tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=regression
feature_names=PrecursorMz Mass PrecursorCharge PepLength NumBulky NumTiny NumProlines NumGlycines NumSerines NumPos PosIndexL PosIndexR NumNeg NegIndexL NegIndexR
feature_infos=[326.18282936540328:1701.3051600320703] [712.42317300000002:4598.2903999999999] [2:4] [7:55] [0:20] [0:30] [0:18] [0:23] [0:17] [0:10] [0:1] [0:1] [0:23] [0:1] [0:1]
tree_sizes=4790 4790 4785 4766 4749 4736 4737 4731 4747 4704 4701 4697 4687 4712 4688 4686 4677 4680 4656 4683 4648 4681 4674 4688 4687 4650 4680 4654 4705 4644 4660 4676 4713 4676 4730 4638 4682 4736 4702 4708 4723 4700 4722 4742 4687 4687 4730 4671 4691 4671 4669 4678 4706 4696 4662 4633 4650 4628 4696 4636 4623 4706 4634 4615 4699 4558 4620 4638 4605 4521 4620 4631 4588 4569 4562 4605 4538 4506 4557 4581 4586 4609 4543 4592 4659 4595 4509 4524 4500 4464 4541 4564 4481 4515 4534 4513 4595 4658 4538 4458 4436 4517 4491 4660 4468 4502 4394 4658 4532 4462 4566 4383 4555 4367 4540 4550 4477 4421 4469 4410 4662 4486 4472 4688 4385 4400 4366 4474 4662 4334 4415 4373 4431 4439 4345 4627 4418 4501 4357 4400 4381 4359 4454 4507 4431 4523 4518 4599 4461 4457 4345 4540 4436 4409 4608 4479 4427 4375 4644 4375 4331 4395 4363 4463 4367 4590 4594 4337 4720 4478 4355 4393 4371 4434 4345 4474 4497 4339 4600 4458 4476 4687 4461 4600 4613 4390 4613 4552 4422 4475 4406 4407 4350 4417 4525 4339 4334 4483 4427 4410 4455 4579 4399 4785 4566 4457 4344 4338 4585 4380 4463 4423 4346 4335 4523 4432 4345 4492 4712 4579 4336 4546 4433 4417 4464 4480 4453 4444 4457 4508 4437 4497 4754 4445 4483 4582 4389 4480 4509 4359 4476 4476 4397 4312 4551 4363 4503 4705 4384 4377 4527 4392 4352 4394 4607 4715 4433 4422 4366 4439 4430 4639 4398 4541 4476 4338 4366 4351 4403 4374 4441 4423 4508 4384 4401 4692 4362 4419 4491 4435 4377 4345 4382 4357 4438 4834 4436 4397 4386 4466 4514 4340 4424 4415 4449 4408 4326 4535 4445 4356 4699 4434 4420 4388 4585 4455 4421 4354 4471 4664 4397 4472 4399 4377 4537 4388 4425 4697 4626 4446 4418 4550 4449 4388 4670 4480 4395 4417 4418 4372 4483 4352 4450 4412 4512 4466 4353 4471 4366 4566 4386 4416 4426 4410 4376 4446 4704 4364 4382 4426 4510 4625 4359 4285 4588 4592 4442 4395 4537 4373 4357 4463 4591 4690 4395 4466 4380 4462 4450 4356 4375 4575 4492 4388 4472 4556 4458 4558 4543 4449 4369 4539 4680 4445 4480 4460 4448

Tree=0
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 1 1 3 0 0 1 1 2 0 1 3 0 1 0 0 0 1 1 0 0 0 10 11 10 10 1 11 1 3 1 0 0 0 3 3 4 4 4 1 4 4 4 4 10 1
split_gain=3.98934e+09 1.07064e+09 6.84147e+08 3.16337e+08 2.24193e+08 1.21733e+08 9.09877e+07 6.0705e+07 4.43503e+07 3.91568e+07 3.37683e+07 2.14693e+07 1.65902e+07 1.59792e+07 1.37774e+07 1.12105e+07 1.0069e+07 9.73266e+06 8.16002e+06 6.15305e+06 6.01096e+06 5.03461e+06 4.9095e+06 4.54575e+06 4.01824e+06 3.36444e+06 3.06709e+06 2.78811e+06 2.32566e+06 2.32287e+06 2.28771e+06 1.76887e+06 1.64486e+06 1.63952e+06 1.58256e+06 1.5783e+06 1.55183e+06 1.48873e+06 1.48726e+06 1.28355e+06 1.23025e+06 1.21984e+06 1.19583e+06 1.15753e+06 1.14341e+06 1.12776e+06 1.12094e+06 1.04072e+06 1.00878e+06 969892
threshold=2002.0500350000002 3.5000000000000004 1479.7281650000002 2.5000000000000004 740.62473128207 2593.3173250000004 1221.5735750000001 26.500000000000004 610.31837586540348 861.91193253206995 2339.2687100000007 3148.0373600000007 3.5000000000000004 763.29588003207004 1065.620255 32.500000000000007 626.28909503207012 1774.9359500000003 677.01583003207008 531.27457086540369 1304.6278725320703 1850.8538350000001 1589.7626100000002 945.96035253207003 1082.0615325320703 1199.6178025320703 0.62645348837209314 0.21132376395534294 0.65058139534883741 0.60990338164251223 959.99762750000014 0.17752100840336138 2775.3070650000004 28.500000000000004 1149.5798500000003 811.40578753207012 550.61510669873678 714.38894753207012 20.500000000000004 36.500000000000007 7.5000000000000009 4.5000000000000009 4.5000000000000009 1282.6957450000002 5.5000000000000009 3.5000000000000004 6.5000000000000009 3.5000000000000004 0.18274582560296851 2841.4711600000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 12 13 14 16 -8 22 24 23 17 26 30 27 38 36 43 -16 46 45 -6 48 42 -13 37 33 35 -19 -1 39 -18 -9 -21 -15 -4 -5 -3 -17 -25 -23 -2 -10 -26 -11 -12 -24 -7 -22
right_child=1 7 4 5 9 11 8 15 18 21 20 25 -14 28 19 31 32 29 -20 34 49 41 47 40 44 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=464.67624446600689 479.93451266190743 500.37318090914465 481.53143033910243 486.46153589097668 473.96181181259789 492.95810697228023 479.38171791471888 510.79186665903393 469.86146913112191 476.31494146918345 484.32225640540315 499.23900620988297 496.84253842555552 489.683709849921 476.96105838660384 517.1642600520729 505.50978558625377 484.49067993559066 472.29111806608392 467.75067567131958 487.46018885581373 478.30848853171472 474.84456581240113 495.58220950944713 481.99364579323867 503.32586216775496 489.33962328995943 506.75819307236225 492.48386893085166 486.49708175919176 466.43321682863035 513.55368623642767 508.03933649158358 513.53354004642392 468.87932113127715 491.39455610610247 483.13793015154664 488.03676089808323 503.26907832591513 521.12504530820001 497.52477140571364 479.58827819200803 481.40875384606824 470.85900240669417 483.52271101699608 477.65096438704563 485.96126807039803 475.94430057075596 494.56091366616835 489.52074475383984
leaf_weight=11462 8052 3785 11768 11797 36191 6664 7367 4231 21795 8530 9029 7530 996 11244 836 1957 5945 18213 44018 25065 6753 12366 12861 7836 8816 2750 10102 1053 8181 8446 20968 787 4529 4502 24633 10361 12295 12209 3337 1406 5583 18726 17375 24948 10983 24366 7758 26004 9560 3452
leaf_count=11462 8052 3785 11768 11797 36191 6664 7367 4231 21795 8530 9029 7530 996 11244 836 1957 5945 18213 44018 25065 6753 12366 12861 7836 8816 2750 10102 1053 8181 8446 20968 787 4529 4502 24633 10361 12295 12209 3337 1406 5583 18726 17375 24948 10983 24366 7758 26004 9560 3452
internal_value=480.46 491.566 474.261 488.527 478.44 492.062 469.859 508.536 471.92 476.349 483.444 496.394 484.061 489.356 467.421 513.466 504.631 483.81 471.314 468.453 486.243 478.167 474.8 495.029 481.774 500.332 487.878 511.619 491.048 485.126 465.812 517.821 506.604 512.205 468.31 490.504 482.352 487.263 501.73 518.82 496.39 479.079 480.942 470.394 482.842 477.305 485.08 475.58 493.903 488.157
internal_weight=0 207567 371854 176035 190762 103817 181092 31532 98128 139044 72218 39923 51718 63894 82964 13936 17596 50722 90761 50534 26992 63988 75056 29643 45226 10280 34108 9786 29786 26659 32430 4150 10474 8733 49698 21605 24063 24006 7122 3363 13419 31092 25427 46743 19799 32896 16787 38865 16224 10205
internal_count=579421 207567 371854 176035 190762 103817 181092 31532 98128 139044 72218 39923 51718 63894 82964 13936 17596 50722 90761 50534 26992 63988 75056 29643 45226 10280 34108 9786 29786 26659 32430 4150 10474 8733 49698 21605 24063 24006 7122 3363 13419 31092 25427 46743 19799 32896 16787 38865 16224 10205
is_linear=0
shrinkage=1


Tree=1
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 1 1 3 0 0 0 3 1 2 1 3 3 1 0 1 0 0 0 0 1 3 10 10 11 10 3 1 3 4 1 0 4 4 4 11 11 9 4 0 4 0 1 9 4 4
split_gain=3.23233e+09 8.83112e+08 5.34848e+08 2.65379e+08 1.81854e+08 1.01998e+08 6.62382e+07 4.95672e+07 3.30401e+07 3.27215e+07 2.92752e+07 1.87467e+07 1.30713e+07 1.22524e+07 9.96725e+06 9.2679e+06 8.53123e+06 7.76185e+06 6.18373e+06 4.62178e+06 4.58301e+06 4.37054e+06 4.01532e+06 3.8546e+06 3.51224e+06 3.28524e+06 2.27438e+06 2.19829e+06 2.11211e+06 2.0085e+06 1.89177e+06 1.64296e+06 1.59548e+06 1.54883e+06 1.46074e+06 1.37218e+06 1.27015e+06 1.20184e+06 1.15421e+06 1.13822e+06 1.12729e+06 1.05803e+06 1.01986e+06 1.01055e+06 1.00234e+06 983131 970334 950155 941464 926032
threshold=1987.94217 3.5000000000000004 1461.6980650000003 2.5000000000000004 730.3665416987368 2577.2599700000005 1208.6339050000004 26.500000000000004 850.91795503206993 604.30462503207002 1187.5535858654036 28.500000000000004 2248.0378300000007 3.5000000000000004 1046.5740349999999 31.500000000000004 22.500000000000004 1737.8836200000003 667.33407003207014 2177.0694450000005 911.92921503207015 521.81975503207002 1332.1595350320702 782.40568753207003 2796.3567100000005 32.500000000000007 0.6198686371100165 0.6478537360890303 0.17752100840336138 0.58434959349593507 35.500000000000007 2382.2192800000007 20.500000000000004 5.5000000000000009 921.45861850000017 562.62723503207019 6.5000000000000009 4.5000000000000009 4.5000000000000009 0.25290697674418611 0.27149877149877155 2.5000000000000004 5.5000000000000009 786.8817525320701 5.5000000000000009 531.27457086540369 2775.3070650000004 2.5000000000000004 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 13 12 14 16 23 -8 19 24 27 17 34 28 32 45 -11 37 49 -16 48 -6 44 33 31 41 43 -19 40 -14 -3 -13 -1 -23 -26 -2 -22 46 -17 -5 -21 -9 -7 -4 -18 -33 -12 -10
right_child=1 7 4 5 8 11 9 15 20 18 22 25 26 -15 21 30 39 29 -20 42 38 35 -24 -25 36 -27 -28 -29 -30 -31 -32 47 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-14.63783088711777 -0.50678717566663678 17.930637053901581 0.53760933434279623 5.2803339590369323 -6.1181923560110354 10.613664221678013 -1.1481718478887883 27.125566934749784 -3.6775250904860659 -9.274314813789605 3.4148161149960909 14.014541365961325 7.8160971010559637 14.554010213216145 -3.2812700233556749 32.247794318863917 23.082870293616629 3.3538676383946449 -7.6086350115449726 1.5577712423822956 -2.1746477538929074 -11.740007598333881 7.2454639550839763 -4.6783927389955791 12.785811427448039 19.941912195321287 10.576272715423029 7.732224470023997 23.637793533890338 5.1270543377521971 35.374246237498703 8.7005693204257604 20.712494622345076 17.227868444841693 -12.958464404495309 -10.677931965222317 14.738524318078248 0.85123606831478726 -1.0133510168574345 19.706378404985607 26.419292852228338 6.6634194903376995 2.9738330145141791 29.397034532035924 12.370861604720851 1.9483062184091127 25.188149223281954 10.425142405620335 5.0523237347495886 -2.6017276770228124
leaf_weight=6885 9558 3943 7960 12627 33829 4735 6618 3624 16112 44288 5203 2007 10592 915 720 2403 4603 19289 44867 8970 14546 21129 8162 41288 5317 3960 9444 9048 1080 9551 2182 6907 4321 5938 20908 28672 8918 20481 20792 637 385 9842 11746 4262 10324 13022 4175 5944 10797 15895
leaf_count=6885 9558 3943 7960 12627 33829 4735 6618 3624 16112 44288 5203 2007 10592 915 720 2403 4603 19289 44867 8970 14546 21129 8162 41288 5317 3960 9444 9048 1080 9551 2182 6907 4321 5938 20908 28672 8918 20481 20792 637 385 9842 11746 4262 10324 13022 4175 5944 10797 15895
internal_value=0 9.82781 -5.67629 7.12767 -2.05391 10.3571 -9.69635 25.2454 -3.88484 -7.93247 2.5755 14.2428 7.8714 3.08706 -11.8535 29.7052 21.7299 2.87647 -8.43607 1.21159 -2.27647 -11.0167 5.44056 -5.32681 12.8829 17.5889 9.26604 6.41613 27.7852 3.9411 33.1689 8.73822 19.3852 16.4161 -13.3745 -11.1285 14.0092 0.419132 -1.49137 23.788 31.4429 5.88616 2.36068 28.3532 11.8183 1.41313 24.0842 9.49824 4.51983 -3.14327
internal_weight=0 212135 367286 180520 193199 105603 174087 31615 142462 95773 74917 41199 64404 50737 78314 13936 17679 49822 89155 50755 67345 50521 24162 75117 29294 11905 32887 31517 8966 28840 4970 23443 8264 7945 27793 49801 14235 30039 35338 9415 2788 22469 20716 7886 15059 20982 8778 12851 16000 32007
internal_count=579421 212135 367286 180520 193199 105603 174087 31615 142462 95773 74917 41199 64404 50737 78314 13936 17679 49822 89155 50755 67345 50521 24162 75117 29294 11905 32887 31517 8966 28840 4970 23443 8264 7945 27793 49801 14235 30039 35338 9415 2788 22469 20716 7886 15059 20982 8778 12851 16000 32007
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 0 1 3 0 1 1 3 2 0 1 3 1 0 1 0 1 1 1 3 0 10 0 1 11 11 4 11 10 4 0 0 10 3 3 4 0 4 11 4 3 4 4 3 4 1
split_gain=2.62004e+09 6.82571e+08 4.74045e+08 1.96594e+08 1.47364e+08 7.61632e+07 6.82989e+07 3.92032e+07 3.19903e+07 2.47199e+07 2.04083e+07 1.28839e+07 1.23572e+07 1.15721e+07 1.0701e+07 7.507e+06 6.82737e+06 6.56406e+06 5.6664e+06 4.95266e+06 3.82361e+06 3.53981e+06 3.01945e+06 2.8392e+06 2.32703e+06 2.13042e+06 1.8791e+06 1.77866e+06 1.7444e+06 1.74134e+06 1.65729e+06 1.56978e+06 1.52624e+06 1.44908e+06 1.25535e+06 1.24751e+06 1.22253e+06 1.209e+06 1.15598e+06 1.12056e+06 1.07194e+06 1.02543e+06 999736 993418 977038 831470 822107 821946 810433 808029
threshold=2024.0595450000003 3.5000000000000004 1501.7630700000002 2.5000000000000004 750.39766253207006 880.97333003207029 1240.6124950000001 26.500000000000004 620.33109169873671 1749.8904000000002 2428.1067250000006 29.500000000000004 3.5000000000000004 778.36024669873666 1074.5223450000001 31.500000000000004 1805.9711850000001 633.81069253206999 1378.7952600000001 537.25655753207002 2220.9968100000001 1629.8005200000002 1883.8705850000003 26.500000000000004 1362.6909100320706 0.58898944193061853 1228.1295425320702 975.55217650000009 0.087595907928388769 0.21132376395534294 5.5000000000000009 0.17752100840336138 0.60990338164251223 5.5000000000000009 583.29167253207027 722.35747503207006 0.55086206896551737 35.500000000000007 22.500000000000004 7.5000000000000009 576.51902003207022 6.5000000000000009 0.31698564593301443 5.5000000000000009 23.500000000000004 3.5000000000000004 3.5000000000000004 28.500000000000004 5.5000000000000009 1295.5484800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 12 13 14 17 -8 21 20 23 16 25 27 29 36 40 49 -16 43 45 46 41 -12 35 39 -1 30 47 -15 37 -18 -25 -21 -5 -4 -17 -32 -13 -3 -7 44 -2 -19 -6 -11 -9 -22 -10
right_child=1 7 4 5 9 11 8 15 18 22 24 26 -14 28 19 31 32 42 -20 34 48 -23 -24 33 -26 -27 -28 -29 -30 -31 38 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-12.680342116079844 0.17045298451582394 15.987395928745626 1.252225519648082 5.014157848708745 -5.5169640682759233 10.355156132344757 -0.70134196271345828 24.515706580605414 -8.3909257906229993 -3.1256706090702009 4.5402746857008776 14.441454761936392 13.412061121426063 8.3154015473306409 -2.7712989208901715 29.169893278697721 3.5050387468519513 20.040415519743068 -6.3141075420157886 -10.160866934572915 1.7722816896601163 -3.5571014820672247 -0.82280736770655227 11.455085242271423 6.8706389449047762 7.4230635666960145 19.051693472917304 -11.217957585493799 7.2247685820623246 20.867761048299201 9.293706632460113 26.181800729137354 5.1518769853583839 14.022712647575615 -9.1971840224393357 6.4295772696983651 2.6973480345790461 32.659173647419792 11.149390628232549 17.021061126366305 18.403179896992594 11.95983057763635 16.988720938805308 1.3424062965682919 22.245108408124793 -4.5875881512331196 -1.9575572670129198 26.538883043146456 3.09152603492553 -7.5650858023265286
leaf_weight=13854 14908 3118 17373 11640 15383 7002 8350 4231 19581 7983 13794 3547 1138 9555 1054 2246 17792 2923 42146 27819 7840 34085 27644 3000 6216 11350 2165 20810 4712 913 8557 944 8231 8222 26294 13390 8829 1780 5524 3206 4470 9234 505 14049 6436 25724 24565 3822 11468 29999
leaf_count=13854 14908 3118 17373 11640 15383 7002 8350 4231 19581 7983 13794 3547 1138 9555 1054 2246 17792 2923 42146 27819 7840 34085 27644 3000 6216 11350 2165 20810 4712 913 8557 944 8231 8222 26294 13390 8829 1780 5524 3206 4470 9234 505 14049 6436 25724 24565 3822 11468 29999
internal_value=0 9.2349 -4.89646 6.72486 -1.34735 9.5245 -8.42388 22.7798 -6.62715 -3.1016 2.57906 13.1857 3.10326 7.46695 -10.4255 26.7347 2.87863 19.6217 -7.16658 -9.56037 1.46584 -4.3106 -1.59133 12.1132 5.26419 6.28666 16.488 -11.8024 8.98167 25.0067 9.33192 29.852 4.02593 13.3363 -9.6926 5.77135 1.73917 30.7126 10.0217 15.6661 17.4105 11.2678 21.3227 0.739047 21.5565 -4.93538 -2.24406 25.4759 2.55585 -7.89124
internal_weight=0 200767 378654 169379 188747 101104 189907 31388 100076 135384 68275 36376 53363 64728 89831 13936 52225 17452 91726 55167 48265 75192 60192 27458 20010 36380 8918 34664 28348 8966 23636 4970 26023 11222 54113 25030 26202 4026 14081 6753 7588 16236 9864 28957 9359 41107 32548 8053 19308 49580
internal_count=579421 200767 378654 169379 188747 101104 189907 31388 100076 135384 68275 36376 53363 64728 89831 13936 52225 17452 91726 55167 48265 75192 60192 27458 20010 36380 8918 34664 28348 8966 23636 4970 26023 11222 54113 25030 26202 4026 14081 6753 7588 16236 9864 28957 9359 41107 32548 8053 19308 49580
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 3 1 1 0 0 0 1 0 2 3 1 3 1 1 0 1 1 1 0 4 0 0 11 11 4 3 11 10 11 0 4 0 4 11 3 4 4 4 1 4 10 11 3 1 4
split_gain=2.12404e+09 5.99564e+08 3.25983e+08 1.8589e+08 1.12214e+08 7.19571e+07 4.0486e+07 3.35041e+07 2.19532e+07 2.0301e+07 2.02501e+07 1.21079e+07 1.02687e+07 6.4775e+06 6.25382e+06 5.93479e+06 5.64609e+06 4.5786e+06 4.03879e+06 4.02934e+06 3.23969e+06 2.83339e+06 2.65082e+06 2.53768e+06 2.30186e+06 2.11146e+06 2.03424e+06 1.71518e+06 1.68743e+06 1.44989e+06 1.34036e+06 1.28696e+06 1.2803e+06 1.12221e+06 1.06025e+06 996500 986835 976265 952469 923953 825407 805703 775124 759490 755512 748724 737249 735353 724205 720071
threshold=1957.9933850000004 3.5000000000000004 1449.7315349999999 2.5000000000000004 724.36926753207001 23.500000000000004 1196.6206550000002 2940.4779350000003 1154.1210150320703 835.41881669873692 597.95580503207009 3035.3728750000005 744.41782253207009 3.5000000000000004 31.500000000000004 1025.6071500000003 21.500000000000004 1713.9010500000002 2577.2599700000005 661.35397753207008 1799.8971650000001 3475.2235900000005 2108.9910100000002 511.27667753207004 5.5000000000000009 815.91853253207012 775.9075525320701 0.053342816500711245 0.036375661375661381 4.5000000000000009 36.500000000000007 0.077935222672064791 0.53452380952380962 0.09232954545454547 667.33407003207014 4.5000000000000009 555.28608086540339 8.5000000000000018 0.27149877149877155 25.500000000000004 4.5000000000000009 6.5000000000000009 4.5000000000000009 892.97362150000015 4.5000000000000009 0.38548951048951058 0.063508064516129045 19.500000000000004 2818.4131550000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 13 12 15 16 22 26 -8 24 27 17 28 43 -3 -4 41 -12 42 37 49 -17 -7 33 -6 29 -9 -5 38 39 46 35 -18 -14 -25 -13 -16 -26 -22 -10 -11 -1 -24 -32 -19 -31 -20 -2
right_child=1 7 4 5 9 11 10 14 18 20 19 21 25 -15 30 23 34 32 48 -21 40 -23 44 36 31 -27 -28 -29 -30 47 45 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-12.194844054502274 -0.51350353544263638 15.058566401928644 0.96111560647275773 4.3456132431914742 -5.0786172503078717 9.0702200811358704 -1.0708260954172197 23.203714413148109 2.5593898089965226 -3.2426754246290401 -7.6445653680039687 12.390569614223416 5.9212261274999634 11.430530635858673 26.38119355617285 -2.681640769457919 17.692219233329975 2.7771415797387076 4.9643365161123443 -6.3015125302021788 -1.9982605583925748 16.226168413387583 0.47324140748615284 -9.6880975056004655 10.69855081114898 8.4216713920418425 -4.0027090606909779 3.3079124419624621 19.966270621932608 5.4876177841452209 27.781874462442659 9.2571028712296304 3.8949271455331727 5.2252930378112481 19.651635883415729 7.6005743212089998 -8.7935070525848129 14.47259458979585 21.451057000745806 12.347746788316472 -1.0206607403554837 3.8866957230610257 -2.3053155987811764 -10.749530769257348 1.7331581770485078 32.353164496673763 1.122351839688543 6.971272796748436 6.6404215280060157 0.54833270343819973
leaf_weight=4531 14830 6204 19066 9884 33620 9294 6231 7257 10323 18413 44279 6814 4778 765 2786 609 4823 14621 7597 45081 15098 3978 6498 21530 7400 13940 36818 5004 2069 13557 1199 3306 9780 3570 6461 13565 28860 3364 456 6280 20181 8211 16936 18402 17789 511 3300 4433 3902 11217
leaf_count=4531 14830 6204 19066 9884 33620 9294 6231 7257 10323 18413 44279 6814 4778 765 2786 609 4823 14621 7597 45081 15098 3978 6498 21530 7400 13940 36818 5004 2069 13557 1199 3306 9780 3570 6461 13565 28860 3364 456 6280 20181 8211 16936 18402 17789 511 3300 4433 3902 11217
internal_value=0 7.7021 -4.75949 5.57119 -1.89908 8.25825 -7.94176 20.4163 1.9212 -3.31499 -6.58268 11.6055 6.28901 2.30307 24.0105 -9.699 17.4818 2.15377 4.06084 -6.96701 -2.11698 13.9632 0.644528 -9.09819 10.3355 7.45951 -4.51624 5.0126 22.4855 5.31862 26.8826 11.0277 2.97465 6.84743 18.8141 7.16314 -9.17574 13.0787 25.6878 11.4556 -1.43903 3.14742 -2.79358 -11.0351 1.39607 29.1479 2.47243 5.85321 5.53309 -0.0562295
internal_weight=0 221300 358121 189534 188598 109167 169523 31766 80367 141066 95591 40436 68731 47532 14278 73932 17488 46767 30033 89360 70628 14156 50334 50999 26280 35853 70438 32878 9326 27874 4952 16986 27701 21913 11284 18343 50390 10178 3242 13680 35279 18534 35349 22933 24287 1710 17921 17990 11499 26047
internal_count=579421 221300 358121 189534 188598 109167 169523 31766 80367 141066 95591 40436 68731 47532 14278 73932 17488 46767 30033 89360 70628 14156 50334 50999 26280 35853 70438 32878 9326 27874 4952 16986 27701 21913 11284 18343 50390 10178 3242 13680 35279 18534 35349 22933 24287 1710 17921 17990 11499 26047
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 1 0 0 0 1 1 2 1 3 1 1 3 3 0 0 1 0 4 0 10 1 11 1 10 9 9 3 4 10 3 11 3 11 4 11 11 3 0 4 3 4 4 3 11 4
split_gain=1.72196e+09 4.3003e+08 3.34053e+08 1.1983e+08 9.94781e+07 4.96573e+07 4.67885e+07 2.56426e+07 2.23119e+07 1.66641e+07 1.18939e+07 9.53995e+06 7.79129e+06 7.62145e+06 7.58299e+06 5.03028e+06 4.61987e+06 4.43712e+06 4.0376e+06 3.53492e+06 2.37639e+06 2.04273e+06 1.97845e+06 1.97136e+06 1.61388e+06 1.51408e+06 1.49171e+06 1.42498e+06 1.3585e+06 1.26595e+06 1.13621e+06 1.10887e+06 1.10551e+06 1.08434e+06 904167 889831 886074 885731 868273 838769 784420 777737 749525 732762 710724 687644 662732 659544 653956 650311
threshold=2054.1528600000006 3.5000000000000004 1519.7637400000001 2.5000000000000004 760.88969503207011 1252.60679 896.11410003207016 750.39766253207006 626.28909503207012 1774.9359500000003 2440.1592950000004 3.5000000000000004 1090.60427 30.500000000000004 2361.1247200000003 1837.8704850000001 22.500000000000004 33.500000000000007 698.35489753207014 545.27333086540352 1647.7118200000002 1118.5409650320703 7.5000000000000009 960.44235003207029 0.61651583710407254 990.43708550000008 0.1012820512820513 2754.3987100000004 0.70106382978723414 2.5000000000000004 2.5000000000000004 26.500000000000004 4.5000000000000009 0.70106382978723414 29.500000000000004 0.044466403162055343 42.500000000000007 0.12060606060606062 8.5000000000000018 0.053342816500711245 0.26393188854489169 19.500000000000004 591.80209253207011 3.5000000000000004 26.500000000000004 3.5000000000000004 3.5000000000000004 25.500000000000004 0.17519181585677754 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 11 12 14 16 -7 20 21 15 25 22 24 32 41 26 49 -14 45 -2 44 -11 30 -1 34 -12 29 -16 -5 -24 -4 48 -9 -31 40 47 -15 -32 -19 -3 -21 -20 -8 -6 -22 -18 -17 -10
right_child=1 7 4 6 9 8 13 17 18 23 27 -13 19 38 28 33 37 36 43 42 46 -23 31 -25 -26 -27 -28 -29 -30 35 39 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-10.197995446296868 0.78512966794063421 12.540656716183104 1.0193488857165858 4.2891943033633622 -4.3749927820050996 -0.48950201338839205 8.7896694746674555 20.498941288290609 -6.6088918182466472 -1.5664574421231388 3.8131045140516147 10.943839767780949 -2.2430966648637938 13.030674236867487 6.4097209455085364 3.3180775073586712 17.169549484343037 25.249762770659732 -5.4121501616000316 -8.0768671090642492 -3.3719331197024056 2.1668451998148854 10.126087623730042 -0.3963079475980989 6.3593835027738086 -8.9359503418817585 18.176549546399539 5.7337565580922281 8.7129812033117968 8.4888422239180201 6.0842126091261095 12.144024204172652 2.2685886342220392 4.5559319472231676 22.686539550857809 6.2270417406525418 31.584011018585045 14.899951435674266 15.377457911270199 3.9693827768110417 20.795367268153601 14.827311199382514 -7.3291409138388666 -4.5772915470374338 10.139697469875191 -3.5192573003895 -2.4262742598666756 18.944102138897343 1.5883220539790877 -5.8913778846789819
leaf_weight=16133 25481 1999 16332 13968 14811 9161 8055 4636 26378 33673 13830 1362 1200 3936 11583 16734 5927 2740 18776 28953 10584 18445 5130 25151 10660 23142 1771 5360 7098 7420 8901 5804 12510 6866 3189 2272 193 1193 2630 2376 462 5812 24966 23890 7559 25658 24719 3239 2514 24239
leaf_count=16133 25481 1999 16332 13968 14811 9161 8055 4636 26378 33673 13830 1362 1200 3936 11583 16734 5927 2740 18776 28953 10584 18445 5130 25151 10660 23142 1771 5360 7098 7420 8901 5804 12510 6866 3189 2272 193 1193 2630 2376 462 5812 24966 23890 7559 25658 24719 3239 2514 24239
internal_value=0 7.75382 -3.83278 5.66678 -0.852432 -6.72342 7.86637 18.504 -5.19879 -2.329 2.27266 2.67645 -8.37808 10.9201 6.29318 2.47156 16.0784 21.8966 -5.66127 -7.61118 -3.30939 1.36533 10.1656 -1.06614 5.32765 -9.45436 20.7973 4.34957 7.51502 7.11534 4.89199 11.1973 1.5612 3.47702 21.3905 7.95863 25.0037 17.463 13.9707 5.63863 24.6071 14.2421 -7.73065 -4.94469 9.44324 -3.83244 -2.70979 17.7966 3.09215 -6.2653
internal_weight=0 191669 387752 160508 190914 196838 97392 31161 102444 134596 63116 56318 94394 33114 64278 54956 18170 12991 93283 55119 75772 43926 26548 58824 35905 39275 9596 19190 28373 21275 25245 10934 28842 26114 7825 9692 3395 10359 6566 11277 3202 7811 53919 42666 15614 40469 35303 9166 19248 50617
internal_count=579421 191669 387752 160508 190914 196838 97392 31161 102444 134596 63116 56318 94394 33114 64278 54956 18170 12991 93283 55119 75772 43926 26548 58824 35905 39275 9596 19190 28373 21275 25245 10934 28842 26114 7825 9692 3395 10359 6566 11277 3202 7811 53919 42666 15614 40469 35303 9166 19248 50617
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=51
num_cat=0
split_feature=1 2 1 2 2 1 3 3 0 1 1 2 1 3 3 3 0 0 3 4 0 0 4 1 1 1 3 11 11 4 10 4 1 10 10 11 4 9 9 11 0 4 4 9 10 10 3 4 9 10
split_gain=1.39513e+09 3.44698e+08 2.75234e+08 9.52029e+07 8.44265e+07 3.7719e+07 3.76773e+07 2.09366e+07 1.62283e+07 1.50078e+07 9.32688e+06 8.10509e+06 6.95553e+06 6.28902e+06 6.05102e+06 4.54324e+06 4.44272e+06 3.1579e+06 2.94281e+06 2.52941e+06 2.51384e+06 2.02854e+06 1.99882e+06 1.99677e+06 1.66681e+06 1.27932e+06 1.24862e+06 1.20879e+06 1.14221e+06 1.09514e+06 1.08299e+06 1.02346e+06 1.011e+06 868676 823945 808482 803962 800050 792519 761095 759246 743254 722627 717652 739839 706710 681614 656248 616247 710253
threshold=2061.9945550000007 3.5000000000000004 1507.78889 2.5000000000000004 2.5000000000000004 1264.5789600000005 24.500000000000004 27.500000000000004 631.84199253207009 1761.9393600000001 2452.1930800000005 3.5000000000000004 1090.60427 20.500000000000004 29.500000000000004 23.500000000000004 597.95580503207009 545.27333086540352 34.500000000000007 5.5000000000000009 704.36429419873673 811.40578753207012 4.5000000000000009 1902.9158100000002 2268.1115500000001 943.4892500000002 34.500000000000007 0.28388278388278393 0.087595907928388769 7.5000000000000009 0.60232558139534886 4.5000000000000009 2393.1946050000006 0.1012820512820513 0.5270467836257311 0.10990338164251208 7.5000000000000009 2.5000000000000004 2.5000000000000004 0.19399641577060936 591.80209253207011 3.5000000000000004 6.5000000000000009 1.5000000000000002 0.33771929824561409 0.50609756097560987 22.500000000000004 4.5000000000000009 1.5000000000000002 0.37668918918918926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 9 12 13 15 -7 21 24 16 25 31 22 32 34 -14 27 -15 -10 -4 -8 -11 43 -1 42 36 46 -12 38 -5 -3 -24 -6 -33 -9 -35 -18 -17 -19 -25 -16 -2 -45 -20 -21 -23 -43 -50
right_child=1 7 4 6 11 8 14 18 20 23 29 -13 17 19 26 39 30 40 45 28 -22 47 33 41 -26 -27 -28 -29 -30 -31 -32 35 -34 37 -36 -37 -38 -39 -40 -41 -42 48 -44 44 -46 -47 -48 -49 49 -51
leaf_value=-9.5435493795629593 0.28833995965634146 12.065712014480159 -3.616279489131724 3.5432395058079673 0.76160060462221513 -0.45560720887721295 7.1216840734608455 18.518306695777202 -5.5352778267257428 -1.5217223734287482 3.3976208224746909 9.8639538394750943 -2.0331839810349979 5.5136685659255757 9.988010347865627 16.508921486642492 2.074856039943664 -7.2691802360058508 22.11119525027766 6.9869405301317533 -4.42839662130904 -2.9485386958750288 8.5454689155099395 -1.4340487232492816 2.1180266117740496 -8.1940911844560809 14.093942054147172 15.488609743882638 5.6829858252403875 5.0065806923192246 3.8390646543104503 5.1894651294238345 14.090522004551723 9.4416029833214505 1.9763012560215032 3.3950926131242412 20.536771290195773 11.17180799474267 3.2859014160562783 13.410057750662487 -6.5469607564091952 -0.70805837750644141 12.16789430029972 0.67059128047692207 2.0950005420127584 26.101452728490642 8.2082374966740961 -2.1350229706103803 -0.33829891388931177 1.1449035728644426
leaf_weight=9163 13140 4446 36318 7385 15557 8312 4422 3888 50452 33629 11786 1422 1361 14240 2357 8801 12604 28953 2185 9890 34582 22167 6573 5610 15545 30112 2309 811 3981 6599 10225 16873 5537 8897 8711 2950 4007 3820 9459 871 29273 11013 4286 8196 6569 557 8495 17942 7431 5709
leaf_count=9163 13140 4446 36318 7385 15557 8312 4422 3888 50452 33629 11786 1422 1361 14240 2357 8801 12604 28953 2185 9890 34582 22167 6573 5610 15545 30112 2309 811 3981 6599 10225 16873 5537 8897 8711 2950 4007 3820 9459 871 29273 11013 4286 8196 6569 557 8495 17942 7431 5709
internal_value=0 7.04103 -3.41966 5.1502 -0.800921 -6.11455 7.11342 16.6653 -4.67289 -2.13131 2.08708 2.40742 -7.47576 5.69957 9.87558 14.6852 2.21994 -6.79479 20.0649 6.55544 -5.08513 -3.07487 9.03929 -0.99373 1.28819 -8.50892 12.0907 19.1651 7.21872 3.97513 2.98833 4.54808 13.1888 9.47888 1.19762 4.92243 19.5428 9.96133 2.59406 16.2299 -6.90609 -0.397154 11.3945 0.82591 1.30432 22.9218 7.55125 -2.58463 -0.156316 0.306115
internal_weight=0 189416 390005 158313 197797 192208 96478 31103 93346 139819 61835 57978 98862 63814 32664 19655 56556 59587 11448 36606 85034 76427 23712 63392 43450 39275 8952 8706 22366 18385 32288 27208 9983 19290 24268 19823 7895 12717 22063 9672 58226 29763 6643 27905 14765 2742 18385 40109 24153 13140
internal_count=579421 189416 390005 158313 197797 192208 96478 31103 93346 139819 61835 57978 98862 63814 32664 19655 56556 59587 11448 36606 85034 76427 23712 63392 43450 39275 8952 8706 22366 18385 32288 27208 9983 19290 24268 19823 7895 12717 22063 9672 58226 29763 6643 27905 14765 2742 18385 40109 24153 13140
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 0 1 3 1 0 0 3 1 3 1 2 1 0 1 1 0 3 0 0 10 0 4 4 11 10 11 11 4 4 4 4 3 4 4 3 9 10 9 10 4 11 4 4 1 4
split_gain=1.1319e+09 3.20913e+08 1.70576e+08 1.00468e+08 5.94719e+07 3.96184e+07 1.97902e+07 1.84275e+07 1.2111e+07 1.12347e+07 9.58205e+06 7.63657e+06 5.15673e+06 4.27155e+06 3.35677e+06 3.20145e+06 2.62012e+06 2.29392e+06 2.12515e+06 2.01207e+06 1.81906e+06 1.81652e+06 1.41755e+06 1.39963e+06 1.37007e+06 1.36061e+06 1.14431e+06 1.07683e+06 1.01513e+06 983541 971968 962676 932888 884895 789423 714887 670337 661673 635823 621946 585087 808978 576413 742460 572981 566842 556486 552085 549372 545825
threshold=1951.0127200000002 3.5000000000000004 1437.73579 2.5000000000000004 718.36878003207005 853.50491753207018 1196.6206550000002 25.500000000000004 2329.0979250000005 840.46259753207016 597.95580503207009 27.500000000000004 2203.0434350000005 30.500000000000004 1037.4910300000004 3.5000000000000004 1683.7826750000002 612.31222503207016 2593.3173250000004 1307.5926000000002 1063.5212350320703 33.500000000000007 905.47011253207006 778.36024669873666 0.16441441441441443 518.73793503207014 7.5000000000000009 7.5000000000000009 0.10990338164251208 0.075961538461538483 0.063508064516129045 0.036375661375661381 5.5000000000000009 5.5000000000000009 4.5000000000000009 6.5000000000000009 36.500000000000007 6.5000000000000009 3.5000000000000004 21.500000000000004 1.5000000000000002 0.40967365967365971 2.5000000000000004 0.68857758620689669 5.5000000000000009 0.37638888888888894 2.5000000000000004 6.5000000000000009 892.97362150000015 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 15 12 14 17 20 23 -8 26 28 31 48 16 -4 -3 44 -12 38 27 -11 -6 -14 -16 42 -13 32 -15 34 35 -5 -26 -18 -9 -31 -22 -2 -35 -24 -42 43 -7 -10 -19 -21 -20 -1 -25
right_child=1 7 4 5 9 11 10 13 18 22 19 21 24 29 25 -17 30 45 47 46 37 -23 40 49 33 -27 -28 -29 -30 36 -32 -33 -34 39 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-9.0012052569266015 -1.0339040347902486 10.921469784686989 0.50846593708272836 3.2565212864591091 -3.7172521137240455 5.805490329421013 -0.91271674600637887 15.380522378263912 1.5784642631540127 -1.964471460755133 -5.6625977267855001 8.7528763292719081 4.5280667184748271 18.064456459442614 -1.8645183308108728 8.1764539809826289 1.7172623849536732 13.559411365938397 3.2827651790311947 -5.3166525083744371 0.78731172304519093 12.336804367046577 -1.5016497688133876 -3.1731346076606863 5.0575914698540458 -6.6445115236368713 8.2542081528337565 10.602660989728916 2.0313547073521021 19.623217929628368 0.51593259320701834 14.070567345228353 4.4585430941341828 5.7333546419791936 2.8159715799560914 17.261405577573196 22.847316066660781 1.914009766463812 0.1878906371135601 7.1509516028489477 -1.2117780854857036 0.19265489424327356 7.5999960359421168 7.5410737566243942 2.7930628496712933 9.416501519005779 -4.4956436326713947 4.7440789317511651 -7.7868618617851473 -2.4029838675518223
leaf_weight=4531 5152 6224 16687 15618 39077 6838 5730 3461 5933 34642 39300 6771 14329 2958 603 732 12672 8889 4288 10785 16348 3035 14648 23180 9622 47842 9482 5880 3928 2054 3527 2074 11007 7367 13513 4856 940 7652 24582 5337 10059 6925 6968 3854 11246 343 35204 6511 20956 15261
leaf_count=4531 5152 6224 16687 15618 39077 6838 5730 3461 5933 34642 39300 6771 14329 2958 603 732 12672 8889 4288 10785 16348 3035 14648 23180 9622 47842 9482 5880 3928 2054 3527 2074 11007 7367 13513 4856 940 7652 24582 5337 10059 6925 6968 3854 11246 343 35204 6511 20956 15261
internal_value=0 5.57662 -3.50303 4.03368 -1.46806 6.00621 -5.85842 14.8806 1.3774 -2.4785 -4.87123 8.38321 4.49149 17.2216 -7.07376 1.61471 1.51119 12.4052 3.06459 -5.13718 0.498921 10.1397 -1.52254 -3.29581 5.2912 -6.58501 7.36808 9.61263 3.53205 19.3577 2.07435 15.998 3.75345 5.78099 2.28426 16.4787 20.6355 1.14654 -0.0238093 6.32889 -1.03855 -0.639139 6.8923 6.43109 2.37358 13.4055 -4.68818 4.16383 -8.00274 -2.86739
internal_weight=0 223547 355874 191748 190923 110036 164951 31799 81712 143792 91019 42828 67208 16343 73932 47131 46399 15456 27978 85289 53734 15686 66274 77518 36655 48445 27142 12651 30553 5952 29712 10391 26625 22326 26185 8317 2994 24000 29734 12704 31632 16984 17660 10692 17179 9232 45989 10799 25487 38441
internal_count=579421 223547 355874 191748 190923 110036 164951 31799 81712 143792 91019 42828 67208 16343 73932 47131 46399 15456 27978 85289 53734 15686 66274 77518 36655 48445 27142 12651 30553 5952 29712 10391 26625 22326 26185 8317 2994 24000 29734 12704 31632 16984 17660 10692 17179 9232 45989 10799 25487 38441
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 3 1 0 1 1 0 3 3 1 3 2 3 3 1 0 0 4 1 4 1 0 4 4 4 11 11 10 11 3 11 4 11 4 9 9 10 0 4 1 4 0 1 9 10 9
split_gain=9.1694e+08 2.5116e+08 1.48872e+08 7.61232e+07 5.11886e+07 3.07395e+07 1.74376e+07 1.48706e+07 9.79627e+06 8.7592e+06 7.74476e+06 5.47393e+06 4.28891e+06 3.47116e+06 3.1933e+06 3.15091e+06 2.59085e+06 2.11495e+06 1.60571e+06 1.54771e+06 1.48515e+06 1.42534e+06 1.42226e+06 1.39175e+06 1.30025e+06 1.29111e+06 1.23241e+06 1.14326e+06 986446 983830 824551 785152 778240 771275 753988 759233 722181 687975 654242 637295 716547 635574 622881 591634 578737 557700 556319 551157 797761 534308
threshold=1980.0081750000002 3.5000000000000004 1449.7315349999999 2.5000000000000004 724.36926753207001 23.500000000000004 1227.6829700000001 724.36926753207001 1707.8054850000001 2382.2192800000007 614.34713878207003 27.500000000000004 20.500000000000004 1057.4591700000003 31.500000000000004 3.5000000000000004 15.500000000000002 21.500000000000004 2143.0186100000005 528.27941586540339 1243.5699533654035 4.5000000000000009 1577.8175100000001 4.5000000000000009 2678.3870350000002 678.88488503206997 5.5000000000000009 4.5000000000000009 5.5000000000000009 0.14495798319327732 0.087595907928388769 0.58434959349593507 0.077935222672064791 42.500000000000007 0.21132376395534294 9.5000000000000018 0.10990338164251208 4.5000000000000009 2.5000000000000004 2.5000000000000004 0.68857758620689669 931.97496003207004 4.5000000000000009 921.45861850000017 2.5000000000000004 786.8817525320701 1135.5642000000003 2.5000000000000004 0.6708333333333335 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 9 15 12 13 17 22 18 -8 21 27 43 29 16 42 -3 -2 -15 28 -7 44 -14 -11 -12 41 -5 -13 45 47 38 39 34 35 -16 -29 -20 -18 40 -23 -10 -4 -1 -6 -9 -21 48 -25 -39
right_child=1 7 4 5 8 11 10 14 26 24 25 20 23 19 33 -17 31 -19 37 46 -22 32 -24 30 -26 -27 -28 36 -30 -31 -32 -33 -34 -35 -36 -37 -38 49 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-7.903189101319601 0.097414522288864561 9.8319020795955083 0.33613089557949727 2.5870885880524237 -4.0342896773782488 5.2074258523803136 -0.70064550101468104 14.279983918832142 -1.7664425477629355 2.4482398479041576 -4.8018166722163169 7.3892712973154175 3.8544736160441184 -1.6957946761819693 17.063431178130582 7.5424928874838093 1.2664357113618934 12.187899292665657 0.30731570534926494 -6.1988316125871421 11.747681636286085 6.1815948547756214 -2.4091099253142043 4.6098345759146069 4.0402831402710255 -3.9780783177126366 -0.53391129089704914 4.0238095521763269 9.2789086082598917 12.20475344996342 4.1283185763448333 2.9473321443607983 5.8077731037233855 23.927918332351922 14.681299140539659 19.997027752733878 2.5200710727197517 0.92839081112279254 2.5949860330081411 8.26289247866581 7.8530366678087136 -0.97396379786211895 1.3554884735845281 -6.8477248244752378 -3.0744841974966661 15.853378258545275 -5.5500330691460951 6.5312083818414992 6.2260180947697528 1.9760709991150849
leaf_weight=6885 26775 6098 14648 10898 7655 4900 5892 4702 28625 15763 45853 3805 7129 924 2636 871 9695 10156 6490 22828 1892 5606 38626 6589 7605 32524 19604 22215 10084 1423 3833 8967 3711 193 801 1326 3730 8998 6001 5707 4728 15655 10147 23229 35032 4325 31388 5956 5693 10605
leaf_count=6885 26775 6098 14648 10898 7655 4900 5892 4702 28625 15763 45853 3805 7129 924 2636 871 9695 10156 6490 22828 1892 5606 38626 6589 7605 32524 19604 22215 10084 1423 3833 8967 3711 193 801 1326 3730 8998 6001 5707 4728 15655 10147 23229 35032 4325 31388 5956 5693 10605
internal_value=0 5.19117 -3.04847 3.76633 -1.1681 5.49348 -5.21727 13.414 -2.12071 1.35409 -4.19714 7.66502 4.16402 -6.2256 15.6401 1.58014 1.47513 11.304 0.641459 -5.75405 9.11928 6.73408 -2.84877 5.06922 2.96636 -4.45999 -1.19402 3.44659 8.76123 14.6486 5.46159 2.20084 7.11281 17.7306 17.4795 18.0452 3.80762 1.19972 1.77438 7.41472 6.94631 -1.48627 0.753288 -7.08904 -3.2466 15.0338 -5.82321 5.74179 5.35897 1.49517
internal_weight=0 214372 365049 182712 195526 106476 169523 31660 145197 76236 84269 40433 66043 85254 15406 50329 49458 16254 52868 55140 15781 24652 81313 29200 23368 78377 63884 36843 13889 10450 22071 24663 19752 4956 4763 3962 25945 26093 15696 16041 10334 44280 24795 30114 42687 9027 54216 18238 12282 19603
internal_count=579421 214372 365049 182712 195526 106476 169523 31660 145197 76236 84269 40433 66043 85254 15406 50329 49458 16254 52868 55140 15781 24652 81313 29200 23368 78377 63884 36843 13889 10450 22071 24663 19752 4956 4763 3962 25945 26093 15696 16041 10334 44280 24795 30114 42687 9027 54216 18238 12282 19603
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 1 3 3 0 1 1 0 2 1 3 0 1 3 0 0 4 10 9 4 1 4 1 11 4 11 9 10 4 10 4 4 4 11 11 3 4 4 4 11 9 10 0 9 4 11
split_gain=7.4417e+08 1.8108e+08 1.49111e+08 4.96893e+07 4.33696e+07 2.22269e+07 2.01772e+07 1.14587e+07 9.24071e+06 7.47633e+06 4.98578e+06 4.51053e+06 4.23738e+06 3.97913e+06 2.53886e+06 2.53642e+06 2.44257e+06 1.69519e+06 1.61452e+06 1.49533e+06 1.2203e+06 1.11982e+06 1.15912e+06 1.08541e+06 1.0824e+06 1.07542e+06 900168 892807 878024 821511 785731 805895 672353 636079 634654 629595 618455 596046 586337 575152 556352 554588 547749 543286 529830 753253 517523 483538 462644 455264
threshold=2069.9651750000003 3.5000000000000004 1525.7882200000001 2.5000000000000004 763.29588003207004 1269.7676500000002 25.500000000000004 27.500000000000004 635.82072753207001 1786.9233750000003 2504.0887350000007 811.40578753207012 3.5000000000000004 1105.6075450000003 30.500000000000004 663.38198003207015 1850.8538350000001 35.500000000000007 552.79484753207009 698.35489753207014 6.5000000000000009 0.58898944193061853 2.5000000000000004 4.5000000000000009 1652.8601900000001 4.5000000000000009 1002.5879050000002 0.3133928571428572 6.5000000000000009 0.070197044334975381 1.5000000000000002 0.37668918918918926 3.5000000000000004 0.16441441441441443 3.5000000000000004 7.5000000000000009 6.5000000000000009 0.15894736842105264 0.046536796536796543 20.500000000000004 2.5000000000000004 9.5000000000000018 3.5000000000000004 0.05634920634920635 1.5000000000000002 0.36939571150097467 1127.0524375320704 2.5000000000000004 4.5000000000000009 0.087595907928388769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 12 13 11 15 -7 24 20 21 16 26 25 39 29 27 -15 -10 46 22 -5 -11 48 -8 -1 35 -13 32 -25 -32 -4 -27 -18 -9 -12 -17 -24 -3 -20 -16 -21 -36 -26 -46 -2 -35 -6 -30
right_child=1 7 4 6 9 8 14 17 19 23 36 28 -14 18 41 37 34 -19 40 42 -22 -23 38 30 44 33 -28 -29 49 -31 31 -33 -34 47 43 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-6.6871289148758848 0.32367289902821383 8.5148214078653286 0.4935906457628666 2.724609368738812 -2.7448712515387381 -0.31732409320630117 5.4376776510756653 13.491901891188398 -4.0486344926788638 -1.1469840034344925 2.3850002640571377 4.7514267557212824 7.0878315023683358 -1.5552977396749625 8.7258785918073141 12.122342789975932 1.4340990198529477 17.184691026353377 -5.4374501713054215 -3.6245025006459937 1.761911729138399 4.4391275826973153 4.3918819861083698 -0.77612496179599 -2.1287106051553493 6.5935554351475636 -5.7684542694816479 10.823667802488231 6.1418950812537982 -0.53420650665303004 -0.4086298153275067 0.91867003721590912 1.5580692839336128 7.4339776570267535 2.8283552280814268 15.214440502465994 3.6760527156781926 9.6157239263097978 2.8274579496584309 10.120147871109719 -4.7580010769565595 10.79529328486182 -2.9181549883391487 1.3770276523989236 -1.9121219469185733 -0.64643595646408736 1.1693077265272092 9.0105741059766888 -2.0446468433349256 4.6715494078314839
leaf_weight=18375 17900 3392 8797 15438 25137 9262 3547 4107 44220 23513 6440 14287 1473 1418 4811 8617 5830 2182 17599 19555 15333 12711 9761 16199 17520 6468 25423 769 11303 2994 10367 8187 18230 6953 17606 4390 8754 1066 3175 6525 38231 1772 25032 3022 10939 8247 12149 2701 15106 2588
leaf_count=18375 17900 3392 8797 15438 25137 9262 3547 4107 44220 23513 6440 14287 1473 1418 4811 8617 5830 2182 17599 19555 15333 12711 9761 16199 17520 6468 25423 769 11303 2994 10367 8187 18230 6953 17606 4390 8754 1066 3175 6525 38231 1772 25032 3022 10939 8247 12149 2701 15106 2588
internal_value=0 5.18867 -2.47527 3.80134 -0.495834 -4.39557 5.22222 12.1634 -3.32311 -1.47679 1.56093 4.32742 1.79295 -5.43643 7.58304 10.6951 1.65485 14.6771 -4.88755 -3.63659 1.03598 3.65911 3.30968 -0.62226 -2.12384 7.01411 -6.15387 14.0866 5.30185 1.03748 -0.267245 0.177045 1.21159 7.36094 2.35536 14.3819 3.12884 11.8464 4.00791 9.57106 -4.97218 9.28292 -3.22795 2.61574 -1.73113 -1.36807 0.665568 7.87508 -2.48203 5.86796
internal_weight=0 187139 392282 156091 193167 199115 95515 31048 98069 135215 60576 69263 57952 101046 26252 19600 56479 11448 57248 88807 45382 41085 28374 58266 76949 19669 43798 9266 28178 30021 34753 18554 27027 16122 26458 8497 15194 9683 12936 9917 55830 6583 44587 20628 36706 19186 30049 9654 40243 13891
internal_count=579421 187139 392282 156091 193167 199115 95515 31048 98069 135215 60576 69263 57952 101046 26252 19600 56479 11448 57248 88807 45382 41085 28374 58266 76949 19669 43798 9266 28178 30021 34753 18554 27027 16122 26458 8497 15194 9683 12936 9917 55830 6583 44587 20628 36706 19186 30049 9654 40243 13891
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=51
num_cat=0
split_feature=1 2 1 2 2 3 3 1 0 0 0 3 1 3 1 0 0 0 0 1 4 4 4 4 4 4 9 9 10 11 4 4 10 11 11 9 10 9 10 11 3 9 9 10 9 10 11 0 11 4
split_gain=6.0399e+08 1.73092e+08 8.72534e+07 5.49544e+07 3.13401e+07 2.22169e+07 1.0187e+07 9.55473e+06 6.96741e+06 6.06862e+06 4.6818e+06 3.70672e+06 3.44847e+06 2.39418e+06 1.72617e+06 1.45477e+06 1.35427e+06 1.33401e+06 1.26512e+06 1.24088e+06 1.20545e+06 1.18555e+06 1.08063e+06 971832 926250 884390 871601 816433 921769 773263 793256 695527 684607 619696 586479 580530 576701 557177 624921 540936 535772 535553 521884 577618 517656 512069 504933 504348 463195 450942
threshold=1936.8969000000002 3.5000000000000004 1420.6708450000003 2.5000000000000004 2.5000000000000004 23.500000000000004 25.500000000000004 1156.61159 1144.5916150320702 830.42336253206997 578.80819128206997 28.500000000000004 2194.0559150000004 29.500000000000004 1652.8601900000001 1282.0928750320702 643.82824003207008 587.33831253207006 550.61510669873678 1015.4954500000001 5.5000000000000009 5.5000000000000009 3.5000000000000004 5.5000000000000009 9.5000000000000018 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.36474501108647456 0.26138716356107666 9.5000000000000018 3.5000000000000004 0.52440476190476204 0.037749287749287756 0.16064516129032261 1.5000000000000002 0.42206477732793529 1.5000000000000002 0.37668918918918926 0.26138716356107666 36.500000000000007 2.5000000000000004 2.5000000000000004 0.70106382978723414 1.5000000000000002 0.39009661835748799 0.33712121212121215 508.2102350320701 0.37638888888888894 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 9 12 17 19 23 25 -9 20 31 46 -6 44 -12 -3 -16 -1 -7 -14 -11 -2 40 -4 -15 -24 -29 30 -28 -5 41 42 -33 -27 -37 -25 -39 -23 -13 -20 43 -22 -10 -46 -8 -21 -19 -18
right_child=1 6 4 5 14 11 13 10 15 22 16 24 21 26 18 -17 49 48 32 47 33 39 27 37 -26 35 29 28 -30 -31 -32 34 -34 -35 -36 36 -38 38 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-5.9626686947316641 -0.13696322410196779 7.5154839260454125 -2.9150348895134712 1.5262616039630956 0.21312187915357411 4.647275913080553 11.644033583632348 -0.83949750158770076 1.0785708074030509 -1.8725160345374787 -4.2927801629189775 6.989351650026089 3.235469686930919 16.29396418415627 6.1334074170520054 2.994372130736545 -3.8327616277509975 9.7037115013527675 0.60480987048440149 -1.1429695822520933 5.2094172035936799 4.5144587479078684 -1.389776546811115 0.20979292661746271 9.3512422262001618 -2.5507613454047475 13.036964483971378 -1.1216381372055515 0.060413150564701923 10.506214604276545 15.645219876102272 2.9042941724097449 2.0526182842913148 4.9649205991856142 1.3996674719595035 -2.2589614093197472 -1.2071198769016411 0.55724403849429949 1.9430389913314905 3.0264030131196673 9.6037140442265425 1.6650349760555594 7.1305809938159017 6.7443380992711512 1.5188370192947265 2.966722414418264 8.3212339015046428 -5.0397061320754837 6.1561361739719951 -3.2183094546721893
leaf_weight=20729 28065 4325 30522 5942 14851 9014 8298 5283 9575 18102 45121 8453 16048 1256 584 12225 24149 10824 10786 335 5382 21383 24546 11319 2648 25253 3827 14682 11980 801 1677 22246 11315 4166 2932 13310 8568 7410 5802 2758 864 8534 5407 4503 6047 4098 484 38979 381 23632
leaf_count=20729 28065 4325 30522 5942 14851 9014 8298 5283 9575 18102 45121 8453 16048 1256 584 12225 24149 10824 10786 335 5382 21383 24546 11319 2648 25253 3827 14682 11980 801 1677 22246 11315 4166 2932 13310 8568 7410 5802 2758 864 8534 5407 4503 6047 4098 484 38979 381 23632
internal_value=0 4.00602 -2.60209 2.89612 -1.17516 4.35149 10.8412 -4.3429 0.972416 -1.88857 -3.73521 6.22393 3.28968 12.584 1.10061 2.13728 -3.89988 9.00727 1.5228 -5.3366 5.60327 3.90162 -1.2084 0.264915 7.70085 -2.49567 13.8884 -0.973629 -0.590509 13.4092 13.8317 2.49942 1.4349 6.04614 2.72908 -2.22409 -1.84703 0.724689 1.16581 4.34446 7.23179 1.07313 6.34069 5.90863 1.60595 2.1037 11.4609 -5.0065 9.58308 -3.52886
internal_weight=0 228160 351261 196287 193033 111746 31873 158228 84541 146963 98185 40437 71309 16343 46070 31945 92902 15530 31219 60043 28472 40189 69310 52596 11965 77653 7561 51208 26662 6305 5504 31120 30635 19458 25178 47131 21878 24531 13212 24141 9317 19320 15292 9885 19720 10145 8782 39314 11205 47781
internal_count=579421 228160 351261 196287 193033 111746 31873 158228 84541 146963 98185 40437 71309 16343 46070 31945 92902 15530 31219 60043 28472 40189 69310 52596 11965 77653 7561 51208 26662 6305 5504 31120 30635 19458 25178 47131 21878 24531 13212 24141 9317 19320 15292 9885 19720 10145 8782 39314 11205 47781
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=51
num_cat=0
split_feature=1 2 1 2 2 1 0 0 2 0 2 1 3 1 3 3 3 1 3 0 4 4 4 4 4 4 10 9 10 4 6 11 1 9 10 4 1 11 0 4 9 10 3 4 4 4 9 4 9 10
split_gain=4.90101e+08 1.14784e+08 1.03251e+08 3.0548e+07 2.90516e+07 1.54219e+07 1.2796e+07 7.60246e+06 6.7066e+06 5.05606e+06 3.02384e+06 2.94544e+06 2.44446e+06 2.29624e+06 1.97666e+06 1.7235e+06 1.65597e+06 1.30393e+06 1.191e+06 968650 942208 883071 864781 823485 774557 748824 732155 705922 915839 701927 648640 647704 595466 582977 763133 516194 498177 495929 472318 465232 451300 510068 441097 425499 415983 393139 388467 382949 376802 515405
threshold=2092.9460250000006 3.5000000000000004 1537.7339850000001 2.5000000000000004 2.5000000000000004 1252.60679 915.06066003207002 769.42615503207003 2.5000000000000004 902.44223919873673 3.5000000000000004 2478.1650450000002 21.500000000000004 1082.6755650000002 30.500000000000004 15.500000000000002 23.500000000000004 1372.7367550000001 34.500000000000007 539.79532253207014 3.5000000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 4.5000000000000009 8.5000000000000018 0.18274582560296851 1.5000000000000002 0.30860805860805868 5.5000000000000009 1.5000000000000002 0.067816091954023008 2865.2936050000003 1.5000000000000002 0.42206477732793529 2.5000000000000004 943.4892500000002 0.059714795008912663 1304.6278725320703 2.5000000000000004 2.5000000000000004 0.6984848484848486 43.500000000000007 2.5000000000000004 6.5000000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009 1.5000000000000002 0.3133928571428572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 9 13 12 16 17 22 15 24 29 36 25 -6 -3 -7 31 -15 -14 37 -4 43 -2 40 -22 -24 -29 -5 -28 -9 47 -26 -35 -19 -1 45 -16 -21 41 -8 44 -11 -20 -17 -25 -13 -45 -50
right_child=1 7 4 6 10 8 14 18 -10 23 -12 32 20 19 38 21 -18 35 42 39 26 -23 27 46 33 -27 30 28 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 48 -46 -47 -48 -49 49 -51
leaf_value=-5.7214013744022445 0.12842498510753064 7.7592952227063581 -2.4757461313511033 2.4339372962570747 0.64721253673411128 -3.3885431307176965 4.3186980893222628 11.829226146900032 -0.29364632230258086 -1.5633655361897194 5.7323203701992433 1.3295734922487914 2.8158911712380421 -1.277777346099723 7.1847560695135586 0.73366248488848695 9.6015036761099068 -3.2576571910444949 11.326628614184747 -4.5436091348730949 3.7430991370448967 2.4650271665471255 -1.8557049347244428 -0.37403592001276725 0.66776972043988192 6.5666869663556744 5.4740531964962731 -1.6977776527912845 -0.65513043460962828 3.3424784941352517 4.1512232575814698 9.7584733880286088 3.7298487220779641 1.0064680676483675 2.4142625287536106 -2.5033114938592567 -4.8709173613105801 0.27223383725324751 9.4913142145749418 -3.9309985928428377 5.8958140691675043 5.7868955663403074 19.581575709773649 -0.96185279070562724 14.217615184982007 1.8130846293244198 0.47567115298075202 2.5147545616811837 -0.77344066289548752 0.31416327729625187
leaf_weight=9163 10012 9744 11068 15636 20182 42998 6684 6655 10304 5051 1653 3766 4339 1215 5491 4139 9774 11383 669 18434 9814 12845 32177 10342 13878 5806 7929 17688 16086 18642 6961 1954 3066 9966 6275 44669 27732 3143 1059 37850 6619 3663 124 13975 1944 18259 11215 9875 9330 8175
leaf_count=9163 10012 9744 11068 15636 20182 42998 6684 6655 10304 5051 1653 3766 4339 1215 5491 4139 9774 11383 669 18434 9814 12845 32177 10342 13878 5806 7929 17688 16086 18642 6961 1954 3066 9966 6275 44669 27732 3143 1059 37850 6619 3663 124 13975 1944 18259 11215 9875 9330 8175
internal_value=0 4.32635 -1.9551 3.17998 -0.312311 -3.53001 4.29971 9.87843 -2.7217 -1.12652 1.51439 1.35489 3.49996 -4.46642 6.02677 1.39535 8.68182 -2.97428 11.9369 -4.07133 4.17496 1.78869 -1.65779 -0.422118 0.89041 5.58643 4.41367 -1.52052 -1.20118 2.92805 4.85564 11.3592 2.47059 1.14371 1.55039 -2.6565 -5.08214 1.44855 7.55768 -4.13164 5.25097 4.83846 13.754 -0.711351 13.4774 1.61361 0.068023 2.18755 -0.574645 -0.265519
internal_weight=0 180345 399076 149481 195328 203748 92643 30864 109354 135107 60221 56838 63321 94394 29322 58568 19518 99050 11346 57499 29043 38386 77019 58088 40131 22772 24704 65951 33774 34278 14890 8609 16707 30119 16241 56052 36895 25541 6550 56284 16966 10347 2737 36531 2613 22398 21557 13641 31480 17505
internal_count=579421 180345 399076 149481 195328 203748 92643 30864 109354 135107 60221 56838 63321 94394 29322 58568 19518 99050 11346 57499 29043 38386 77019 58088 40131 22772 24704 65951 33774 34278 14890 8609 16707 30119 16241 56052 36895 25541 6550 56284 16966 10347 2737 36531 2613 22398 21557 13641 31480 17505
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=51
num_cat=0
split_feature=1 2 1 2 2 0 0 1 1 1 0 0 3 1 3 4 3 1 4 4 3 10 4 4 11 2 10 11 6 9 10 10 9 4 9 10 11 9 4 6 0 4 1 11 9 3 4 10 9 10
split_gain=3.97607e+08 1.15205e+08 5.50823e+07 3.71327e+07 1.95266e+07 1.52641e+07 6.93811e+06 6.38342e+06 4.95052e+06 3.85066e+06 3.16077e+06 2.84394e+06 1.9678e+06 1.56095e+06 1.07877e+06 1.07058e+06 1.0482e+06 1.00639e+06 967229 864770 782616 772435 735854 718936 694642 691305 685529 635913 609506 596725 775159 572642 541985 522194 498169 508433 481804 478717 469107 447213 435025 411295 410221 390161 385506 372325 360926 358874 351331 369337
threshold=1923.0032150000002 3.5000000000000004 1420.6708450000003 2.5000000000000004 2.5000000000000004 840.46259753207016 722.35747503207006 1176.5791850000003 2277.1025750000003 1612.7454700000003 997.54235919873679 587.33831253207006 19.500000000000004 3475.2235900000005 14.500000000000002 7.5000000000000009 20.500000000000004 1015.4954500000001 3.5000000000000004 4.5000000000000009 34.500000000000007 0.19139194139194141 3.5000000000000004 3.5000000000000004 0.046536796536796543 3.5000000000000004 0.52440476190476204 0.036375661375661381 1.5000000000000002 1.5000000000000002 0.47140522875816998 0.58434959349593507 2.5000000000000004 4.5000000000000009 1.5000000000000002 0.43534002229654406 0.053342816500711245 2.5000000000000004 10.500000000000002 1.5000000000000002 508.2102350320701 4.5000000000000009 2775.3070650000004 0.37638888888888894 2.5000000000000004 24.500000000000004 2.5000000000000004 0.70710784313725505 1.5000000000000002 0.42206477732793529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 9 12 16 17 23 33 21 -9 36 27 -6 42 -3 -1 -14 46 32 44 -13 -2 39 31 38 -8 45 -25 -31 37 47 48 -21 -36 41 -16 -15 -20 -19 -5 -10 -18 -7 -23 -11 -12 -4 -50
right_child=1 6 4 5 14 10 13 11 15 19 20 22 18 26 25 -17 43 40 24 34 -22 28 -24 29 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-4.8417154117985248 -0.64971833512880783 5.9880802463705232 -2.6432573425631034 1.5801148081463872 0.18855225772360193 3.1137425603451403 10.003612783865062 -0.69709251464462396 1.2164211544882322 -1.9484286003631768 4.7682238628899407 -3.3839319372349168 1.9013839999190818 10.65430302036963 0.4079835891725776 2.6193034640698811 7.9171262152139734 -0.9331804291085346 3.865520740128809 -1.1180920046957008 7.7525551771925336 4.7281415824575062 -2.7973576841454197 -0.05865778406893038 2.2622598918340251 5.1606882984087186 14.472421092708482 8.1285833536547809 4.1511611149614582 0.25288257344323822 1.4244229769581565 1.7723904682966882 6.540828085819502 -1.7259546098467216 -0.82766915183993628 0.20337536512774845 1.0648249057601415 1.4587687052793814 13.1360247547303 2.9843802896448035 -4.0338489452759223 2.4140996990390975 2.5553134007301894 4.7522336426419818 4.2246441911045594 6.0440117736632955 -1.2530323948248361 6.1451613964557037 -2.3758501668235295 -1.5410245531521305
leaf_weight=20729 8851 4272 20010 8838 16080 5884 8297 5161 20817 9839 5398 46452 6044 3248 11029 9567 11642 457 14643 20005 2294 4718 39635 20851 5379 437 774 2313 8943 15943 8746 9707 5358 20725 11838 8025 4959 7144 995 9495 45794 17870 2571 403 6659 3951 30916 2915 14422 8378
leaf_count=20729 8851 4272 20010 8838 16080 5884 8297 5161 20817 9839 5398 46452 6044 3248 11029 9567 11642 457 14643 20005 2294 4718 39635 20851 5379 437 774 2313 8943 15943 8746 9707 5358 20725 11838 8025 4959 7144 995 9495 45794 17870 2571 403 6659 3951 30916 2915 14422 8378
internal_value=0 3.19829 -2.14556 2.31048 -0.991048 3.50454 8.77617 -3.52136 0.76096 -1.55579 4.9056 -2.97718 2.54337 10.2821 0.842688 1.72814 7.33391 -4.26271 3.05391 -1.09699 6.04335 4.30324 -3.11387 0.174955 3.28991 1.21414 11.7355 9.59485 4.73036 0.335236 0.667897 1.15228 5.75655 -2.13799 -0.76586 -0.411109 1.97005 0.821058 11.2363 3.51891 -4.00321 2.13812 1.3636 7.81124 3.70351 5.32787 -1.42091 5.25105 -2.33746 -2.06909
internal_weight=0 232638 346783 200694 188555 113348 31944 158228 87346 144158 46120 91248 67228 15627 44397 32955 16317 66980 35561 80623 15965 30155 86087 54391 29517 28317 5017 10610 17612 45540 24689 27880 13671 63535 39868 19863 31667 18173 4243 24138 46251 26708 23388 12045 12543 8669 40755 8313 42810 22800
internal_count=579421 232638 346783 200694 188555 113348 31944 158228 87346 144158 46120 91248 67228 15627 44397 32955 16317 66980 35561 80623 15965 30155 86087 54391 29517 28317 5017 10610 17612 45540 24689 27880 13671 63535 39868 19863 31667 18173 4243 24138 46251 26708 23388 12045 12543 8669 40755 8313 42810 22800
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=51
num_cat=0
split_feature=1 2 1 0 2 1 3 3 0 1 2 1 1 3 3 4 0 3 4 4 4 2 4 5 4 10 11 11 6 9 10 11 4 4 9 1 11 4 3 4 9 10 9 10 1 5 5 11 4 9
split_gain=3.2293e+08 7.42973e+07 6.88821e+07 1.95704e+07 1.94864e+07 1.0071e+07 8.65763e+06 5.11345e+06 3.93838e+06 3.65508e+06 2.02932e+06 1.95518e+06 1.95203e+06 1.74863e+06 1.29691e+06 1.28703e+06 1.15375e+06 834076 824362 706091 646765 645122 609880 590990 634674 577800 568354 529899 627958 529417 743189 521746 512074 507367 489380 479138 470564 415315 407741 402390 399705 432883 394710 784491 393884 389373 363950 352287 347883 346938
threshold=2100.9616750000005 3.5000000000000004 1531.7582150000001 765.38439336540341 2.5000000000000004 1282.6957450000002 25.500000000000004 27.500000000000004 641.81359503207011 1774.9359500000003 3.5000000000000004 1120.5837400000003 2518.2469050000004 21.500000000000004 16.500000000000004 8.5000000000000018 651.62894169873675 35.500000000000007 3.5000000000000004 5.5000000000000009 2.5000000000000004 2.5000000000000004 6.5000000000000009 12.500000000000002 3.5000000000000004 0.71651785714285732 0.13714733542319751 0.042572463768115944 1.5000000000000002 1.5000000000000002 0.38548951048951058 0.3133928571428572 4.5000000000000009 3.5000000000000004 2.5000000000000004 921.45861850000017 0.20942982456140355 7.5000000000000009 32.500000000000007 7.5000000000000009 1.5000000000000002 0.3066239316239317 2.5000000000000004 0.61651583710407254 2940.4779350000003 5.5000000000000009 16.500000000000004 0.12060606060606062 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 12 11 13 16 -7 29 14 35 22 33 26 23 -3 31 -15 49 -10 48 -2 24 -8 34 32 28 -20 -5 -31 37 -4 -6 -16 -1 42 -9 -17 47 -22 -42 43 -35 -14 -26 -19 -18 -13 -11
right_child=1 7 3 9 6 8 15 17 20 19 -12 21 44 18 25 38 39 46 27 -21 40 -23 -24 -25 45 -27 -28 -29 -30 30 -32 -33 -34 36 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-4.7915788112659978 0.49865647538440067 6.1554429625769336 0.42305871732517303 -1.691799264228488 1.3310833768189037 -0.20331338896532372 2.9440046238185058 8.7749743754681386 -2.863002989757943 -0.9438592364827465 4.6117178068170324 -3.412684722367918 1.9330327592955461 2.0259066908194909 0.96049424337952649 5.7612243832983063 7.4885217407599827 11.206645881125784 4.281029783336896 0.049245070562679474 -2.4230129872114898 -1.1490622107515136 1.3034180285120629 7.493537526955703 4.2458763963613828 2.3415997043056729 -0.73331810810074916 2.7254636232463998 3.223159239727567 -1.5192463721598313 -0.60790545401270846 6.7777198691235956 1.2573057741155231 1.7443037323572654 1.9944915491060364 -3.8907620269207279 1.4155190981603027 10.174004874113345 7.5438594658305682 8.5058050305063642 -2.2999978113082302 -1.5444177374078087 3.1802527231556823 3.1376918018399662 3.4847675931781499 5.2361661090573222 18.436690984831916 5.145764331605732 -2.9009973924865484 -0.36803406463381727
leaf_weight=6885 26646 8587 15519 34802 4029 9506 2304 4107 19007 19134 1720 33803 12505 3758 12581 5698 6053 2110 12755 24119 37032 1559 14564 682 8296 8051 2565 5544 10019 22013 15077 769 13991 8959 7195 41464 3366 4390 1656 3993 15633 14724 9622 7360 1882 7615 72 718 21892 23090
leaf_count=6885 26646 8587 15519 34802 4029 9506 2304 4107 19007 19134 1720 33803 12505 3758 12581 5698 6053 2110 12755 24119 37032 1559 14564 682 8296 8051 2565 5544 10019 22013 15077 769 13991 8959 7195 41464 3366 4390 1656 3993 15633 14724 9622 7360 1882 7615 72 718 21892 23090
internal_value=0 3.5444 -1.57243 -0.256996 2.61022 -2.8771 3.50611 8.01102 -2.13525 -0.917687 1.22512 -3.5508 1.13317 2.89044 1.12788 5.04022 7.01995 9.68625 3.41753 -0.382406 -2.34782 -3.1554 0.783067 4.60342 4.49521 1.62743 0.69448 3.60221 3.81564 -1.41165 -1.14879 9.27204 0.818584 2.38327 1.33669 -4.01904 2.52792 9.49779 6.16264 7.70962 -2.20251 -1.93352 2.67226 2.37273 2.13602 4.71983 11.4452 7.24009 -3.21156 -0.628972
internal_weight=0 178059 401362 199857 147260 201505 91663 30799 95902 138235 61622 105603 55597 65412 59902 26251 19351 11448 32076 66343 86396 57254 41210 18897 18215 27827 32075 28318 22774 71892 37090 9266 29510 33336 19776 48349 29307 8497 7354 10764 67389 30357 25941 16319 14387 15911 2182 6771 55695 42224
internal_count=579421 178059 401362 199857 147260 201505 91663 30799 95902 138235 61622 105603 55597 65412 59902 26251 19351 11448 32076 66343 86396 57254 41210 18897 18215 27827 32075 28318 22774 71892 37090 9266 29510 33336 19776 48349 29307 8497 7354 10764 67389 30357 25941 16319 14387 15911 2182 6771 55695 42224
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=51
num_cat=0
split_feature=1 2 1 2 0 3 0 1 1 1 3 2 4 0 4 9 4 4 4 4 11 9 10 0 4 11 1 9 10 4 4 9 10 11 5 4 11 10 6 1 3 11 10 6 9 10 4 4 8 1
split_gain=2.62006e+08 7.6604e+07 3.49579e+07 2.49957e+07 1.24888e+07 1.06175e+07 4.68649e+06 3.89585e+06 3.49263e+06 2.53928e+06 2.37747e+06 1.71669e+06 1.30024e+06 1.06652e+06 863259 850729 836743 772787 758500 679666 605901 619357 1.00038e+06 578483 571669 551542 541607 506312 707941 491201 401842 393077 519156 376694 371001 485736 354043 349446 337638 325725 320206 311302 308855 301279 295666 314149 286094 283932 282832 282536
threshold=1909.8766900000003 3.5000000000000004 1408.8002100000001 2.5000000000000004 704.36429419873673 22.500000000000004 754.68448003207016 1149.5798500000003 2248.0378300000007 1635.8070600000003 27.500000000000004 2.5000000000000004 6.5000000000000009 626.28909503207012 7.5000000000000009 2.5000000000000004 6.5000000000000009 4.5000000000000009 9.5000000000000018 9.5000000000000018 0.050641025641025648 2.5000000000000004 0.56711711711711721 649.66348669873685 3.5000000000000004 0.059714795008912663 1002.5879050000002 1.5000000000000002 0.3133928571428572 4.5000000000000009 4.5000000000000009 1.5000000000000002 0.28759398496240607 0.070197044334975381 10.500000000000002 5.5000000000000009 0.31698564593301443 0.072299651567944254 2.5000000000000004 1629.8005200000002 22.500000000000004 0.20942982456140355 0.14495798319327732 1.5000000000000002 1.5000000000000002 0.42206477732793529 2.5000000000000004 5.5000000000000009 4.5000000000000009 2775.3070650000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 17 12 13 26 27 29 16 23 20 -3 30 -8 38 33 25 34 21 22 -5 46 -11 -17 -1 -2 -29 44 -10 -26 -33 39 35 -12 47 -18 42 -4 -32 -19 -7 -39 -6 -46 -9 -15 -36 -16
right_child=1 6 4 5 9 10 15 11 14 24 19 -13 -14 36 49 18 37 41 -20 -21 -22 -23 -24 -25 31 -27 -28 28 -30 -31 40 32 -34 -35 48 -37 -38 43 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-3.9856457791049564 -0.23907402327572763 5.204818825237993 -0.10117399483410594 0.96479954417806335 -2.1458752080507595 2.6202118785983437 10.91293704317218 -3.1802093033093715 0.38507515577935431 -1.3342471357592181 3.4180649940699404 -0.67532099901671749 2.7079826384935353 6.1351789650998851 1.8605542743063972 8.2760145067801396 3.295191989902106 1.2237616455890095 9.7352764893344403 6.271625312854173 0.8930339394511313 2.4132882380365213 2.1999994045392794 -2.309126442620244 -0.98216346874740212 6.3400784412966642 -3.3281348306714267 -0.096333970149971415 0.89545719115773226 -1.3411619101627108 0.92208656711373183 -0.87711597597020841 0.0078737909101915804 -0.96775645772020003 8.238197172223332 4.8587265054103854 4.3540424953635322 4.7569890138756712 2.3275138486642475 0.69094867416602213 1.737499361823315 -0.43235981791185774 3.6935066772996876 3.7047017417873152 -1.9197836999796856 -1.2070022890882708 -2.664225424044198 7.2059540300223137 5.1619263541314995 3.1284917662742115
leaf_weight=18375 25131 7593 8371 13001 23417 4367 1418 15269 6647 19297 3305 4903 18488 3702 7748 6492 5194 17652 2810 3122 7472 13906 13228 39681 24772 1903 39370 15149 13711 24630 10807 13067 13453 2252 451 8018 598 6132 5561 13666 8687 1213 6945 4891 16888 9755 36274 7480 886 2273
leaf_count=18375 25131 7593 8371 13001 23417 4367 1418 15269 6647 19297 3305 4903 18488 3702 7748 6492 5194 17652 2810 3122 7472 13906 13228 39681 24772 1903 39370 15149 13711 24630 10807 13067 13453 2252 451 8018 598 6132 5561 13666 8687 1213 6945 4891 16888 9755 36274 7480 886 2273
internal_value=0 2.55496 -1.76983 1.84508 -0.85663 2.82261 7.10591 -2.88815 0.598482 -1.30033 3.94019 -2.49816 1.99625 6.12899 1.35902 8.60522 3.45851 0.637104 8.31318 4.95013 1.71985 1.87378 1.58774 -2.59613 -0.870284 7.83717 -3.53736 0.0890904 0.374853 -1.70677 1.05651 -0.695732 -0.428181 0.26416 4.62424 4.43822 6.72468 3.97144 2.96552 0.390052 1.28545 1.11727 3.27916 4.29008 -1.88665 -1.65881 -2.81708 6.85145 6.19962 2.14815
internal_weight=0 237116 342305 205120 188433 114967 31996 153872 90153 145279 48872 96127 66095 19373 36162 12623 33090 43154 11205 15782 47607 40135 26229 91224 70589 8395 57745 53991 28860 74690 26141 51292 26520 24289 12660 11323 11780 16217 16873 22037 19494 18865 11312 11023 50060 26643 51543 11182 1337 10021
internal_count=579421 237116 342305 205120 188433 114967 31996 153872 90153 145279 48872 96127 66095 19373 36162 12623 33090 43154 11205 15782 47607 40135 26229 91224 70589 8395 57745 53991 28860 74690 26141 51292 26520 24289 12660 11323 11780 16217 16873 22037 19494 18865 11312 11023 50060 26643 51543 11182 1337 10021
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=51
num_cat=0
split_feature=1 2 1 2 2 1 3 3 2 1 1 2 1 4 4 0 4 4 4 9 10 11 4 0 4 11 9 10 3 4 11 4 5 10 3 4 11 4 9 10 4 6 4 10 9 10 4 4 9 5
split_gain=2.13318e+08 4.74323e+07 4.6876e+07 1.22499e+07 1.18597e+07 8.23585e+06 5.50501e+06 3.41262e+06 2.9084e+06 2.02926e+06 1.55084e+06 1.41608e+06 1.20741e+06 1.13035e+06 962520 946274 883869 553974 552086 534470 615826 498383 490478 486561 485654 479191 496459 777066 468481 466261 454268 447764 413756 393845 385961 376455 344228 337586 337500 440474 334742 321400 312352 304990 293803 523816 291580 286259 285591 284099
threshold=2117.048225 3.5000000000000004 1577.8175100000001 2.5000000000000004 2.5000000000000004 1307.5926000000002 25.500000000000004 28.500000000000004 2.5000000000000004 1837.8704850000001 1120.5837400000003 3.5000000000000004 2533.1724500000005 6.5000000000000009 5.5000000000000009 675.10688878207009 7.5000000000000009 3.5000000000000004 11.500000000000002 1.5000000000000002 0.33771929824561409 0.059714795008912663 2.5000000000000004 559.98215169873674 5.5000000000000009 0.046536796536796543 2.5000000000000004 0.6708333333333335 34.500000000000007 6.5000000000000009 0.059714795008912663 2.5000000000000004 9.5000000000000018 0.15504807692307696 20.500000000000004 5.5000000000000009 0.037749287749287756 3.5000000000000004 1.5000000000000002 0.23166368515205729 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.78319623971797891 2.5000000000000004 0.6708333333333335 2.5000000000000004 8.5000000000000018 1.5000000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 9 10 13 15 17 24 31 14 19 22 30 41 32 -7 21 -2 -21 35 -5 -12 38 26 27 -24 33 46 37 -1 40 -18 -15 -9 -17 -6 -4 -40 -8 -3 -25 -34 45 -36 -11 -14 -19 -37
right_child=1 7 4 6 11 8 16 18 -10 29 23 -13 47 34 -16 36 28 48 -20 20 -22 -23 25 42 -26 -27 -28 -29 -30 -31 -32 -33 43 -35 44 49 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-3.6199077605027634 0.3022990359258888 4.6929211204224996 -1.39156738305158 0.84494989525155906 0.43807421088736825 -2.0631524554983431 2.1373903953751952 6.9872925913502391 -0.15168012957196242 -1.0812144475604011 -0.98904065081628123 3.7837494573670982 1.5381586974130323 2.2472920257031634 1.587864476295056 6.7526775475851242 3.811399818652899 -1.7782610165093389 10.740053490830121 0.55227848522341916 1.6572097612621939 6.5578113133889646 1.4599346140892266 -2.8983483681607902 -0.50119004551634794 1.348724597864698 2.8727625045250802 2.7465293274668219 6.6070081848954532 0.46065538399666767 -0.18459823134291919 -3.0024911100443421 3.9270760668167521 5.0702768085829408 2.3134144035199191 8.566707526277435 5.3369554316148706 1.0711413225272171 -1.2966874789982912 -0.53658822076757751 3.5886135245491992 5.8179719472336942 -2.4183919044398339 6.3915756461187918 3.6969959741634391 3.6814149742044791 -0.22452601213620618 2.657525930659983 -1.2997936175802778 11.790038926822625
leaf_weight=20113 18946 6396 25710 3141 13509 41878 1862 1591 12205 4419 2026 1853 10794 6469 17889 8617 4297 28945 733 11442 9021 2137 10899 19402 16066 6195 10386 8246 1228 9536 5000 28236 1288 5894 7118 4531 2145 22375 14605 15950 10858 4211 45028 823 6323 4613 39359 2898 21924 291
leaf_count=20113 18946 6396 25710 3141 13509 41878 1862 1591 12205 4419 2026 1853 10794 6469 17889 8617 4297 28945 733 11442 9021 2137 10899 19402 16066 6195 10386 8246 1228 9536 5000 28236 1288 5894 7118 4531 2145 22375 14605 15950 10858 4211 45028 823 6323 4613 39359 2898 21924 291
internal_value=0 2.93615 -1.25388 2.16972 -0.0868084 -2.24311 2.88272 6.50532 -1.60283 -0.641078 -2.82843 1.06189 0.966095 2.37843 0.976078 5.80986 4.10052 -1.7938 8.10621 0.685027 1.03938 7.88041 2.04301 -2.51494 -0.986106 2.14834 2.31608 2.01409 4.76182 -0.172979 0.708388 -3.25933 3.59135 4.53948 2.91005 8.32113 6.47051 0.832815 -1.12457 -0.899908 3.37618 5.13957 -2.56292 4.88789 3.14752 2.85136 -0.311001 1.77508 -1.57205 8.76123
internal_weight=0 173393 406028 142741 186271 219757 89640 30652 104952 125645 114805 60626 53101 63390 58773 21369 26250 92747 9283 39409 20463 8550 38867 66456 72331 35726 29531 19145 11419 53314 40884 48349 14831 10191 24523 6413 10762 35884 56265 30555 12720 10607 64430 2111 18054 11731 43778 13692 50869 4822
internal_count=579421 173393 406028 142741 186271 219757 89640 30652 104952 125645 114805 60626 53101 63390 58773 21369 26250 92747 9283 39409 20463 8550 38867 66456 72331 35726 29531 19145 11419 53314 40884 48349 14831 10191 24523 6413 10762 35884 56265 30555 12720 10607 64430 2111 18054 11731 43778 13692 50869 4822
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=51
num_cat=0
split_feature=3 2 1 2 2 3 1 0 1 0 4 2 4 3 4 1 6 4 3 9 11 11 10 3 4 9 10 3 4 4 4 0 11 3 9 10 9 9 9 10 3 10 3 4 4 10 1 6 9 10
split_gain=1.7332e+08 4.22193e+07 3.35476e+07 1.25401e+07 1.02149e+07 4.76933e+06 4.32847e+06 2.74306e+06 1.99181e+06 1.89108e+06 1.43456e+06 1.13307e+06 1.00903e+06 959527 829686 776374 673263 653998 651308 550131 546376 531630 517142 515103 478437 471961 885850 459804 455586 453411 439120 407626 396167 395456 345024 466318 335722 326474 301562 394530 297989 294517 292995 284675 284541 274535 272003 265869 249216 271533
threshold=18.500000000000004 3.5000000000000004 1490.7107900000005 2.5000000000000004 2.5000000000000004 24.500000000000004 1233.6989000000001 786.8817525320701 1731.8666800000003 616.3299900320701 6.5000000000000009 3.5000000000000004 4.5000000000000009 30.500000000000004 3.5000000000000004 1037.4910300000004 2.5000000000000004 3.5000000000000004 23.500000000000004 2.5000000000000004 0.26138716356107666 0.34698996655518399 0.16441441441441443 22.500000000000004 6.5000000000000009 2.5000000000000004 0.65058139534883741 14.500000000000002 6.5000000000000009 4.5000000000000009 2.5000000000000004 518.73793503207014 0.24190177638453506 20.500000000000004 1.5000000000000002 0.46770833333333339 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.38548951048951058 34.500000000000007 0.71240601503759404 38.500000000000007 2.5000000000000004 1.5000000000000002 0.3066239316239317 857.45573300000012 2.5000000000000004 1.5000000000000002 0.42206477732793529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 8 12 15 18 30 -8 17 14 43 16 -6 46 22 -2 -3 -9 25 24 -7 48 -21 26 -14 -16 34 37 -4 -17 -29 -19 -10 -36 41 -11 -32 -40 -26 -24 47 -5 -33 -39 -1 -15 -12 -50
right_child=1 7 4 5 11 13 9 19 28 29 23 -13 20 42 27 31 -18 33 -20 21 -22 -23 36 -25 40 -27 -28 32 -30 -31 38 44 -34 -35 35 -37 -38 45 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-4.2027084155907559 -0.3365771474556552 4.6054701889946301 -1.7163559426801513 0.66265010673993852 0.048887911426474431 2.9698284129202084 -0.23358150758266583 9.1967847179901607 -0.793501447178667 -2.1934253670019417 0.53846354523383011 3.1486751953694232 1.6416399321721962 5.041418760376092 0.23353175518366057 -0.52169880587479922 2.5105565281992379 0.254067789423921 5.7332863198937485 5.862195562827706 1.3110045400970014 4.2160213043515737 3.0315828129145439 1.9377497746638612 7.2303416081728287 2.8866497697683724 2.7897657979686654 1.1619718030860662 0.19587185490137585 -1.4488407600228372 -1.2635634647513034 -3.1607078777970585 -0.093446818478839677 0.9643189506322879 -0.57227573483587379 0.21290174150612995 4.986510166654889 -2.0204722712523369 -1.1178574231299412 -0.39797612516046033 8.8764609938995171 4.2904168789926151 6.6723937230957278 1.6130747286791089 -2.4618676205977819 -1.4495876535339398 -3.0564784464545012 3.7052334503810074 0.89009283145018459 2.1079282467089153
leaf_weight=2273 9589 9474 11415 4195 15151 7492 7810 1250 24671 35087 6665 1930 14782 3062 8196 1021 8273 15770 11143 2063 5149 656 3450 9417 4562 13536 12322 32548 10857 20995 30948 6522 2724 15588 21849 11569 2842 18346 18657 12861 1449 4029 622 12669 54615 15575 23214 2899 4596 3043
leaf_count=2273 9589 9474 11415 4195 15151 7492 7810 1250 24671 35087 6665 1930 14782 3062 8196 1021 8273 15770 11143 2063 5149 656 3450 9417 4562 13536 12322 32548 10857 20995 30948 6522 2724 15588 21849 11569 2842 18346 18657 12861 1449 4029 622 12669 54615 15575 23214 2899 4596 3043
internal_value=0 2.47037 -1.21085 1.81949 -0.323857 2.5487 -2.18354 5.87379 -0.785298 -1.72624 0.744618 0.76462 2.03793 3.52827 0.686126 -2.69391 3.25602 0.386134 5.21503 7.23469 2.28147 6.95375 3.60224 1.36343 7.17619 2.40443 2.1636 0.908239 -0.398725 -1.85576 -1.14605 -2.50333 1.06502 0.607132 -0.509857 -0.300455 4.0613 -1.97956 -1.04183 -0.824108 7.62715 3.70973 4.6071 1.37665 -2.53642 -1.75835 -3.1587 4.39159 0.985329 1.37522
internal_weight=0 190587 388834 159990 203376 95322 185458 30597 142827 97813 64668 60549 62653 32669 58619 87645 26086 40947 20617 9980 45789 8730 17813 23721 8074 40640 27104 43468 68946 90003 73881 62158 35272 31358 58089 33418 10321 69008 62466 31518 6011 7479 6583 16864 61137 33921 25487 5961 14304 7639
internal_count=579421 190587 388834 159990 203376 95322 185458 30597 142827 97813 64668 60549 62653 32669 58619 87645 26086 40947 20617 9980 45789 8730 17813 23721 8074 40640 27104 43468 68946 90003 73881 62158 35272 31358 58089 33418 10321 69008 62466 31518 6011 7479 6583 16864 61137 33921 25487 5961 14304 7639
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=51
num_cat=0
split_feature=1 2 1 2 2 3 0 3 1 0 4 4 0 9 0 3 4 5 4 0 4 4 3 9 10 4 4 5 6 11 10 11 4 4 1 3 10 11 5 4 5 9 4 6 9 10 10 3 9 10
split_gain=1.40492e+08 4.14538e+07 1.77657e+07 1.39173e+07 6.32755e+06 6.14432e+06 2.64098e+06 2.1752e+06 1.75759e+06 1.36978e+06 1.31167e+06 812262 790200 678862 649047 623844 460086 444157 435281 422256 403355 387823 387130 370914 426847 365456 362715 360075 345670 332293 324833 321708 318126 317237 316851 313741 312179 311969 310889 277938 307168 267311 251848 244094 241932 334051 231179 226304 222586 421104
threshold=1889.9232450000002 3.5000000000000004 1385.5812750000002 2.5000000000000004 2.5000000000000004 22.500000000000004 704.36429419873673 20.500000000000004 1135.5642000000003 804.4082275320701 8.5000000000000018 5.5000000000000009 832.93715253206994 1.5000000000000002 567.29675669873677 26.500000000000004 3.5000000000000004 11.500000000000002 3.5000000000000004 562.62723503207019 2.5000000000000004 11.500000000000002 19.500000000000004 1.5000000000000002 0.44590643274853808 3.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 0.033908045977011504 0.077935222672064791 0.13714733542319751 5.5000000000000009 2.5000000000000004 2775.3070650000004 15.500000000000002 0.267948717948718 0.033908045977011504 5.5000000000000009 2.5000000000000004 4.5000000000000009 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.44281045751633991 0.3816526610644258 14.500000000000002 2.5000000000000004 0.47434210526315795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 7 9 11 19 18 26 33 15 39 29 34 -10 28 -6 21 -2 -3 -11 37 -13 -20 -25 -16 -1 41 30 -8 -7 47 -15 -4 -9 -22 -17 42 -38 -5 48 -12 -14 -21 -37 -46 -34 -18 49 -41
right_child=1 6 4 5 16 10 12 13 14 20 27 22 17 32 25 36 31 -19 23 43 35 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 46 -35 -36 44 38 -39 -40 40 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-2.9336761047017657 -0.61648687635055444 3.1357347666032065 -1.7292461823576009 0.36146098095870949 -0.069080977365618898 2.0027796180209303 5.7717166052764455 0.46193897172046977 -0.66703739191035338 -1.3086231371056669 3.1045994674579727 1.4168665959694302 5.1755660602864291 0.85421357128061826 -2.1346248105889565 2.639258581676871 0.35783869148515696 10.398894697072961 -0.15773441819774695 3.705155458420808 -0.8128861474464929 8.9021827079923899 2.0974767377219234 0.094102217581855191 0.90221535144418241 -1.7223150685349347 -2.4025369398790621 4.9836079632984465 1.9322771446372859 4.4172441258733697 3.0647547665420269 -0.54837816791648375 1.4230673794720248 -1.2025612332569129 1.7354072788886747 -0.63571146309834792 2.8128346678057401 5.2593469069322261 4.0881833654665787 0.26319926143394951 1.8297727735355658 4.2906532214194852 7.2354755428617752 4.7385267108824971 -0.44603917167285245 0.56028310664297765 2.3355796997739136 0.96987184088974754 1.4121778554534732 1.3482170070695041
leaf_weight=21809 8634 2999 14130 4483 14072 4459 8160 16624 4095 9433 4724 15430 720 5522 49382 6429 9872 336 21701 3108 35191 695 18232 17680 10370 38071 31324 2385 11608 2328 8135 2125 7202 59987 2214 16427 3193 1691 4762 7339 6248 3179 3379 8641 8855 5257 4518 15570 9715 6978
leaf_count=21809 8634 2999 14130 4483 14072 4459 8160 16624 4095 9433 4724 15430 720 5522 49382 6429 9872 336 21701 3108 35191 695 18232 17680 10370 38071 31324 2385 11608 2328 8135 2125 7202 59987 2214 16427 3193 1691 4762 7339 6248 3179 3379 8641 8855 5257 4518 15570 9715 6978
internal_value=0 1.82685 -1.32725 1.31953 -0.693875 2.04704 5.17814 0.41617 -2.16304 -0.997923 2.90341 1.43537 6.01596 1.02659 -1.89752 2.63591 0.396169 6.85379 0.0389476 4.19483 -0.69712 6.67011 1.7855 0.152695 0.392859 -1.95513 -2.62055 3.90669 2.32593 5.47107 2.68875 0.633663 1.47999 -1.30297 0.611608 -0.609362 3.15747 6.40218 3.57628 1.09633 1.20513 3.58169 6.87365 4.46517 -0.374835 -0.0711642 1.77484 0.732391 1.04273 0.792029
internal_weight=0 243821 335600 211764 190919 117299 32057 94465 144681 149280 48874 68425 17309 36080 91548 38586 41639 6821 58385 14748 75163 6485 33662 49751 28050 87453 53133 10288 24202 10488 12594 27567 17242 74117 18838 65730 14384 5790 7955 34763 30280 7903 4099 11749 30539 14112 11720 25442 24032 14317
internal_count=579421 243821 335600 211764 190919 117299 32057 94465 144681 149280 48874 68425 17309 36080 91548 38586 41639 6821 58385 14748 75163 6485 33662 49751 28050 87453 53133 10288 24202 10488 12594 27567 17242 74117 18838 65730 14384 5790 7955 34763 30280 7903 4099 11749 30539 14112 11720 25442 24032 14317
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=51
num_cat=0
split_feature=3 2 1 2 2 3 1 3 3 0 4 4 2 4 4 4 4 1 4 11 4 5 9 3 4 10 3 11 11 0 4 5 9 10 9 4 4 10 0 9 9 10 3 9 10 9 10 4 8 3
split_gain=1.14463e+08 2.75949e+07 2.20261e+07 8.1651e+06 6.98991e+06 3.18259e+06 2.50791e+06 1.84748e+06 1.4456e+06 1.05984e+06 1.02685e+06 868148 787556 700166 632065 629663 566242 550244 481654 464537 463384 462077 458589 414103 402171 386282 365979 365259 360248 358151 355795 380643 339429 360068 336963 320504 318020 315698 306517 300067 278567 293830 264899 247075 251487 238762 266835 235036 228423 225813
threshold=18.500000000000004 3.5000000000000004 1467.8065500000002 2.5000000000000004 2.5000000000000004 25.500000000000004 1233.6989000000001 28.500000000000004 15.500000000000002 616.3299900320701 6.5000000000000009 7.5000000000000009 3.5000000000000004 5.5000000000000009 9.5000000000000018 5.5000000000000009 3.5000000000000004 1025.6071500000003 2.5000000000000004 0.26138716356107666 3.5000000000000004 4.5000000000000009 2.5000000000000004 39.500000000000007 5.5000000000000009 0.60232558139534886 24.500000000000004 0.40238095238095245 0.067816091954023008 567.29675669873677 4.5000000000000009 8.5000000000000018 1.5000000000000002 0.27386363636363642 1.5000000000000002 1.5000000000000002 5.5000000000000009 0.43050193050193059 511.27667753207004 2.5000000000000004 1.5000000000000002 0.19722222222222227 24.500000000000004 1.5000000000000002 0.32971014492753631 1.5000000000000002 0.22967032967032971 3.5000000000000004 2.5000000000000004 46.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 8 11 17 13 24 -8 18 16 15 -3 30 29 -5 -1 -2 21 -10 22 25 28 40 -18 43 42 36 -6 -7 39 -22 -34 -20 -11 -9 -36 -19 -32 -4 -42 -15 -12 -45 -37 -47 -40 -23 -25
right_child=1 7 4 5 12 14 9 23 20 35 26 -13 -14 27 -16 -17 19 38 34 -21 32 48 -24 49 -26 -27 -28 -29 -30 -31 31 -33 33 -35 37 45 -38 -39 47 -41 41 -43 -44 44 -46 46 -48 -49 -50 -51
leaf_value=-2.6098805198644683 -0.6386457087813151 3.4603649598724537 -1.2779378235415282 0.85131903533092224 -0.080668250950495582 2.009960146503345 -0.22063038142946595 4.838610019901159 -0.79827326896606421 -2.2165822997632509 0.55407002775185032 2.461078997850537 2.5857818571403315 4.328975147455874 4.1452107298480847 1.042559402474075 0.88491018576149638 -0.32599002146923839 0.14266180611135781 0.77898326669173867 -0.44397564637780684 2.8929574659303512 2.1069967542840629 7.8825630074329274 -0.4805419121269302 1.7856573643760045 1.921313605152146 2.0665329929006835 4.6040265570165335 0.53397533563195321 2.4939195485284702 4.2803428549608302 -0.31313232360317073 0.41834300080504588 0.4307611177988302 -1.6370349869005669 6.4968199587131608 1.3184773205335796 -2.2075911021512762 3.4049185309838692 -1.1852461100691007 -0.62922887472769506 5.2186065495685643 0.80952778855809704 1.8080165717034751 -1.5812444349378489 -1.0213327536595984 -1.8040917487632777 1.9785939498998812 16.021208900875518
leaf_weight=22933 4727 7400 29512 9727 14289 4575 6648 1503 15499 6336 8830 12682 1932 6824 4114 17320 10362 1027 18901 4997 24510 4530 11077 643 15387 8808 4762 521 2083 28170 9778 2051 12844 14136 11027 41664 5018 6292 41568 5737 16767 21942 6569 5379 4750 15851 18382 22117 6884 36
leaf_count=22933 4727 7400 29512 9727 14289 4575 6648 1503 15499 6336 8830 12682 1932 6824 4114 17320 10362 1027 18901 4997 24510 4530 11077 643 15387 8808 4762 521 2083 28170 9778 2051 12844 14136 11027 41664 5018 6292 41568 5737 16767 21942 6569 5379 4750 15851 18382 22117 6884 36
internal_value=0 2.00757 -0.98401 1.48136 -0.29772 2.06977 -1.80941 4.7591 -0.665024 -1.43512 0.614024 1.71351 0.598634 4.24628 3.00695 0.534411 1.54537 -2.18898 0.310729 1.69006 -0.318895 1.79934 1.59476 5.93654 -0.942352 1.29877 1.13757 4.66427 5.74891 0.327125 2.79545 3.00003 -0.174597 0.0701195 0.43463 -1.5333 6.11463 0.753269 -2.03982 2.83078 -1.04651 -0.870071 4.76532 0.940712 1.27777 -1.47626 -1.28059 -2.06746 2.34149 8.31407
internal_weight=0 190587 388834 159990 212308 95322 176526 30597 150597 88881 64668 69067 61711 21314 26255 59779 56385 87645 40947 46658 66989 41661 30247 9283 83608 19170 23721 13914 8604 42459 22141 17566 51490 26980 36220 82233 6521 17319 64712 15515 68221 38709 13393 18959 10129 75897 34233 63685 11414 679
internal_count=579421 190587 388834 159990 212308 95322 176526 30597 150597 88881 64668 69067 61711 21314 26255 59779 56385 87645 40947 46658 66989 41661 30247 9283 83608 19170 23721 13914 8604 42459 22141 17566 51490 26980 36220 82233 6521 17319 64712 15515 68221 38709 13393 18959 10129 75897 34233 63685 11414 679
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=51
num_cat=0
split_feature=3 2 1 2 2 3 3 1 3 3 1 2 4 6 4 10 4 11 9 11 11 4 4 6 1 4 9 10 9 10 9 4 10 3 9 10 4 4 9 9 4 10 9 6 4 3 10 11 0 0
split_gain=9.30581e+07 2.52846e+07 1.40332e+07 8.24722e+06 4.86158e+06 3.34223e+06 1.62907e+06 1.56127e+06 1.25793e+06 939007 902952 633139 562011 549882 514809 498791 482685 437762 433803 425162 418037 413918 377251 367223 365507 356622 343978 422829 330399 399450 315016 314972 298680 291219 288192 553612 278747 276826 272539 232923 228013 226213 214417 210951 208568 197785 197663 195790 191954 191921
threshold=17.500000000000004 3.5000000000000004 1426.6708500000002 2.5000000000000004 2.5000000000000004 22.500000000000004 27.500000000000004 1189.6128350000001 21.500000000000004 29.500000000000004 1688.9229800000001 2.5000000000000004 6.5000000000000009 2.5000000000000004 3.5000000000000004 0.13714733542319751 3.5000000000000004 0.063508064516129045 2.5000000000000004 0.3133928571428572 0.33712121212121215 4.5000000000000009 10.500000000000002 1.5000000000000002 975.55217650000009 5.5000000000000009 1.5000000000000002 0.28388278388278393 2.5000000000000004 0.70710784313725505 2.5000000000000004 4.5000000000000009 0.6984848484848486 20.500000000000004 2.5000000000000004 0.49418604651162795 4.5000000000000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.10620300751879701 3.5000000000000004 1.5000000000000002 1.5000000000000002 13.500000000000002 0.97402159244264519 0.40238095238095245 1243.5699533654035 486.25391403207004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 10 14 12 24 16 13 31 36 43 15 -5 42 -2 25 46 23 22 -10 -20 33 -1 34 -18 -28 29 -17 32 44 48 -16 35 -6 39 -12 -23 -9 -26 -32 -7 -3 -4 -36 -8 -14 -11 -42
right_child=1 6 4 5 17 9 18 11 21 30 37 -13 47 -15 19 28 26 -19 20 -21 -22 38 -24 -25 40 -27 27 -29 -30 -31 41 -33 -34 -35 45 -37 -38 -39 -40 -41 49 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-2.5006400476477442 -0.47283263216790411 2.8217104938904791 -1.7439502227183696 0.56243350336622633 -0.43663807194484106 1.6762029669528158 6.4601110548594711 -1.7507512626091508 0.25956368950558945 1.9337951368127986 -0.58190867489350329 -0.35361384392773815 4.3870342891948608 1.557144966185761 1.4437897799967023 1.8648222910031813 0.01403508391320531 -0.4297604676443576 4.8820612928343117 0.43994599739486423 2.7221024317681275 0.84562841369237973 6.752928792235342 1.0477915298584095 -2.4713815585742722 0.99826029368000724 0.14749089844832572 0.98112230177643056 3.4221470279596469 2.9851894873855302 3.2936593477314129 -0.6779198573226024 3.7220147186325265 2.0991317265140537 -0.02597066790153792 0.59482868828067403 -1.1185099548367639 -0.13146121157712107 1.5753824101654146 -1.3763675583366553 0.13221698008136915 5.119527444213551 2.8542591615551505 3.6971801675438196 -1.0247422336829253 0.92525134085067195 11.214406475663106 1.93610038501499 3.6884226837515239 -1.874804450691745
leaf_weight=13854 9870 6018 4388 9284 9618 9449 1465 34723 5881 2851 42584 5315 8455 11012 20276 6062 22407 5526 7864 4430 777 10210 1249 14240 6825 11350 12386 11959 4856 6699 1381 29733 2588 10188 2783 11337 17058 20075 10261 31871 481 1334 1847 5072 49722 10188 93 339 798 50389
leaf_count=13854 9870 6018 4388 9284 9618 9449 1465 34723 5881 2851 42584 5315 8455 11012 20276 6062 22407 5526 7864 4430 777 10210 1249 14240 6825 11350 12386 11959 4856 6699 1381 29733 2588 10188 2783 11337 17058 20075 10261 31871 481 1334 1847 5072 49722 10188 93 339 798 50389
internal_value=0 1.61037 -0.997318 1.17691 -0.432464 1.75587 4.24266 -1.69163 0.428243 2.36604 -0.724771 -1.41195 3.69553 2.15849 1.24536 2.38753 0.162617 0.410487 5.19296 1.3744 4.94864 0.998989 5.13848 1.467 -2.0394 0.513041 0.296769 0.556996 2.72012 2.45297 3.29169 -0.93939 2.9003 1.66295 0.35071 0.121402 -1.47919 -0.437592 1.21141 -1.57158 -1.92864 4.19079 1.86883 3.22211 -1.08307 0.721161 6.7439 4.29255 2.31751 -1.85583
internal_weight=0 221601 357820 190269 197304 107295 31332 160516 82974 48877 146502 88967 19884 39925 58418 28913 56622 50802 11448 49134 9890 26352 9113 44704 71549 45276 46752 24345 17617 12761 8952 83843 6237 30464 33926 20955 83652 62659 20471 66594 57695 2715 11296 11090 54110 12971 1558 8794 3649 50870
internal_count=579421 221601 357820 190269 197304 107295 31332 160516 82974 48877 146502 88967 19884 39925 58418 28913 56622 50802 11448 49134 9890 26352 9113 44704 71549 45276 46752 24345 17617 12761 8952 83843 6237 30464 33926 20955 83652 62659 20471 66594 57695 2715 11296 11090 54110 12971 1558 8794 3649 50870
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=51
num_cat=0
split_feature=1 1 2 2 1 1 2 4 2 3 1 1 2 10 10 9 0 11 6 0 9 10 4 9 9 3 10 9 4 4 9 5 4 11 9 10 1 3 0 4 5 10 5 9 10 4 4 10 4 10
split_gain=7.55736e+07 1.76782e+07 1.56108e+07 4.30429e+06 3.869e+06 3.12476e+06 1.96194e+06 1.27605e+06 897486 875491 627563 603045 585355 551158 537629 558699 454073 422474 421521 397681 363320 461586 319581 293334 290777 289894 274674 269229 267693 267515 265343 261646 256235 254542 237823 259904 231742 216713 210724 202568 197698 191963 186478 185220 276697 171230 170338 170111 169346 168259
threshold=2151.0799550000006 1583.7970500000004 3.5000000000000004 2.5000000000000004 2754.3987100000004 1325.6721300000002 2.5000000000000004 7.5000000000000009 2.5000000000000004 16.500000000000004 1074.5223450000001 3148.0373600000007 3.5000000000000004 0.18274582560296851 0.6984848484848486 2.5000000000000004 902.44223919873673 0.04083333333333334 1.5000000000000002 663.38198003207015 1.5000000000000002 0.47140522875816998 7.5000000000000009 2.5000000000000004 2.5000000000000004 20.500000000000004 0.43826219512195125 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 12.500000000000002 4.5000000000000009 0.05634920634920635 1.5000000000000002 0.18274582560296851 857.45573300000012 38.500000000000007 414.71305928207005 3.5000000000000004 4.5000000000000009 0.20256410256410259 3.5000000000000004 1.5000000000000002 0.45584415584415588 3.5000000000000004 3.5000000000000004 0.1126984126984127 2.5000000000000004 0.6984848484848486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 6 10 22 17 29 28 36 23 14 24 15 32 -9 19 25 -4 48 -22 39 49 -8 -15 -18 37 -3 -7 -12 45 -5 -17 -30 -36 -1 -13 -38 -2 -16 -25 -41 -31 -45 -21 -32 -29 -11 -6
right_child=2 3 7 12 11 8 13 16 -10 20 30 27 -14 18 40 33 26 -19 -20 31 21 -23 -24 41 -26 -27 -28 47 34 43 46 -33 -34 -35 35 -37 38 -39 -40 42 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-3.0032311399556768 -0.2278548538151593 -1.1392154004552308 2.9772020955426752 -0.22259140306582706 1.4495086689657242 -1.369015095166574 0.68578050474235785 4.3579080387822051 -0.10921279176016399 -0.93559533767121139 -1.6781429500988043 2.3694286051211515 2.2682302275818307 1.4579224894590752 0.92268401218367324 1.0121256567216921 5.4118398512981321 2.2468933609477664 1.2662868776362695 2.7886089245362027 -0.101747978305057 0.75309754276272012 1.0532288119797522 2.0882612499866586 1.3939356951711288 2.2617644616708374 8.2133935575565076 2.9242347011921237 -0.73312142449506745 -1.0882071837171621 -1.4706544029368518 7.3934467984871439 0.39602144694584407 0.078553570447853577 -0.67555044796507735 -0.12367803308165344 4.2258517523245382 4.5111323640159533 -1.9691981991098317 0.24285878460263147 1.8231233394620661 3.0962913650162593 0.74914380489323262 -0.97835727116492655 -0.36924041073553682 4.073275926639127 -1.0170306048631954 4.2684173790008595 -0.21397232492914281 2.124880654267594
leaf_weight=2273 4634 7779 6766 11769 8843 17958 11377 8873 12193 3728 49022 6419 2155 6918 13005 15419 2150 2894 14332 1196 17920 9755 9125 4844 11825 12764 418 1938 28502 37381 26062 220 15533 3603 14260 21251 55 510 32336 15281 3001 3097 13886 20992 11567 7830 12131 1831 25471 6329
leaf_count=2273 4634 7779 6766 11769 8843 17958 11377 8873 12193 3728 49022 6419 2155 6918 13005 15419 2150 2894 14332 1196 17920 9755 9125 4844 11825 12764 418 1938 28502 37381 26062 220 15533 3603 14260 21251 55 510 32336 15281 3001 3097 13886 20992 11567 7830 12131 1831 25471 6329
internal_value=0 -0.718488 1.81533 -0.01892 1.35138 -1.32723 1.0391 3.86325 -0.913203 -0.353115 -1.66724 2.27629 0.647894 1.42249 0.591873 0.419237 4.69682 3.35881 1.67882 3.55978 -0.0600423 0.199572 0.528085 1.98897 1.04669 1.97922 5.86786 2.89705 -0.585288 -1.02473 -1.52418 3.9861 0.129358 0.835296 -0.517974 -0.345291 -2.02717 2.52707 -1.95868 0.386316 1.09151 2.48139 0.483894 -0.93633 -0.761961 3.90305 -1.32657 3.57725 -0.306106 1.73124
internal_weight=0 415121 164300 193151 133953 221970 100142 30347 100091 128666 121879 33811 64485 57216 62330 46324 11441 18906 34014 16012 56874 27675 42926 23113 23202 19682 2568 10698 71792 87898 87215 9246 27302 19022 64013 35511 34664 6929 32391 33801 16006 7941 29167 69940 32559 9026 38193 3769 29199 15172
internal_count=579421 415121 164300 193151 133953 221970 100142 30347 100091 128666 121879 33811 64485 57216 62330 46324 11441 18906 34014 16012 56874 27675 42926 23113 23202 19682 2568 10698 71792 87898 87215 9246 27302 19022 64013 35511 34664 6929 32391 33801 16006 7941 29167 69940 32559 9026 38193 3769 29199 15172
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=51
num_cat=0
split_feature=3 2 1 2 2 3 1 0 4 0 4 4 4 4 5 4 4 9 3 2 10 10 6 5 10 11 6 11 4 4 8 4 9 9 10 3 9 6 8 10 9 10 9 5 9 10 3 9 11 11
split_gain=6.14727e+07 1.45957e+07 1.16875e+07 4.37065e+06 3.34961e+06 1.81395e+06 1.64083e+06 1.09572e+06 730170 700416 649651 568121 512916 445770 445266 404603 365267 364314 353995 348272 320412 305086 300567 282445 252459 252170 248875 244771 244317 237247 233005 231257 225223 210094 420196 209340 206001 198856 190652 188948 188823 205020 184380 182656 197351 241654 180209 176397 170696 168852
threshold=18.500000000000004 3.5000000000000004 1496.5213450000003 2.5000000000000004 2.5000000000000004 24.500000000000004 1240.6124950000001 804.4082275320701 5.5000000000000009 620.33109169873671 7.5000000000000009 6.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 15.500000000000002 3.5000000000000004 0.17445652173913045 0.47722567287784684 1.0000000180025095e-35 11.500000000000002 0.10620300751879701 0.042572463768115944 1.5000000000000002 0.19399641577060936 2.5000000000000004 10.500000000000002 4.5000000000000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 0.60232558139534886 15.500000000000002 1.5000000000000002 4.5000000000000009 2.5000000000000004 0.16441441441441443 1.5000000000000002 0.10620300751879701 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.6198686371100165 43.500000000000007 4.5000000000000009 0.20256410256410259 0.33712121212121215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 10 8 12 16 15 18 -8 17 23 22 -6 29 37 -1 -2 -4 27 47 -19 25 31 -16 -5 49 35 -11 42 -25 -7 -10 34 -24 -15 -18 48 -26 -34 -20 -42 -13 44 45 -14 -22 -9 -3 -17
right_child=1 7 4 5 13 11 9 20 32 28 -12 14 43 19 24 26 36 21 40 -21 46 -23 33 30 38 -27 -28 -29 -30 -31 -32 -33 39 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.8591175904243054 0.043481297787781759 2.4401599049415355 -0.75275797157127222 1.6781970418089718 -0.029551615618413785 0.3246209219971572 -0.11229727320096193 3.6519536219213764 -0.32121882942487739 -1.3834340372495386 1.100212471679952 1.6434404168340653 0.73225459940111071 0.3058030219985246 2.2831277152301084 3.182971339901453 -1.5839812011169074 0.32748213141191934 -0.59737518981277293 2.1156311820355085 5.0619424474776586 1.0679783821707254 0.24259607317417542 5.673449316362337 4.7380228253717354 0.56110906849324615 3.9277175249416616 -0.25367147727505784 -0.99420797916172909 3.286810050695872 2.2176313442528119 1.6709590516005237 -0.25416775856739798 1.2166151344794789 1.1693808336282365 0.78443703874270998 -1.1846775087688355 3.8658575618399311 3.2128038917055015 0.41353378251395601 -0.58785769207165928 0.035875772349357439 2.4691222532723867 2.0345604078201176 1.8913433277056257 1.7441987464131152 9.9237195699642875 5.1572237476768983 -0.038393647341892642 1.2678283139804269
leaf_weight=33447 27001 6638 59818 8963 15497 1433 8058 4232 18750 21072 12539 6531 5884 14248 2015 7862 36335 16812 20856 1453 3380 8316 11371 294 1157 2609 5705 3552 68719 1602 580 11631 6646 9309 8586 25478 20049 969 2810 11698 8110 15048 4616 6606 5385 3940 78 954 290 489
leaf_count=33447 27001 6638 59818 8963 15497 1433 8058 4232 18750 21072 12539 6531 5884 14248 2015 7862 36335 16812 20856 1453 3380 8316 11371 294 1157 2609 5705 3552 68719 1602 580 11631 6646 9309 8586 25478 20049 969 2810 11698 8110 15048 4616 6606 5385 3940 78 954 290 489
internal_value=0 1.47123 -0.721122 1.08853 -0.191553 1.51903 -1.28871 3.47234 -0.458322 -1.0054 0.453958 2.12314 1.20403 0.432656 2.48287 3.09683 -1.5973 0.298509 -0.594374 0.592787 4.42602 0.572546 0.994905 1.63971 3.19465 1.42634 3.41862 0.541659 -1.08555 2.14889 3.38011 1.52328 -0.0774932 0.824313 0.641322 0.612772 -1.442 2.52408 3.65764 0.171627 -0.379119 -0.182558 1.98536 1.5955 1.4048 1.1381 5.17161 3.92886 2.33641 3.07083
internal_weight=0 190587 388834 159990 201154 95322 187680 30597 140926 97849 64668 32669 62653 60228 18731 21953 89831 52129 103832 44731 8644 25128 40838 13938 5982 11572 14056 43278 89791 12749 874 13064 37094 29266 19957 39726 56384 7897 3967 18344 44014 23158 11147 21815 15209 9824 3458 5186 6928 8351
internal_count=579421 190587 388834 159990 201154 95322 187680 30597 140926 97849 64668 32669 62653 60228 18731 21953 89831 52129 103832 44731 8644 25128 40838 13938 5982 11572 14056 43278 89791 12749 874 13064 37094 29266 19957 39726 56384 7897 3967 18344 44014 23158 11147 21815 15209 9824 3458 5186 6928 8351
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=51
num_cat=0
split_feature=3 2 1 1 2 2 1 3 4 1 0 10 9 4 4 4 9 9 4 9 10 4 11 5 11 6 11 3 9 10 4 4 6 5 9 1 6 11 9 10 2 10 9 10 0 4 4 5 10 3
split_gain=5.00302e+07 1.33571e+07 7.58069e+06 4.47844e+06 2.91935e+06 1.58837e+06 1.09178e+06 1.00492e+06 707121 577263 550837 485442 536761 461809 404386 335626 317149 313403 300050 297980 444634 296033 292211 271097 270439 296149 260690 254015 239864 238382 235944 231924 220973 214683 214078 207541 203641 203095 196096 229833 192091 179085 191283 326070 178215 175272 169286 166745 159293 156535
threshold=17.500000000000004 3.5000000000000004 1366.7552700000003 2478.1650450000002 2.5000000000000004 2.5000000000000004 2940.4779350000003 24.500000000000004 4.5000000000000009 1113.6218500000002 1228.1295425320702 0.73798627002288331 2.5000000000000004 8.5000000000000018 2.5000000000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.27842377260981915 10.500000000000002 0.30151515151515157 7.5000000000000009 0.30495169082125612 1.0000000180025095e-35 0.046536796536796543 13.500000000000002 2.5000000000000004 0.17445652173913045 3.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 857.45573300000012 1.0000000180025095e-35 0.21132376395534294 1.5000000000000002 0.43534002229654406 3.5000000000000004 0.96609195402298864 2.5000000000000004 0.68857758620689669 414.71305928207005 3.5000000000000004 12.500000000000002 5.5000000000000009 0.17752100840336138 46.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 5 8 14 10 36 18 35 24 12 30 16 -2 -6 49 -10 -4 -16 -21 28 -18 46 25 -5 -14 -20 -8 -19 -7 -11 -13 -22 -33 -1 -3 40 -29 -40 -17 42 43 -27 -37 -46 -15 -32 -30 -9
right_child=1 7 4 6 15 11 21 13 17 31 -12 32 26 23 19 37 22 29 27 20 33 -23 -24 -25 -26 41 -28 38 48 -31 47 34 -34 -35 -36 44 -38 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-2.5336584305011307 -0.61351929398698524 1.7835904811878074 -1.3549352155111505 2.199172680114462 -0.10593792730720403 -0.207987924748673 1.7445144061641731 4.5570439545060859 -0.53712841876549777 -1.6709723118418507 0.75866350070782662 1.5842347953729359 1.3730674666697795 3.9198144037192395 0.031552681018901262 0.4697153622320811 3.1782064926224436 -0.45351562961689673 -0.90270644837410596 0.097522316705944093 0.53151865871666659 3.2854952925194993 1.088137545775236 6.3076675737305044 0.66586167367594795 0.75745773063414745 0.44638631114880395 -0.76372790790660994 2.0804497974704788 0.089432534206921085 0.48017009129352561 -1.2623054366360298 0.57440043067429258 1.2981356412916574 -0.93996792223795511 2.0085305117709296 2.664523262397033 -0.42840836087983852 -0.59037771642666415 0.0034269935965504437 2.0023809542728315 4.977049962679545 1.7995839917265948 1.7323683313049205 -1.6874311891958904 -1.2369742429525667 6.3249666809711247 1.3644454618733062 3.0933012878507915 11.991433509464922
leaf_weight=2273 5905 3714 7512 6377 15818 4625 11576 1211 36169 8335 14825 11728 13227 5226 30206 33812 10595 12991 35824 15299 8383 2045 714 591 3485 7907 3940 24815 3671 21419 18878 45932 2658 6474 37365 140 8942 2489 18314 10120 838 141 7764 6060 31794 11860 310 2404 2691 29
leaf_count=2273 5905 3714 7512 6377 15818 4625 11576 1211 36169 8335 14825 11728 13227 5226 30206 33812 10595 12991 35824 15299 8383 2045 714 591 3485 7907 3940 24815 3671 21419 18878 45932 2658 6474 37365 140 8942 2489 18314 10120 838 141 7764 6060 31794 11860 310 2404 2691 29
internal_value=0 1.18077 -0.731261 0.86572 -0.367215 0.509928 1.52727 3.09397 -0.572191 -1.31321 1.2619 0.894706 0.72673 3.56018 0.176288 0.279811 3.21271 -0.331592 -0.748007 0.253552 0.47592 2.14556 3.04625 4.27183 1.497 1.59953 1.16038 -0.696821 2.0156 -0.11555 0.439373 -1.16804 1.39765 0.865575 -1.11771 -1.60198 2.40601 0.444107 -0.558309 -0.379036 0.506782 1.4247 1.40165 1.18045 -1.55363 -1.56505 4.0545 0.580057 2.50887 4.73091
internal_weight=0 221601 357820 190269 220121 123727 66542 31332 167164 137699 46559 57460 43074 18676 66267 52957 12549 70579 96585 60362 30156 19983 11309 6127 31734 28249 17167 89073 17938 34410 25907 91632 14386 14857 83297 46067 12656 37139 53249 28434 34650 21872 21731 13967 43794 43654 5536 21282 6362 1240
internal_count=579421 221601 357820 190269 220121 123727 66542 31332 167164 137699 46559 57460 43074 18676 66267 52957 12549 70579 96585 60362 30156 19983 11309 6127 31734 28249 17167 89073 17938 34410 25907 91632 14386 14857 83297 46067 12656 37139 53249 28434 34650 21872 21731 13967 43794 43654 5536 21282 6362 1240
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=51
num_cat=0
split_feature=3 1 2 2 2 1 4 4 5 8 5 4 0 4 4 2 4 4 11 5 9 4 1 10 9 3 10 11 4 9 10 4 10 4 4 5 12 11 5 11 11 5 9 8 9 9 10 9 3 10
split_gain=4.08481e+07 9.81227e+06 8.22787e+06 2.37271e+06 2.12621e+06 1.83603e+06 1.09797e+06 702463 585352 495822 473917 466033 456852 419437 413429 394205 380371 318453 308735 295156 294911 270179 267934 261419 251260 240149 239842 238143 222866 217859 573954 217769 211269 207781 199692 193183 190369 179801 176952 166616 156100 154011 153799 151099 140946 139747 226559 133484 132968 130163
threshold=19.500000000000004 1606.7555400000003 3.5000000000000004 2.5000000000000004 2.5000000000000004 1337.61799 7.5000000000000009 7.5000000000000009 5.5000000000000009 2.5000000000000004 5.5000000000000009 6.5000000000000009 669.33738503207007 3.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 6.5000000000000009 0.04083333333333334 7.5000000000000009 2.5000000000000004 2.5000000000000004 1046.5740349999999 0.60232558139534886 1.5000000000000002 16.500000000000004 0.077935222672064791 0.28388278388278393 3.5000000000000004 2.5000000000000004 0.49418604651162795 3.5000000000000004 0.30151515151515157 9.5000000000000018 11.500000000000002 6.5000000000000009 2.5000000000000004 0.16064516129032261 10.500000000000002 0.27149877149877155 0.11834733893557424 9.5000000000000018 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.45584415584415588 1.5000000000000002 25.500000000000004 0.6984848484848486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 11 14 13 8 18 16 37 33 21 -7 22 -2 17 -6 27 28 34 23 -3 -1 -18 -16 -23 -22 29 -4 30 -5 -11 48 44 40 -30 45 38 -10 43 -9 -33 -24 -12 49 -14 -47 -15 -26 -8
right_child=2 3 7 15 6 12 10 19 9 31 39 -13 36 47 24 -17 20 -19 -20 -21 26 25 42 -25 32 -27 -28 -29 35 -31 -32 41 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-1.6525335562311474 -0.0077323863051062458 -0.77870756443316502 1.7947780378775926 -0.20412779319143803 -0.35981197039891016 -0.10627751218111113 0.96969205462189234 3.4151446711708169 2.5342079154295698 0.58838650329564357 4.0370163871685252 0.24006859162676286 -0.77794733801046589 -1.087574301098966 0.39849491305467399 1.5622551416818702 0.49732052066417104 0.96084510722873662 1.5122673024776891 5.2410470200788453 0.90018745108619103 -0.41140605834704164 -1.3974514126865429 1.150069217742069 0.46771801682185909 -0.085971924125181121 1.7266355718259652 -0.46728085050357998 2.6592753778140303 0.67381184867363819 0.63407231433189926 1.3421403962744936 1.2862864151555842 2.2947711979757401 4.9095611699922195 3.7128428494933576 -0.94279530822559998 1.0186912538667794 5.3754459293784 1.4002913409582751 2.3917285029001052 2.5040160987299318 -1.0771770849934434 2.6757072007265523 1.9142398714515592 -0.68343663495282425 -0.12305217032528358 -0.72120495634124282 1.5160626664250278 1.7754720348279704
leaf_weight=21289 12138 11766 2472 15330 2266 13658 5573 7862 3973 3528 1186 16809 31574 30385 17998 3272 14788 9831 2756 889 6614 52140 30420 10486 8750 40126 7486 3405 10555 18214 17489 7644 8599 4400 755 2084 28119 759 232 679 1839 1341 29567 2609 5285 19819 11344 14783 1404 3131
leaf_count=21289 12138 11766 2472 15330 2266 13658 5573 7862 3973 3528 1186 16809 31574 30385 17998 3272 14788 9831 2756 889 6614 52140 30420 10486 8750 40126 7486 3405 10555 18214 17489 7644 8599 4400 755 2084 28119 759 232 679 1839 1341 29567 2609 5285 19819 11344 14783 1404 3131
internal_value=0 -0.518771 1.35895 0.0168387 1.02023 -0.955644 1.3315 2.87639 1.10391 1.58962 1.91998 -0.248487 -0.64552 -1.21198 0.498274 0.491546 0.90005 0.437035 2.48563 3.49178 0.972556 -0.327425 -1.34776 0.768141 0.665396 -0.269876 1.33897 0.34244 2.66315 0.396465 0.242543 1.25414 0.921552 1.69541 3.34305 2.83299 -0.726582 2.43527 2.69097 2.84301 3.22114 1.51555 -1.23959 3.10114 1.50689 -0.629674 -0.479445 -0.967666 0.612673 1.25955
internal_weight=0 419340 160081 188382 130869 230958 81980 29212 59117 17477 22863 120841 104514 126444 48889 67541 41640 64269 17867 11345 39374 104032 81276 25274 36751 92266 14100 54438 15111 51033 32819 12513 18753 18389 10456 12639 90856 4964 4205 4474 9701 8985 59987 3795 13989 62737 31163 45168 10154 8704
internal_count=579421 419340 160081 188382 130869 230958 81980 29212 59117 17477 22863 120841 104514 126444 48889 67541 41640 64269 17867 11345 39374 104032 81276 25274 36751 92266 14100 54438 15111 51033 32819 12513 18753 18389 10456 12639 90856 4964 4205 4474 9701 8985 59987 3795 13989 62737 31163 45168 10154 8704
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=51
num_cat=0
split_feature=1 3 2 2 1 3 2 3 4 9 10 4 9 10 6 4 3 10 5 9 4 11 9 10 12 5 5 4 10 10 8 4 11 4 4 4 2 10 1 11 5 9 10 6 0 4 9 4 14 6
split_gain=3.31633e+07 8.3862e+06 6.2531e+06 2.3421e+06 1.62051e+06 1.04774e+06 798201 653072 582388 483651 377610 356295 326126 383519 322742 294133 284596 270708 256126 244703 238377 236635 229793 571800 221725 216499 216081 192029 187997 185618 181523 181422 175278 169503 169277 167929 166117 161361 156812 154835 165584 151433 158212 145573 143870 141620 135321 129118 127061 139378
threshold=2194.0559150000004 13.500000000000002 3.5000000000000004 2.5000000000000004 2865.2936050000003 10.500000000000002 2.5000000000000004 29.500000000000004 5.5000000000000009 1.5000000000000002 0.21132376395534294 5.5000000000000009 1.5000000000000002 0.21525096525096529 1.0000000180025095e-35 4.5000000000000009 36.500000000000007 0.45584415584415588 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.40238095238095245 2.5000000000000004 0.47434210526315795 4.5000000000000009 16.500000000000004 3.5000000000000004 5.5000000000000009 0.38548951048951058 0.20256410256410259 1.5000000000000002 2.5000000000000004 0.059714795008912663 7.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 0.6708333333333335 892.97362150000015 0.24190177638453506 2.5000000000000004 1.5000000000000002 0.5270467836257311 1.5000000000000002 414.71305928207005 8.5000000000000018 2.5000000000000004 8.5000000000000018 0.23205128205128209 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 6 20 24 15 12 31 34 22 35 46 -12 -4 19 36 -15 37 -1 43 23 -5 45 27 47 -9 48 -21 -28 -7 -24 41 -8 -3 -11 -6 -22 40 -13 -10 -43 -17 -40 -2 -14 -16 49 -29
right_child=2 3 7 11 16 9 10 25 33 17 14 39 13 18 26 21 -18 -19 -20 29 38 -23 32 -25 -26 -27 30 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 44 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.7018611302974378 0.47764033645597403 -0.91418561488276406 1.5456238793536903 -0.31471360952914407 1.0773904947391972 -1.2799871956393218 0.24145406367276051 2.2393525443949502 -0.2113479605057913 -0.78922952287284476 1.763077264318859 0.63042713737559253 -0.65513263332220673 -0.16183795635927956 0.62854024345023185 2.2904462101372358 3.1328366824676586 -0.25875688980118955 0.46887290918896513 1.6402527038399208 -1.765063766309491 0.61382998535633992 0.70981149721202341 0.55017790250207155 0.023149554065818069 8.295572426068512 2.0950959182849966 3.413514553861567 4.5738422058942474 2.5908698990013441 1.1443054856282966 -0.85065020434108496 -0.16401835549890534 0.5906323708174378 0.85163402415718537 -0.46495731179034083 -0.27298593707169577 1.7396443967442328 0.2509949913822655 -0.083653243829635765 1.2113458151609149 -0.012608876939292059 0.60958212383139143 2.877508774661357 -1.1220176682724783 1.1524459792479906 -0.1755045086986691 1.6091030669762614 4.0928034945739098 2.089997706360593
leaf_weight=8499 25554 10292 4297 15138 9034 12433 5940 1376 19442 33692 8258 13274 16738 19989 10980 10039 1255 21882 9498 5224 3818 664 14916 15441 10471 88 2520 2171 1380 3385 9883 47232 2713 5242 19381 43458 7648 6207 772 1962 7784 12745 6016 7292 66711 3541 9070 1530 1290 1256
leaf_count=8499 25554 10292 4297 15138 9034 12433 5940 1376 19442 33692 8258 13274 16738 19989 10980 10039 1255 21882 9498 5224 3818 664 14916 15441 10471 88 2520 2171 1380 3385 9883 47232 2713 5242 19381 43458 7648 6207 772 1962 7784 12745 6016 7292 66711 3541 9070 1530 1290 1256
internal_value=0 -0.453199 1.26292 -0.0310809 0.948189 -0.919116 0.764651 2.56137 -0.252216 -0.735901 0.999305 0.44234 -0.375569 -0.205065 1.2213 2.28897 1.66507 -0.543175 0.0413191 1.58784 -1.20126 2.46647 0.287789 0.122017 0.417753 3.36447 1.04171 3.3064 3.54722 2.01403 1.33748 -0.940115 0.575334 0.057397 0.708493 -0.550975 -0.693723 1.3471 -1.14159 0.765998 0.845161 -0.0157705 0.186906 2.53745 -1.10631 0.559767 -0.486571 0.748465 3.24687 2.92844
internal_weight=0 426405 153016 223718 123163 202687 98058 29853 152490 122887 58492 71228 109045 55295 33171 22292 25105 63222 29487 23850 79800 17995 48208 30579 39566 7561 24913 7473 6097 8609 12403 59665 17629 43445 25321 53750 41340 15241 71301 23020 21058 38203 18761 17331 67483 29095 25808 12510 4717 3427
internal_count=579421 426405 153016 223718 123163 202687 98058 29853 152490 122887 58492 71228 109045 55295 33171 22292 25105 63222 29487 23850 79800 17995 48208 30579 39566 7561 24913 7473 6097 8609 12403 59665 17629 43445 25321 53750 41340 15241 71301 23020 21058 38203 18761 17331 67483 29095 25808 12510 4717 3427
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=51
num_cat=0
split_feature=3 1 2 2 3 3 2 4 9 6 10 11 4 4 4 9 6 2 9 11 4 10 11 9 4 3 11 5 5 5 5 4 9 9 10 6 10 2 4 10 4 7 3 4 8 9 10 9 8 9
split_gain=2.70969e+07 6.43664e+06 5.37668e+06 1.52434e+06 1.40249e+06 1.2906e+06 824745 529236 382753 380463 335174 316781 306929 303060 299100 281377 277414 274930 273428 346976 254889 228713 208421 251084 206693 201021 196515 190539 188138 184695 177206 174468 172739 170916 368278 169989 170838 168459 142575 135227 134731 127669 120449 119868 117620 117175 175538 116884 115607 113847
threshold=19.500000000000004 1612.7454700000003 3.5000000000000004 2.5000000000000004 26.500000000000004 11.500000000000002 2.5000000000000004 8.5000000000000018 1.5000000000000002 2.5000000000000004 0.42206477732793529 0.04083333333333334 6.5000000000000009 2.5000000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 0.40967365967365971 2.5000000000000004 0.43050193050193059 0.059714795008912663 1.5000000000000002 4.5000000000000009 33.500000000000007 0.13100686498855837 12.500000000000002 2.5000000000000004 7.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.68857758620689669 1.5000000000000002 0.067424242424242428 2.5000000000000004 6.5000000000000009 0.52440476190476204 4.5000000000000009 3.5000000000000004 46.500000000000007 13.500000000000002 8.5000000000000018 2.5000000000000004 0.45584415584415588 1.5000000000000002 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 12 6 13 15 18 31 11 32 16 22 -1 27 -2 -8 20 42 24 -5 -17 23 -3 -20 35 30 41 -25 43 38 -7 -10 34 -18 36 -16 40 45 49 47 -6 -4 -9 -29 46 -22 -15 -32 -30
right_child=2 3 7 17 14 8 9 29 10 -11 -12 -13 -14 37 25 21 33 -19 19 -21 26 -23 -24 28 -26 -27 -28 44 39 -31 48 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.2283981751907516 0.11118340580867743 -0.38818255517799338 3.322888215234693 -0.26614163528208673 1.2312424882423765 -0.92120672909070267 1.5660055212427717 2.8794095360471927 -0.68889792676664152 0.42175586786788372 -0.035289893850421805 0.53528208418962187 0.19805314544094579 -1.1003363619785982 1.3340807708110813 0.36436287626050645 0.41448729380360949 1.2916151322923692 1.4969670606182994 -0.2524991388012951 -0.31453881878604828 1.0333304162310522 -0.58403895724765931 -0.21732698405822171 2.2547234385151125 2.7630112400827285 -0.11435897316586328 3.4695778925608374 -0.22654563728873006 4.7861754406350725 1.0160921676170891 -0.5650590786238251 -0.21685755858931299 1.3617178097484746 1.3122624472885229 1.3303198479318321 2.4896214917558788 -0.1091204225914225 0.7552242473058165 0.51353597567918774 -0.65077493166094835 0.43197205617407208 9.8364997319106404 6.1515153482294922 0.62740272482847936 0.50470804290598048 0.35718590026461761 -0.82395301221427497 0.52223932894716729 0.43521508071348436
leaf_weight=39435 23293 38780 1349 6051 6218 23771 12145 6246 23979 12425 21429 9874 16745 35713 1995 13925 10128 3269 4685 659 6999 8074 16954 26693 15539 1926 6232 515 8340 591 7726 32644 11456 8488 8325 6823 3567 2671 6369 7801 15294 2945 29 114 203 9416 8759 26772 12265 3777
leaf_count=39435 23293 38780 1349 6051 6218 23771 12145 6246 23979 12425 21429 9874 16745 35713 1995 13925 10128 3269 4685 659 6999 8074 16954 26693 15539 1926 6232 515 8340 591 7726 32644 11456 8488 8325 6823 3567 2671 6369 7801 15294 2945 29 114 203 9416 8759 26772 12265 3777
internal_value=0 -0.422522 1.10682 0.0159234 0.833007 -0.77261 0.677112 2.33348 -0.530579 0.91595 -0.347489 1.04137 -0.198839 -1.00131 1.52044 0.35341 1.16921 0.397166 2.09563 2.0056 0.351348 0.609885 -0.263776 -0.200189 2.07919 1.81261 0.41603 1.09728 -0.0437793 3.09519 0.48017 -0.715125 -0.536289 0.990341 0.819515 1.66482 2.07515 -0.889989 0.332546 0.1888 -0.916804 0.974356 3.45997 2.93806 2.66601 0.225608 0.0588358 -0.981919 0.713101 -0.0202677
internal_weight=0 419340 160081 186176 130869 233164 106677 29212 113279 61385 56864 48960 119090 119885 24192 45292 39086 67086 22261 20883 63817 21999 102345 85391 20224 14311 57766 9881 46611 6951 51534 56415 35435 26941 18453 12385 5562 80450 31543 19918 77779 9163 1378 6360 718 25174 15758 62485 19991 12117
internal_count=579421 419340 160081 186176 130869 233164 106677 29212 113279 61385 56864 48960 119090 119885 24192 45292 39086 67086 22261 20883 63817 21999 102345 85391 20224 14311 57766 9881 46611 6951 51534 56415 35435 26941 18453 12385 5562 80450 31543 19918 77779 9163 1378 6360 718 25174 15758 62485 19991 12117
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=51
num_cat=0
split_feature=1 2 3 3 2 2 3 4 1 4 5 8 4 4 9 10 4 12 0 6 9 5 11 6 11 11 5 11 2 4 4 5 4 1 5 8 9 10 5 4 10 3 4 5 5 9 8 11 9 9
split_gain=2.21493e+07 6.21454e+06 2.65902e+06 2.54853e+06 840069 719822 594366 551962 410651 398168 367369 330877 305259 259946 259808 355705 257064 255188 247493 241173 232489 204876 202747 190974 190850 184633 175111 165299 165775 164622 153754 152125 149575 147262 144793 143996 143226 166727 142974 140469 132055 131269 128701 127029 126159 121748 115867 115138 131145 110476
threshold=1876.8972250000002 3.5000000000000004 12.500000000000002 22.500000000000004 2.5000000000000004 2.5000000000000004 24.500000000000004 9.5000000000000018 1142.5938200000003 3.5000000000000004 5.5000000000000009 3.5000000000000004 1.5000000000000002 7.5000000000000009 1.5000000000000002 0.30860805860805868 10.500000000000002 4.5000000000000009 508.2102350320701 1.5000000000000002 2.5000000000000004 12.500000000000002 0.044466403162055343 1.0000000180025095e-35 0.059714795008912663 0.030776515151515155 13.500000000000002 0.30860805860805868 2.5000000000000004 7.5000000000000009 5.5000000000000009 8.5000000000000018 4.5000000000000009 857.45573300000012 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.58434959349593507 9.5000000000000018 2.5000000000000004 0.60990338164251223 41.500000000000007 1.5000000000000002 6.5000000000000009 2.5000000000000004 2.5000000000000004 6.5000000000000009 0.070197044334975381 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 17 12 23 9 33 26 20 27 -4 19 -14 47 21 29 -10 22 -11 25 34 -3 39 30 -5 28 -12 45 -8 -30 -20 -1 36 -36 37 -6 -13 -7 -25 -18 -35 -9 -17 -2 -40 48 -16 -21
right_child=1 6 5 7 13 24 16 43 18 10 11 38 14 -15 15 44 41 -19 32 49 -22 -23 -24 40 -26 -27 -28 -29 31 -31 -32 -33 -34 42 35 -37 -38 -39 46 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.8345586081308012 0.025623668126984397 0.93352966910069246 -0.96715607836398976 0.15259860739698194 0.043457686209312119 -0.26506838366112168 1.8402806326894758 1.7498944061093462 -0.13133734459983037 0.66597740302172292 1.2989221474628811 0.79573686011982436 -0.46742475358224206 1.0861277641523313 -0.45409845558391304 -0.097271801844804093 3.3557263764217113 -0.31544414611103505 -0.81325228184964038 0.019335857832734813 1.2158430904346309 4.7040367839941339 0.15464055683318206 1.8580218732394256 -0.51993754207827247 1.6085719280930364 2.4183080469853864 0.82807630238800201 2.1122195397580157 0.57067571810736684 2.6138617547388416 3.728332830422131 -0.51080193391123352 -1.4218367630257003 1.598466031535966 0.7924424771689631 0.88696209190228092 0.7262194774312779 2.6639964564250267 0.30461683259935701 0.3978866558745392 8.1913826338176072 -0.95330161559244153 3.1155095266943955 0.33193312586188228 0.43283922756543558 1.0515442764954461 -0.69626803524803371 0.061330972164052637 0.53049486879790031
leaf_weight=2273 47211 4076 7955 7234 7443 5140 3596 5573 6900 23881 2307 7767 64647 7776 14828 16620 1748 14429 78983 13318 11341 335 8072 8679 3968 3939 358 1406 4692 8125 8999 665 20620 6712 2976 8684 8644 6885 818 27406 667 58 46332 776 11648 8694 979 9643 7400 6195
leaf_count=2273 47211 4076 7955 7234 7443 5140 3596 5573 6900 23881 2307 7767 64647 7776 14828 16620 1748 14429 78983 13318 11341 335 8072 8679 3968 3939 358 1406 4692 8125 8999 665 20620 6712 2976 8684 8644 6885 818 27406 667 58 46332 776 11648 8694 979 9643 7400 6195
internal_value=0 0.713868 -0.535487 0.521146 0.28915 -0.258382 2.0123 1.02914 -0.825323 0.93742 1.03299 1.39207 -0.366543 0.54101 -0.328254 -0.178652 2.37712 0.064467 -0.710516 0.47288 0.843027 2.25572 0.605968 1.50471 0.134819 2.20612 0.259438 1.82478 2.00763 0.150079 2.393 2.31284 -0.750638 -1.04636 0.711163 0.998165 0.565487 0.371544 0.981713 0.214646 1.75382 3.51102 -1.01259 1.91681 0.0795847 0.0889513 1.78554 -0.407695 -0.282505 0.181619
internal_weight=0 248346 331075 216249 148452 169255 32097 67797 161820 61448 53856 18634 132741 69993 124786 60139 18675 78459 106503 62217 35222 16869 42704 13422 36514 16534 7592 9070 7664 64030 12595 5357 99603 55317 34632 11660 22972 14328 9564 32546 9346 1806 53044 6349 28268 55905 1797 31871 22228 19513
internal_count=579421 248346 331075 216249 148452 169255 32097 67797 161820 61448 53856 18634 132741 69993 124786 60139 18675 78459 106503 62217 35222 16869 42704 13422 36514 16534 7592 9070 7664 64030 12595 5357 99603 55317 34632 11660 22972 14328 9564 32546 9346 1806 53044 6349 28268 55905 1797 31871 22228 19513
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=51
num_cat=0
split_feature=3 2 3 3 2 2 4 4 4 4 6 4 7 14 2 9 5 11 5 9 11 1 5 11 4 8 11 9 10 9 10 4 4 10 4 3 10 9 3 5 0 9 10 10 4 6 7 12 10 4
split_gain=1.8073e+07 4.57508e+06 2.7172e+06 1.70255e+06 868659 667803 463464 370738 362446 334121 268558 250027 248240 246224 216991 209907 196357 194145 191659 187173 209623 175097 163752 157132 157057 156245 154124 199238 146881 323348 188541 144321 143381 131649 130971 125512 119356 117087 115856 114831 111855 109863 332821 149868 109752 109663 108888 102909 100688 97500.3
threshold=17.500000000000004 3.5000000000000004 12.500000000000002 23.500000000000004 2.5000000000000004 2.5000000000000004 7.5000000000000009 8.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 0.38956639566395673 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.04083333333333334 6.5000000000000009 1.5000000000000002 0.059714795008912663 2393.1946050000006 8.5000000000000018 0.13100686498855837 4.5000000000000009 4.5000000000000009 0.050641025641025648 1.5000000000000002 0.63245614035087727 2.5000000000000004 0.18834459459459463 11.500000000000002 2.5000000000000004 0.97467948717948727 1.5000000000000002 27.500000000000004 0.56330128205128216 2.5000000000000004 39.500000000000007 9.5000000000000018 486.25391403207004 2.5000000000000004 0.49418604651162795 0.05634920634920635 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 0.53033088235294124 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 5 9 11 17 12 15 34 13 46 35 28 -10 40 49 21 24 -11 -21 -3 31 32 -14 39 27 -13 29 -7 -31 -9 -6 -23 -4 45 37 -29 -18 -20 -1 42 43 -34 -17 -5 47 -2 -43 -8
right_child=1 6 4 7 23 10 16 22 14 19 -12 26 18 -15 -16 44 38 -19 25 20 -22 33 -24 -25 -26 -27 -28 36 -30 30 -32 -33 41 -35 -36 -37 -38 -39 -40 -41 -42 48 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.4090373455548948 0.12245586569045488 1.0842141649653498 -0.91282169094360366 1.394003913773739 -0.23835546257115456 0.11869313077013584 2.0561186362697126 1.3105866685615473 -0.60549340095076154 -0.3415376803689551 0.092845631457534827 0.10069965033574368 -0.39511067160725188 1.0040768502339354 0.190201746174787 -1.0751648185722769 2.8466403191281762 0.78592511810014454 1.1857387688268095 0.026786571865627235 -0.525493583126868 1.8250711269915429 3.3065688917216423 -0.41066867490266684 0.51792524031740506 0.35713163195616704 -0.12995503830801428 0.17302822225484771 0.83377827015950745 0.50649782427794443 1.2855036717106874 2.5761846578392187 0.50159565298119069 7.0182462356528461 -0.45594194449656744 1.4388804891897697 0.89156791293041082 0.80041401582117921 4.8624187859472325 2.6795552629723596 -0.95706452578613854 0.62281126339622628 0.50558637079767488 -0.39204707197448407 -0.65992842389562423 0.8099991818295007 -0.56332760961583139 -0.43430702210816952 -0.35988971825627153 4.0994792381425702
leaf_weight=6334 11668 3950 7413 4024 5680 16857 8643 10344 61942 49874 10254 19155 2445 14522 3628 7502 2274 2934 2287 40745 8267 12916 480 4172 8211 1889 8834 9097 11358 9162 4701 987 2345 49 40849 6308 6810 4420 326 664 40402 11875 14241 9396 42012 16000 5152 4640 1143 240
leaf_count=6334 11668 3950 7413 4024 5680 16857 8643 10344 61942 49874 10254 19155 2445 14522 3628 7502 2274 2934 2287 40745 8267 12916 480 4172 8211 1889 8834 9097 11358 9162 4701 987 2345 49 40849 6308 6810 4420 326 664 40402 11875 14241 9396 42012 16000 5152 4640 1143 240
internal_value=0 0.709684 -0.439513 0.5253 -0.189124 0.337872 1.82939 1.00272 -0.742791 -0.310424 0.563733 0.12147 0.863015 0.649042 -0.561467 -0.866316 2.33504 1.53686 0.545448 -0.205152 -0.0663682 1.66711 1.49746 0.176246 0.308431 1.06728 0.247627 0.332109 0.526511 0.412907 0.770662 1.42083 0.23105 1.8447 -0.526118 1.0499 0.550177 0.378181 3.09939 1.52186 -1.01832 0.299414 0.180611 -0.213562 -0.722842 0.92736 -0.162564 -0.0359559 0.536529 2.11133
internal_weight=0 221601 357820 190269 196000 136630 31332 53639 161820 147148 66854 69776 41828 56600 65570 96250 11483 19849 15496 98886 49012 16915 11811 48852 10656 4840 48316 39482 42078 30720 13863 11331 44680 12965 48262 26332 20327 13517 2600 2951 46736 39000 25982 11741 49514 20024 21460 16308 13018 8883
internal_count=579421 221601 357820 190269 196000 136630 31332 53639 161820 147148 66854 69776 41828 56600 65570 96250 11483 19849 15496 98886 49012 16915 11811 48852 10656 4840 48316 39482 42078 30720 13863 11331 44680 12965 48262 26332 20327 13517 2600 2951 46736 39000 25982 11741 49514 20024 21460 16308 13018 8883
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=51
num_cat=0
split_feature=3 3 2 4 3 2 2 5 8 3 4 9 5 11 4 9 4 10 9 10 4 10 11 11 9 11 5 4 5 6 8 9 0 9 10 14 10 9 6 10 11 4 0 4 5 6 0 8 6 4
split_gain=1.47616e+07 3.56826e+06 2.81918e+06 802608 749899 727377 613052 406396 429631 328319 284084 276598 270685 236692 234290 210896 198825 193017 192024 418074 181990 176470 176160 166141 192524 165670 162070 161420 160859 145768 143866 142559 131809 130370 132046 129956 122383 152773 117258 116424 113679 113556 105202 104972 104941 104492 104183 101260 100552 97430.8
threshold=19.500000000000004 14.500000000000002 3.5000000000000004 8.5000000000000018 11.500000000000002 2.5000000000000004 2.5000000000000004 5.5000000000000009 4.5000000000000009 29.500000000000004 2.5000000000000004 1.5000000000000002 9.5000000000000018 0.075961538461538483 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.077935222672064791 2.5000000000000004 0.55718954248366026 3.5000000000000004 0.68496240601503777 0.20256410256410259 0.059714795008912663 1.5000000000000002 0.40238095238095245 3.5000000000000004 5.5000000000000009 10.500000000000002 2.5000000000000004 6.5000000000000009 1.5000000000000002 499.84664711540341 1.5000000000000002 0.50609756097560987 0.063164893617021281 0.55086206896551737 2.5000000000000004 1.5000000000000002 0.81016731016731025 0.32200460829493094 5.5000000000000009 499.84664711540341 3.5000000000000004 8.5000000000000018 4.5000000000000009 1011.41585003207 2.5000000000000004 1.0000000180025095e-35 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 16 14 20 10 12 25 -8 41 22 42 -3 21 -1 -17 19 43 -2 -12 29 24 -16 27 -5 45 35 47 46 -18 -20 -22 -35 -11 37 -26 -23 -14 44 -6 -13 -7 -28 -4 -30 -9 -38 -37
right_child=2 5 9 26 11 18 7 8 -10 28 15 13 39 -15 23 17 31 -19 32 -21 33 38 -24 -25 36 -27 40 -29 30 -31 -32 -33 -34 34 -36 49 48 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.1282476440278504 -0.24787464924230376 -0.52397405773974715 1.0193443334000556 0.97170303456141982 -0.60933235283441312 -0.55010167378739983 -0.53732044853508487 2.1285860003191019 0.44863955804513567 1.3778619092844526 0.26801372850602873 0.25261094663771139 2.0658324296685104 -0.73362420290279329 -0.16577213233439209 0.53302313117341082 -0.79841170770165337 1.2004694236887892 1.7985546031820672 0.52981281407854042 0.13006411880377847 1.072646260438394 0.30936967912008528 -0.35479002056977876 -0.14510715652142078 0.011284682276403772 1.6453427740714408 1.7535341249757286 3.8691550406967772 0.8726906323603979 1.9460304499446306 -0.56758151305356919 0.4938396851854161 0.3298114090970965 0.91130146118269006 2.2300631020203969 0.65364249294352039 0.35829359083877582 0.42819723489686545 4.1643609112075399 0.65091553033526595 -0.19675607421544708 -0.22132356495673566 -0.0080549515757307646 3.3071703634123404 2.209715353860048 7.3324457352440211 1.3647504761389297 0.13094214334606893 3.64991780821234
leaf_weight=11731 6736 12676 6091 9072 48078 4502 2266 3077 6749 1733 19418 5123 631 8894 40514 8177 59611 9216 803 18138 18635 5911 1571 16763 18961 716 6394 14005 290 3074 272 48543 21671 13011 5580 4602 6800 8839 5405 455 1106 7746 54616 17309 404 839 124 3981 8022 540
leaf_count=11731 6736 12676 6091 9072 48078 4502 2266 3077 6749 1733 19418 5123 631 8894 40514 8177 59611 9216 803 18138 18635 5911 1571 16763 18961 716 6394 14005 290 3074 272 48543 21671 13011 5580 4602 6800 8839 5405 455 1106 7746 54616 17309 404 839 124 3981 8022 540
internal_value=0 -0.311858 0.816926 0.618658 -0.558724 0.0328314 0.523048 0.707 1.09415 1.70516 0.556895 -0.386785 1.43481 -0.252335 -0.118983 0.608415 -0.737221 0.886682 0.306618 0.175067 0.230433 0.450937 1.29466 -0.067595 -0.00968684 1.50705 1.26011 1.55821 2.27247 1.44743 3.73265 -0.694808 0.540457 0.316982 0.504343 2.12677 0.138679 0.0149489 0.76483 2.94505 1.59114 -0.552084 -0.180681 -0.119939 1.7441 1.16346 4.90647 1.69775 0.370745 2.37917
internal_weight=0 419340 160081 130869 244342 174998 113893 69931 19538 29212 50393 124457 12789 68633 112575 48127 119885 17393 62423 39949 43962 30734 11703 99899 83136 21651 16976 20935 7561 10132 686 108154 22474 37226 18591 6875 42622 27800 11316 1086 7904 55824 59739 21811 6798 6930 414 7058 14822 5142
internal_count=579421 419340 160081 130869 244342 174998 113893 69931 19538 29212 50393 124457 12789 68633 112575 48127 119885 17393 62423 39949 43962 30734 11703 99899 83136 21651 16976 20935 7561 10132 686 108154 22474 37226 18591 6875 42622 27800 11316 1086 7904 55824 59739 21811 6798 6930 414 7058 14822 5142
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=51
num_cat=0
split_feature=3 1 1 2 2 2 9 4 10 4 5 4 4 12 4 10 4 9 11 7 8 9 10 3 4 11 11 5 8 4 4 11 11 9 5 11 10 5 6 4 9 5 9 10 10 6 0 9 1 6
split_gain=1.20753e+07 3.43251e+06 1.27878e+06 1.27532e+06 642035 467990 369976 283969 250196 235264 234679 229808 226888 211148 207812 202878 194660 174190 214641 173768 172904 167550 201158 165939 139765 128646 118078 115876 155598 114331 113462 109903 109696 108624 107911 107891 103089 101995 101353 100944 98008 96553.3 92768.2 121959 91963.1 108424 89406.7 87898.8 87319.7 84804.6
threshold=16.500000000000004 2504.0887350000007 1348.7370800000001 3.5000000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 6.5000000000000009 0.075961538461538483 9.5000000000000018 6.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 2.5000000000000004 0.96490147783251246 4.5000000000000009 2.5000000000000004 0.3133928571428572 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.56330128205128216 29.500000000000004 1.5000000000000002 0.039230769230769243 0.21132376395534294 3.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.30151515151515157 0.13714733542319751 1.5000000000000002 2.5000000000000004 0.087595907928388769 0.61651583710407254 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 11.500000000000002 1.5000000000000002 0.45584415584415588 0.53950103950103967 1.5000000000000002 902.44223919873673 2.5000000000000004 959.99762750000014 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 14 6 13 12 15 10 -8 17 11 -6 24 19 48 16 -3 -5 39 32 -12 22 -13 38 -4 36 30 -18 -29 -15 -7 37 40 -16 -26 46 -23 -9 -10 -19 -2 -17 -36 -44 47 -46 -11 -42 -1 -25
right_child=1 3 5 9 7 26 8 31 23 35 20 21 -14 29 33 41 27 18 -20 -21 -22 25 -24 49 34 -27 -28 28 -30 -31 -32 -33 -34 -35 42 -37 -38 -39 -40 -41 44 -43 43 -45 45 -47 -48 -49 -50 -51
leaf_value=-1.1986456059169399 0.1560479798391812 0.057192025392302663 -0.81120765434799635 2.5326621809129652 -0.33806782970339588 -0.31804634131559406 0.74862860643914197 0.71758620225216907 1.9004382613175439 2.2599397459994366 1.9186801247057312 -0.033604167478135959 -0.057129562407911172 -0.71945458016939923 -0.64681162900317979 1.2148519336271315 0.43790326922128209 0.98852806791594883 0.089956526532965791 -0.15087108745465883 0.62302890497803309 0.77849309589884508 0.48856542531594616 3.0603678438881481 -0.42307712365337169 0.068320090800828154 -0.66113231071293832 1.4035763473271796 0.67820241169459539 -0.089262044664103923 0.16893026186811841 0.048001022618344602 -0.10003752540795093 -0.41693206735204691 -0.36648353938883099 1.4923067435242754 -0.25467817423049166 1.2583514464198235 1.1263981064318238 1.6151014706274418 0.13346051082641683 2.9963414738546907 -0.26071456301248602 0.25898141138866065 0.98591671036180717 0.16852501111723292 3.4524236101960422 0.65056623560004878 -0.77176184798043179 1.5115074406803901
leaf_weight=5468 19932 6477 7097 1526 5296 5596 9012 13491 2204 1708 1466 16108 26321 3271 53317 2520 14038 3109 1137 13429 3463 14633 13612 891 77489 3898 2162 3649 15598 24012 32992 1848 7415 33452 20886 1021 1034 4704 7277 14864 9466 346 11784 7321 5400 2320 995 5036 38744 586
leaf_count=5468 19932 6477 7097 1526 5296 5596 9012 13491 2204 1708 1466 16108 26321 3271 53317 2520 14038 3109 1137 13429 3463 14633 13612 891 77489 3898 2162 3649 15598 24012 32992 1848 7415 33452 20886 1021 1034 4704 7277 14864 9466 346 11784 7321 5400 2320 995 5036 38744 586
internal_value=0 0.511697 -0.407278 1.02264 0.250085 -0.24269 0.783742 0.457212 1.13894 1.63654 0.347566 0.28789 -0.323896 0.0675706 -0.648099 0.617344 0.558774 1.50452 1.42242 0.168212 1.00839 0.355153 0.205554 1.45993 -0.38026 0.5824 0.058017 0.656378 0.815725 -0.164817 0.0983093 0.782764 0.254657 -0.558186 -0.354226 2.36809 0.710305 0.857392 1.30634 1.50672 0.317049 1.42992 -0.220816 -0.061568 0.461458 0.740276 2.6989 0.313032 -0.824557 2.44586
internal_weight=0 256792 322629 86958 169834 191648 62598 79553 19970 24360 59510 54581 150898 90281 130981 42628 39762 20636 19110 62998 4929 49285 29720 10958 124577 19565 40750 33285 19247 27283 38588 20043 49569 86769 117480 3724 15667 18195 9481 17973 42154 2866 39991 19105 22222 7720 2703 14502 44212 1477
internal_count=579421 256792 322629 86958 169834 191648 62598 79553 19970 24360 59510 54581 150898 90281 130981 42628 39762 20636 19110 62998 4929 49285 29720 10958 124577 19565 40750 33285 19247 27283 38588 20043 49569 86769 117480 3724 15667 18195 9481 17973 42154 2866 39991 19105 22222 7720 2703 14502 44212 1477
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=51
num_cat=0
split_feature=3 3 2 2 3 4 4 5 8 9 7 5 4 4 10 7 9 12 11 11 2 5 6 0 5 8 1 4 5 4 4 9 4 5 5 5 4 5 8 0 9 10 8 3 1 11 4 4 5 11
split_gain=9.851e+06 2.83698e+06 1.54024e+06 579185 520330 466885 291724 298214 297783 254557 227024 224841 219202 218949 218518 184834 184719 166390 155804 153580 148150 143893 139022 118813 117307 115985 115863 115017 114152 113601 113442 109965 108705 105053 102832 102382 102181 101831 132776 101173 94937.5 179459 91767.6 89292.2 89081 88302 87372.7 86208 85959.6 81172.1
threshold=20.500000000000004 14.500000000000002 3.5000000000000004 2.5000000000000004 10.500000000000002 7.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 8.5000000000000018 0.3816526610644258 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.030776515151515155 0.3133928571428572 2.5000000000000004 8.5000000000000018 1.5000000000000002 503.79099753207009 7.5000000000000009 3.5000000000000004 857.45573300000012 3.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 2.5000000000000004 4.5000000000000009 7.5000000000000009 9.5000000000000018 11.500000000000002 10.500000000000002 3.5000000000000004 2.5000000000000004 414.71305928207005 2.5000000000000004 0.58434959349593507 7.5000000000000009 16.500000000000004 1065.620255 0.075961538461538483 5.5000000000000009 4.5000000000000009 12.500000000000002 0.087595907928388769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 26 6 24 15 21 30 17 36 23 18 16 31 -11 43 27 20 -13 -9 34 -5 -2 -26 -1 -4 -29 -25 -6 -8 -12 49 -22 -10 -7 -31 -39 44 41 -14 48 -3 -28 -18 -32 -41 -30 -15
right_child=2 3 13 12 9 11 7 8 35 14 32 19 40 33 -16 -17 45 -19 -20 -21 22 -23 -24 29 25 -27 39 28 42 37 46 -33 -34 -35 -36 -37 -38 38 -40 47 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-1.3682878519241213 -0.52420154835439592 -0.017934004437781478 0.717931042937478 1.3236638978435218 -0.93793919452856134 0.55492325179581614 0.3669246920051108 1.0574729785545427 0.38794415410026362 -0.50819583745575292 -0.45769158315635883 0.7666820856748563 0.085974011565013553 1.9892810129322336 -0.047130873739705856 0.046952242930214765 -0.011908671902604313 -0.20796299446458449 0.6927546888886349 0.39441462419641798 1.7902924630073653 2.1640264704762968 1.1018154433283358 -0.57649614964431473 1.2143703033625219 -0.22283424642005048 4.8036376302892521 1.4173955006281709 2.6572216930058055 0.047728174429148854 -0.49585706900727855 0.75611075373360404 -0.12174643855799941 3.1800069162738707 4.3897050259670447 1.6264948537232653 1.4337924374360465 0.67732669304646054 0.041551611057571804 -0.69256153353290517 0.74283039798711181 0.68611866026759327 0.74286623764260906 0.22294002712774463 0.18845667541000893 -0.58040397644119357 -0.16467830656392912 -0.34768066549610765 5.7910057206364236 1.1539328377984552
leaf_weight=2272 4070 31986 2220 825 5186 13902 23404 8897 10887 33467 18398 3647 10944 4774 35865 13227 15158 24984 3983 2138 4965 1354 4363 2272 952 1369 44 13635 617 30243 62401 10525 20215 591 157 711 1462 7039 6159 68534 9502 9147 214 29661 845 3333 9132 8105 102 1538
leaf_count=2272 4070 31986 2220 825 5186 13902 23404 8897 10887 33467 18398 3647 10944 4774 35865 13227 15158 24984 3983 2138 4965 1354 4363 2272 952 1369 44 13635 617 30243 62401 10525 20215 591 157 711 1462 7039 6159 68534 9502 9147 214 29661 845 3333 9132 8105 102 1538
internal_value=0 -0.225832 0.752836 0.0520721 -0.454867 0.579438 0.445681 0.505543 0.810949 -0.353242 -0.0801513 0.908641 0.269594 1.41719 -0.23699 0.364039 -0.368043 0.00973369 1.25504 1.18039 1.30835 1.20363 1.51663 0.134284 -0.20067 0.366661 -0.664412 1.38844 1.49062 0.112818 -0.48632 0.487653 -0.281815 1.90511 1.86997 0.463872 0.638554 0.14887 0.380635 -0.643785 0.482384 0.359207 2.56073 0.0979608 0.41688 -0.11438 -0.453578 -0.656088 3.10179 1.78574
internal_weight=0 445717 133704 201375 244342 106030 75396 69005 21849 164542 125244 30634 76131 27674 87823 47156 51958 86631 20771 15270 13132 10251 9485 46538 6391 2321 79800 16788 14568 45713 76719 33929 38613 6903 5122 11598 15364 43441 13198 77528 29593 20091 933 61647 889 18491 71533 76639 719 6312
internal_count=579421 445717 133704 201375 244342 106030 75396 69005 21849 164542 125244 30634 76131 27674 87823 47156 51958 86631 20771 15270 13132 10251 9485 46538 6391 2321 79800 16788 14568 45713 76719 33929 38613 6903 5122 11598 15364 43441 13198 77528 29593 20091 933 61647 889 18491 71533 76639 719 6312
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=51
num_cat=0
split_feature=3 3 2 4 2 5 4 9 5 8 4 4 4 5 11 4 8 1 5 2 7 11 7 4 11 4 4 4 2 9 4 5 11 9 10 8 4 5 5 5 8 14 4 12 4 3 8 0 11 9
split_gain=7.99255e+06 1.9073e+06 1.50939e+06 530326 525595 404251 320922 271358 238141 245823 235816 213057 212259 179897 170454 162876 160377 155055 146092 138861 135805 127270 119609 115330 112672 107290 104328 99886.4 99862.7 98651.2 97173.3 95344.1 95263.6 101052 144707 94821.3 93502.5 93364.7 92173 88624.5 114438 85501.7 85471.6 83879.4 77831.3 77538.8 92405 73745.4 72635.1 72019.3
threshold=19.500000000000004 13.500000000000002 3.5000000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 2.5000000000000004 7.5000000000000009 4.5000000000000009 1.5000000000000002 4.5000000000000009 6.5000000000000009 8.5000000000000018 0.037749287749287756 4.5000000000000009 2.5000000000000004 1099.4838900000002 20.500000000000004 2.5000000000000004 1.5000000000000002 0.15075757575757578 1.5000000000000002 8.5000000000000018 0.267948717948718 9.5000000000000018 10.500000000000002 9.5000000000000018 2.5000000000000004 2.5000000000000004 7.5000000000000009 9.5000000000000018 0.059714795008912663 2.5000000000000004 0.49418604651162795 7.5000000000000009 5.5000000000000009 2.5000000000000004 12.500000000000002 2.5000000000000004 1.5000000000000002 0.40967365967365971 14.500000000000002 3.5000000000000004 1.5000000000000002 38.500000000000007 6.5000000000000009 414.71305928207005 0.096006144393241177 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 11 7 17 23 10 38 -2 22 18 24 25 32 27 28 21 36 -12 -4 43 39 26 -9 -14 -7 47 -26 37 -18 33 34 -6 -33 -8 -13 48 -5 -41 -17 -25 -3 -19 -15 -47 -1 -10 -22
right_child=2 4 12 5 15 16 19 14 9 -11 20 30 13 45 -16 41 31 44 -20 -21 49 -23 -24 42 29 -27 -28 -29 -30 -31 -32 35 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-1.6293389809615346 -0.95112010296997829 -0.083108668568582275 1.0250408461014116 0.082045887387473926 -0.3887796766018452 1.4136997577651971 -0.38452710037563825 0.91446734294218435 1.2831645159771279 0.15738134533253723 0.34408473245920834 -0.13723940589003791 1.4143991679327004 2.2597601403980137 0.32444742019902756 0.2278933472130448 0.75106873890018033 -0.7301366401167857 8.5873619689941414 0.11719506881765723 -0.12727613585374473 -0.16013825769099047 -0.4539950540589458 0.66295665640325563 3.5483925574090125 1.8443348205137113 2.2983005398097522 3.1216544105094894 2.5915852619355988 0.38619541050486916 0.40351926571148394 2.3321331091014192 -0.47133380502599515 0.32776821467752337 0.21302236473241429 0.28676836454193111 -0.059246459925549971 0.099701741148352993 2.7619974440918114 0.6911282974314179 0.23965211736535916 0.53509809110634599 5.4148555078004534 -0.36264600712903344 -0.45106907990518375 5.6096819873597177 1.4680124688403389 -0.73521024061800555 0.069604657320703714 0.32875483721701848
leaf_weight=952 2023 34266 12009 12791 7532 4593 72021 12386 3143 4290 19465 42627 12434 477 4971 26549 9539 11627 25 7072 15664 980 21246 9712 106 1379 1496 370 89 1424 5194 777 3423 10653 8510 320 10073 27269 363 8950 15064 13753 38 15631 71153 185 76 29700 585 4446
leaf_count=952 2023 34266 12009 12791 7532 4593 72021 12386 3143 4290 19465 42627 12434 477 4971 26549 9539 11627 25 7072 15664 980 21246 9712 106 1379 1496 370 89 1424 5194 777 3423 10653 8510 320 10073 27269 363 8950 15064 13753 38 15631 71153 185 76 29700 585 4446
internal_value=0 -0.229473 0.601117 0.456042 -0.0231935 0.614275 -0.449967 0.505006 0.199943 0.686252 0.101964 -0.131279 1.25105 1.49267 0.826364 0.201256 1.07163 -0.561486 0.95032 -0.307987 0.155795 0.935621 -0.255287 0.375675 1.41986 1.00762 1.50932 1.54103 -0.753268 0.605276 -0.0137896 0.852602 0.0253294 0.0890147 -0.0695342 1.73549 -0.344615 -0.0448 1.24085 0.294666 0.407917 0.332727 0.681477 -0.170678 -0.490266 3.01798 4.40368 -0.76298 1.09273 -0.026455
internal_weight=0 419340 160081 130869 216653 80890 202687 65291 49979 8381 41598 146233 29212 16198 18736 70420 15599 113521 13014 89166 39575 12989 71143 46555 15460 13765 13930 4963 30741 1530 75090 10636 30118 26695 16042 1097 82094 69896 4091 36805 24014 40302 9750 49897 82780 738 261 30652 3728 20110
internal_count=579421 419340 160081 130869 216653 80890 202687 65291 49979 8381 41598 146233 29212 16198 18736 70420 15599 113521 13014 89166 39575 12989 71143 46555 15460 13765 13930 4963 30741 1530 75090 10636 30118 26695 16042 1097 82094 69896 4091 36805 24014 40302 9750 49897 82780 738 261 30652 3728 20110
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=51
num_cat=0
split_feature=3 1 3 9 2 11 4 5 8 2 4 1 4 6 10 9 11 4 5 5 8 9 10 5 4 7 4 12 3 4 10 0 9 2 9 8 5 5 5 6 11 10 10 9 13 7 7 9 2 14
split_gain=6.57253e+06 1.94151e+06 708439 642583 413722 369713 301966 283917 419533 275239 202650 180917 174340 171396 156394 153078 133686 133597 128847 126938 124988 122821 159873 117764 116260 115580 115499 115307 158743 107431 103514 100349 98941.1 96411.7 113040 93673.6 176795 92446.4 91320.1 105739 87651.2 91538.7 94515.1 204996 85218.6 76788.6 76380.9 74758.8 73449.1 70884.8
threshold=16.500000000000004 2754.3987100000004 11.500000000000002 2.5000000000000004 3.5000000000000004 0.046536796536796543 7.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 2.5000000000000004 3990.9076300000002 2.5000000000000004 1.5000000000000002 0.63762626262626265 1.5000000000000002 0.267948717948718 6.5000000000000009 6.5000000000000009 6.5000000000000009 4.5000000000000009 1.5000000000000002 0.18274582560296851 4.5000000000000009 4.5000000000000009 2.5000000000000004 6.5000000000000009 4.5000000000000009 31.500000000000004 1.5000000000000002 0.50609756097560987 905.47011253207006 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 12.500000000000002 4.5000000000000009 0.059714795008912663 0.059714795008912663 0.43534002229654406 2.5000000000000004 0.12060606060606062 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.13714733542319751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 24 6 11 14 7 10 18 12 -2 13 -4 27 17 -6 19 23 -9 26 31 -14 -23 48 32 35 -17 28 -3 -10 -31 -21 -1 34 -32 36 -12 -8 39 -33 41 -11 43 -43 -24 49 -15 -18 -5 -30
right_child=1 4 9 5 15 -7 37 8 29 40 25 -13 21 46 -16 16 47 -19 -20 20 -22 22 44 -25 -26 -27 -28 -29 45 30 33 38 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.62475102803655436 -0.61515989049082187 1.0875566381493955 -0.47014726563083276 0.38208338202942804 3.3972111471893154 0.011348739857250373 0.34858455749045847 0.53523261031801928 -0.68968094481168141 0.48126671046282754 0.0098130660552881097 2.2118027031978085 -0.2901104638954734 0.61029193656625846 -0.10482816787455969 0.76858795321990825 2.5750033384520714 0.99908441049759444 1.2007266959918592 1.9185507402734754 1.2186409052524037 -0.28497443138221906 -0.21640629738899309 0.94536888367397176 -0.24099458829284331 -0.23483037052692315 1.4049866287062391 0.651584322440111 1.9269858265206929 -0.17676330836528117 -0.090990635586646884 3.825159202497217 -0.42948876749020964 0.6319942311028619 0.77726992840595299 -0.079545367727728591 0.43464409242434282 0.81383502008826236 8.28431132806314 0.45675177348071139 -0.37503978173503671 -0.49391892625389472 0.20242169639699906 0.25461938026108916 0.12193242686968485 1.7100212213610799 0.17070877235332232 0.20772118705239287 0.81122659839143341 5.5466736112378143
leaf_weight=54416 5439 6877 28280 17018 341 10888 13534 12112 1879 5338 27535 785 68894 12402 2501 4169 146 11486 3829 1268 1546 27029 10114 7309 15862 15205 9026 7472 84 8610 7650 474 49607 4720 1865 26078 15205 6240 37 116 4372 7958 15783 6772 28204 237 5802 1546 5209 152
leaf_count=54416 5439 6877 28280 17018 341 10888 13534 12112 1879 5338 27535 785 68894 12402 2501 4169 146 11486 3829 1268 1546 27029 10114 7309 15862 15205 9026 7472 84 8610 7650 474 49607 4720 1865 26078 15205 6240 37 116 4372 7958 15783 6772 28204 237 5802 1546 5209 152
internal_value=0 0.377511 -0.300475 0.238154 0.920048 0.532513 0.131308 0.0759808 0.29507 -0.186527 -0.0236063 0.711412 -0.244491 0.675749 0.662891 1.2979 1.25884 0.709696 0.695083 1.34498 1.8859 -0.196953 -0.0987394 0.597159 -0.493179 0.0146863 1.20391 0.928215 1.20944 0.0371582 0.0969407 2.43026 -0.531633 0.26249 0.0791939 0.0698158 0.160949 0.495402 3.46512 3.1629 0.0476798 0.0992301 0.0323959 -0.149784 0.0326282 2.98147 0.470187 0.41199 0.482655 4.25831
internal_weight=0 256792 322629 204312 52480 54411 149901 130127 40665 202744 89462 33811 162521 33026 43523 18669 18328 41022 15941 16636 3441 134241 65347 29536 119885 84023 13195 14822 7350 24724 22845 1895 104023 14235 9515 68818 42740 19774 627 590 40223 35851 30513 14730 38318 473 18204 1692 22227 236
internal_count=579421 256792 322629 204312 52480 54411 149901 130127 40665 202744 89462 33811 162521 33026 43523 18669 18328 41022 15941 16636 3441 134241 65347 29536 119885 84023 13195 14822 7350 24724 22845 1895 104023 14235 9515 68818 42740 19774 627 590 40223 35851 30513 14730 38318 473 18204 1692 22227 236
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=51
num_cat=0
split_feature=3 3 2 9 2 4 10 6 3 10 9 2 9 11 9 9 11 9 4 7 6 10 9 4 10 7 6 12 14 0 10 4 5 9 10 4 10 1 12 0 13 5 8 3 5 11 4 3 5 6
split_gain=5.35651e+06 1.54445e+06 814695 349464 345944 314306 308725 255946 246903 237487 265007 246370 215366 171724 152548 148998 204959 133674 132959 126156 125655 124457 117260 110251 109201 108466 107973 95283.1 92918.2 91499.4 89370.4 84949.1 80059.4 79909.4 79016.3 78870.3 75661.7 74931.4 71426.6 71350.4 69382.4 68358.7 116637 68570 65568.1 62883.6 60809.6 60252.4 56636.9 56532.5
threshold=20.500000000000004 14.500000000000002 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.20256410256410259 2.5000000000000004 27.500000000000004 0.44590643274853808 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.053342816500711245 1.5000000000000002 2.5000000000000004 0.40967365967365971 1.5000000000000002 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 0.65058139534883741 1.5000000000000002 5.5000000000000009 0.24695121951219515 1.5000000000000002 1.5000000000000002 4.5000000000000009 0.3373983739837399 1403.2040600320704 0.45584415584415588 3.5000000000000004 2.5000000000000004 2.5000000000000004 0.62645348837209314 3.5000000000000004 0.45584415584415588 1142.5938200000003 3.5000000000000004 499.84664711540341 0.19292803970223329 6.5000000000000009 4.5000000000000009 30.500000000000004 3.5000000000000004 0.042572463768115944 1.5000000000000002 46.500000000000007 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 22 17 12 8 20 31 11 25 19 23 -7 47 18 37 21 -6 -8 35 -2 39 -24 -11 34 41 -22 40 33 -3 46 -16 -12 -17 -34 -1 49 -5 -9 -10 43 -43 -36 -14 -19 -4 -13 -37
right_child=2 3 15 13 6 14 7 29 27 10 26 48 45 -15 30 16 -18 32 -20 -21 28 -23 24 -25 -26 -27 -28 -29 -30 -31 -32 -33 36 -35 44 38 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.69497986991818994 0.006635449260888885 -0.42208963232860475 1.7983871298961387 1.3304599075465173 0.33524261221063667 -0.3239505435794976 1.1245274681196946 0.093044219501676587 1.4832558665804298 -0.042995495266658357 0.15137006236968342 0.1365029415912774 1.2722034478737014 -0.11655250343593498 -0.28498700045865655 0.41593297633525872 -0.41555535289878942 -0.68758792441533867 1.6405445826545133 -0.17267527415442949 0.46107011941877385 -0.080945253772346792 0.11423111388597768 0.64063906919041347 0.61737145381932357 -0.34461765984042725 -0.024536824960155586 1.0684314983336167 0.97430374441680512 3.0546599050683358 0.076058364969159895 -0.12791853176846654 -0.31566494647083365 0.054101181583755924 0.36760338146267868 1.0969958246226865 0.13390752163793648 -0.46447440288274544 0.88631828594115591 0.23469743360995793 0.57447243301237871 2.6623123619599758 1.4567833500673304 4.8167826315839388 0.7810338685622259 0.47110318014813468 -0.36678159283520595 6.1070360530506491 0.64082440263264318 1.6506819756221511
leaf_weight=22834 18965 12498 1968 610 18288 61408 6902 6234 1452 34377 10645 3992 2632 8406 24991 2083 1020 6783 3125 6675 11600 1126 8590 11494 8665 18253 9322 2292 5069 124 19712 45754 10431 9627 12437 5485 5839 36881 10056 23004 5759 423 572 227 5547 1561 45836 33 5036 2778
leaf_count=22834 18965 12498 1968 610 18288 61408 6902 6234 1452 34377 10645 3992 2632 8406 24991 2083 1020 6783 3125 6675 11600 1126 8590 11494 8665 18253 9322 2292 5069 124 19712 45754 10431 9627 12437 5485 5839 36881 10056 23004 5759 423 572 227 5547 1561 45836 33 5036 2778
internal_value=0 -0.166528 0.555139 0.0385196 0.429029 -0.335518 0.559137 0.737227 0.900726 -0.0306436 0.0631532 -0.0648132 0.310816 0.289432 -0.215963 1.03831 0.973533 -0.443112 1.03101 0.199428 0.765714 0.942525 0.178261 0.386637 0.366895 -0.147603 0.271057 1.54156 0.617143 0.352167 -0.0939079 -0.191033 -0.348191 -0.190689 0.367306 0.999011 -0.154322 -0.552616 1.06531 0.263003 0.324224 1.9471 2.49824 3.41472 0.495122 0.973964 -0.408136 1.86944 0.417824 1.28314
internal_weight=0 445717 133704 201375 106030 244342 69810 40654 28537 157861 99609 61658 29156 43514 115738 27674 25673 128604 24653 24963 23571 21528 36220 35108 17255 52630 37951 4966 16669 12117 54330 58252 68889 34618 28629 20402 16270 59715 18319 23614 11993 2674 1222 650 17984 4193 52619 2001 9028 8263
internal_count=579421 445717 133704 201375 106030 244342 69810 40654 28537 157861 99609 61658 29156 43514 115738 27674 25673 128604 24653 24963 23571 21528 36220 35108 17255 52630 37951 4966 16669 12117 54330 58252 68889 34618 28629 20402 16270 59715 18319 23614 11993 2674 1222 650 17984 4193 52619 2001 9028 8263
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=51
num_cat=0
split_feature=3 1 4 2 2 11 3 14 4 12 1 9 10 11 9 4 9 10 5 5 4 11 0 5 8 4 8 7 5 8 9 9 0 0 5 8 9 10 9 6 6 6 5 4 0 7 7 4 8 7
split_gain=4.37623e+06 1.31674e+06 501168 443803 281042 249105 237984 212581 151592 145686 140570 129062 138095 128421 144790 127671 119594 117701 116508 107151 107111 102530 99857.5 119128 130107 97981.5 97151.9 96871.6 96244.7 109444 100339 90250.3 110899 94649.9 89286.7 94713.6 87415.4 133613 90494 84269.3 84065.2 82131.5 81048.9 105895 75602 74594 73504.4 70838.8 70642 70164.2
threshold=16.500000000000004 2735.3542650000009 4.5000000000000009 2.5000000000000004 3.5000000000000004 0.31909090909090915 10.500000000000002 0.38956639566395673 1.5000000000000002 2.5000000000000004 3990.9076300000002 2.5000000000000004 0.6984848484848486 0.075961538461538483 1.5000000000000002 4.5000000000000009 1.5000000000000002 0.20256410256410259 10.500000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1243.5699533654035 8.5000000000000018 4.5000000000000009 11.500000000000002 6.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 872.77063503207012 1095.5934300320703 6.5000000000000009 3.5000000000000004 1.5000000000000002 0.23606811145510839 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 4.5000000000000009 491.23609769873673 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 9 10 7 49 15 -8 36 11 12 27 14 45 34 -4 -13 21 -16 -11 25 23 41 39 31 -20 -3 30 -30 -17 33 -33 -6 47 -36 46 38 -38 -25 -39 -14 43 -9 -18 -10 -2 -5 -44 -1
right_child=1 4 16 5 18 -7 8 42 13 20 -12 17 22 -15 19 28 44 -19 26 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 -32 32 -34 -35 35 -37 37 40 -40 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.41048623988359001 0.14304434491389736 0.31890872589876734 -0.16648341402528691 -0.68178754978974598 0.91781767665427927 -0.20027103703872529 -0.56772112268187735 0.24238911045926242 -0.18081194322407559 -0.51927051375044886 1.9004579282466585 0.56350992004622602 1.2352186838918642 -0.46814765206020753 -0.14590645140097291 0.11874348608357055 0.72989533260074291 1.2062757869620331 3.2684195220260062 0.20311720430360089 -0.027070073840637667 0.60750473806948335 0.22384244110825918 4.159977023958219 0.99038622210821226 2.5266925768150013 0.9180316775143148 -0.41721131154210894 0.82862628598464816 0.28131683669838886 0.48379948556483471 1.1966747617519171 2.391516396139731 -2.3259020074383243 1.2903507181823002 0.081294829705450239 -0.18634051292037654 0.90332637068150101 0.45476230321467681 0.68722560969027846 0.351146850996085 0.43445571696144764 1.7496774355552753 0.69313314301999873 0.0363952003035228 -0.42052236802016751 -0.2593841973768613 0.060204159634129187 0.45117689468055655 -0.62564622336923692
leaf_weight=49800 16669 11377 45366 1391 7846 7979 14203 7198 23295 4859 785 7345 2087 18894 61610 17285 1627 4654 425 10261 49082 4825 2962 301 574 494 300 2121 8314 6518 13340 4182 954 91 1184 1431 6468 3986 3338 91 8943 3316 1121 18892 46464 29322 6237 17158 669 21787
leaf_count=49800 16669 11377 45366 1391 7846 7979 14203 7198 23295 4859 785 7345 2087 18894 61610 17285 1627 4654 425 10261 49082 4825 2962 301 574 494 300 2121 8314 6518 13340 4182 954 91 1184 1431 6468 3986 3338 91 8943 3316 1121 18892 46464 29322 6237 17158 669 21787
internal_value=0 0.308045 -0.245184 0.190195 0.743145 0.336286 -0.324775 0.381589 -0.256092 0.0398521 0.577118 0.547291 0.40773 -0.225223 -0.188353 0.284564 -0.0500132 0.812817 1.05244 -0.0960765 -0.0714074 1.00342 0.703542 0.926634 1.94945 1.14423 2.29585 0.203239 0.379022 0.588108 0.277759 1.09199 1.41861 0.880627 0.0816823 0.628722 0.171345 0.310258 0.0318933 3.3538 0.521383 0.743764 0.613437 0.568777 0.0598575 -0.314396 0.0334684 0.00456178 1.26437 -0.475969
internal_weight=0 256792 322629 202062 54730 102480 229172 94501 157585 99582 35613 34828 22829 143382 124488 66621 93457 11999 19117 71871 53941 18392 9331 6369 966 13567 725 13498 45457 14832 30625 13073 5136 7937 21164 2615 45641 22735 9806 392 12929 5403 27880 26090 48091 52617 22906 18549 1790 71587
internal_count=579421 256792 322629 202062 54730 102480 229172 94501 157585 99582 35613 34828 22829 143382 124488 66621 93457 11999 19117 71871 53941 18392 9331 6369 966 13567 725 13498 45457 14832 30625 13073 5136 7937 21164 2615 45641 22735 9806 392 12929 5403 27880 26090 48091 52617 22906 18549 1790 71587
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=51
num_cat=0
split_feature=3 3 1 9 9 4 11 4 9 10 7 2 4 4 11 5 8 11 10 3 6 10 4 5 8 4 5 4 12 4 6 4 6 9 5 8 5 7 0 9 10 5 0 5 8 1 10 9 8 7
split_gain=3.59885e+06 1.02207e+06 572134 283940 249936 214200 205074 194056 184476 193254 163793 158122 158070 147695 144512 133498 203474 130863 129759 115483 111511 101767 98103.5 94035 103104 89551.7 87068.2 81376.6 80104.2 79069.9 76107.2 73934.4 73733.9 72003.1 67920.7 67382.4 101414 65828 64001.3 63620.9 83950 74017.9 63453.9 62606.4 74843.2 61681 61501.9 69069.1 60223.5 60108.8
threshold=20.500000000000004 14.500000000000002 3001.4799050000006 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.030776515151515155 6.5000000000000009 3.5000000000000004 0.3066239316239317 1.5000000000000002 2.5000000000000004 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 0.04819976771196284 0.65450928381962881 38.500000000000007 2.5000000000000004 0.41763565891472876 5.5000000000000009 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 3.5000000000000004 9.5000000000000018 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 1.5000000000000002 10.500000000000002 1.5000000000000002 1261.1435850320706 1.5000000000000002 0.22967032967032971 1.5000000000000002 993.19139336540354 3.5000000000000004 2.5000000000000004 1002.5879050000002 0.55086206896551737 1.5000000000000002 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 12 7 25 18 10 9 20 21 22 23 19 26 29 42 31 28 30 -4 -3 39 -2 -25 -1 -10 -12 49 37 -11 -6 -13 -23 48 36 -22 -14 -37 -7 -41 -42 -17 -29 -45 -27 -9 -48 -18 -5
right_child=2 4 8 6 17 11 -8 46 14 13 27 32 15 -15 -16 16 34 -19 -20 -21 35 33 -24 24 -26 45 -28 43 -30 -31 -32 -33 -34 -35 -36 38 -38 -39 -40 40 41 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=-0.99413222563582559 -0.37130805130157668 -0.14288440910115408 0.65088706528845397 0.93708740221201481 0.22962380192558812 -0.33312067923901195 0.11644577055153144 0.038045292432707128 1.3154971396966351 1.2675295697835371 -0.77348081569658156 -0.10209426810223535 0.27089231713411771 8.6791390876770027 0.66350958654455272 1.082388507992655 0.41561745681997009 -0.096935267481790099 -0.17625793613312479 2.2677512305085252 0.49554961698012429 -0.015811044945652292 -0.0092140493222671628 0.83586868395233971 -0.32475663603104543 -0.66104595651382192 2.2365064447065124 -0.29325658277396838 0.53545333036615561 0.73743702860076055 0.69580828756045221 0.54224233688640311 0.31645162983698116 0.21413566504880643 0.7867262283261609 -0.42918304083729109 7.5027733303251729 -0.01629101717488423 1.0204245572763941 -0.32159628597015133 -0.21894881901084418 0.074503084035892744 0.55511511702151795 0.20522168207424976 -0.29950624032167811 -0.3669474276719481 0.19466734437425981 0.63765335946317314 -0.026713887410664567 0.14032296547698467
leaf_weight=2712 6446 32937 7215 15142 23306 81697 7830 11675 3391 3628 2718 10384 15078 25 2539 4894 5175 9007 1616 658 1254 33233 15444 1659 1421 8250 1472 26342 10799 2209 6500 11201 7078 23071 1946 2599 21 16959 345 30892 20491 14806 4277 6671 5250 52588 10725 5239 7596 1010
leaf_count=2712 6446 32937 7215 15142 23306 81697 7830 11675 3391 3628 2718 10384 15078 25 2539 4894 5175 9007 1616 658 1254 33233 15444 1659 1421 8250 1472 26342 10799 2209 6500 11201 7078 23071 1946 2599 21 16959 345 30892 20491 14806 4277 6671 5250 52588 10725 5239 7596 1010
internal_value=0 -0.136498 0.455032 0.344616 0.0303059 -0.27397 0.569838 -0.028185 0.842577 0.698685 -0.0792644 -0.218459 0.22346 1.0018 1.27501 0.285333 0.466774 0.242501 0.69411 0.98401 0.41208 -0.00326429 -0.249038 -0.154128 0.300398 -0.431892 1.59428 -0.244764 0.746298 0.15877 0.900607 0.3311 0.067558 0.0784114 0.236385 0.00369216 0.610963 0.11887 -0.259307 -0.274083 -0.201214 -0.0958548 0.836489 -0.207206 -0.0170601 -0.406829 0.212477 0.340045 0.152525 0.887265
internal_weight=0 445717 133704 104057 201375 244342 36397 157861 29647 22245 130222 180792 67660 10811 7402 58134 23888 43514 28567 10786 11434 89241 163330 9526 3080 63550 4863 40981 26951 34246 10128 34507 17462 56304 14717 4219 1275 32037 2944 147886 66189 35297 9171 38263 11921 60838 27639 15964 12771 16152
internal_count=579421 445717 133704 104057 201375 244342 36397 157861 29647 22245 130222 180792 67660 10811 7402 58134 23888 43514 28567 10786 11434 89241 163330 9526 3080 63550 4863 40981 26951 34246 10128 34507 17462 56304 14717 4219 1275 32037 2944 147886 66189 35297 9171 38263 11921 60838 27639 15964 12771 16152
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=51
num_cat=0
split_feature=2 4 4 5 8 5 5 5 4 4 5 2 3 4 8 4 8 8 5 8 11 4 8 2 3 7 11 11 5 8 9 1 5 5 6 14 5 5 8 5 5 11 7 4 0 7 9 1 6 0
split_gain=2.988e+06 865037 715491 338096 352650 308306 231618 197366 176097 164744 148439 147292 141992 137323 129629 124911 124886 119748 119362 113609 94319.4 91842.3 90153.3 88958.1 87789.2 91500.1 79924.8 78896.8 82723.8 141326 76335.8 74684.3 69966.8 69062.2 68668.5 80991 65162.8 63801.7 60852.2 60840 59874.5 58576.1 57830.5 57760 57380.1 54960.3 54693.9 52652.7 63175.3 57053.8
threshold=2.5000000000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 2.5000000000000004 7.5000000000000009 3.5000000000000004 38.500000000000007 3.5000000000000004 4.5000000000000009 6.5000000000000009 3.5000000000000004 2.5000000000000004 10.500000000000002 3.5000000000000004 0.21132376395534294 12.500000000000002 2.5000000000000004 3.5000000000000004 10.500000000000002 1.0000000180025095e-35 0.34698996655518399 0.39339826839826847 2.5000000000000004 2.5000000000000004 2.5000000000000004 1065.620255 11.500000000000002 16.500000000000004 4.5000000000000009 0.087595907928388769 16.500000000000004 4.5000000000000009 6.5000000000000009 10.500000000000002 5.5000000000000009 0.16064516129032261 2.5000000000000004 1.0000000180025095e-35 414.71305928207005 1.5000000000000002 1.5000000000000002 3305.7150050000014 1.0000000180025095e-35 975.99820503207002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 18 11 15 8 43 41 19 21 16 31 32 46 26 -9 20 37 40 27 -8 45 44 -26 47 28 -3 -30 -21 -2 -12 34 35 39 -16 -11 -37 -14 -5 -6 -33 -1 -10 -15 -4 -7 -49 -50
right_child=1 5 6 4 9 12 22 17 24 10 14 -13 33 23 36 -17 -18 -19 -20 30 -22 -23 -24 -25 25 -27 -28 -29 29 -31 -32 42 -34 -35 -36 38 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=-1.0158101041624878 4.1895410635532482 0.29867579217702461 -0.19131630000210104 0.78440145076120726 -0.16089001689440371 1.2553722452011487 0.39546174551759866 0.2580516262175756 -1.1601244839846825 0.16430008059098758 1.1628316860518855 0.81081229008805566 0.39911636981097137 0.13965671999182791 0.31625234334715197 0.12656170085990481 0.61677103439621017 -0.18287236308421251 3.3993443879124885 -0.30280418244961682 -0.061577789626210314 2.1040044317985007 0.065639321621872554 0.48247458414237737 -0.13293282013861132 -0.30155310174590894 0.27657822476587673 -0.035839581314179018 0.78056945644555153 0.17893789852458278 0.28093954571973334 -0.12923641073242684 2.9794320513529984 7.2472329190799174 0.84974927255731625 4.5540265578055097 3.4897318770488108 0.53741178656397703 0.96278987855746834 4.0952025709582163 1.3685603445347128 -1.3763198648365171 -0.65669395532613395 -0.51902180589487912 -0.35883182206115832 -0.088186663682622957 -0.031335982238044492 3.4833746687978762 2.6081656898791534 1.1314680824003651
leaf_weight=2724 39 17426 45716 8007 5729 3518 17929 10203 907 8504 2168 13107 165 39269 3294 28042 4632 15542 182 5472 1101 323 15411 6057 58437 71625 647 3595 13124 5558 3793 17828 235 28 257 253 66 9940 58 61 2247 426 2353 16618 60825 14495 40128 234 415 708
leaf_count=2724 39 17426 45716 8007 5729 3518 17929 10203 907 8504 2168 13107 165 39269 3294 28042 4632 15542 182 5472 1101 323 15411 6057 58437 71625 647 3595 13124 5558 3793 17828 235 28 257 253 66 9940 58 61 2247 426 2353 16618 60825 14495 40128 234 415 708
internal_value=0 0.318459 -0.161933 0.171351 0.37213 0.619528 0.0111881 -0.26953 -0.301404 0.230472 0.317907 0.519856 1.10202 0.0430083 0.779671 -0.0566762 0.999686 -0.00812979 0.858693 0.221868 0.817971 0.424579 0.243005 0.11916 -0.272402 -0.225792 1.32088 0.410916 0.455396 0.601581 -0.0638252 -0.182287 1.34049 2.36616 2.19403 2.83738 0.378589 0.365381 3.88428 1.39673 0.912411 -0.245012 -0.190735 -0.588986 -0.370605 0.0782292 -0.116533 1.45948 1.98864 1.67718
internal_weight=0 195314 384107 131205 51164 64109 147226 236881 211136 39627 33472 53133 10976 80041 5763 113886 10154 25745 11537 27709 11355 40026 33340 59821 191794 130062 5522 39703 36108 18682 9265 20220 2403 822 794 537 3360 18444 311 226 10254 6155 20181 19342 61732 53764 85844 4875 1357 1123
internal_count=579421 195314 384107 131205 51164 64109 147226 236881 211136 39627 33472 53133 10976 80041 5763 113886 10154 25745 11537 27709 11355 40026 33340 59821 191794 130062 5522 39703 36108 18682 9265 20220 2403 822 794 537 3360 18444 311 226 10254 6155 20181 19342 61732 53764 85844 4875 1357 1123
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=51
num_cat=0
split_feature=2 4 4 5 8 5 5 3 4 5 4 9 10 11 3 12 8 11 9 10 9 10 10 11 7 8 5 9 10 7 4 4 10 10 5 8 11 9 5 6 10 7 5 7 5 14 5 11 14 8
split_gain=2.42028e+06 700680 579548 278657 289499 249728 194516 169443 156381 145706 126590 119526 135708 125466 115014 113853 109403 105852 98338.2 158572 94585.3 168314 121695 91256.7 87228.3 85993.4 82481.9 82132.9 134833 74616.9 69175.5 68402.6 64184.9 76973.7 63221.1 73815.6 62792.7 57105.3 55940.4 55621.5 68882.6 52082.8 51714.5 51711.5 49632.5 49545.7 53889.8 47791.4 46963.7 45198.6
threshold=2.5000000000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 12.500000000000002 2.5000000000000004 8.5000000000000018 12.500000000000002 2.5000000000000004 0.6198686371100165 0.40967365967365971 38.500000000000007 4.5000000000000009 2.5000000000000004 0.21132376395534294 1.5000000000000002 0.43826219512195125 2.5000000000000004 0.40270270270270275 0.61200716845878145 0.039230769230769243 2.5000000000000004 1.5000000000000002 18.500000000000004 2.5000000000000004 0.72850122850122856 1.0000000180025095e-35 16.500000000000004 8.5000000000000018 0.63762626262626265 0.067424242424242428 5.5000000000000009 3.5000000000000004 0.067816091954023008 2.5000000000000004 16.500000000000004 4.5000000000000009 0.23904761904761906 4.5000000000000009 2.5000000000000004 2.5000000000000004 13.500000000000002 0.43826219512195125 9.5000000000000018 0.15075757575757578 0.043961352657004842 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 9 10 31 29 41 17 11 12 -3 32 16 24 -7 25 -8 37 21 -10 23 42 34 -5 27 28 43 -1 -12 -4 33 -13 -9 -36 49 -20 39 40 -16 -2 -22 -6 48 -30 -47 -29 -11 -18
right_child=1 5 6 4 26 14 18 15 20 44 30 13 -14 -15 38 -17 36 -19 19 -21 22 -23 -24 -25 -26 -27 -28 47 45 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.2608293920969405 -0.24545133782359649 0.1143969450823249 -0.098810963485039149 1.0288044867539208 -0.26016108020288842 1.3816177410995063 0.032219587637625981 -0.1029392363437053 -0.18289019338634782 0.016744891701755436 1.7010872067883611 0.4929356230498978 0.57089660061722725 -0.30864094128813013 1.5881636521632265 -0.40517118641867289 0.97015852125703506 -0.16777458999433528 -0.021485547480659149 0.59709428100414885 0.24468841266327149 0.1865414658572668 -0.56789753882910332 -0.048831674645172497 -0.35736222165413506 0.51019907429115596 3.3330876727382859 0.43313208447120516 0.10581090972991661 -0.41766692019107277 6.7159679166201887 0.39998021050231714 -0.0964298735984363 0.85854555508213248 0.46497443020763418 -0.092858465067079232 0.082329212716565681 0.39017420753091508 6.522509624276843 0.76477437378831414 3.8822388723566799 -1.2981126785527681 0.52126782456457021 -0.96048235595412024 3.0756840126416121 0.5378637668953179 2.2238094652311937 -0.6756638367890957 1.6178626999446093 0.25008016361923641
leaf_weight=80904 10084 15670 86165 4471 4234 3218 31435 70717 22123 217 534 10475 11143 1418 311 15013 4434 1723 11579 10454 16904 27867 1800 6970 12202 11224 77 5221 2284 48531 29 2840 1075 12789 4511 5003 1417 4753 28 257 226 493 11266 1404 194 805 248 420 1176 1085
leaf_count=80904 10084 15670 86165 4471 4234 3218 31435 70717 22123 217 534 10475 11143 1418 311 15013 4434 1723 11579 10454 16904 27867 1800 6970 12202 11224 77 5221 2284 48531 29 2840 1075 12789 4511 5003 1417 4753 28 257 226 493 11266 1404 194 805 248 420 1176 1085
internal_value=0 0.286613 -0.145739 0.154216 0.402115 0.557575 0.0100693 -0.242577 0.0685429 0.659832 0.467871 0.451897 0.30411 0.605743 0.991819 -0.14975 0.899717 0.576254 0.152188 0.292979 0.112717 0.02305 0.234062 0.275141 -0.108264 0.657933 0.0687654 0.0515683 -0.136366 -0.319635 1.9594 -0.0828954 0.659015 0.693924 -0.0703796 0.171634 0.676136 0.0983172 2.12954 1.97462 2.55364 -0.294516 0.355301 -0.434558 1.57714 0.367443 0.934934 0.350577 1.36844 0.828596
internal_weight=0 195314 384107 131205 33698 64109 147226 236881 97507 19005 53133 52570 26813 25757 10976 107446 10154 17418 58221 26786 86930 49990 36940 35140 92433 15695 14693 14616 8975 129435 563 89005 24339 23264 80231 9514 6936 16332 822 794 537 10577 28170 5638 1587 3337 1053 5641 1393 5519
internal_count=579421 195314 384107 131205 33698 64109 147226 236881 97507 19005 53133 52570 26813 25757 10976 107446 10154 17418 58221 26786 86930 49990 36940 35140 92433 15695 14693 14616 8975 129435 563 89005 24339 23264 80231 9514 6936 16332 822 794 537 10577 28170 5638 1587 3337 1053 5641 1393 5519
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=51
num_cat=0
split_feature=3 3 2 11 4 7 7 12 6 6 10 5 12 9 11 4 9 12 9 9 8 6 10 10 9 1 4 10 5 11 0 4 6 5 8 0 8 6 5 8 7 5 2 9 8 4 5 8 8 3
split_gain=2.00068e+06 686724 275500 202047 187135 169612 165449 107848 107248 104079 106908 108192 91123 90112.8 124935 88549.6 87513.7 82876.7 81459 80636.5 79874.6 79824.9 77666.5 76070.1 81561.1 74520.3 72573.9 71364.5 68566.7 64476.7 72691.2 62115.7 60125.7 59801.3 58269.4 54452.5 53632.9 52725.8 52218.7 76884.2 51044.3 49131.9 48945.8 48912.4 45492.8 45182.6 47632.5 64049.6 49153.6 47184.2
threshold=21.500000000000004 15.500000000000002 3.5000000000000004 0.32200460829493094 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 0.27386363636363642 10.500000000000002 2.5000000000000004 2.5000000000000004 0.43095238095238103 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 0.75277777777777788 0.53033088235294124 2.5000000000000004 3105.9957700000004 9.5000000000000018 0.45584415584415588 1.5000000000000002 0.037749287749287756 1228.1295425320702 9.5000000000000018 1.5000000000000002 14.500000000000002 2.5000000000000004 661.35397753207008 8.5000000000000018 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 2.5000000000000004 6.5000000000000009 6.5000000000000009 1.5000000000000002 38.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 15 8 7 18 29 10 -7 26 32 -4 22 -1 -6 33 37 40 -13 -9 31 24 -18 44 38 43 -29 30 -2 45 -8 34 41 -23 -35 -3 -12 -40 -17 -10 -34 -21 -19 -15 48 -48 -47 -50
right_child=2 3 13 -5 16 9 12 21 17 -11 11 20 -14 14 -16 19 23 25 -20 27 -22 35 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 42 36 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 46 47 -49 49 -51
leaf_value=-0.80269308975215081 0.95183446265968252 0.29357815853152758 1.3178867542547279 -0.24859644338685613 -0.18473375904247447 -0.10925071618364489 0.15491721724079488 0.20801015125623784 0.49811070015538483 -0.54652284911823035 -0.08866491155100803 2.2244344957820061 -0.20372409475673492 -0.077541218391087741 -0.53866887855809698 -0.25932425805539822 -0.17974327127574408 0.16560151662492406 0.49622343199991681 -0.32230505866420395 -0.7145918111227777 0.27216887230963949 -0.71206876568929622 0.12567687555507837 0.10556920912375958 0.53942953447995678 1.0105259506340747 -0.2280740766031043 0.11380371779348389 0.26493753215580962 0.29161717290550593 1.1026729620296827 -0.18497385319926002 3.7836091084055385 0.27064713014364267 -0.07116750176361307 -0.011191732272253199 0.045526141890087808 0.87100446073795446 0.17106706688502876 -0.44078444504498915 1.0192673517219648 1.0412596232127898 -0.11473860842739558 -0.26527111460161829 0.77757222003893223 1.2370643269205495 -0.034949879619815556 0.43797848561098629 -2.613051642156115
leaf_weight=3050 6853 22803 1984 19041 72516 9671 21437 26999 9948 2356 4332 472 22281 886 901 34100 34963 15432 12487 34550 115 5440 404 22049 14044 4809 1191 10901 12702 3134 2204 3095 9550 101 10422 30620 59 13728 2054 6651 28423 2211 337 16909 2913 7087 2401 474 8280 51
leaf_count=3050 6853 22803 1984 19041 72516 9671 21437 26999 9948 2356 4332 472 22281 886 901 34100 34963 15432 12487 34550 115 5440 404 22049 14044 4809 1191 10901 12702 3134 2204 3095 9550 101 10422 30620 59 13728 2054 6651 28423 2211 337 16909 2913 7087 2401 474 8280 51
internal_value=0 -0.0901988 0.382809 0.0599057 -0.187761 0.296177 0.0953603 0.16447 0.392244 0.0882883 0.149369 0.318191 -0.0491337 0.670626 0.616164 -0.269748 -0.10745 0.322212 0.275731 -0.257934 1.64865 0.0779828 0.662046 -0.0285789 -0.0979809 0.189036 0.263301 -0.188064 -0.0440919 0.65589 0.791172 0.686969 0.0608276 0.457806 0.444156 -0.0193719 2.38428 0.200363 0.195038 0.336222 -0.341816 0.592878 -0.143177 -0.2541 0.0971833 0.619885 0.653664 1.02735 0.583983 0.419301
internal_weight=0 468930 110491 184723 284207 84928 165682 112077 58086 26842 24486 14815 53605 25563 23579 140635 143572 45895 49018 137585 587 63059 22678 71056 49007 23154 14228 75062 23603 12191 9057 22274 31324 22741 22581 36060 160 36531 13037 8705 62523 12159 9887 51459 18345 19179 18293 2875 15418 8331
internal_count=579421 468930 110491 184723 284207 84928 165682 112077 58086 26842 24486 14815 53605 25563 23579 140635 143572 45895 49018 137585 587 63059 22678 71056 49007 23154 14228 75062 23603 12191 9057 22274 31324 22741 22581 36060 160 36531 13037 8705 62523 12159 9887 51459 18345 19179 18293 2875 15418 8331
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=51
num_cat=0
split_feature=4 1 2 5 4 5 11 5 8 8 4 8 4 9 5 8 9 11 11 9 10 10 10 9 6 7 3 5 5 5 4 5 5 3 6 5 8 5 8 8 5 4 11 8 9 10 13 8 5 2
split_gain=1.70602e+06 487997 451705 219485 170825 188166 165631 189695 171096 164962 132123 127342 120720 116514 96865.9 104635 84200.7 104462 79782 78761.2 135532 98393.8 77399.3 73257.9 69984.7 67976.9 68472.8 66952 65123.5 58619.4 56837 55703.1 51943.4 51704.7 52759 49354.8 47220 46811.8 46388.1 45560.1 44510.7 44327.3 43423.7 42751 42658.8 67569.6 43311.4 42227.6 42186.1 42165.9
threshold=5.5000000000000009 2940.4779350000003 2.5000000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 0.28388278388278393 6.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 15.500000000000002 2.5000000000000004 8.5000000000000018 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.40967365967365971 2.5000000000000004 0.45080645161290328 0.60990338164251223 0.32971014492753631 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 12.500000000000002 10.500000000000002 4.5000000000000009 16.500000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 32.500000000000007 2.5000000000000004 13.500000000000002 5.5000000000000009 5.5000000000000009 4.5000000000000009 1.5000000000000002 6.5000000000000009 8.5000000000000018 0.17519181585677754 4.5000000000000009 1.5000000000000002 0.22967032967032971 0.096006144393241177 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 -1 25 7 10 35 18 -4 37 14 41 16 27 22 33 32 20 -12 31 24 28 -3 26 -6 -16 -11 30 -10 -21 47 -18 -35 -9 -32 -7 48 -33 -13 -2 -25 -42 -27 -46 -47 -5 -30 -24
right_child=1 12 6 9 5 11 -8 8 29 23 19 40 -14 -15 15 -17 17 -19 -20 21 -22 -23 49 42 -26 44 -28 -29 38 -31 36 39 -34 34 -36 -37 -38 -39 -40 -41 43 -43 -44 -45 45 46 -48 -49 -50 -51
leaf_value=-0.43012593580829261 -0.018522230419340383 0.39444923203102622 -0.50008042835835775 0.75763701026742725 -0.19249387204813764 0.20721008105209135 -0.44638755762835203 0.98544646605422026 -0.80171333166121339 0.013782184849767244 -0.2033020809677768 -0.12131518685344099 5.8199390570322675 0.28793493724642055 1.2705706243431034 0.25750569579983823 1.0167739592981979 0.35591137872126377 -0.012301561950493979 0.11422337687661853 0.15076857335537305 -0.50994646266149035 0.56380898070112861 0.49303949266831426 -0.33352942749235037 -0.30912669342067367 -0.02932463283852095 2.6623815176647998 0.27577934455871156 2.4286126253915872 0.53963000150520057 0.6182570744628727 0.91740070798131867 2.6223501157388922 0.94499706669901473 2.8866044717355517 -0.058852247884006885 0.74958202052557765 -0.090930820715990388 0.25419026024977781 0.4187124385075639 0.31246331515630088 -0.11082362085839526 -0.099700095069213526 -0.30528249877415187 -0.2874787766278401 0.0019599317486656133 0.42003096470325324 0.73171701495894625 1.0841773628994549
leaf_weight=24145 56564 8485 4064 5096 80185 11775 5789 3558 568 20200 19183 32870 45 19151 1140 737 3482 2402 2522 16924 24771 1853 6249 10100 1564 57236 37862 496 9522 115 2734 5192 3809 449 322 142 2546 1840 2623 10171 3283 4358 1350 3086 23904 7006 19728 13572 2579 2074
leaf_count=24145 56564 8485 4064 5096 80185 11775 5789 3558 568 20200 19183 32870 45 19151 1140 737 3482 2402 2522 16924 24771 1853 6249 10100 1564 57236 37862 496 9522 115 2734 5192 3809 449 322 142 2546 1840 2623 10171 3283 4358 1350 3086 23904 7006 19728 13572 2579 2074
internal_value=0 0.256754 -0.114676 0.186444 -0.174958 -0.152858 0.0724042 0.105112 0.524221 0.313956 0.0558188 0.0169989 0.644736 0.0727869 0.636237 1.24685 0.57834 0.8831 0.521018 0.0847477 -0.00375974 0.198698 0.467945 0.202334 0.281149 -0.192596 -0.14016 1.69254 0.130368 0.19276 0.148792 0.239368 0.580859 1.18084 1.92182 1.05841 0.251044 0.280509 0.290312 0.377228 -0.0744329 0.00515452 0.421842 0.167524 -0.249977 -0.183121 -0.0738913 0.512191 0.37295 0.693479
internal_weight=0 178891 400530 151446 302920 278775 97610 91821 9663 71373 82158 52854 27445 80073 27400 2373 25027 6655 24999 78094 43954 34140 18372 46374 10049 225921 118047 1636 34924 5963 5848 32287 22477 4253 771 3700 5280 13615 14724 15363 39239 60922 11450 6369 107874 50638 26734 18668 12101 8323
internal_count=579421 178891 400530 151446 302920 278775 97610 91821 9663 71373 82158 52854 27445 80073 27400 2373 25027 6655 24999 78094 43954 34140 18372 46374 10049 225921 118047 1636 34924 5963 5848 32287 22477 4253 771 3700 5280 13615 14724 15363 39239 60922 11450 6369 107874 50638 26734 18668 12101 8323
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=51
num_cat=0
split_feature=4 5 5 8 4 8 9 2 3 5 1 4 4 6 11 5 8 3 8 11 4 11 9 4 11 4 8 5 7 5 8 9 10 5 6 3 14 3 12 8 9 0 11 5 8 8 1 5 10 10
split_gain=1.38187e+06 408811 381611 264814 211858 202173 195257 159411 144821 116979 103317 101145 98976.2 98738.4 87193.8 81420.9 91654 69173.9 68719.1 66930.2 64861 62489.2 61943.9 57130.3 55784.4 55731.7 54568 89619.8 54395.9 53920.7 103582 56832.9 69311.2 53299.5 52394.3 57299.6 49570.8 48073.5 45454 44252.4 43332.1 42788.2 40575.3 39870.2 78760.3 39526.1 39433.4 39137.2 38279 42198.3
threshold=5.5000000000000009 3.5000000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 29.500000000000004 8.5000000000000018 2940.4779350000003 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.04083333333333334 7.5000000000000009 5.5000000000000009 39.500000000000007 3.5000000000000004 0.43095238095238103 9.5000000000000018 0.10990338164251208 2.5000000000000004 7.5000000000000009 0.23205128205128209 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.18274582560296851 5.5000000000000009 1.0000000180025095e-35 35.500000000000007 0.59317129629629639 43.500000000000007 2.5000000000000004 4.5000000000000009 4.5000000000000009 1069.5963050320704 0.24190177638453506 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 892.97362150000015 10.500000000000002 0.60990338164251223 0.072299651567944254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 9 12 10 23 29 18 14 42 -5 -1 17 25 22 -17 21 24 20 48 34 39 43 33 -4 27 -9 46 -6 31 -31 -33 -7 35 -10 37 -15 -36 -13 -40 -38 -3 -2 -45 -27 -14 -12 49 -8
right_child=1 5 3 11 7 8 19 26 13 -11 47 15 28 36 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 45 -28 -29 -30 30 -32 32 -34 -35 38 -37 41 -39 40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.82510502618342585 -0.089281286408781246 0.69595685406686536 0.14890848874755963 -0.49891068128818611 -0.19700575104171764 0.31628820686303749 0.21174148891296879 -0.019649159178721263 1.5435599667734603 1.263082608660582 1.2030862495951755 -0.053059924570028297 -0.65863248347396186 0.11004370807581838 -0.1198464131867638 0.65654344667040165 -0.039375375061149381 2.6508866552915427 0.047490817922437235 -0.31847362451316596 0.82991775285835367 0.26891140486625065 0.23991342172176205 0.19368416574958786 -0.027505751644290477 0.74772620277926238 -0.24062736631843062 0.25003616149972546 -0.45015500056039559 -0.099268638443989532 -0.20890696461832681 -0.086187816126220979 0.22894529035075695 0.67630236065021743 1.7737485092491898 4.2550228045227829 2.2093515957732954 2.6235856731732685 0.64574900328881701 -0.39626839612516163 2.5361130909499483 0.27207008111675129 0.13831507656108932 0.36553944830123358 -0.0045674045398788644 0.38678193015449613 -0.21016306939141285 3.9164668101955344 -0.15544849073064501 0.4622813226754679
leaf_weight=3325 29107 9367 4802 4116 98981 17842 12624 36367 627 1492 3409 14065 2031 3109 3359 3848 3724 240 11167 1520 2696 1152 5355 19324 3529 5564 6226 18637 13234 32985 45539 12236 16246 5344 522 89 239 78 2303 5126 128 218 1516 7139 29548 6672 56600 54 1619 14381
leaf_count=3325 29107 9367 4802 4116 98981 17842 12624 36367 627 1492 3409 14065 2031 3109 3359 3848 3724 240 11167 1520 2696 1152 5355 19324 3529 5564 6226 18637 13234 32985 45539 12236 16246 5344 522 89 239 78 2303 5126 128 218 1516 7139 29548 6672 56600 54 1619 14381
internal_value=0 0.231079 -0.103208 0.133706 -0.143424 0.44141 0.122429 -0.101699 0.34033 0.408332 0.769659 -0.0321961 -0.291711 0.708133 0.345808 0.0276145 0.314282 0.993912 0.255811 0.329561 0.361011 0.911424 -0.0608174 0.0425136 0.34289 0.437611 0.0399673 0.0717283 -0.267032 -0.143809 -0.0946016 -0.0099163 0.0935626 0.399266 1.11316 1.8806 0.311227 0.171561 0.927084 -0.144732 0.745283 1.28522 0.618277 -0.00188592 0.0674525 0.550912 -0.225698 1.2454 0.316847 0.345162
internal_weight=0 178891 400530 58123 342407 60933 117958 267217 46587 21889 14346 36234 75190 8705 20397 32118 7572 5061 37882 32840 31320 4821 24546 85118 26715 17038 61230 55004 71865 205987 107006 61467 28482 23186 3669 716 3644 3187 2953 19191 2431 457 10883 65794 36687 12236 58631 3463 28624 27005
internal_count=579421 178891 400530 58123 342407 60933 117958 267217 46587 21889 14346 36234 75190 8705 20397 32118 7572 5061 37882 32840 31320 4821 24546 85118 26715 17038 61230 55004 71865 205987 107006 61467 28482 23186 3669 716 3644 3187 2953 19191 2431 457 10883 65794 36687 12236 58631 3463 28624 27005
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=51
num_cat=0
split_feature=2 4 4 5 11 5 8 8 14 5 4 5 9 10 10 9 10 5 8 11 5 9 10 11 4 2 10 11 9 0 0 8 5 10 7 4 1 7 9 10 4 7 5 10 3 5 8 4 8 10
split_gain=1.15538e+06 366762 264888 198174 139411 138451 118834 109818 104765 96657.5 96456.6 98238.7 90451.9 113202 103501 88737.3 137062 74549 72767.6 68255.9 66520.3 65510.2 72399.3 71370.7 65484.4 54780.5 54444.5 54295.8 52908.9 52540.2 50003.8 49170.3 67812.9 47895.6 46825.9 46771.5 46753.3 44947 44896.4 59433 44654.5 42153.3 41958.5 41370.9 40655.8 39357.8 43023.4 39248 39145.5 38305.9
threshold=2.5000000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 4.5000000000000009 0.36939571150097467 9.5000000000000018 1.5000000000000002 3.5000000000000004 2.5000000000000004 0.41240409207161127 0.52440476190476204 1.5000000000000002 0.5270467836257311 3.5000000000000004 2.5000000000000004 0.26393188854489169 12.500000000000002 2.5000000000000004 0.60990338164251223 0.48074074074074075 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.13100686498855837 2.5000000000000004 628.30594169873677 414.71305928207005 1.5000000000000002 1.5000000000000002 0.41240409207161127 1.0000000180025095e-35 8.5000000000000018 1065.620255 2.5000000000000004 1.5000000000000002 0.52086956521739147 10.500000000000002 3.5000000000000004 2.5000000000000004 0.23606811145510839 43.500000000000007 13.500000000000002 8.5000000000000018 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 8 5 12 20 9 21 19 -1 30 13 26 36 -4 27 -18 38 40 -7 22 49 35 -6 47 -2 28 43 -16 -12 32 -15 -27 -32 41 -14 -28 -13 -40 -5 -23 -38 -17 -11 -9 -47 -10 -44 -3
right_child=1 3 15 7 24 6 -8 45 25 44 11 18 14 31 29 16 17 -19 -20 -21 -22 23 -24 -25 -26 33 37 -29 -30 -31 34 -33 -34 -35 -36 -37 42 -39 39 -41 -42 -43 48 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.3555752383025943 0.15859567446831577 0.16507616407432868 -0.068613906264349031 0.79786469732870002 -0.5863822814059928 0.72297196050793444 0.080778128823379203 0.1884337166918085 0.34741642194711431 1.8355233184864048 -0.92162382670797849 -0.001457287044226542 3.8578184472190014 -0.025223352756974095 -0.78445113571783742 -0.14799328767096093 0.19848862846223658 0.64972636133435169 -0.14088609945597391 0.11544765778993966 2.4130445562820046 0.30564586645486425 0.28762687567682821 -0.47042578653690204 -0.096366079814810643 0.99739491536837976 -0.23852976964820838 -0.21246236135632138 0.22962185923405146 -0.0011291960972351657 -0.12500686535314626 -0.06733651112248272 0.38737204115608614 0.18484733863415556 -0.22969008550427189 0.57625554697031356 0.13518271838792029 -0.73546936382162198 0.11902490139018199 0.67229305975604403 1.6821476491597283 -0.30179402896743501 0.62299929884714489 0.10207593193198845 5.2969084845648879 3.3669701523989084 0.14717402903430432 0.94536669816445462 0.25949361546718785 -0.13549759677705919
leaf_weight=24145 2936 6671 77883 8537 3923 4710 4142 4389 18240 591 898 11491 36 7062 1431 13905 16717 4688 19608 1436 245 19124 12315 1120 8947 2913 11801 10143 11270 2132 92313 10881 9138 966 79554 6570 14704 2152 6002 2870 612 1215 4431 12620 36 83 83 1168 8939 11635
leaf_count=24145 2936 6671 77883 8537 3923 4710 4142 4389 18240 591 898 11491 36 7062 1431 13905 16717 4688 19608 1436 245 19124 12315 1120 8947 2913 11801 10143 11270 2132 92313 10881 9138 966 79554 6570 14704 2152 6002 2870 612 1215 4431 12620 36 83 83 1168 8939 11635
internal_value=0 0.198027 -0.100695 0.334995 0.0609281 0.107502 0.476088 0.659658 0.27252 0.827873 -0.166163 -0.144665 0.0631755 -0.0296337 0.192018 0.0046417 0.0869192 0.297316 -0.00338675 0.756413 0.806538 0.201269 0.100155 0.311735 -0.245732 0.451971 -0.232813 -0.00702607 0.0481066 -0.315733 -0.177352 0.0970788 0.207511 0.795044 -0.173463 0.34429 0.256376 -0.315174 0.129015 0.298001 0.857017 0.269359 0.251758 -0.029016 2.03426 0.2456 1.75707 0.383402 0.379964 -0.0259637
internal_weight=0 195314 384107 97704 97610 84740 9097 15767 81937 11212 236881 212736 75643 43970 31673 147226 69343 21405 39971 10585 4955 58650 30621 28029 12870 23287 16889 47938 37795 3563 172765 27081 16200 3879 171867 26909 28110 13953 20363 8872 9149 20339 28074 26525 627 4555 166 19408 13370 18306
internal_count=579421 195314 384107 97704 97610 84740 9097 15767 81937 11212 236881 212736 75643 43970 31673 147226 69343 21405 39971 10585 4955 58650 30621 28029 12870 23287 16889 47938 37795 3563 172765 27081 16200 3879 171867 26909 28110 13953 20363 8872 9149 20339 28074 26525 627 4555 166 19408 13370 18306
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=51
num_cat=0
split_feature=2 4 3 5 8 13 11 5 7 5 2 4 5 8 5 8 1 0 12 11 9 10 5 11 8 8 5 8 7 3 1 9 5 3 6 10 1 13 4 6 9 10 10 4 6 12 10 9 9 11
split_gain=935859 314956 223827 220898 204037 136371 119139 117118 99556.7 92013 91180.4 85909 85938.4 79855.9 83409.5 76833.7 70205.6 66893.1 61022.8 60746.6 82136 72649.5 58541.6 57723.5 57063.4 55110.6 133497 63641.3 53153.7 57397.9 52536.4 50771.7 50312.9 49161.6 46273.6 49425.9 45300.2 59869.7 49805 42570.5 41897.6 78195.5 53985.7 40763.3 40517.7 48240.7 43700.3 39170 39048.5 38951.2
threshold=2.5000000000000004 4.5000000000000009 12.500000000000002 3.5000000000000004 2.5000000000000004 0.40270270270270275 0.21132376395534294 8.5000000000000018 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.5000000000000002 6.5000000000000009 6.5000000000000009 12.500000000000002 4.5000000000000009 3069.4597500000004 475.24997869873681 6.5000000000000009 0.042572463768115944 1.5000000000000002 0.47140522875816998 4.5000000000000009 0.21132376395534294 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 17.500000000000004 1082.6755650000002 3.5000000000000004 18.500000000000004 17.500000000000004 2.5000000000000004 0.73431372549019625 3585.7070200000003 0.35805860805860812 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 0.35805860805860812 0.61200716845878145 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 0.50609756097560987 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 17 10 9 8 11 31 33 23 25 -2 30 14 -9 32 18 -1 28 20 -7 47 -23 24 43 26 -3 -28 29 -10 -13 34 -14 -4 35 36 48 39 -39 -38 41 -32 -42 -5 -12 46 -46 -22 -6 -33
right_child=1 3 5 4 7 19 -8 13 16 -11 44 12 15 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 40 49 -34 -35 -36 -37 37 38 -40 -41 42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.43585183662894417 -0.35580191917819703 0.002333210327919678 -0.032772446178604746 0.78064983400372601 -0.13016880568242131 0.01315022280225981 -0.52131703859250222 0.97983280327523292 -0.18127719369109499 1.1621235955498732 0.09838719383761306 3.1428800641386601 0.73262160485699745 0.15088209561056717 3.2233917049326744 0.04281791668485161 0.92804410561504624 -0.16669921579480051 -0.57571491290997678 -0.12975650959680304 0.019760797108707526 0.33361937330846625 0.90351229945750977 0.14564162013422707 0.4600688599339498 -0.052628059884840053 0.56021194032233868 0.2175626014476035 -0.41053567304304472 -0.018847061721502939 -0.2867631047437022 0.74128395098573308 5.4268850741179095 0.16965438373674085 -0.17651920793853587 0.49319697703348542 2.8594499731788767 7.9523890892664602 1.5577949995110776 0.28051853205395649 0.16013644445599107 0.068672735107177835 -0.56020270595641708 3.1369310824854955 0.76142091513109911 0.18220419801003859 0.0051809113738490939 0.33895860907540132 0.23800872997408495 -0.029491276888005055
leaf_weight=9866 5211 25399 44618 9370 6288 30103 4161 1851 51584 2854 3269 54 3126 1196 182 2741 611 144119 3215 10763 11914 8920 2259 2932 10465 15456 8024 16706 6427 37622 9806 2339 23 16410 4681 3850 74 21 29 474 20869 16783 1095 74 5676 3125 883 5676 5316 911
leaf_count=9866 5211 25399 44618 9370 6288 30103 4161 1851 51584 2854 3269 54 3126 1196 182 2741 611 144119 3215 10763 11914 8920 2259 2932 10465 15456 8024 16706 6427 37622 9806 2339 23 16410 4681 3850 74 21 29 474 20869 16783 1095 74 5676 3125 883 5676 5316 911
internal_value=0 0.178225 -0.0906251 0.266742 0.424688 -0.0281812 -0.00394887 0.23386 -0.0788891 0.626782 0.160343 0.0321061 0.0691978 0.799251 1.18068 0.429942 -0.140585 -0.183944 -0.147191 0.0886849 0.12862 0.249445 0.448781 0.559891 0.620897 0.112458 0.163359 0.32874 -0.132784 -0.112773 0.0254843 0.157737 0.766908 0.0216587 0.100131 0.180806 0.0822401 0.931006 4.24352 0.628768 0.0220172 -0.0624117 0.124224 0.799113 0.402796 0.505554 0.659613 0.122761 0.0384999 0.52523
internal_weight=0 195314 384107 131445 52907 230122 63869 27212 160487 25695 78538 59708 54497 3229 2033 5890 99459 153985 98848 69635 58872 28769 11179 22841 19909 65585 50129 24730 95633 89206 48607 23983 3149 61028 20733 16052 12202 598 50 548 48553 26589 21964 9444 12953 9684 6559 17590 11604 3250
internal_count=579421 195314 384107 131445 52907 230122 63869 27212 160487 25695 78538 59708 54497 3229 2033 5890 99459 153985 98848 69635 58872 28769 11179 22841 19909 65585 50129 24730 95633 89206 48607 23983 3149 61028 20733 16052 12202 598 50 548 48553 26589 21964 9444 12953 9684 6559 17590 11604 3250
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=51
num_cat=0
split_feature=4 5 8 4 4 5 5 5 9 8 9 4 8 11 4 9 7 0 7 5 12 7 8 3 7 5 5 8 2 11 3 11 11 6 1 5 11 10 2 8 11 4 5 0 8 3 3 9 10 11
split_gain=790726 324217 274031 156033 154446 138117 105644 98885 92537.2 87931.2 87538.2 87305.7 86540.9 79373.3 78414.5 67390.2 58480 56170.2 53427.8 53198 50710.4 50197.2 49176.9 46913 46828.4 46468.9 45097.8 91932.9 41840.5 41382.6 40927.3 39974.3 39629.4 45098.3 38697.5 37480.5 37412.2 52690.2 38464.8 37107.3 36457.4 36162.8 36402.7 41852.2 36129.4 35765.3 35732 34875.5 48615.3 34034.1
threshold=6.5000000000000009 3.5000000000000004 2.5000000000000004 9.5000000000000018 3.5000000000000004 6.5000000000000009 4.5000000000000009 7.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 15.500000000000002 6.5000000000000009 0.036375661375661381 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 899.39907253207002 2.5000000000000004 16.500000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 46.500000000000007 7.5000000000000009 10.500000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.030776515151515155 38.500000000000007 0.28388278388278393 0.036375661375661381 1.0000000180025095e-35 959.99762750000014 16.500000000000004 0.039230769230769243 0.48074074074074075 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 1095.5934300320703 3.5000000000000004 29.500000000000004 30.500000000000004 1.5000000000000002 0.31909090909090915 0.046536796536796543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 14 10 17 15 18 -8 28 20 23 22 -1 21 34 -2 26 32 30 44 24 29 -12 31 -6 39 -3 41 -5 -7 33 46 -16 -14 37 38 -10 -28 -36 -9 -43 -44 -4 -40 -11 -19 -49 -17
right_child=3 2 7 11 8 25 9 12 36 19 13 -13 35 -15 16 49 -18 47 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 40 -37 -38 -39 45 -41 -42 42 43 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.7260966086858347 0.23618338878102391 -0.022057197734476251 -0.055005944793563168 0.68926164412439184 -0.1171935882305491 0.70758207949732799 0.85736830179662693 -0.14828799637433157 0.1386347377260245 0.6132347552571894 0.52062509711600991 4.9983636282053263 -0.26858517850597496 -0.04629778687696702 -0.35634095248990505 0.16786206939034681 -0.31837732512357886 -0.075680225267563489 -0.27500409839020945 5.2268261541019791 0.26903892542100299 -0.61367421547073808 0.23170993651301841 4.7303387393951422 -1.7076895462996082 1.5225780842095322 0.19693128575241792 -0.14899545240210696 0.37444663151334867 -0.16410086557531672 2.0949808745456973 -0.11298569762428318 0.0084545865460722205 0.27860609271133657 -0.10696559289583428 1.6972628537416459 -0.10452049502621004 -0.16888731046183747 0.50648571855998403 0.012177636781808174 -0.28665291632487755 0.43527672654120225 1.4157778387623174 0.21625720907982107 -0.25231501210242485 -1.5775658657863028 1.8970273153082962 0.005042349035095213 0.30494320525751401 -0.34811867908587263
leaf_weight=2618 36942 18735 18972 7499 81465 4630 3593 771 23075 3119 12977 45 3217 5654 8015 9546 23227 12379 13089 22 3498 2509 13379 25 95 612 16170 30115 3102 1135 213 681 3534 9995 94108 100 8104 4822 4183 33174 12831 4092 917 426 18167 84 233 12565 9486 1476
leaf_count=2618 36942 18735 18972 7499 81465 4630 3593 771 23075 3119 12977 45 3217 5654 8015 9546 23227 12379 13089 22 3498 2509 13379 25 95 612 16170 30115 3102 1135 213 681 3534 9995 94108 100 8104 4822 4183 33174 12831 4092 917 426 18167 84 233 12565 9486 1476
internal_value=0 -0.0543569 0.0868508 0.25106 -0.102563 0.239062 0.208005 -0.0616692 -0.0491021 0.408116 0.18873 0.60249 0.214819 0.293792 -0.183924 -0.119963 -0.173652 0.150539 -0.0807143 0.31262 0.584844 -0.180768 0.366488 0.405813 0.504431 0.697447 -0.0649115 -0.0113095 0.0342672 0.391086 0.728087 0.602365 0.306216 0.385057 -0.144409 -0.209319 0.0875063 0.135889 0.189639 0.0727213 -0.128525 0.492623 0.583541 1.03529 -0.151522 0.465459 0.702472 0.0586466 0.134055 0.098765
internal_weight=0 476298 121218 103123 355080 59865 91868 61353 214281 20496 53942 11255 10683 32105 140799 50670 138181 71372 174013 16903 11210 39648 26451 7366 13072 5923 160924 79459 21837 7341 7712 5311 16881 13347 114954 3317 40268 32164 27342 49344 106939 6206 5435 1343 37139 4267 3352 34430 22051 11022
internal_count=579421 476298 121218 103123 355080 59865 91868 61353 214281 20496 53942 11255 10683 32105 140799 50670 138181 71372 174013 16903 11210 39648 26451 7366 13072 5923 160924 79459 21837 7341 7712 5311 16881 13347 114954 3317 40268 32164 27342 49344 106939 6206 5435 1343 37139 4267 3352 34430 22051 11022
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=51
num_cat=0
split_feature=4 5 5 8 8 4 5 5 1 9 11 7 11 3 10 2 3 6 9 4 8 8 5 8 4 11 5 5 8 8 8 12 14 4 4 9 5 7 14 12 9 9 11 4 0 0 10 10 10 9
split_gain=664120 213809 203898 174152 148980 123776 111569 99055.5 92245.2 90048.9 73857.1 70294.2 63260.3 57621 66130.3 57416.2 57273.9 77525.3 59896.7 56609.3 54500 54054.6 96062.9 53145.7 51459.1 49623.4 48454.6 46391 47089.3 43113.5 41041.6 40155 37731.6 39800.3 37389.5 33968.1 33855.6 33317.8 33255.1 33209.4 32142.2 32030.2 31478.9 40524.6 31213.7 30831 30645.3 38173.4 30603 30408.6
threshold=5.5000000000000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 5.5000000000000009 9.5000000000000018 3001.4799050000006 2.5000000000000004 0.039230769230769243 2.5000000000000004 0.039230769230769243 11.500000000000002 0.3133928571428572 3.5000000000000004 31.500000000000004 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.44590643274853808 11.500000000000002 1.5000000000000002 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.11237373737373739 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 4.5000000000000009 0.39208074534161497 4.5000000000000009 2.5000000000000004 1.5000000000000002 0.12060606060606062 12.500000000000002 587.33831253207006 503.79099753207009 0.74133811230585434 0.59729729729729741 0.6708333333333335 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 7 8 34 23 10 25 11 19 13 27 38 44 32 29 18 31 -4 -21 22 45 -6 -5 30 40 -11 -29 -8 -3 -18 -2 -34 -1 -22 42 -25 -7 -20 48 -24 43 49 -15 -16 47 -40 -26 -10
right_child=1 4 3 24 6 9 16 -9 36 12 -12 -13 -14 14 21 -17 17 -19 39 20 35 -23 41 37 26 -27 -28 28 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 46 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.63709492178675742 -0.1099126150452797 0.63812550778847354 -0.48853100389182375 -0.33558202970912254 0.19247529977500846 -0.093142590193740382 0.39931435111516245 1.0955338804402905 0.45530091512663662 -0.037657006834066191 -0.13230859680095397 -0.30043223002815467 -0.19690049197111567 -0.42028539815793664 0.43114340562611198 0.32287116413870998 1.7066585676273875 0.25131613444594531 5.1980105698108678 0.52562493973761193 0.14525194318763773 -0.12043939324351308 0.128422167921658 -0.0039281452434692318 -0.29812285973375791 -0.057353406639417237 0.84730966140757769 0.2887419709027963 0.021901115126917531 0.014922049415340425 0.33672168976745875 0.70977672239290202 0.033470374384927323 0.32154098195517999 -0.27388945077948335 0.48176437008046336 1.9142364367842675 -0.7436682060280827 -0.18329605543927743 2.0040980133199198 0.20915802095037728 0.40253776346446979 0.28739187878459499 2.7537631886891831 -0.13106841754409113 -0.043316208407404043 -0.27571095460770395 0.16459586482461355 0.01599744427038623 1.0823319767252488
leaf_weight=3325 17093 6131 932 6901 23996 44320 10169 1321 1196 19473 5228 17964 10083 4095 1406 6875 554 1940 49 7854 15104 32334 10827 19979 5534 2447 632 14315 12292 4092 17170 1493 56153 5244 19205 3743 281 628 16672 97 3818 7031 998 117 42053 52879 30243 3890 7056 2189
leaf_count=3325 17093 6131 932 6901 23996 44320 10169 1321 1196 19473 5228 17964 10083 4095 1406 6875 554 1940 49 7854 15104 32334 10827 19979 5534 2447 632 14315 12292 4092 17170 1493 56153 5244 19205 3743 281 628 16672 97 3818 7031 998 117 42053 52879 30243 3890 7056 2189
internal_value=0 0.160195 -0.0715489 0.101627 0.264641 -0.100945 0.176781 0.246491 0.445943 -0.0849887 0.21236 -0.109474 0.0299825 -0.0955153 -0.0570346 0.0457638 0.384013 0.711793 1.11915 0.277569 0.30431 -0.0129976 0.0351571 0.0913197 -0.105205 0.371039 -0.0119055 0.0796279 0.165466 0.289018 0.416028 0.979573 0.0214917 0.0580749 -0.327492 0.212083 0.849335 -0.0264718 -0.156447 3.07603 -0.0450005 0.236346 0.782838 0.924031 -0.156732 -0.0310275 -0.211671 -0.11748 -0.122076 0.860787
internal_weight=0 178891 400530 58123 93526 342407 62997 34182 30529 319877 32861 263714 56163 245750 150625 85365 18394 4133 2193 27633 26701 104477 72143 44603 23941 25748 17040 46080 26607 14261 23301 2047 78490 61397 22530 18847 4781 20607 95125 146 16408 17858 4500 3502 46148 54285 50805 20562 12590 3385
internal_count=579421 178891 400530 58123 93526 342407 62997 34182 30529 319877 32861 263714 56163 245750 150625 85365 18394 4133 2193 27633 26701 104477 72143 44603 23941 25748 17040 46080 26607 14261 23301 2047 78490 61397 22530 18847 4781 20607 95125 146 16408 17858 4500 3502 46148 54285 50805 20562 12590 3385
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=51
num_cat=0
split_feature=2 4 5 4 8 5 5 11 8 14 11 8 4 1 4 6 12 0 5 8 7 1 5 0 0 3 14 14 8 5 13 7 8 5 6 3 11 9 10 0 4 6 5 0 14 0 13 12 9 10
split_gain=556597 191282 145059 135874 127413 92375.4 87909.5 85297.8 81523.9 75935.4 68397 65809.3 64053.6 63492.2 60876.7 60037.2 56511.9 54374.6 50659.8 83779.4 63549.6 49128 47316.9 43870.8 42702.4 41852 39699.5 39646.4 38104.2 72297.9 37661.3 36604.1 36296.3 77635.7 35188.7 35771.8 35093.8 40317.3 37896.6 35036 34918.1 34038.6 33721 30733.8 30433.2 41179.2 30189 29554.6 28960.8 53470.1
threshold=2.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 0.096006144393241177 0.33712121212121215 6.5000000000000009 1.0000000180025095e-35 3001.4799050000006 8.5000000000000018 2.5000000000000004 5.5000000000000009 539.79532253207014 4.5000000000000009 3.5000000000000004 6.5000000000000009 1074.5223450000001 5.5000000000000009 928.48060753207005 491.23609769873673 35.500000000000007 0.43614130434782611 0.30495169082125612 1.5000000000000002 1.5000000000000002 0.30860805860805868 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 37.500000000000007 0.036375661375661381 1.5000000000000002 0.53950103950103967 1362.6909100320706 16.500000000000004 4.5000000000000009 7.5000000000000009 414.71305928207005 0.14119601328903655 1110.4908300320703 0.7231800766283526 4.5000000000000009 2.5000000000000004 0.75277777777777788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 9 16 10 30 27 12 36 -3 13 46 -2 26 24 25 17 43 20 42 21 -14 -10 -17 -11 -15 -4 34 29 -23 -5 -19 33 -26 35 -6 37 -7 -39 -36 47 -25 -20 -1 -27 -46 -8 -16 49 -21
right_child=1 2 4 5 6 8 11 -9 22 14 -12 -13 18 15 40 23 -18 31 19 48 -22 28 -24 41 32 44 -28 -29 -30 -31 -32 -33 -34 -35 39 -37 -38 38 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.81796202220906589 -0.73131077137901523 -0.019043148908001486 0.35223008471831013 -0.11703618979876902 0.2690352010743754 0.12334991939141385 1.6222094261781823 -0.31637163833790338 -0.058317132766524504 0.67265118587311201 0.015212682485675047 0.33494536631838256 3.0479488447027387 0.96533971607979496 0.51247706798295078 1.1595782643783463 -0.44747538071182219 -0.074864869569559039 0.33573310278326762 -0.47037797261039649 -1.3756856632532575 -0.09427192567190612 0.17384944306190409 0.48425911182348119 0.10437141240460726 1.3082783692729352 0.74683014663215241 0.30001233592760607 -0.14356662019680586 0.23292156359444727 -0.014629843099467663 -0.21277540292145383 0.094390649603985743 0.50956360955192515 -0.22415249549517516 3.7535052140553797 -0.037019899885155659 0.23981735033636553 0.61257064986808851 1.435824476663883 4.5999607312679291 -0.52038675757099895 0.8779621347612605 -0.23934703934354001 4.1435035112657053 1.1838383759651332 4.0848266287853852 0.09706388944236044 0.21065599706713406 0.25356390759137576
leaf_weight=952 1061 21973 8522 78416 1644 13555 393 7712 44118 1572 2215 601 53 3698 7471 578 5855 97007 6719 2750 336 13617 10959 963 12615 293 3638 4544 12430 13398 66255 24009 44193 7564 5796 30 5540 7440 4306 130 20 519 1383 25695 114 80 57 2222 2788 1622
leaf_count=952 1061 21973 8522 78416 1644 13555 393 7712 44118 1572 2215 601 53 3698 7471 578 5855 97007 6719 2750 336 13617 10959 963 12615 293 3638 4544 12430 13398 66255 24009 44193 7564 5796 30 5540 7440 4306 130 20 519 1383 25695 114 80 57 2222 2788 1622
internal_value=0 0.137446 0.20643 -0.0698898 0.384929 -0.0213607 0.142273 -0.0045242 0.0607704 0.144605 0.540208 1.01966 0.0383016 0.60339 0.192133 0.862565 -0.142782 -0.130701 0.0531222 0.208037 -0.00623186 0.00541776 -0.0121216 0.42063 0.157707 1.0801 0.470286 0.0663393 0.00132968 0.0679986 -0.0701371 -0.102226 0.145131 0.256256 -0.0733726 0.331481 0.190943 0.240859 0.376466 -0.187737 0.425861 0.13243 0.428291 -0.260019 1.95152 2.92302 1.93414 0.417249 -0.0411941 -0.201798
internal_weight=0 195314 131445 384107 33815 230589 13195 63869 85918 97630 20620 1051 56157 18405 75657 6245 153518 147663 55096 15262 39834 39498 55077 2060 65944 4185 12160 12144 39445 27015 144671 121016 64372 20179 7600 1674 30841 25301 11746 5926 9713 1482 8102 26647 487 194 450 9693 7160 4372
internal_count=579421 195314 131445 384107 33815 230589 13195 63869 85918 97630 20620 1051 56157 18405 75657 6245 153518 147663 55096 15262 39834 39498 55077 2060 65944 4185 12160 12144 39445 27015 144671 121016 64372 20179 7600 1674 30841 25301 11746 5926 9713 1482 8102 26647 487 194 450 9693 7160 4372
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=51
num_cat=0
split_feature=4 5 8 4 2 4 11 5 9 6 5 7 11 4 14 7 1 5 7 10 5 3 5 9 10 6 4 13 0 6 2 13 4 5 6 11 5 4 9 14 3 6 0 10 8 8 1 11 0 10
split_gain=464830 201293 152381 144470 113975 111545 84237.6 80243 78787.7 73881.8 65093.8 58877.3 58296.3 55696.3 54465.3 58470 57896.4 52723.8 49013.5 45046.5 45013.8 43987.4 43091.5 40681.9 83912.6 46298.2 39470.9 38736.1 38067 35294 35051.3 35712.9 34887.5 36487.8 31868.6 31622.9 30466.9 30330.2 30078.8 30063.2 33028.6 39086.4 37816.9 29887.7 29585.3 29489.1 33072.7 27970.4 27705.7 37526.6
threshold=6.5000000000000009 5.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 10.500000000000002 0.3133928571428572 9.5000000000000018 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 2.5000000000000004 0.3133928571428572 15.500000000000002 0.38956639566395673 2.5000000000000004 2393.1946050000006 9.5000000000000018 1.0000000180025095e-35 0.71651785714285732 3.5000000000000004 12.500000000000002 8.5000000000000018 1.5000000000000002 0.57321428571428579 1.5000000000000002 2.5000000000000004 0.053342816500711245 661.35397753207008 4.5000000000000009 3.5000000000000004 0.14459930313588851 3.5000000000000004 18.500000000000004 8.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.029857397504456332 29.500000000000004 2.5000000000000004 878.39572336540346 0.20256410256410259 1.5000000000000002 4.5000000000000009 2329.0979250000005 0.030776515151515155 1069.5963050320704 0.3816526610644258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 11 18 6 8 12 9 20 29 37 26 17 15 16 -6 43 21 22 -2 -5 27 -20 -25 36 -3 -10 -11 47 31 -30 -4 -34 35 39 -26 -1 -39 -29 -41 42 -42 -7 -28 46 -16 -9 -32 -50
right_child=5 2 32 4 14 13 -8 10 19 28 -12 -13 -14 -15 45 -17 -18 -19 23 -21 -22 -23 -24 24 25 -27 44 34 30 -31 48 -33 33 -35 -36 -37 -38 38 -40 40 41 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.46001492483732431 0.19771248217733398 0.072922222393107 -0.2812745853338055 -0.078814159649522625 -0.011962662646158799 0.31972482679142811 -0.087661810745821259 1.2715732255877925 0.097691353370691958 0.47799146376005019 6.5946555805206302 -0.46643791964537534 -0.16037862534269234 4.1644737578762898 0.13508730707851149 -0.2363853422114203 0.21340741954293205 2.5852695523802915 -0.16255357798811898 -0.4718232726146851 0.54618106256708154 0.040311360569620674 1.1769649866817937 -0.12082531490599664 0.038619711806306231 -0.2503422369425638 0.66610150158311754 -1.5994655063218426 -0.1063180602986257 -0.040501436490952725 0.88452954571583919 0.097630571767508181 0.029108144121737952 4.2032471038046344 -3.1087916562190423 0.16939682682175261 0.34836695859013045 -0.22001627583623007 -0.088488381633427204 0.41567576212288587 0.39565368102015003 0.30843684187589682 1.6055570404164325 0.8280345472558448 0.32536477396371444 -0.93837269216270769 0.42392922511539322 0.2429195345309493 -4.7651841754005071 1.0232441373169423
leaf_weight=3149 12096 5204 6057 67409 45491 2320 11277 1282 5608 2038 20 6665 2930 45 23344 8441 15210 134 71420 680 5345 57384 619 44614 5342 2454 3116 71 13808 356 676 22702 7554 21 26 4938 7830 29663 42013 16408 382 800 798 2307 13985 236 4775 333 21 24
leaf_count=3149 12096 5204 6057 67409 45491 2320 11277 1282 5608 2038 20 6665 2930 45 23344 8441 15210 134 71420 680 5345 57384 619 44614 5342 2454 3116 71 13808 356 676 22702 7554 21 26 4938 7830 29663 42013 16408 382 800 798 2307 13985 236 4775 333 21 24
internal_value=0 -0.0416762 0.170551 -0.0615898 -0.0339519 0.192491 0.169497 0.307203 0.202815 0.133236 0.918395 -0.181635 0.258981 0.662893 0.0580806 0.0102167 0.0445089 0.629797 -0.0689403 0.332911 0.304505 -0.0240363 0.351367 -0.111502 -0.0509764 0.14845 0.314068 0.333763 0.0571684 0.860797 0.0341329 0.0204977 -0.102372 0.04068 0.390284 0.394172 0.222747 -0.156266 -0.142921 0.454302 0.462233 0.848042 1.21388 0.573166 0.387451 0.174794 0.184137 1.05947 0.724592 -1.67802
internal_weight=0 476298 40858 435440 353950 103123 98317 27226 87040 56710 1991 81490 25235 4806 97497 69142 60701 4761 256453 30330 17441 124793 29650 131660 60240 15626 22305 29031 39269 1971 37231 36510 13632 7575 23423 23397 13172 74825 71676 18459 18388 1980 1180 4627 17101 28355 28119 1615 721 45
internal_count=579421 476298 40858 435440 353950 103123 98317 27226 87040 56710 1991 81490 25235 4806 97497 69142 60701 4761 256453 30330 17441 124793 29650 131660 60240 15626 22305 29031 39269 1971 37231 36510 13632 7575 23423 23397 13172 74825 71676 18459 18388 1980 1180 4627 17101 28355 28119 1615 721 45
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=51
num_cat=0
split_feature=4 5 5 8 8 4 5 5 9 7 1 5 8 11 9 10 9 4 8 5 8 7 11 13 3 7 8 13 5 6 3 5 8 4 1 1 0 9 11 12 7 6 14 7 8 5 5 11 8 5
split_gain=378371 137110 127458 194639 102962 75672.1 82359.2 68648.6 64817.2 62669.7 61356.2 61135.8 53003.1 52558.1 57145.1 47487.5 97220.3 48943.3 45274.6 47151 45046.3 41230.8 39053.9 38362.5 39313.4 36397.2 36380.8 35217.5 33061.4 38619.2 37477.2 32423.1 31926.5 31489.9 31186.6 31130.7 45663.4 30945.5 29607.1 29293.7 28761.9 31492.1 28709.3 28679.9 27894.5 39094.7 27190.6 27144.5 27024.5 39828.7
threshold=5.5000000000000009 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 6.5000000000000009 6.5000000000000009 2.5000000000000004 1.5000000000000002 3001.4799050000006 6.5000000000000009 5.5000000000000009 0.23669467787114848 1.5000000000000002 0.5270467836257311 1.5000000000000002 12.500000000000002 6.5000000000000009 10.500000000000002 2.5000000000000004 6.5000000000000009 0.13423423423423428 0.11237373737373739 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 0.072299651567944254 8.5000000000000018 2.5000000000000004 35.500000000000007 7.5000000000000009 3.5000000000000004 8.5000000000000018 1221.5735750000001 3990.9076300000002 1118.5409650320703 2.5000000000000004 0.15075757575757578 4.5000000000000009 4.5000000000000009 1.5000000000000002 0.48074074074074075 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 0.13423423423423428 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 7 10 39 20 13 15 23 33 32 28 14 34 -2 17 -17 19 -13 37 -11 27 -1 -25 26 -16 -10 -8 30 47 40 -6 -3 -4 -34 -37 -7 44 -5 41 -12 -14 -22 45 -26 -9 -30 49 -18
right_child=1 4 3 5 11 6 12 46 22 21 31 18 42 -15 25 16 48 -19 -20 -21 43 -23 -24 24 38 -27 -28 -29 29 -31 -32 -33 35 -35 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.14579209152795652 -0.077017011838426894 0.25770738119718539 -0.2024004453178917 -0.25626729363081091 0.12355153522382523 -0.043206500126768028 0.20692630093478384 0.59607026897340587 0.015790819740396374 -0.20182779268478154 0.893436481822238 0.36792756158858064 -0.27882325872518837 -0.13480338109712314 0.45422816005890942 -0.030515666698743102 0.17268601496643465 2.9283283657261308 -0.18975735470208577 1.3914941734189934 -0.096313670613000127 -1.1579726381875319 -0.073710635288363219 -0.11862732625103962 -0.050718596208421313 -1.4002316006788842 0.20299824055369503 0.28572356332119481 1.0648839998940287 0.16243940072226457 3.4782519583459619 1.3037808511092881 -0.098568213196368215 0.62274960632663112 0.11015886625147245 -3.0888999670393327 0.33371786793900865 0.18182975960053524 -0.15618570356993552 -0.73948272894969935 -0.14699075559465802 0.40944519690836217 0.22792069244031948 -0.27745058659569327 -0.043381081141406694 0.16152244056307352 1.9083354124799372 -0.10962496039559361 0.035508739601079344 0.52145275873890629
leaf_weight=57456 35191 21495 4004 8460 12656 32476 7458 2218 6245 41116 2526 6789 3044 6101 8168 32898 6939 56 1376 482 30228 456 5213 50704 14306 130 19585 21382 1136 1029 57 666 8743 2655 15747 85 72 7527 11677 1473 514 2874 1767 12297 39438 22064 170 238 3834 6200
leaf_count=57456 35191 21495 4004 8460 12656 32476 7458 2218 6245 41116 2526 6789 3044 6101 8168 32898 6939 56 1376 482 30228 456 5213 50704 14306 130 19585 21382 1136 1029 57 666 8743 2655 15747 85 72 7527 11677 1473 514 2874 1767 12297 39438 22064 170 238 3834 6200
internal_value=0 0.120916 -0.0540056 0.0139819 0.242725 -0.0650128 -0.0381612 0.164855 0.0579943 -0.100812 0.371596 0.111605 0.179665 0.14154 0.176934 0.0119504 0.074659 -0.0254876 0.336238 0.435781 -0.0770371 -0.212316 0.177336 -0.0771188 -0.0485659 0.269118 0.276938 0.224706 0.311785 0.629686 0.965673 0.6423 0.0214955 0.297839 0.0467956 -0.12363 -1.51929 -0.000863478 -0.00796014 -0.327925 0.567807 0.635846 -0.0927047 -0.148693 0.0148716 0.0780382 0.689489 0.861439 0.269099 0.337261
internal_weight=0 178891 400530 163313 60933 107190 97257 56123 117958 237217 30730 30203 14729 53735 47634 85118 49927 32954 8647 7271 82528 41572 32840 195645 138189 27883 27753 27627 9918 2460 1431 6580 21556 24150 19751 8900 157 40003 87485 9933 5914 5400 4811 42525 75808 36370 2388 1374 16973 13139
internal_count=579421 178891 400530 163313 60933 107190 97257 56123 117958 237217 30730 30203 14729 53735 47634 85118 49927 32954 8647 7271 82528 41572 32840 195645 138189 27883 27753 27627 9918 2460 1431 6580 21556 24150 19751 8900 157 40003 87485 9933 5914 5400 4811 42525 75808 36370 2388 1374 16973 13139
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=51
num_cat=0
split_feature=2 14 1 7 9 10 5 5 8 5 13 10 7 5 3 10 10 9 2 6 10 1 10 6 1 8 8 6 10 12 0 7 4 10 5 6 8 5 1 6 10 1 6 6 3 14 9 8 10 6
split_gain=321516 142948 98527 106793 85131.2 177037 114924 80782.1 73950.5 91968.1 65828.1 73089.6 63506.3 57260.7 55020.2 53178.1 50964.1 52831.8 48038.3 60617.4 54086.6 46851.8 46011.9 45923.8 62416.1 44161.4 43761.2 43711.9 42761 42266.3 42124.2 39546.4 39495.9 38871.4 42588.6 38699.2 35366.7 56056.1 34684 34276.2 33903.8 43450.3 37929.5 32521.5 48097.7 63077.3 31011.9 30292.6 30151.7 30093.9
threshold=2.5000000000000004 0.47722567287784684 2308.1094050000006 3.5000000000000004 1.5000000000000002 0.58434959349593507 4.5000000000000009 8.5000000000000018 1.5000000000000002 2.5000000000000004 0.1012820512820513 0.1126984126984127 1.0000000180025095e-35 1.5000000000000002 15.500000000000002 0.82480818414322254 0.19722222222222227 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.77913279132791347 3305.7150050000014 0.65058139534883741 2.5000000000000004 3757.3374450000006 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.04819976771196284 3.5000000000000004 580.84153003207018 6.5000000000000009 2.5000000000000004 0.77032967032967048 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1082.6755650000002 1.5000000000000002 0.38548951048951058 3990.9076300000002 5.5000000000000009 1.5000000000000002 33.500000000000007 0.28759398496240607 4.5000000000000009 7.5000000000000009 0.53033088235294124 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 27 8 12 10 13 18 9 -4 -6 -12 14 -7 -1 25 29 43 20 -20 38 28 -19 24 33 -9 -15 36 -11 -10 -29 48 -14 -5 -35 -28 37 -2 -3 -8 -25 -42 -43 44 -18 -46 -26 -36 -21 -17
right_child=1 7 3 23 5 6 39 15 16 21 11 -13 32 26 -16 49 17 22 19 31 -22 -23 -24 40 46 -27 35 30 -30 -31 -32 -33 -34 34 47 -37 -38 -39 -40 -41 41 42 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.074301691543390169 -0.017074401222183774 2.9389091237024831 0.14204270539840932 -0.24658697249000655 -0.18471731256432633 -0.022432406963303939 0.7833513181043581 0.99442329438694999 0.16534320912655628 0.17064745533111178 -0.099317394757602484 0.066541684926406913 -0.27742836527821585 0.51526704833053494 0.12303411182091216 2.0836645225363131 0.19089222443686316 0.49213043316087646 0.27112913627071594 1.2878526227291593 0.44098705517976344 0.95876441108968613 -0.25196135953505844 -0.78517978400619215 0.73364106319356415 -0.18226783671578156 0.28896521994464314 0.62458711101245801 0.5613209026864785 -0.14326073885985421 -0.6376976839693248 -1.7280406835032445 -0.12119286228093246 0.012003430195464364 1.6521828782401589 -0.0033905538932883501 -0.062463701736808576 0.30817341978059254 0.12905766364007015 0.17284411206628292 -0.32843771529621302 2.5584464027331428 -0.50651090210585881 -0.079634195896080506 0.91578320044058348 5.6796567345517026 3.0954571718261357 -1.730445787413367 0.12873463063264518 0.50626202148470012
leaf_weight=72929 16658 44 17806 4596 32255 17431 3627 830 6994 4494 56769 49944 19708 4086 17524 453 6005 6838 3096 1380 7209 1821 946 1738 473 518 9745 307 7440 12144 1904 51 90400 801 304 8457 46052 7771 27677 1232 1342 104 66 6757 135 35 63 29 268 165
leaf_count=72929 16658 44 17806 4596 32255 17431 3627 830 6994 4494 56769 49944 19708 4086 17524 453 6005 6838 3096 1380 7209 1821 946 1738 473 518 9745 307 7440 12144 1904 51 90400 801 304 8457 46052 7771 27677 1232 1342 104 66 6757 135 35 63 29 268 165
internal_value=0 0.104463 0.059896 0.135795 -0.0531183 -0.00390657 0.169496 0.268685 0.177727 0.292077 -0.0595306 -0.0216917 -0.0981551 0.113338 -0.0360706 0.8944 0.0871712 0.195862 0.237718 0.53452 0.196974 0.486298 0.4017 -0.178893 -0.0206818 0.542253 0.219521 -0.0246054 0.414205 -0.0304811 -0.462428 1.01448 -0.149157 -0.117211 0.407139 0.153131 -0.0108708 0.0863887 0.133518 0.628557 -0.483925 -0.137642 1.36852 0.071964 0.23785 1.89658 1.01124 1.3576 1.09936 1.66251
internal_weight=0 195314 153623 80931 384107 183546 44578 41691 71415 31561 138968 106713 200561 39719 90453 1966 39854 20716 39725 4795 34930 13755 7784 9516 6266 1348 22288 72692 11934 19138 2211 1699 110108 5730 1134 18202 70481 24429 27721 4859 3250 1512 170 12932 6175 170 536 333 1648 618
internal_count=579421 195314 153623 80931 384107 183546 44578 41691 71415 31561 138968 106713 200561 39719 90453 1966 39854 20716 39725 4795 34930 13755 7784 9516 6266 1348 22288 72692 11934 19138 2211 1699 110108 5730 1134 18202 70481 24429 27721 4859 3250 1512 170 12932 6175 170 536 333 1648 618
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=51
num_cat=0
split_feature=4 5 8 9 4 5 8 11 8 5 8 5 1 7 10 9 8 5 9 11 0 11 5 8 14 0 3 9 14 10 5 5 12 7 8 7 10 9 11 3 10 1 3 4 5 7 10 4 6 5
split_gain=285478 157617 100788 93587.7 86680.3 73703 84071 60368.2 52808.3 72776.8 81456 52275.7 49537.7 49133.5 46305.5 45961.9 44189.9 95594.5 48244.2 52667.4 44012 42091.8 45595.8 41751.8 41495.8 41411.6 34884 33774.3 47731.3 36207.3 33645.5 32879.2 32596.9 31534.1 30899.5 30422.4 30238.8 75318.7 29847.1 29822.6 29816.7 29566.5 28954.8 38929.2 28115.8 29578.6 32322.9 27672 27579.9 27280.6
threshold=4.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 0.44590643274853808 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 11.500000000000002 3001.4799050000006 4.5000000000000009 0.59729729729729741 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.12660256410256412 740.62473128207 0.04083333333333334 7.5000000000000009 4.5000000000000009 0.26393188854489169 1102.5722025320704 34.500000000000007 4.5000000000000009 0.10762548262548265 0.075961538461538483 6.5000000000000009 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 0.57321428571428579 1.5000000000000002 0.067816091954023008 42.500000000000007 0.072299651567944254 2661.2063200000007 36.500000000000007 9.5000000000000018 9.5000000000000018 3.5000000000000004 0.77032967032967048 12.500000000000002 2.5000000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 12 8 49 13 21 14 9 35 -11 15 -3 16 24 23 17 33 -19 34 -16 22 -7 30 40 -13 38 29 -29 -28 -4 32 -8 -6 -20 -2 -12 -38 -17 -32 42 -26 47 -44 45 -14 -47 -5 -30 -1
right_child=1 2 11 7 5 6 31 -9 -10 10 36 25 44 -15 20 26 -18 18 19 -21 -22 -23 -24 -25 41 -27 27 28 48 -31 39 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.49418399833472393 -0.026260883816682387 0.3220051923743309 0.059955590129887097 0.020368949166525065 -0.064377479707987711 0.18497540059680473 0.0042462233338612931 -0.36466289736957014 -0.1894420498627713 0.26740059907629254 -0.046350501100690021 1.6712879728209764 0.77802104116231652 -0.5154557806550234 -0.63088439675737862 0.49984268905542084 -0.15123006835806047 -0.057284417807637336 0.2667817566541501 -0.19513734313725883 0.097296088684237891 -0.1251259447910909 0.64645544446593783 -0.12929838025285151 0.23666159987338578 0.16648520835063288 -0.098996099267493601 0.26725175844372384 5.4667852988036785 1.8852898989674411 0.3417204031482568 2.5666000045512032 -0.27164829606655144 -0.17041661395332797 0.078021946261279895 -0.18739391122814192 -0.0050551433276135819 0.28814163045373942 -0.40290033133781478 3.9506363537000575 0.21751934726051345 0.5210067545990531 -5.3999468760056928 -0.62319756597280507 1.8589344821460547 -0.18634045834640808 1.3694274736815188 2.1722162355482579 1.8040591429261601 2.1951436196502887
leaf_weight=5111 51047 15796 14239 14999 63553 18058 10306 2209 13547 17656 31241 383 3383 2574 1350 1797 59949 33594 13164 5251 2155 3740 2429 8246 16843 350 220 56 52 158 5148 46 7327 50194 25416 15208 28866 12580 460 23 14747 4671 22 76 200 683 166 60 34 38
leaf_count=5111 51047 15796 14239 14999 63553 18058 10306 2209 13547 17656 31241 383 3383 2574 1350 1797 59949 33594 13164 5251 2155 3740 2429 8246 16843 350 220 56 52 158 5148 46 7327 50194 25416 15208 28866 12580 460 23 14747 4671 22 76 200 683 166 60 34 38
internal_value=0 0.0729199 0.231073 0.0371568 -0.0675666 -0.0604812 0.062378 0.147896 -2.76733e-05 0.0163582 0.0747384 0.118253 0.404898 -0.0807754 0.168511 0.0981537 -0.0763199 -0.052829 0.0328814 0.101988 -0.183173 0.183372 0.23969 0.0592115 0.192484 0.95276 0.485977 1.22437 2.53927 0.730414 0.139297 -0.10343 -0.110396 -0.11117 0.142429 -0.0632469 0.0279399 0.0839381 0.315854 0.357772 0.116287 0.298397 0.0177928 -1.69553 0.700335 0.645581 0.11785 0.0289426 4.01873 -0.474337
internal_weight=0 278671 51394 227277 300750 295601 41906 57132 170145 156598 90343 31166 20228 253695 54923 30433 251121 191172 77425 43831 3505 24227 20487 27656 51418 733 2777 520 142 378 19410 17679 17633 113747 38580 66255 72687 41446 2257 5171 29904 21514 15157 98 4432 4232 849 15059 86 5149
internal_count=579421 278671 51394 227277 300750 295601 41906 57132 170145 156598 90343 31166 20228 253695 54923 30433 251121 191172 77425 43831 3505 24227 20487 27656 51418 733 2777 520 142 378 19410 17679 17633 113747 38580 66255 72687 41446 2257 5171 29904 21514 15157 98 4432 4232 849 15059 86 5149
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=51
num_cat=0
split_feature=4 5 8 4 5 4 12 2 8 5 8 8 5 9 7 4 11 11 8 0 4 11 7 0 5 7 1 5 10 3 11 9 10 9 8 9 5 12 11 2 3 5 12 9 5 7 9 0 12 9
split_gain=252123 136341 188826 76252.3 85487 66208.2 65113.5 63113.7 57614.8 108448 46262 46006 69111.5 41536.5 38831.8 38163.8 37739.7 36274.1 36165.2 35269.1 34684 34335.8 32721.4 31315.2 30738.6 30313.7 34148.9 29186.6 30445.9 28732.9 27582 37150.8 36493 29772.7 27514 27350.2 26988.1 26693.4 26665.9 25813.9 25348.1 26832 24752.5 24719.3 24205.2 24201.1 23503.7 23194.6 22800.5 22427.5
threshold=7.5000000000000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 6.5000000000000009 13.500000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 11.500000000000002 1.5000000000000002 1.5000000000000002 8.5000000000000018 0.31909090909090915 0.32200460829493094 1.0000000180025095e-35 1075.5508225320702 1.0000000180025095e-35 0.077935222672064791 3.5000000000000004 960.44235003207029 9.5000000000000018 2.5000000000000004 3383.3926800000004 10.500000000000002 0.53950103950103967 46.500000000000007 0.05634920634920635 1.5000000000000002 0.3133928571428572 2.5000000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 8.5000000000000018 0.44590643274853808 3.5000000000000004 42.500000000000007 9.5000000000000018 3.5000000000000004 4.5000000000000009 4.5000000000000009 6.5000000000000009 4.5000000000000009 1212.7814533654036 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 20 10 6 15 30 9 -1 35 12 16 -11 39 -2 34 -15 27 21 -4 23 46 -14 49 26 -8 -9 -29 -21 31 -3 33 -33 43 -5 -34 -28 44 -10 -27 -42 -22 48 -20 -16 -12 -26 -6 -17
right_child=5 2 3 4 11 -7 25 18 14 13 22 -13 19 17 45 24 -18 -19 38 29 42 -23 -24 -25 47 40 37 28 -30 -31 -32 32 36 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.11420662480329812 0.19350133243419568 0.043110771519105112 -0.58999591342696323 -0.00015212849431540736 0.47588247179683019 1.7457130372470662 0.059274562866492103 0.44933719191031307 -0.090937903506004225 -0.031596143419541638 -0.083343747079016678 -0.32321513217357667 1.5470731384904668 0.13385481279719044 -0.20356104955752105 0.34594888669696311 -0.2158204893897967 -0.1857380170776014 0.17819513745337812 0.14679598722407836 -0.094002100804268629 -0.52262537914514551 -0.41892133493076261 3.6142738011608957 2.1244686462026734 -0.17464573252281446 0.51708524810444334 5.6577510747171589 1.1818532160466366 4.0791126507520676 -0.073906385438347169 -0.054557872494757742 0.31848596600890544 0.35986834544328955 0.02354484638051027 0.17725157112361725 1.0219084781886723 -0.37624897964160386 -0.25858785560424191 0.24947836651678618 -0.18736044615507128 3.9406541520549405 -0.32913524860568288 1.9463726292674739 0.4429605977311914 -1.1581168335035388 0.56822189271217216 0.039353682963471665 0.18094909816359511 0.73440846594751763
leaf_weight=71599 17756 22293 1915 39557 5464 278 13473 7739 111463 34979 48674 1500 202 47258 29693 11820 1811 3840 14126 262 19314 50 2948 115 179 4974 2966 21 55 20 7898 5564 9969 2518 3441 11137 577 377 1124 2273 32 31 5828 96 4570 268 560 76 5038 1700
leaf_count=71599 17756 22293 1915 39557 5464 278 13473 7739 111463 34979 48674 1500 202 47258 29693 11820 1811 3840 14126 262 19314 50 2948 115 179 4974 2966 21 55 20 7898 5564 9969 2518 3441 11137 577 377 1124 2273 32 31 5828 96 4570 268 560 76 5038 1700
internal_value=0 -0.0210741 0.0379425 -0.0280055 0.00596223 0.206476 0.19846 0.165546 -0.0650147 -0.0232743 -0.029214 0.207017 0.255223 0.0523633 -0.110816 0.290403 0.213808 0.109838 0.286307 1.26666 -0.179754 1.91286 -0.0953097 2.297 0.415309 0.0657993 0.130259 0.468488 2.41861 0.425684 0.097187 0.130209 0.234444 0.0745593 0.26923 0.0388218 0.356972 0.416341 0.214473 -0.0841347 -0.149399 1.84388 -0.148507 0.348999 0.242914 -0.2121 -0.0759327 1.50302 0.334398 0.394794
internal_weight=0 525759 224386 147932 120875 53662 53384 76454 301373 157676 102876 17999 16499 86077 143697 31531 15850 51098 27635 649 27057 367 52182 317 13775 21853 16816 7815 76 282 48819 40921 18628 8082 14039 50694 10546 3343 19820 113736 5037 63 25142 10598 18696 29961 49234 255 10502 13520
internal_count=579421 525759 224386 147932 120875 53662 53384 76454 301373 157676 102876 17999 16499 86077 143697 31531 15850 51098 27635 649 27057 367 52182 317 13775 21853 16816 7815 76 282 48819 40921 18628 8082 14039 50694 10546 3343 19820 113736 5037 63 25142 10598 18696 29961 49234 255 10502 13520
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=51
num_cat=0
split_feature=4 5 8 4 7 11 7 6 2 3 11 5 3 13 1 2 8 7 8 5 13 9 4 9 12 8 11 5 14 14 5 1 9 11 0 8 12 6 10 6 0 13 0 14 8 0 3 5 14 3
split_gain=208519 104100 122481 67967.3 64303.4 56669.6 52375.7 52320.2 75124.9 47983 46913.5 47265.9 46772.9 47065.4 41053.4 42254.4 40698.3 40641.5 39132.2 38363.9 38274.2 38050.5 34488 31789.1 34873.8 35633 31479.4 30939.3 29870.7 28468.5 28057.7 27288.7 27534.3 25634.1 27113.8 25318.8 25032.4 27758.2 27150.9 30059.1 36881.6 47660.3 25511.3 25531.7 25254.8 24468.1 36353 23788.6 22527 24723.1
threshold=6.5000000000000009 3.5000000000000004 2.5000000000000004 11.500000000000002 2.5000000000000004 0.40967365967365971 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 22.500000000000004 0.21132376395534294 6.5000000000000009 10.500000000000002 0.091966173361522213 3383.3926800000004 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 1.5000000000000002 0.14907407407407411 2.5000000000000004 16.500000000000004 4.5000000000000009 3.5000000000000004 7.5000000000000009 0.32200460829493094 9.5000000000000018 0.029857397504456332 0.39208074534161497 3.5000000000000004 3475.2235900000005 3.5000000000000004 0.030776515151515155 1228.1295425320702 7.5000000000000009 4.5000000000000009 2.5000000000000004 0.97100840336134464 3.5000000000000004 1046.2061533654035 0.074537037037037054 893.04870836540351 0.04819976771196284 1.5000000000000002 1088.5892550320702 40.500000000000007 16.500000000000004 0.29520697167755999 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 5 12 7 9 14 20 -4 11 16 29 -14 15 30 -3 -6 19 -15 -9 -18 -5 24 27 -26 -21 -8 -13 -1 -2 -30 -33 34 -32 -29 37 42 39 -38 -41 -42 -10 -44 -39 46 -46 -11 -22 -50
right_child=3 2 6 22 17 -7 23 8 36 47 -12 28 13 18 -16 -17 21 -19 -20 26 48 -23 -24 -25 25 -27 -28 35 31 -31 33 32 -34 -35 -36 -37 38 44 -40 40 41 -43 43 -45 45 -47 -48 -49 49 -51
leaf_value=-0.043131759702010705 0.20879913787801643 0.38764925854600474 -0.03638374826700224 0.66079952090762606 -0.18664429863572637 -0.11212934235509389 -0.15241704285229751 -0.065336274745560349 0.24502603620350338 0.21719886476259417 -0.081162182912883477 -1.1840360382536674 -0.091132083936275171 -0.018166137271338301 0.95491643457760844 -0.12122098369154129 0.069044733940653844 -0.92589762385890895 -0.082495364357049503 0.11139278800744599 0.035358245047738858 0.30573461091132592 3.8741963058710098 0.8856769730691596 -0.34345249449436061 -1.6186248446079461 -0.11349758862333242 0.60935295327510375 0.46933605657853283 -0.16533770223295452 0.59858856895834855 1.1930498917456027 4.6388069719076155 -0.091038149585122186 0.017769725258488796 -0.28223205581307415 0.20072265865632818 1.0772826403768385 3.6990903445652559 -0.21439394949342283 -4.5327868728637695 -0.020142948085611519 -1.9570825717722375 1.4377291581179534 0.41652766100486444 -1.9507649367763884 3.7285622112891255 2.2153887926042084 0.18792327397116873 1.3245301217916086
leaf_weight=34073 16207 6542 30871 1891 24455 9698 14301 20336 5088 8499 7438 106 71772 76794 821 2929 32196 767 40144 56814 18037 8608 34 281 5637 228 6990 1011 4812 43271 5442 135 28 790 943 465 3327 1044 21 391 50 44 24 288 1310 42 34 60 14138 194
leaf_count=34073 16207 6542 30871 1891 24455 9698 14301 20336 5088 8499 7438 106 71772 76794 821 2929 32196 767 40144 56814 18037 8608 34 281 5637 228 6990 1011 4812 43271 5442 135 28 790 943 465 3327 1044 21 391 50 44 24 288 1310 42 34 60 14138 194
internal_value=0 -0.0279135 0.0521005 0.128925 -0.0552289 0.117728 -0.0471928 0.142091 0.0929964 0.0217016 0.153862 0.187205 -0.0434615 -0.0226211 0.258562 0.236833 0.1561 -0.209125 0.00458431 0.0294476 0.0421762 0.118977 0.717556 -0.171104 -0.184825 -0.393024 0.0867551 -0.107428 0.477049 -0.111501 0.281685 0.512441 1.78496 0.446321 0.512807 0.328467 0.322652 0.425155 0.113262 0.0935075 -0.641966 -2.42049 0.29885 1.17659 0.705833 0.426039 0.500314 0.231207 0.109721 0.203309
internal_weight=0 476298 121218 103123 355080 101198 61353 91500 64368 39430 59865 52427 329858 252514 27132 26311 47346 25222 180742 140598 52705 40804 1925 21923 21642 5865 63804 15777 5081 77344 23382 4975 163 7175 6385 1476 11663 7830 3833 3812 485 94 5400 312 2430 1386 1344 8559 32369 14332
internal_count=579421 476298 121218 103123 355080 101198 61353 91500 64368 39430 59865 52427 329858 252514 27132 26311 47346 25222 180742 140598 52705 40804 1925 21923 21642 5865 63804 15777 5081 77344 23382 4975 163 7175 6385 1476 11663 7830 3833 3812 485 94 5400 312 2430 1386 1344 8559 32369 14332
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=51
num_cat=0
split_feature=4 5 4 4 8 11 5 7 5 7 8 12 8 5 11 3 4 9 7 11 7 8 1 6 7 14 3 10 5 0 14 3 13 1 14 5 10 9 6 14 3 8 2 6 7 6 5 13 1 14
split_gain=181549 103560 69996.9 65439.8 55429.7 54644.1 59812.9 48674.1 43811.7 42904.5 42350.9 40456.3 37750.2 78834.8 32900.9 32541.1 31908.4 31796.6 32411.5 31470.7 30376.2 29291.7 28940.2 64992 32340.3 30108.6 44223.5 28238.6 29746.8 27491.6 27290.2 30959.2 26804.6 37612.4 29107.4 25899.9 25167.7 36389.6 24892.9 24867.5 24740.5 24156.8 24071.9 22785.8 22142.3 20785.8 20665.2 20552.7 20395.1 20246.7
threshold=4.5000000000000009 5.5000000000000009 1.5000000000000002 8.5000000000000018 4.5000000000000009 0.15075757575757578 4.5000000000000009 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.44590643274853808 17.500000000000004 13.500000000000002 2.5000000000000004 1.0000000180025095e-35 0.27888888888888896 3.5000000000000004 1.0000000180025095e-35 3305.7150050000014 2.5000000000000004 6.5000000000000009 0.1012820512820513 38.500000000000007 0.19722222222222227 8.5000000000000018 880.97333003207029 0.087595907928388769 39.500000000000007 0.23166368515205729 3475.2235900000005 0.36474501108647456 10.500000000000002 0.35067567567567576 1.5000000000000002 5.5000000000000009 0.55718954248366026 43.500000000000007 1.5000000000000002 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 0.080540540540540564 1169.6788300000001 0.78679653679653694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 7 8 6 17 15 19 45 35 16 13 47 21 -2 -5 18 -4 22 -14 -15 39 25 29 -24 32 -6 -29 -25 -31 -32 41 -34 -35 -8 -20 48 46 -3 43 -27 -40 -10 -13 -1 -19 -9 -38 -30
right_child=1 4 5 11 27 -7 10 12 40 -11 -12 44 20 14 -16 -17 -18 38 36 -21 -22 -23 23 24 -26 26 -28 28 49 30 31 -33 33 34 -36 -37 37 -39 42 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.1689666886285309 0.035729817760637203 0.21493431394549548 -0.017469997059256403 0.31646849398443122 -0.23275128319479707 -0.1692765410799035 0.18696603461207528 -0.2031398652035748 1.0051156497763367 -0.6102870114295591 -0.027735157558464191 0.34214962294171808 -0.06316740571301227 0.25558684899208023 -0.15067856617640596 0.16401710890055515 2.0844886384832049 -0.050097084636703461 -0.20767191642465868 -0.024800947928978089 -0.35288391583009998 0.080880649728926071 0.51784009011882925 1.6584919096600441 -3.0530062386483858 2.0441063565807744 3.81606029284672 -0.010861935471493642 0.33441649044385835 -0.80521469335176554 0.061289488441759958 2.197925900847097 0.47323813177645208 3.9879488198530106 0.40895881508958754 1.0223207765428404 -0.24129940630708033 0.027787014438436147 0.11681846338477764 0.5223308791302852 3.4131007993221285 0.57084582706252895 1.8096564589211575 -0.97893026567274521 -0.027287691765465347 1.532368608067433 0.10380340884790613 -0.038353673007777783 -0.087414678713556848 1.2304220938544856
leaf_weight=27255 56595 11264 89502 11398 2915 28357 17932 9650 872 2344 13799 2076 43426 13928 4423 30390 103 15622 18264 2727 3948 30861 620 105 33 143 71 3676 1504 311 479 79 80 105 29 379 11685 22683 182 3434 40 502 156 62 7424 72 19762 35095 32756 303
leaf_count=27255 56595 11264 89502 11398 2915 28357 17932 9650 872 2344 13799 2076 43426 13928 4423 30390 103 15622 18264 2727 3948 30861 620 105 33 143 71 3676 1504 311 479 79 80 105 29 379 11685 22683 182 3434 40 502 156 62 7424 72 19762 35095 32756 303
internal_value=0 0.0581509 -0.0538819 0.0372335 0.235812 -0.0379211 -0.0225749 0.0216954 0.322803 -0.199702 0.10456 0.206158 -0.0145276 0.0221708 0.109514 0.0805496 0.332302 -0.041958 -0.0595184 0.29088 -0.0873115 0.135209 0.340771 0.651267 0.025784 1.05763 1.41749 0.0187404 0.152444 0.130096 -0.0545776 0.363788 1.21924 2.18903 3.21339 0.204256 -0.103593 -0.0752733 0.0440153 0.286754 0.977712 0.897476 0.898128 0.873412 0.0534441 -0.164484 0.0358565 -0.0738925 -0.127876 0.48466
internal_weight=0 278671 300750 249317 29354 271079 242722 228316 20956 29671 32110 21001 141331 93957 49212 86985 11501 210612 174890 19982 47374 44789 17255 2557 1007 1550 930 8398 5483 974 869 558 859 214 134 18311 85388 67124 35722 14698 974 645 338 934 9500 27327 35384 44745 44441 1807
internal_count=579421 278671 300750 249317 29354 271079 242722 228316 20956 29671 32110 21001 141331 93957 49212 86985 11501 210612 174890 19982 47374 44789 17255 2557 1007 1550 930 8398 5483 974 869 558 859 214 134 18311 85388 67124 35722 14698 974 645 338 934 9500 27327 35384 44745 44441 1807
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=51
num_cat=0
split_feature=9 11 10 9 10 5 10 5 2 14 0 7 13 4 6 7 2 0 6 8 11 5 1 3 14 0 6 3 3 10 6 7 5 11 14 3 14 1 6 11 12 1 7 6 6 3 0 2 8 10
split_gain=157243 112167 109250 149988 117060 142435 91138.7 89494 77089.3 73449.5 66442.6 59149.4 55723.6 52808.8 50083.9 47045.5 44769.4 47466 44377.6 44051.8 43304.2 42956.6 41833.3 40133.7 43737.9 39040.8 38952.7 57624.3 36158.8 34857.7 34758 34090.5 33936.3 32880.9 31536.4 29215.4 30970.7 28693 36214.9 27944.6 26936.7 28355.6 26184.4 25835 25832.7 25517.9 25138.2 24524.3 24258 24005.4
threshold=2.5000000000000004 1.0000000180025095e-35 0.29520697167755999 1.5000000000000002 0.68857758620689669 4.5000000000000009 0.60990338164251223 4.5000000000000009 2.5000000000000004 0.43826219512195125 712.37379669873678 1.5000000000000002 0.13100686498855837 5.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 1069.5963050320704 3.5000000000000004 3.5000000000000004 0.44590643274853808 7.5000000000000009 3035.3728750000005 12.500000000000002 0.267479674796748 443.78211053207002 3.5000000000000004 39.500000000000007 15.500000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.3816526610644258 0.78679653679653694 40.500000000000007 0.096006144393241177 3585.7070200000003 4.5000000000000009 0.24190177638453506 7.5000000000000009 3585.7070200000003 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 35.500000000000007 1403.2040600320704 2.5000000000000004 3.5000000000000004 0.072299651567944254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 11 8 12 13 7 23 15 14 47 28 44 32 -10 25 29 39 48 22 40 -11 -9 -2 49 -4 27 45 -1 46 -23 -27 -6 -19 -21 36 -16 -28 -39 -18 41 -3 -14 -34 -5 -24 -13 -8 -7 -25
right_child=1 20 3 4 5 18 10 19 9 21 -12 16 42 -15 35 -17 17 33 -20 34 -22 30 26 24 -26 31 37 -29 -30 -31 -32 -33 43 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.11680577550311864 -0.040175001469632154 -0.029416863391532523 -0.43752542033929409 0.0025817629007263308 -0.065257247963131468 0.81181638130602218 0.12113623428961327 0.38945741674683793 0.17132062747326077 0.33409587760986276 0.029082334102910369 -0.16290536544536513 0.08081592026185129 0.31074180758135495 -0.5487510340782682 -0.33561789005094617 0.65316050950055704 -4.1866485529703397 -0.043582904572565549 0.10791189917846296 -0.38157627901390412 1.3952078030718276 0.84324610683265977 -0.022488259249625088 0.25356485636838683 -0.0077337679178127146 0.63306060310060486 4.7511104976985514 0.0083288944990435494 -0.35494533248168852 -0.62939045165002971 -0.097550110824659739 0.21474573289923687 0.67203736305236816 0.69150935072996678 1.3585542731425342 -0.071563257486543144 0.8254190442201339 -1.9689299750165281 2.5662466097552823 -0.52020951452983066 0.5334615513054195 -0.69227759274085188 -0.10079062943248461 -0.19482297976391325 1.9420031578381776 0.62419335487758731 -0.75552267654222116 0.43588094874986799 0.1485377400562948
leaf_weight=56448 12163 19953 2720 12189 12392 4592 377 7497 9123 4613 4376 18238 49715 11820 1993 6505 273 30 985 6420 4145 674 1889 13108 27207 79219 351 41 39078 13819 97 90578 13365 26 1082 119 4283 76 119 106 1063 937 442 3220 14533 238 415 2078 2741 21950
leaf_count=56448 12163 19953 2720 12189 12392 4592 377 7497 9123 4613 4376 18238 49715 11820 1993 6505 273 30 985 6420 4145 674 1889 13108 27207 79219 351 41 39078 13819 97 90578 13365 26 1082 119 4283 76 119 106 1063 937 442 3220 14533 238 415 2078 2741 21950
internal_value=0 0.0992904 -0.0273318 0.00345038 0.0889042 0.209498 0.14792 0.174049 -0.0504034 0.131325 -0.204515 -0.105446 0.0118613 0.132604 0.0209086 -0.0716215 -0.221072 0.786686 0.586641 0.376068 -0.0851298 0.449573 0.511241 0.12597 0.158426 -0.0616671 0.847648 1.03777 -0.0656154 -0.234572 1.14049 -0.0556462 0.0599394 -1.93083 0.192083 -0.193667 -0.223099 0.0927353 -0.87985 1.18822 -0.029157 -0.00416952 0.0740032 0.153484 -0.104779 0.966191 -0.145394 -0.620899 0.671296 0.084592
internal_weight=0 125070 454351 325918 125994 49115 98972 92141 199924 20902 6831 128433 76879 40797 15518 179022 32907 435 8318 17713 26098 5384 10211 74428 62265 172517 2714 2168 95526 32472 771 169797 28977 56 7502 6395 6276 546 195 379 21953 20890 50157 16585 26722 2127 18653 2455 7333 35058
internal_count=579421 125070 454351 325918 125994 49115 98972 92141 199924 20902 6831 128433 76879 40797 15518 179022 32907 435 8318 17713 26098 5384 10211 74428 62265 172517 2714 2168 95526 32472 771 169797 28977 56 7502 6395 6276 546 195 379 21953 20890 50157 16585 26722 2127 18653 2455 7333 35058
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=51
num_cat=0
split_feature=4 5 8 7 8 5 5 8 8 2 7 5 11 1 4 11 3 13 5 0 13 9 7 14 7 14 9 9 10 9 4 5 8 5 2 10 9 6 1 14 10 3 7 12 10 3 6 4 5 0
split_gain=139735 111154 99237.3 55772.8 51707.9 97721.8 47500.6 65094 37916.3 36257.8 34470.2 34351.7 31676.3 29284.2 29220.5 29098.7 38720.3 28614.1 28472.9 30935.3 28035.8 32950.4 27832.9 27015.3 25533 24825.1 33641.1 24176.6 30173.9 56068.2 23416.8 22550.4 22003.8 30117.1 21878.4 20582.3 38245.6 20084.5 25612.5 25648 32168.4 29098.6 19812.6 19445.8 19330 19031 36505.6 18938.4 18595.4 21723
threshold=3.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 5.5000000000000009 16.500000000000004 0.36939571150097467 2889.3091150000005 1.0000000180025095e-35 0.04083333333333334 10.500000000000002 0.41801075268817212 8.5000000000000018 1176.0554425320704 0.11237373737373739 2.5000000000000004 4.5000000000000009 0.39208074534161497 5.5000000000000009 0.77032967032967048 4.5000000000000009 2.5000000000000004 0.65450928381962881 1.5000000000000002 8.5000000000000018 8.5000000000000018 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.44590643274853808 1.5000000000000002 8.5000000000000018 3475.2235900000005 0.17752100840336138 0.1012820512820513 36.500000000000007 13.500000000000002 4.5000000000000009 0.267948717948718 38.500000000000007 4.5000000000000009 10.500000000000002 16.500000000000004 1243.5699533654035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 13 11 5 -2 7 27 12 -7 20 15 18 -3 -5 16 23 32 -8 25 -6 35 -15 -1 30 26 37 28 -4 34 -11 -19 33 -18 -30 -22 -37 38 -20 -40 41 -41 -16 -17 -42 -29 -47 -23 -10 -50
right_child=1 2 6 14 10 9 8 -9 48 24 -12 -13 -14 22 42 43 17 31 19 -21 21 47 -24 -25 -26 -27 -28 45 29 -31 -32 -33 -34 -35 -36 36 -38 -39 39 40 44 -43 -44 -45 -46 46 -48 -49 49 -51
leaf_value=-0.034649786932973534 -0.059920090453397849 0.23925455211589064 -0.059428404154440319 -0.73341543850354518 -0.098868378035034288 0.074599507315221261 0.26926266085159262 -0.14219466021149932 -0.04305812763375097 0.20380855850817811 -0.71110849351205363 1.9446189771557965 -0.12480860371083058 0.60192484384146261 -0.20090100363798671 -0.11972745875761096 -0.043203803050052975 0.065291120874156686 0.45533124304712302 0.05435299243929699 -0.098786763494319266 0.082755977898357341 -0.22291866732331425 -0.18216410618833145 -0.98341074568687847 1.6445336386325868 3.7516992898924011 0.20652155533962771 0.019857314038459566 0.42067513903129766 0.54561859677060698 0.58555851314629936 -0.10739116132670318 0.14061800085152601 2.4225300553597902 -0.057141382757648532 0.11446699380790502 -2.0867497615421331 2.1880529263476638 0.98870009303092954 4.0516530264507642 -4.1759642601013187 -1.8870041135379247 -0.36996323224561517 0.62233577918547855 -0.20146657987435659 -5.0098176956176763 0.71443000489495667 3.4734421716537329 -0.72773713201284407
leaf_weight=23771 47082 22289 16282 1136 46087 45604 9244 17094 5097 21343 753 86 1583 4054 15757 16659 33629 27637 1226 663 32245 24526 455 25987 173 324 35 13683 14232 4822 2212 859 27716 12127 38 38425 19617 27 193 20 22 24 70 3817 65 75 20 484 32 20
leaf_count=23771 47082 22289 16282 1136 46087 45604 9244 17094 5097 21343 753 86 1583 4054 15757 16659 33629 27637 1226 663 32245 24526 455 25987 173 324 35 13683 14232 4822 2212 859 27716 12127 38 38425 19617 27 193 20 22 24 70 3817 65 75 20 484 32 20
internal_value=0 0.0342017 0.11852 -0.0705121 0.000414468 0.0512614 0.0655206 0.0258944 0.206844 0.126763 -0.0360935 -0.0534782 0.295322 0.286272 -0.243521 -0.054476 -0.0393749 -0.00408593 0.351479 0.643902 -0.032944 -0.00659237 0.51869 -0.111692 0.227017 0.845798 0.685258 0.0843521 0.040582 0.125873 0.235907 0.0809744 -0.0370764 0.00551564 0.0262555 -0.0347286 0.000858712 0.617202 0.664303 1.45504 0.375107 -1.82839 -0.208358 -0.166375 1.48952 0.196729 -1.21375 0.0949803 -0.0238632 1.8576
internal_weight=0 390170 111619 189251 278551 116414 84821 66246 18575 69332 162137 172288 13426 26798 16963 172202 151726 101968 11843 2599 161384 115297 4509 49758 23728 1936 1612 49152 35374 19092 23555 28496 73472 45756 14270 90287 58042 1577 1550 324 131 44 15827 20476 87 13778 95 25010 5149 52
internal_count=579421 390170 111619 189251 278551 116414 84821 66246 18575 69332 162137 172288 13426 26798 16963 172202 151726 101968 11843 2599 161384 115297 4509 49758 23728 1936 1612 49152 35374 19092 23555 28496 73472 45756 14270 90287 58042 1577 1550 324 131 44 15827 20476 87 13778 95 25010 5149 52
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=51
num_cat=0
split_feature=4 4 5 12 8 11 9 7 5 7 10 0 4 1 10 9 14 0 6 3 7 3 11 4 6 3 0 14 10 2 2 3 5 11 0 0 8 14 5 8 5 0 10 6 3 8 10 9 10 6
split_gain=118268 78461.6 74760.5 48226.1 47463.8 45245.4 43021.2 39430.4 37100.2 36597.3 35926.6 47949.2 34416.4 33390 32788.3 71795.1 28184.9 31379.7 27778.5 26674.6 28137.8 26578.4 25572.1 23872.5 23838 43011.7 41428.1 23447.1 23415.5 26396.9 22769.7 22726.9 22654.3 30082.7 22506.6 37028.6 22087.9 24069.2 21813.9 28782 23458.7 31198.9 21707.8 21482 32913.7 25110.3 26283.6 28015 20841.8 20574.5
threshold=7.5000000000000009 2.5000000000000004 5.5000000000000009 3.5000000000000004 4.5000000000000009 0.32200460829493094 2.5000000000000004 1.5000000000000002 11.500000000000002 1.0000000180025095e-35 0.49418604651162795 626.28909503207012 11.500000000000002 3069.4597500000004 0.53033088235294124 1.5000000000000002 0.11583184257602865 704.36429419873673 1.5000000000000002 42.500000000000007 2.5000000000000004 32.500000000000007 0.033908045977011504 1.0000000180025095e-35 1.5000000000000002 32.500000000000007 858.97015253207007 0.25265957446808512 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 34.500000000000007 7.5000000000000009 0.19399641577060936 1144.5916150320702 952.97267003207003 4.5000000000000009 0.65821566110397967 8.5000000000000018 7.5000000000000009 12.500000000000002 1082.0615325320703 0.68857758620689669 4.5000000000000009 35.500000000000007 6.5000000000000009 0.050641025641025648 2.5000000000000004 0.34891304347826091 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 12 8 6 9 -1 22 13 16 -12 24 -3 28 -16 17 -8 42 20 27 48 -4 -9 25 -2 -26 -5 29 -11 -30 -23 -29 -34 35 -10 -27 -38 -6 40 -40 -42 -17 44 -28 46 -46 -48 -19 -13
right_child=3 2 4 19 38 -7 10 23 34 14 11 49 -14 -15 15 18 -18 21 -20 -21 -22 31 -24 -25 26 36 43 32 30 -31 -32 -33 33 -35 -36 -37 37 -39 39 -41 41 -43 -44 -45 45 -47 47 -49 -50 -51
leaf_value=-0.062911769077094185 0.25877450136361457 0.021006720191810362 0.25258934840325037 0.022431710232537622 -0.12008518222679293 -0.11457146904226115 0.1743470291133716 -0.55239979277013107 0.67060369373147577 -0.10554821228236787 -0.52479859081981062 0.20461762679003997 0.84856816317767647 1.0989540207277364 -0.070170165556846589 0.0453446293597932 0.1325844918962297 -0.15723651211631962 -0.063306080850466948 1.817067706297679 -0.18668502119374342 -2.8074325395857587 -0.014213273383971554 -0.18498476564449468 0.34823463286291517 2.3931303068995478 -0.022460049750424052 0.25370402026002631 -0.087893030449938958 0.19731964994701176 -0.24695580351550689 -0.13722672184308371 2.1075823974051922 -0.97486431738588886 0.004505975901587936 2.9322646704018118 -0.94511606431007389 3.1595659160614016 0.28412746089565305 -0.20560704370211549 2.648451578853154 0.12395085391245392 0.23756303811094429 -0.57071257136756737 0.14964678640548998 -1.3108672841452063 0.31862590944065766 3.7864096641137794 0.29317699124522767 -0.13114925442288763
leaf_weight=70855 18192 128678 19672 13388 7860 36950 5379 1951 172 8128 2170 3131 849 288 76163 9848 49640 8983 7216 83 5029 68 4395 18896 4268 144 7233 3332 20897 4455 15807 60 139 41 121 125 50 20 2248 1308 101 95 14564 689 65 32 34 74 1160 4375
leaf_count=70855 18192 128678 19672 13388 7860 36950 5379 1951 172 8128 2170 3131 849 288 76163 9848 49640 8983 7216 83 5029 68 4395 18896 4268 144 7233 3332 20897 4455 15807 60 139 41 121 125 50 20 2248 1308 101 95 14564 689 65 32 34 74 1160 4375
internal_value=0 -0.0144337 0.00332259 0.141415 0.141122 -0.00917651 0.00161085 -0.09848 0.22009 -0.0160616 0.0690428 -0.110783 0.220474 0.0234139 -0.0484723 -0.0175781 0.095693 -0.0213225 0.109068 0.0277403 0.0209678 -0.123796 0.203867 -0.21937 0.203161 0.275354 0.0959579 0.0827599 -0.116038 0.00168189 -0.156395 -1.55577 0.312735 1.40547 1.15412 1.62248 1.6848 0.22765 -0.0253889 0.172989 0.375609 1.42484 0.160021 -0.0365286 0.0129542 1.26247 1.73847 2.6947 -0.105725 0.00891018
internal_weight=0 525759 434057 53662 36097 397960 361010 91702 24485 286044 74966 9676 31650 128966 157078 107791 65290 15650 31628 22012 21929 10271 24067 20847 30801 18406 12395 16900 49287 12583 36704 128 3512 180 418 297 214 70 11612 3752 2444 196 24412 8127 7438 205 173 108 10143 7506
internal_count=579421 525759 434057 53662 36097 397960 361010 91702 24485 286044 74966 9676 31650 128966 157078 107791 65290 15650 31628 22012 21929 10271 24067 20847 30801 18406 12395 16900 49287 12583 36704 128 3512 180 418 297 214 70 11612 3752 2444 196 24412 8127 7438 205 173 108 10143 7506
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=51
num_cat=0
split_feature=4 5 8 5 3 7 8 8 5 9 3 8 3 12 12 3 3 11 14 5 12 9 11 11 4 7 10 8 6 0 0 12 0 4 7 1 1 0 7 6 0 10 0 10 14 7 7 11 5 9
split_gain=97890.8 89129.2 107944 47012.4 44788.7 42722.5 41833.9 39266.5 56359.4 31295.5 33662.1 30117 28796.3 30190.4 27740 43194.2 25779.8 27459 26417.9 31952.9 22984.3 22736.3 22729.3 22418.2 24797.2 22434.5 21834.2 21741.4 21646.9 37564 28206.7 22195.7 24927.3 25806.3 21009.5 20437.2 20367 30240.7 19758 19485.8 35801.9 19368.5 30636.3 36022.8 22765.8 19039.8 19028.6 18644.3 45471.4 21342.2
threshold=3.5000000000000004 2.5000000000000004 1.5000000000000002 6.5000000000000009 24.500000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 31.500000000000004 6.5000000000000009 15.500000000000002 3.5000000000000004 4.5000000000000009 41.500000000000007 39.500000000000007 0.033908045977011504 0.79057017543859665 8.5000000000000018 2.5000000000000004 1.5000000000000002 0.32200460829493094 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 0.3623737373737374 1.0000000180025095e-35 1.5000000000000002 746.39816669873687 1212.7814533654036 3.5000000000000004 928.48060753207005 5.5000000000000009 3.5000000000000004 857.45573300000012 3757.3374450000006 1243.5699533654035 1.5000000000000002 2.5000000000000004 896.11410003207016 0.12347560975609757 1118.5409650320703 0.47434210526315795 0.17445652173913045 5.5000000000000009 5.5000000000000009 0.042572463768115944 8.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 4 6 27 12 -4 8 -2 11 -11 16 35 -14 15 46 17 18 39 -20 -9 -10 -23 24 28 -25 -13 -3 29 -6 31 32 33 -31 -8 -1 -16 -38 -22 -5 -41 47 43 -43 -45 -44 -7 48 -18 -50
right_child=1 2 3 9 23 14 34 20 21 10 -12 26 13 -15 36 -17 41 -19 19 -21 38 22 -24 25 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 37 -39 -40 40 -42 42 45 44 -46 -47 -48 -49 49 -51
leaf_value=-0.39182806894482236 -0.054512281653668865 0.25815895021388247 0.063468678595248226 0.27125122631876986 -0.28513572924322095 -0.10255039845627939 -0.048437136572189565 -0.018560982027911795 0.01389970173994899 -0.16252216413351042 2.0455694462193383 -0.48241159676719941 0.16226155460794608 -0.049382255997584092 -0.32896301164113273 3.1676371683180333 -4.0420546821256478 -0.094336754804648745 0.3617369156338946 1.3300232447272631 -0.073359124134722037 0.16432878963217459 -0.11951385768364538 0.27037048765424015 1.8780179410303632 -0.40802154513816424 0.089362401716827383 0.10712581502354977 0.28139256636337495 2.8802051942348483 0.14658965844959446 0.64953268163649147 1.7523020418426389 0.47814188170123773 -0.30552501924440867 -0.05001026961367129 -3.4062991511146978 0.077948867125397045 -0.22445783112363082 0.53628787108184406 -0.26685199087426809 5.1435946343148631 1.376955556434275 3.1712592433480657 -0.54494331995956602 -1.0420812224348388 -0.42956559393816218 0.99218114702789872 -1.0074408603832126 2.8101467044265185
leaf_weight=1775 47082 13054 49674 7660 423 32636 47056 60197 23060 112 180 1150 13839 13139 5634 40 30 2835 1376 453 32682 33691 3079 2427 120 610 1593 35317 4507 50 699 1780 483 424 3409 120206 53 47 11771 774 1962 41 101 34 32 48 1882 135 32 27
leaf_count=1775 47082 13054 49674 7660 423 32636 47056 60197 23060 112 180 1150 13839 13139 5634 40 30 2835 1376 453 32682 33691 3079 2427 120 610 1593 35317 4507 50 699 1780 483 424 3409 120206 53 47 11771 774 1962 41 101 34 32 48 1882 135 32 27
internal_value=0 0.0286264 0.0806441 0.0254249 0.190092 -0.0590176 -0.00167816 -0.0152888 0.0273346 0.171539 1.19863 0.155135 -0.0343069 0.0591854 -0.150373 -0.116574 0.209058 0.186063 0.251089 0.601559 -0.0588336 0.0917424 0.140561 0.367267 0.45071 0.134111 -0.150353 0.147885 0.430237 0.604075 0.713544 0.858339 1.24671 0.731524 -0.0658039 -0.0549842 -0.354072 -1.7687 -0.11337 0.189429 -0.039648 0.930507 1.52471 2.81563 1.36946 0.597669 -0.12038 0.251423 -0.8722 0.739591
internal_weight=0 390170 178608 118714 59894 189251 100139 211562 106912 18575 292 18283 148959 26978 40292 34558 15540 15060 12225 1829 104650 59830 36770 11523 8486 3037 2743 48371 8366 3859 3436 2737 957 474 50465 121981 5734 100 44453 10396 2736 480 256 107 66 149 34518 224 89 59
internal_count=579421 390170 178608 118714 59894 189251 100139 211562 106912 18575 292 18283 148959 26978 40292 34558 15540 15060 12225 1829 104650 59830 36770 11523 8486 3037 2743 48371 8366 3859 3436 2737 957 474 50465 121981 5734 100 44453 10396 2736 480 256 107 66 149 34518 224 89 59
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=51
num_cat=0
split_feature=9 11 10 9 10 5 10 5 10 0 2 14 2 10 6 4 7 13 5 8 7 11 5 0 0 12 10 9 1 1 3 6 0 6 0 4 11 4 2 3 6 3 4 5 0 6 14 6 6 3
split_gain=90907.4 85228.6 73936.2 101092 80337.7 90119.4 69637.3 62594.7 55015.9 49552.8 47653.9 56463.7 45878.7 43093.9 40228.6 38349.7 36542.8 36355 35334.5 47301.2 33201.8 32108.6 30379 29192.4 27988.4 27219.7 49178.5 46316.8 61459 40613.9 31404 27354 44539.4 26160.2 28282.6 27777.6 27219.3 25748.8 25747.9 41710.3 44289.1 25656.1 25139.3 25127.7 25113.6 31712.8 31124.1 24101.1 24095.9 23657.2
threshold=2.5000000000000004 1.0000000180025095e-35 0.29520697167755999 1.5000000000000002 0.63245614035087727 4.5000000000000009 0.60990338164251223 2.5000000000000004 1.0000000180025095e-35 756.85772503207011 2.5000000000000004 0.43826219512195125 3.5000000000000004 0.73431372549019625 1.5000000000000002 11.500000000000002 2.5000000000000004 0.13100686498855837 1.5000000000000002 1.5000000000000002 2.5000000000000004 0.44590643274853808 11.500000000000002 528.27941586540339 1462.7090825320704 3.5000000000000004 0.25290697674418611 3.5000000000000004 3990.9076300000002 3247.4275200000006 27.500000000000004 2.5000000000000004 893.04870836540351 7.5000000000000009 1020.5262783654035 3.5000000000000004 0.24190177638453506 6.5000000000000009 3.5000000000000004 28.500000000000004 4.5000000000000009 37.500000000000007 11.500000000000002 6.5000000000000009 850.91795503206993 4.5000000000000009 0.69397993311036799 3.5000000000000004 1.5000000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 10 17 18 7 38 12 -8 20 14 24 -7 -12 25 -10 -5 -6 37 23 -3 -13 -4 -1 30 27 28 -27 -29 -9 32 -32 34 35 -14 -37 -20 -2 40 48 -34 -16 -36 -33 46 -46 49 -40 -15
right_child=1 21 3 4 5 13 9 15 16 -11 11 22 33 47 42 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 31 44 41 -35 43 36 -38 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.041477622113068519 0.028917555114991163 -0.037063695702713888 -0.16248306281974842 -0.10390024476833498 0.0017022914599059845 0.12219840906783555 -0.47699955219740925 0.23561497488548852 -0.1344203612568009 0.062734995517763001 0.14120236642832421 0.33631804955066302 -2.0981166193431076 0.46037006624599386 -0.2103862387542309 1.1530051170968685 -0.39443128063785343 0.052434800123962601 0.23019018920681292 0.035759151218465103 -0.19087948472528957 -0.34052627224732479 1.6108612280223789 -0.027575435520500204 0.81328270446267226 -0.13295432984161723 0.35847052969634574 0.054879547403397136 -2.3372390254985453 0.80936797805185812 0.35002378294778486 0.70641062869797766 1.2925955749920579 3.9313764762878423 -3.9926685571670535 0.50047241084016203 2.6412121052703554 0.56296645186818184 0.094326276542107498 -0.59839458432668879 1.4962522176588142 4.5482938957214358 1.4201297053446373 0.3139138834817069 0.072674967178770686 -0.81215130630202337 2.1602445702342425 0.057991337702415963 0.49669919976444343 0.85627600704981133
leaf_weight=76804 39979 21953 18045 22816 20347 3097 3201 26096 44744 3630 9123 5190 22 3341 6299 441 6148 42737 13522 13765 16641 4145 194 144336 385 6496 5157 2430 129 1010 844 737 761 30 20 114 124 2808 3881 554 298 25 96 42 447 357 85 808 2414 2753
leaf_count=76804 39979 21953 18045 22816 20347 3097 3201 26096 44744 3630 9123 5190 22 3341 6299 441 6148 42737 13522 13765 16641 4145 194 144336 385 6496 5157 2430 129 1010 844 737 761 30 20 114 124 2808 3881 554 298 25 96 42 447 357 85 808 2414 2753
internal_value=0 0.0754956 -0.0207818 0.00454129 0.0746968 0.157857 0.117886 0.140725 -0.085043 -0.190184 -0.0396714 0.10321 -0.0320199 0.432116 0.00639894 0.225057 -0.165831 -0.00197828 0.103491 0.17231 -0.0563537 -0.085261 0.382243 -0.0425674 -0.0372143 0.215876 0.107363 -0.0212972 -0.175875 0.276401 0.272152 0.564983 0.854474 1.10704 0.843902 1.30156 1.61582 0.287412 0.0601702 0.234992 0.30502 1.39615 -0.185909 -1.07531 0.274781 -0.0830501 0.406215 0.57118 0.248628 0.639223
internal_weight=0 125070 454351 325918 125994 60441 98972 92141 128433 6831 199924 20902 77541 9999 15518 45015 50892 65553 50442 30095 179022 26098 5384 162381 77189 44574 15222 10065 6625 3440 29352 3256 1630 352 322 260 238 16330 47126 7147 6593 786 6395 62 1626 889 532 6902 6295 6094
internal_count=579421 125070 454351 325918 125994 60441 98972 92141 128433 6831 199924 20902 77541 9999 15518 45015 50892 65553 50442 30095 179022 26098 5384 162381 77189 44574 15222 10065 6625 3440 29352 3256 1630 352 322 260 238 16330 47126 7147 6593 786 6395 62 1626 889 532 6902 6295 6094
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=51
num_cat=0
split_feature=4 7 3 12 13 12 7 7 3 6 12 1 4 0 6 5 6 5 6 2 4 8 0 8 3 6 7 7 3 8 5 11 3 4 1 0 8 3 6 4 5 6 3 6 3 14 3 8 10 0
split_gain=78049.1 59643.9 73260.2 47262.5 42048 37498 36482.9 34843.8 35902.2 33355.1 28319.9 27777.1 25953.8 25397.7 28662.6 23085.1 22890.5 27073.8 22296 24603.9 22114.6 21036.4 20793.9 20673.2 30785.3 47060.6 38568 20292.5 21621.2 20145.7 48197.3 20097.1 19991.4 19857.9 22526.1 19531 19115.4 18619 18473.1 22865.3 17780 19747 17679.3 17150.2 18755.6 17461 23869.4 34057.2 26557.1 39355.9
threshold=7.5000000000000009 3.5000000000000004 22.500000000000004 4.5000000000000009 0.36474501108647456 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 15.500000000000002 11.500000000000002 1.5000000000000002 959.99762750000014 14.500000000000002 480.73334603207007 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.5000000000000002 663.38198003207015 6.5000000000000009 33.500000000000007 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 42.500000000000007 1.5000000000000002 1.5000000000000002 0.37638888888888894 15.500000000000002 9.5000000000000018 2100.9616750000005 1462.7090825320704 1.0000000180025095e-35 38.500000000000007 4.5000000000000009 9.5000000000000018 3.5000000000000004 4.5000000000000009 27.500000000000004 1.0000000180025095e-35 37.500000000000007 0.096006144393241177 39.500000000000007 5.5000000000000009 0.24695121951219515 1144.5916150320702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 12 21 8 -1 23 -3 -6 33 14 -13 -15 17 -12 19 -10 -5 42 -20 24 -8 26 -26 -7 43 30 -9 -21 -16 34 -2 -18 -32 -27 39 -30 -36 -42 -4 44 -29 -45 -47 48 -48 -50
right_child=5 10 3 20 11 27 9 29 18 -11 16 13 -14 15 32 -17 35 -19 22 31 -22 -23 -24 -25 25 37 -28 28 38 -31 36 -33 -34 -35 40 -37 -38 -39 -40 -41 41 -43 -44 45 -46 46 47 -49 49 -51
leaf_value=-0.039158637114919015 0.32786491750974961 -0.019217712031821883 0.4645440020440188 -0.63358564150322527 -0.16987011923468648 0.1856710989923212 0.093018743430603262 -0.11439509508913555 0.17968675075942564 3.5343136864049094 -0.23200662922931575 0.018147041237185878 2.5844520701302423 0.021324114394983149 0.5347957109059317 0.35345795818822762 -0.49823395450866648 0.30750741561247846 0.21098931932559975 -0.27961373536532252 0.011236764423890731 0.24597730119877348 -0.027942144026702365 -0.40348940623982205 0.96123209567297074 -0.24095359655854467 6.7231401571860694 0.09830967029466442 5.1045397547158338 -0.13003296962588892 0.1146965090171396 -3.4091235756874085 2.1042275013358789 0.35428696109904961 0.013668842134138787 1.0346501767985961 -0.020698672966753602 3.062413120837439 -0.63820615662978253 0.99038566810744166 0.23163974691523556 -0.45453277378999202 1.2765725815801297 -0.26164086518583179 1.9085502867040962 -0.041313510291020455 0.69029749043632394 -2.3788323907748512 6.0151199307934995 0.54070018678903586
leaf_weight=97306 5350 7846 2942 548 7166 5275 13105 53509 17528 28 9507 1606 45 156793 1443 2121 3758 1031 4342 898 18059 10207 22607 834 21 91 26 4337 22 45023 15647 21 86 5478 11376 85 31259 21 26 35 8961 440 295 4615 58 7482 86 23 29 24
leaf_count=97306 5350 7846 2942 548 7166 5275 13105 53509 17528 28 9507 1606 45 156793 1443 2121 3758 1031 4342 898 18059 10207 22607 834 21 91 26 4337 22 45023 15647 21 86 5478 11376 85 31259 21 26 35 8961 440 295 4615 58 7482 86 23 29 24
internal_value=0 -0.0117254 -0.00464892 0.115393 -0.016769 0.114881 0.198506 -0.0400051 -0.00489887 0.0862829 -0.172036 0.0227975 0.184594 0.0313175 0.31318 0.0257571 -0.255411 -0.179223 0.0685367 0.153243 -0.00775408 0.316421 0.0105543 0.0794348 0.1098 1.4929 4.14867 0.0146437 -0.039259 -0.074451 -0.0495298 -0.351126 0.62307 0.181177 0.144881 -0.464329 0.0244667 0.378428 1.57072 2.5783 0.0977632 0.199524 0.538547 -0.0472828 0.122199 -0.108044 -0.0153114 1.1856 1.7754 3.53614
internal_weight=0 525759 503532 46177 457355 53662 27570 288140 142702 14126 22227 169215 31650 162049 3135 158914 14381 10538 45396 18447 18607 13444 26949 14098 13264 159 47 22012 16737 145438 100415 919 1529 31605 26127 3843 46906 112 83 57 20777 9401 3237 16654 4395 12259 7644 162 139 53
internal_count=579421 525759 503532 46177 457355 53662 27570 288140 142702 14126 22227 169215 31650 162049 3135 158914 14381 10538 45396 18447 18607 13444 26949 14098 13264 159 47 22012 16737 145438 100415 919 1529 31605 26127 3843 46906 112 83 57 20777 9401 3237 16654 4395 12259 7644 162 139 53
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=51
num_cat=0
split_feature=9 11 10 9 10 5 13 10 5 6 10 0 2 14 10 1 2 4 7 2 0 7 8 2 7 1 8 0 6 6 7 0 8 5 2 7 0 1 4 3 4 0 3 10 0 2 0 8 3 1
split_gain=69124 68825.2 60567.2 80119.3 65183.8 71122.1 52909.2 44815.9 40066.7 39788.4 36869.8 56576.1 42098.7 45805.1 41774.4 42335.6 36819.1 35983.1 33824.2 54156.2 30850.7 29019.3 28446.8 28020.7 27926.9 34096.6 27099 25937.1 35329.7 25723.5 29821.3 25089.7 24589.8 34143.5 26765.9 24101.8 23851.3 29981.6 23576.6 23351.3 23135.1 22612.8 21601.1 35073.1 25705.4 21449.7 20969.9 28042 33682.8 25214.3
threshold=2.5000000000000004 0.21807065217391305 0.29520697167755999 1.5000000000000002 0.63245614035087727 3.5000000000000004 0.072299651567944254 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 0.52440476190476204 765.38439336540341 2.5000000000000004 0.40270270270270275 0.16441441441441443 1707.8054850000001 3.5000000000000004 11.500000000000002 1.5000000000000002 2.5000000000000004 1046.2061533654035 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 7.5000000000000009 2865.2936050000003 8.5000000000000018 804.4082275320701 3.5000000000000004 3.5000000000000004 5.5000000000000009 414.71305928207005 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 6.5000000000000009 495.60831503207004 1037.4910300000004 6.5000000000000009 42.500000000000007 2.5000000000000004 1403.2040600320704 20.500000000000004 0.73431372549019625 1228.1295425320702 3.5000000000000004 896.11410003207016 3.5000000000000004 31.500000000000004 2661.2063200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 8 18 38 -2 16 17 42 12 -12 -8 14 24 -16 41 31 36 -20 35 -9 -23 -21 39 -26 -10 28 -15 -29 -31 -4 33 -33 -35 -17 37 -5 -6 -14 -34 -1 -7 -44 46 -30 49 48 -48 -45
right_child=1 -3 3 4 5 9 10 21 26 -11 11 -13 13 27 15 20 -18 -19 19 23 -22 22 -24 -25 25 -27 -28 29 45 30 -32 32 40 34 -36 -37 -38 -39 -40 -41 -42 -43 43 44 -46 -47 47 -49 -50 -51
leaf_value=-0.03844220781665092 -0.036720723966937895 -0.16436812083588206 -0.59930974910554813 -0.026144573250934486 0.043914288123212387 0.32518403135100726 0.043332146688257189 -0.059325605748674674 0.97617725362091845 0.1017568143505985 -0.30634327560900143 0.19598401700794277 0.071462041731379863 0.23042137752936809 -0.32123830353517629 0.30892997961365576 0.99198874512856661 1.1427265511926754 0.063797456470266078 -0.32570125017835294 0.9612738013448503 -0.16398557770570374 -0.40861219029226908 0.65738156333069009 0.43742954424685898 -3.7565570263635544 -0.33845403978171262 0.79214007680690512 0.24814038687203099 0.19697275488232546 -3.0991664837146629 -0.014870734369739498 -0.15305760622547615 0.11980602761527546 0.59573694362283447 -1.3071896671287475 0.023882137706024171 0.64508200698202967 0.2514528739027248 3.4074554170881002 -0.042699319369935242 0.51333893497511751 0.17302154826069321 0.78386242361287761 0.042121137260039763 1.1714644624358752 1.4418736711603253 0.5332786480846371 4.5735254022810201 -0.91126328210035956
leaf_weight=76439 25608 11766 796 1250 37103 7338 25634 21060 637 5726 4672 4311 25377 10045 1065 11903 352 258 8140 8641 741 23898 5934 300 36 42 208 2132 398 513 29 60208 23134 7065 1419 93 45799 1423 6421 21 106199 750 1215 1021 364 684 747 374 36 96
leaf_count=76439 25608 11766 796 1250 37103 7338 25634 21060 637 5726 4672 4311 25377 10045 1065 11903 352 258 8140 8641 741 23898 5934 300 36 42 208 2132 398 513 29 60208 23134 7065 1419 93 45799 1423 6421 21 106199 750 1215 1021 364 684 747 374 36 96
internal_value=0 0.0658319 -0.0181217 0.00479793 0.0672536 0.142161 0.0897369 -0.0762836 -0.0345622 0.316157 0.126664 -0.0652731 0.148568 0.199391 0.144326 0.284438 -0.0284275 -0.0374788 -0.00181242 -0.122818 0.335081 -0.149199 -0.212645 -0.292716 0.0684182 -1.82087 0.652576 0.356107 0.288903 0.635757 0.0206111 -0.0390103 -0.0367581 0.0115944 0.199408 0.296401 0.0408287 0.33119 0.074532 0.0742204 -0.0624393 -0.0330809 0.425857 0.617588 0.822345 0.831831 0.947236 1.24561 1.58586 0.638176
internal_weight=0 125070 454351 325918 125994 60441 113304 128433 199924 16917 87696 8983 78713 53079 39278 13802 77541 199079 65553 17081 12737 50892 29832 8941 25476 78 845 13801 11127 2674 542 198821 198025 68692 8484 11996 48472 2673 43524 25398 129333 77189 11191 3853 2638 1082 2274 1157 783 1117
internal_count=579421 125070 454351 325918 125994 60441 113304 128433 199924 16917 87696 8983 78713 53079 39278 13802 77541 199079 65553 17081 12737 50892 29832 8941 25476 78 845 13801 11127 2674 542 198821 198025 68692 8484 11996 48472 2673 43524 25398 129333 77189 11191 3853 2638 1082 2274 1157 783 1117
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=51
num_cat=0
split_feature=14 2 13 14 3 3 7 1 8 7 8 7 5 7 10 5 1 6 10 5 6 8 5 6 8 0 1 13 6 8 8 10 5 10 7 10 1 0 6 0 14 0 4 14 13 9 10 11 5 3
split_gain=62884.9 76293.9 45680.6 44718.4 41948.2 37332 43594.7 41989.7 35520.5 31006.2 31674 29556.7 28607.7 26927.1 25851.5 25080.8 24652.1 24376.9 25315.3 30522 24323.7 23812.2 23144 31454.3 23015.7 21237 21093.9 20815.8 20648 20145.8 20090.3 20015.8 19606.9 19407.7 19573.3 21684.1 20483.7 34434.8 19051.4 21814.9 18669.5 27972.3 40898.6 18559.9 18528.4 18244.8 17709.5 42078.1 26526 29069.8
threshold=0.091966173361522213 2.5000000000000004 0.35067567567567576 0.50609756097560987 11.500000000000002 38.500000000000007 3.5000000000000004 2339.2687100000007 2.5000000000000004 7.5000000000000009 4.5000000000000009 1.5000000000000002 7.5000000000000009 9.5000000000000018 0.82683658170914553 4.5000000000000009 3001.4799050000006 2.5000000000000004 0.81698564593301448 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 5.5000000000000009 12.500000000000002 414.71305928207005 1105.6075450000003 0.18065268065268067 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.76253132832080206 1.0000000180025095e-35 0.44281045751633991 2.5000000000000004 0.41763565891472876 3585.7070200000003 1082.0615325320703 1.5000000000000002 1462.7090825320704 0.31909090909090915 1243.5699533654035 7.5000000000000009 0.39208074534161497 1.0000000180025095e-35 2.5000000000000004 0.037749287749287756 0.053342816500711245 4.5000000000000009 28.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 16 5 25 6 7 30 15 10 22 -1 13 21 24 27 20 18 -8 -20 -2 26 -7 -24 33 -4 -5 29 -16 -9 32 -29 -3 34 35 -14 -36 -38 -13 -40 -10 -42 -43 -27 -35 -11 47 48 49 -28
right_child=1 3 4 12 -6 9 17 8 40 45 -12 38 14 -15 28 -17 -18 -19 19 -21 -22 -23 23 -25 -26 43 46 31 -30 -31 -32 -33 -34 44 36 -37 37 -39 39 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.037376990136974549 -0.013101173683280804 -0.052584152669133015 -0.54932609044425285 1.8844966584527996 0.077569364375748392 0.6855189979990568 -0.18254938217248026 0.24923870244235716 -0.060737531642283661 -0.18099660004178686 0.13520256164153729 -0.098386749908685969 0.69761261258346741 -1.9066389627521858 1.1211463487298514 0.37509833008358284 0.54034089314609035 -0.46023648426465408 -0.0166555562371461 1.0440575980711728 -0.084678264640699608 -0.27532987205977816 2.9558720100740472 0.10609908150691612 -3.0953736409917476 0.04082065101963181 0.45475728824706441 0.1991176210210519 -0.44562771697969811 -0.0069114447060974228 -0.042851941911731792 0.61152191942426259 0.15335403480203083 1.3260294397672019 -0.22987803247690733 3.6822074432373051 3.7283351242542269 -0.94749580195971905 -0.29119217131240782 0.68167991163209085 0.16059565928372296 5.8991283132916408 0.014986241746831825 -0.077906855224404062 -0.38785501882170415 -3.6547044572376066 0.1251287051771848 0.0020451695445633257 1.1257345976948456 -1.8879499279790455
leaf_weight=69393 103607 7177 793 71 81381 163 4721 4341 11703 54 254 18939 926 64 734 5795 720 2297 843 400 87634 1289 161 51 20 22700 2769 9270 95 10490 39015 1348 12992 72 448 25 36 28 9863 236 3938 21 27 31351 509 21 27458 2490 634 54
leaf_count=69393 103607 7177 793 71 81381 163 4721 4341 11703 54 254 18939 926 64 734 5795 720 2297 843 400 87634 1289 161 51 20 22700 2769 9270 95 10490 39015 1348 12992 72 448 25 36 28 9863 236 3938 21 27 31351 509 21 27458 2490 634 54
internal_value=0 0.014903 -0.0122729 0.0732703 0.0320149 0.0422983 0.0378299 0.0550553 0.125694 0.768274 0.997436 -0.0728246 0.16776 0.142661 0.469922 0.187341 -0.0437017 -0.18344 -0.0768332 0.324684 -0.0459006 0.146434 1.58146 2.27031 0.280474 -0.0355817 0.162674 0.144587 0.9416 0.0680631 -0.000961229 0.251474 0.0800723 0.313505 0.507689 0.776072 0.00918911 1.68266 -0.157535 -0.268457 0.00292566 0.189842 2.5893 -0.0280444 -0.175463 -1.15363 0.159014 0.315467 0.541218 0.409945
internal_weight=0 480990 328186 152804 136225 115082 114378 106117 46933 704 629 98431 37722 34829 2893 31244 191961 8261 5964 1243 191241 34765 375 212 2064 54844 33476 25449 829 14831 59184 10618 20169 2044 1463 951 512 64 29038 10099 15689 3986 48 54051 581 75 33405 5947 3457 2823
internal_count=579421 480990 328186 152804 136225 115082 114378 106117 46933 704 629 98431 37722 34829 2893 31244 191961 8261 5964 1243 191241 34765 375 212 2064 54844 33476 25449 829 14831 59184 10618 20169 2044 1463 951 512 64 29038 10099 15689 3986 48 54051 581 75 33405 5947 3457 2823
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=51
num_cat=0
split_feature=4 5 8 8 5 4 12 5 13 9 8 5 8 5 6 3 11 0 0 1 5 5 8 3 7 6 0 9 8 9 1 14 3 14 3 0 0 1 5 7 14 3 5 4 0 4 5 3 13 7
split_gain=57003.3 56695.4 116029 45556.7 46214.5 40767.8 35753.7 35266.4 34309.3 32192.8 31012.2 35035.1 25067.6 24010.9 22512.1 39697.1 25822.8 27232 23096.8 21887.7 21499.8 21366.7 21174.6 20677.3 20163.2 29464.2 24313.8 21452 20001.9 19048.2 18978.7 35469.6 18713 18636.6 18442.6 18860.4 20302.1 18241.8 18214.1 18189.4 17885.2 17460.3 17252.3 16933.9 15858.3 15761.2 15631 15488.9 15368.8 15306.6
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 15.500000000000002 1.5000000000000002 4.5000000000000009 0.10435571687840291 2.5000000000000004 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 35.500000000000007 0.10990338164251208 1110.4908300320703 744.41782253207009 2069.9651750000003 15.500000000000002 10.500000000000002 1.0000000180025095e-35 46.500000000000007 1.5000000000000002 3.5000000000000004 1403.2040600320704 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3585.7070200000003 0.11583184257602865 34.500000000000007 0.94281045751633996 38.500000000000007 1075.5508225320702 1127.0524375320704 3001.4799050000006 1.0000000180025095e-35 2.5000000000000004 0.69397993311036799 36.500000000000007 11.500000000000002 7.5000000000000009 1082.0615325320703 10.500000000000002 6.5000000000000009 33.500000000000007 0.096006144393241177 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 7 4 8 6 9 12 49 20 11 -8 -3 -12 15 37 17 44 -16 46 -4 -9 38 24 34 29 27 45 43 42 -31 -32 -11 -34 -15 48 -37 -13 -10 -39 -41 47 -26 -6 -17 -27 -1 -29 -36 -2
right_child=1 2 5 -5 28 -7 10 21 22 32 13 14 -14 23 18 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 41 -30 30 31 -33 33 -35 35 36 -38 39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.12487356629571059 -0.079194513476555012 0.20574083085215067 0.023265276263291983 -0.13316750920668216 0.096685105134494256 4.5088680076599124 -0.052494306989238994 0.26385185133256706 -0.021964309151181732 0.22032117364791795 -0.24856954661966713 0.070231901622127987 0.069979685221767396 0.017171708969750024 0.51566241912380262 2.0400440203775836 -0.053339604814569432 0.4891662189906294 -0.18755726073217971 -0.37880490022900226 1.5792595010125234 1.2208783784841939 -0.06546569973045134 2.7080122347231264 -0.1522176625710423 -0.92018253441888731 0.80934565530291624 0.60503148382360283 0.017752781889636186 -0.024087728334195688 0.22629520148038865 5.1988626640576587 0.65198924322555096 3.3865153703424671 4.961354058980942 -1.5170202527727401 1.4327094730521952 0.48672007229532394 0.066062695209117381 -0.068348302621317233 2.9500969713926319 2.3276417522053969 0.63746490680195134 0.36708382141413204 4.9694321586972201 1.4026037581761679 0.18956656219110185 -2.5344872225414625 1.0410434675216675 -0.21975539563104537
leaf_weight=24706 41005 19191 39710 32464 27271 20 55817 14888 52875 8792 10443 19042 46690 9660 524 154 143 132 4298 3276 89 237 45991 27 6013 1113 112 55 54482 66 32 26 81 36 20 35 70 2241 42319 1062 20 38 290 2531 21 30 1689 22 20 9552
leaf_count=24706 41005 19191 39710 32464 27271 20 55817 14888 52875 8792 10443 19042 46690 9660 524 154 143 132 4298 3276 89 237 45991 27 6013 1113 112 55 54482 66 32 26 81 36 20 35 70 2241 42319 1062 20 38 290 2531 21 30 1689 22 20 9552
internal_value=0 0.00728679 0.0436004 -0.0211129 -0.00793392 -0.00570512 -0.00626861 0.141141 -0.0350625 0.0652092 -0.0374859 -0.00690212 0.109527 -0.128407 0.085178 0.12667 1.05659 1.5736 -0.111139 -0.135011 0.0267448 0.278848 -0.00974954 -0.0572256 -0.0614673 -0.181489 -0.602533 -0.728233 0.0537824 -0.0917377 1.13566 2.45538 0.23704 1.49338 0.0339746 1.15339 0.449466 0.107959 0.0171686 0.324152 -0.0125545 0.573638 -0.115884 0.119649 2.39157 -0.859217 -0.104753 -0.291974 3.0012 -0.105751
internal_weight=0 549750 241260 308490 276026 160254 160234 81006 191742 48708 111526 83454 65881 28072 27637 22815 450 307 4822 29671 39799 15125 141185 17629 17602 7797 1370 1258 84284 6427 124 58 8909 117 9805 145 105 22365 95194 3323 1082 115 6303 29802 175 1143 26395 77 40 50557
internal_count=579421 549750 241260 308490 276026 160254 160234 81006 191742 48708 111526 83454 65881 28072 27637 22815 450 307 4822 29671 39799 15125 141185 17629 17602 7797 1370 1258 84284 6427 124 58 8909 117 9805 145 105 22365 95194 3323 1082 115 6303 29802 175 1143 26395 77 40 50557
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=51
num_cat=0
split_feature=11 5 8 8 5 8 5 8 13 5 6 1 13 1 0 9 4 6 11 10 2 14 5 9 0 9 6 0 2 13 2 4 2 6 8 5 7 0 1 9 8 5 6 10 2 10 8 2 10 8
split_gain=56115.8 56623.8 68492.9 61466.1 91010.7 43865 44678.1 42399.2 31840.9 31724.9 26771.7 36055 27138.6 25737.6 24838.8 23329 23116.7 22738.8 22688.5 22171.2 23061.6 29744.4 27929.7 32079.5 28751.1 21980.4 21366.4 36864.6 33118.9 24548.2 20387.3 19929.5 19545.4 19476.7 19297.2 25845.7 19335.8 18849.8 18767.2 18721.2 19422.5 44608.8 19803.7 22818.4 22642 18437 18411.8 17865.5 24261 21689.9
threshold=0.32200460829493094 5.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.10435571687840291 9.5000000000000018 2.5000000000000004 3305.7150050000014 0.57321428571428579 2889.3091150000005 880.97333003207029 1.5000000000000002 8.5000000000000018 2.5000000000000004 0.89827586206896559 0.25290697674418611 3.5000000000000004 0.40270270270270275 6.5000000000000009 3.5000000000000004 935.44215503206999 2.5000000000000004 1.0000000180025095e-35 622.32660419873673 2.5000000000000004 0.10435571687840291 3.5000000000000004 5.5000000000000009 3.5000000000000004 8.5000000000000018 3.5000000000000004 3.5000000000000004 8.5000000000000018 1304.6278725320703 1957.9933850000004 3.5000000000000004 7.5000000000000009 10.500000000000002 4.5000000000000009 0.50609756097560987 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.27842377260981915 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 8 -6 -1 10 11 12 47 -14 31 -8 26 -11 37 20 -16 22 -22 24 -24 -21 27 -9 -29 -28 -10 33 -31 -12 35 36 -5 -2 -34 40 41 -4 -42 44 -44 -20 -17 49 -49 -3
right_child=18 2 39 34 7 -7 15 16 30 17 14 -13 13 -15 19 46 -18 -19 45 25 21 -23 23 -25 -26 -27 29 28 -30 32 -32 -33 38 -35 -36 -37 -38 -39 -40 -41 42 -43 43 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.10032703421796341 -0.16991809041770253 0.68429345380037521 -0.096128535459045233 -0.16565467225778405 0.21394149609917226 -0.130812718574248 -0.011403639817525435 -0.067363074648306501 -0.012734622183754178 0.86336755769727791 0.037206609444842678 0.66839995143336584 0.34805310120327365 1.4705678780362987 -0.29683168206764571 0.18176776255742227 0.23980735515179796 0.19955973021752746 -0.001027572269926121 -0.11915554893807499 -3.1012127572877541 1.9004324240684511 0.56851937859146684 1.0335049994154411 -3.428083970811632 0.68415602580242352 -0.10028462966027617 0.089776029782445768 0.31458588368655338 0.026424332018534936 0.25628046481910549 0.6986478161261086 1.9225691928811697 2.1384583707650502 -0.19869279204504064 -0.00045904507773645518 -2.589087501893554 0.32679413333345375 0.2539123257959679 0.33084592609743968 -0.27020733329897867 0.64721162174941149 -1.2891264462967715 -0.40556126902811229 -4.5191527817507877 -0.3337842965829888 0.054257069341558967 0.10195823487755594 -0.67945246339399779 0.13565149703372223
leaf_weight=50208 28567 757 11728 14115 20529 31115 30722 10519 131081 1172 2236 1665 4488 214 967 17564 6518 922 22368 2514 90 25 27 55 54 394 16007 26091 8751 37672 2879 671 69 45 14917 23666 33 785 2908 1139 1703 867 60 128 34 1799 31875 1116 617 14975
leaf_count=50208 28567 757 11728 14115 20529 31115 30722 10519 131081 1172 2236 1665 4488 214 967 17564 6518 922 22368 2514 90 25 27 55 54 394 16007 26091 8751 37672 2879 671 69 45 14917 23666 33 785 2908 1139 1703 867 60 128 34 1799 31875 1116 617 14975
internal_value=0 0.00992767 0.112686 -0.000550336 0.0120982 -0.0185051 -0.00528502 0.082153 -0.0324088 0.194404 0.168886 0.219604 0.185894 0.399142 -0.0018848 0.0570311 0.0572257 0.571089 -0.0975538 -0.160339 -0.518521 -1.3726 -1.73466 -0.830322 -2.09588 -0.0103162 0.0455604 0.0967063 0.14624 0.00461091 -0.00695309 0.219586 0.0459173 0.0786605 -0.102377 -0.0643814 -0.171307 -0.156634 0.292588 -0.0595506 -0.0901747 -0.0449593 -0.386012 -1.27437 -2.45743 -0.0257981 0.0995573 0.128483 -0.176247 0.162051
internal_weight=0 525902 48663 477239 424508 295444 264329 129064 184168 33004 30910 23832 22167 4702 7078 80161 108535 2094 53519 4126 1218 251 226 136 81 2908 102017 45361 34842 56656 133960 2952 40649 2281 52731 37814 14148 29352 2977 15659 14520 12595 1925 222 94 24167 49439 17465 1733 15732
internal_count=579421 525902 48663 477239 424508 295444 264329 129064 184168 33004 30910 23832 22167 4702 7078 80161 108535 2094 53519 4126 1218 251 226 136 81 2908 102017 45361 34842 56656 133960 2952 40649 2281 52731 37814 14148 29352 2977 15659 14520 12595 1925 222 94 24167 49439 17465 1733 15732
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=51
num_cat=0
split_feature=7 3 6 2 12 11 1 0 13 6 0 3 12 3 6 0 11 10 9 13 6 10 0 9 1 2 0 6 10 7 3 14 10 8 14 2 13 3 12 10 14 7 10 13 10 1 13 14 3 6
split_gain=58119.4 54047.6 68132.4 87478.3 61264.3 56591.4 52210.7 51183 48940.9 48743 64629 38424 41079.8 36451 33598.6 50727.2 32840.5 34725.5 38874.8 45996.6 46412 31861.6 37570.5 34464.4 31100 29511.5 36626.2 29312.8 26595.2 25753.4 25446.8 48091.4 24800.3 27943.5 36252.2 24075.4 24021.2 23044.2 22567.3 21461.4 21264.9 20861.3 20461.4 20308.4 20075.4 19868.2 19525.8 19346.2 21542.9 30011.3
threshold=4.5000000000000009 15.500000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 0.033908045977011504 2024.0595450000003 628.30594169873677 0.19139194139194141 4.5000000000000009 856.39868169873671 30.500000000000004 1.5000000000000002 39.500000000000007 3.5000000000000004 1082.0615325320703 1.0000000180025095e-35 0.50609756097560987 3.5000000000000004 0.14119601328903655 6.5000000000000009 0.53950103950103967 837.92518003206999 1.5000000000000002 2002.0500350000002 2.5000000000000004 795.43170253206983 4.5000000000000009 0.059714795008912663 1.0000000180025095e-35 39.500000000000007 0.096006144393241177 0.5270467836257311 1.5000000000000002 0.19292803970223329 2.5000000000000004 0.41277890466531447 22.500000000000004 6.5000000000000009 0.04819976771196284 0.67054263565891481 1.5000000000000002 0.32971014492753631 0.053342816500711245 0.42206477732793529 2361.1247200000003 0.043961352657004842 0.074537037037037054 26.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 36 5 8 6 7 -5 24 13 21 42 12 -9 27 30 32 17 18 19 20 -12 23 -23 -8 28 38 45 41 -3 37 44 -32 33 -16 -35 -29 -1 -10 -14 -28 -25 -4 -11 -18 -6 -27 -20 -31 -49 -50
right_child=-2 2 3 4 14 -7 9 11 29 10 16 -13 25 -15 15 -17 43 -19 46 -21 -22 22 -24 40 -26 26 39 35 -30 47 31 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=-0.049360339425194757 -0.21766334972420701 0.61833153562605903 -0.028782969991334163 1.2446786763867426 -0.2915995748936861 -0.046189250931374937 4.1711599176580263 0.35697175407671539 0.076304170050308276 1.300041338100308 -5.7313156749687941 0.94720560324426417 0.087723404216011602 1.3694436579086315 -0.048801380880625855 -3.6037077940427338 4.0329881061207171 0.68491586981450814 2.7522278910875322 -0.71997339397395432 -0.96151628354016483 -0.37071375491430841 0.77797480981675393 0.17591726692297413 -0.46766313449910291 0.17500031792009255 0.044505303270139442 0.040538464823705718 -0.0795364523698881 -0.13125495062014386 -0.30006960487365725 4.6644904058426624 0.92361732204170799 -2.5391527598890766 1.0888704604962294 -0.5227720456346262 0.010390281973659031 0.34604634682153051 -0.29605261704517022 0.45649968832763838 0.60304261653086222 -0.13446469360986235 0.52849211788938333 0.6156966638134187 0.49962798680060905 -0.12755372416574395 -0.45431644984438457 0.0014211060287599017 0.32902801061322284 -0.47878214108732697
leaf_weight=173996 12013 637 51756 509 1871 18842 22 9729 20346 955 51 639 27979 174 166 65 22 136 25 109 34 1836 337 14435 1849 13062 1543 1076 3826 9953 50 32 85 145 34 2573 109707 3751 1621 7002 1268 29226 537 83 387 2603 79 47857 3866 522
leaf_count=173996 12013 637 51756 509 1871 18842 22 9729 20346 955 51 639 27979 174 166 65 22 136 25 109 34 1836 337 14435 1849 13062 1543 1076 3826 9953 50 32 85 145 34 2573 109707 3751 1621 7002 1268 29226 537 83 387 2603 79 47857 3866 522
internal_value=0 0.00460831 0.0354714 0.00224914 0.184148 0.107758 0.244576 0.148908 -0.0224928 0.219033 0.683292 0.175631 0.167872 -0.076443 -0.251484 -0.99998 -0.255239 -0.639176 -1.24346 -2.07972 -3.8234 0.16635 -0.192569 0.215948 -0.122804 0.133682 0.215569 -0.0794157 0.0200696 0.0305259 -0.0931481 1.63732 -0.606393 -0.983352 -1.85003 -0.356666 -0.026255 0.118293 0.0667065 0.382104 0.210407 -0.066923 1.02235 1.3317 -0.155991 0.124726 0.316487 -0.00347716 0.0208653 0.23293
internal_weight=0 567408 283705 194373 23273 89332 20438 70490 171100 19929 2031 64178 63539 84805 2835 495 539 434 298 194 85 17898 2173 15725 6312 53810 24210 84631 4463 86295 2340 82 430 345 179 3649 283703 24097 29600 8545 15703 80982 1492 105 2258 15665 104 62198 52245 4388
internal_count=579421 567408 283705 194373 23273 89332 20438 70490 171100 19929 2031 64178 63539 84805 2835 495 539 434 298 194 85 17898 2173 15725 6312 53810 24210 84631 4463 86295 2340 82 430 345 179 3649 283703 24097 29600 8545 15703 80982 1492 105 2258 15665 104 62198 52245 4388
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=51
num_cat=0
split_feature=7 3 12 9 10 9 2 6 7 1 5 1 6 14 10 11 2 8 6 6 0 10 3 14 6 2 2 8 14 10 0 4 7 3 0 0 6 0 4 0 5 6 0 13 14 0 0 3 10 7
split_gain=50856.3 59193.1 48707.7 45664.5 34825 75071.1 39381.3 38064.5 32022.5 31297.7 28913.2 28840.6 29460.3 27694.5 26722.3 29297 25546.7 25345.2 25117.5 24140.5 23332.1 22301.3 27507.9 21646.9 20635 23179.5 25658 20611.3 22068.4 21168.7 29850.8 19978.3 18717.8 20215.6 28565 30210.9 20704.9 22645 17999.4 17725.9 17515.4 17202.1 19282.2 17244 17177.1 17904.3 17145.3 22942.4 28722.8 19817.6
threshold=1.0000000180025095e-35 17.500000000000004 3.5000000000000004 2.5000000000000004 0.53033088235294124 1.5000000000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 3247.4275200000006 9.5000000000000018 3105.9957700000004 8.5000000000000018 0.19292803970223329 0.49418604651162795 0.030776515151515155 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1403.2040600320704 0.68857758620689669 19.500000000000004 0.45584415584415588 3.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 0.40967365967365971 0.48074074074074075 1030.5273950320702 13.500000000000002 7.5000000000000009 39.500000000000007 1025.5466150320701 1063.5212350320703 2.5000000000000004 1118.5409650320703 10.500000000000002 528.27941586540339 16.500000000000004 1.0000000180025095e-35 702.37839753207015 0.059714795008912663 0.039230769230769243 1403.2040600320704 1035.9671475320704 21.500000000000004 0.77346041055718484 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 24 6 39 10 9 17 38 14 -13 -14 15 -5 -16 -4 21 -11 27 -7 -23 -12 -2 26 -26 28 -21 30 -29 40 33 -10 -35 -36 37 -37 -8 -6 41 42 -3 -43 45 -34 47 -20 49 -49
right_child=2 31 8 11 5 18 7 -9 32 19 23 12 13 -15 16 -17 -18 -19 46 20 -22 22 -24 -25 25 -27 -28 29 -30 -31 -32 -33 44 34 35 36 -38 -39 -40 -41 -42 43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=0.0083983258784426987 -0.066784858535040612 -0.066315714837891906 -0.072852349369250724 0.13263785978294193 -0.21523703031442581 0.06984088068714038 0.14948972471225322 -0.49971335640021142 -0.27696084811135319 0.33854194143191729 0.37113884165570016 0.41228419569611924 -4.7623960676647377 -0.21565647632689089 -0.021424513821046674 -0.092908451687182841 -0.50793252660485111 -0.29002338662090554 -0.063793818166678104 -0.078723354289445852 1.1433128202446934 0.19119893186737727 0.52596515773916541 1.7902828010008198 0.039647690149640397 0.93440147177739574 -0.549648387675439 -5.3297437558571499 1.0527372907764383 0.18310369939174292 -1.0103988788401088 2.1249089703559876 -2.7044933893594401 3.0757576213433193 -2.606597781531951 4.0163487643996874 -0.14744568808166775 0.66066372257764228 1.0833051375341867 -0.048657129819208431 1.8619285435512147 -0.027787470854684772 0.25696554498373975 0.12621743553234008 -0.56171281641574611 0.56399385663015511 -0.30761033197598797 0.14853048774045674 0.71647322914105349 -1.0486315001470921
leaf_weight=188749 69711 2141 65783 32991 6990 10852 7832 812 7356 3082 238 3185 21 37 4903 6977 1384 5852 5345 4073 165 12607 3048 196 1076 143 2358 24 180 53 48 50 83 39 34 30 149 61 212 74169 58 9709 13345 28949 314 21 1610 1217 1003 156
leaf_count=188749 69711 2141 65783 32991 6990 10852 7832 812 7356 3082 238 3185 21 37 4903 6977 1384 5852 5345 4073 165 12607 3048 196 1076 143 2358 24 180 53 48 50 83 39 34 30 149 61 212 74169 58 9709 13345 28949 314 21 1610 1217 1003 156
internal_value=0 0.0348588 -0.025179 -0.00264601 -0.0239699 0.00785222 -0.0406797 0.154351 -0.0894326 -0.0700919 0.216996 0.0833316 0.371611 -1.86189 0.0631199 0.0932654 -0.128523 -0.0905935 0.130338 0.122515 -0.024039 0.180009 0.256377 1.01204 -0.0788046 -0.313053 -0.365 -0.0680347 -0.0308365 -1.33367 -2.45018 0.126918 -0.278988 -0.24347 0.543616 0.183202 0.578423 1.76693 0.1741 -0.0630042 0.125075 0.123214 0.212271 0.0875389 -0.930639 -2.04451 -0.0107634 0.0511358 0.309679 0.0125092
internal_weight=0 243001 336420 249073 199575 126287 90449 9290 87347 79260 8478 49498 3243 58 46255 39968 6287 71635 35838 7625 4543 26507 15655 434 73288 3577 3434 4378 4253 125 72 54252 8087 7669 313 274 240 91 8044 81159 54202 54144 15486 38658 418 104 9331 7721 2376 1373
internal_count=579421 243001 336420 249073 199575 126287 90449 9290 87347 79260 8478 49498 3243 58 46255 39968 6287 71635 35838 7625 4543 26507 15655 434 73288 3577 3434 4378 4253 125 72 54252 8087 7669 313 274 240 91 8044 81159 54202 54144 15486 38658 418 104 9331 7721 2376 1373
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=51
num_cat=0
split_feature=14 4 3 0 4 6 5 6 2 0 11 9 13 14 10 6 12 5 2 4 0 10 0 3 12 8 14 5 1 4 9 10 1 8 3 0 6 13 12 10 0 3 8 7 2 6 2 10 9 7
split_gain=46668.4 43564.5 34448.4 29978.4 27509.1 27484.8 27275.7 27096.4 57050.9 32807.1 32941.8 29313 27584.5 26272.2 25833.8 22172.3 20723.5 20401.7 22311.5 23529.2 20476.9 19756.1 25659.7 19535.2 29108 30909 22836.2 20716.2 18796.9 18287.8 17200.1 18447.1 17881.6 16546.6 16489 24954.2 29653.2 26934.8 19154 16457.7 15740.4 15378.3 18395.9 15053.7 14552 18668 22726.8 18729.7 23054.7 18452.7
threshold=0.077677224736048281 4.5000000000000009 38.500000000000007 503.79099753207009 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 3.5000000000000004 608.32158753206988 0.036375661375661381 1.5000000000000002 0.19139194139194141 0.15075757575757578 0.89528508771929838 1.5000000000000002 6.5000000000000009 3.5000000000000004 3.5000000000000004 9.5000000000000018 861.91193253206995 0.31698564593301443 1144.5916150320702 12.500000000000002 1.5000000000000002 2.5000000000000004 0.32200460829493094 5.5000000000000009 1507.78889 13.500000000000002 3.5000000000000004 0.15075757575757578 2229.9937050000003 1.0000000180025095e-35 39.500000000000007 1362.6909100320706 3.5000000000000004 0.14459930313588851 9.5000000000000018 0.77346041055718484 799.92030253207008 22.500000000000004 2.5000000000000004 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.60990338164251223 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 5 -2 -3 16 9 12 28 11 -11 15 21 17 -9 29 -13 19 30 -20 -4 -23 26 -25 27 -6 33 -5 44 31 40 -33 -26 -18 36 37 -36 -38 -28 -19 -14 -43 -17 45 47 -47 -1 -49 -48
right_child=1 2 13 7 23 -7 -8 8 -10 10 -12 14 41 -15 -16 43 34 18 20 -21 -22 22 -24 24 25 -27 39 -29 -30 -31 -32 32 -34 -35 35 -37 38 -39 -40 -41 -42 42 -44 -45 -46 46 49 48 -50 -51
leaf_value=-0.083958601477630304 -0.26608930604870534 0.12337833090926831 0.81632820069789891 0.068113580588659614 0.011455984186002062 0.73340798137159868 3.2309188528060915 -0.010001199422699098 0.1942423459555189 0.047706963714836771 -0.044247263866673665 0.13108354466930677 0.0042468911543865158 0.29957504421759112 0.8888538268239925 -0.10182528342147723 -0.19835458688924326 0.44034208203731295 -0.24215684946548952 1.3569623017576007 0.93949582161647938 4.2015462618248138 1.0446693571141132 0.087813577606436932 0.07108543647790791 -0.12353998108481903 -0.026627601235984039 0.25265041498316049 -0.19941460636345798 1.8197473734473952 0.88355390550568702 0.2130392917964497 0.54123643034112623 -0.032774199838614564 1.0089369956483232 0.47787160527878919 -4.8381285121566373 -2.8664588796681372 -1.4886153248048597 -0.11809238115885359 -0.15581435977500155 0.20886551641031634 -0.013024367350156546 -0.31233075115033726 0.10417949994844358 -0.04112550607807685 -0.24717214509837304 -0.021108573375194319 0.24613271323949104 -1.0457380794348816
leaf_weight=31205 4342 2036 153 4608 52669 1159 25 31357 14913 25532 12815 28127 56357 520 515 20030 8201 641 1154 225 168 51 52 38722 23520 20572 38301 3506 6107 52 515 3471 3182 44104 47 69 38 29 31 40448 1433 9025 6376 4091 5230 8099 8159 12825 4314 300
leaf_count=31205 4342 2036 153 4608 52669 1159 25 31357 14913 25532 12815 28127 56357 520 515 20030 8201 641 1154 225 168 51 52 38722 23520 20572 38301 3506 6107 52 515 3471 3182 44104 47 69 38 29 31 40448 1433 9025 6376 4091 5230 8099 8159 12825 4314 300
internal_value=0 0.011245 0.042661 0.0404536 -0.0164448 0.344669 -0.0716255 0.0362394 0.00919551 0.0796809 0.10228 0.131185 -0.0124933 0.707834 0.185238 -0.0654478 -0.0726759 0.175927 0.292834 0.346572 -0.0919922 1.53711 2.60778 -0.0123051 0.015113 -0.0155854 -0.0395158 0.0156368 -0.0843638 -0.054896 0.321974 0.288834 0.37001 0.00334875 -0.220967 -1.08752 -1.83244 -0.469832 -3.33327 -0.0736068 0.0284365 0.0284471 0.117003 -0.137528 -0.0562859 -0.0692167 -0.160857 -0.0378295 0.0461578 -0.275493
internal_weight=0 500797 234613 233837 266184 3195 78624 230642 142149 88493 77778 64963 127236 776 39431 55478 78599 38916 10789 9467 1322 256 103 261842 130424 91702 131418 71130 10715 70184 9242 8727 6653 67624 8415 214 145 76 69 78749 2074 71758 15401 24121 70132 64902 16558 48344 17139 8459
internal_count=579421 500797 234613 233837 266184 3195 78624 230642 142149 88493 77778 64963 127236 776 39431 55478 78599 38916 10789 9467 1322 256 103 261842 130424 91702 131418 71130 10715 70184 9242 8727 6653 67624 8415 214 145 76 69 78749 2074 71758 15401 24121 70132 64902 16558 48344 17139 8459
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=51
num_cat=0
split_feature=7 3 8 12 1 7 3 9 8 3 14 4 4 10 0 12 13 2 12 0 8 5 13 12 3 13 0 6 7 14 0 11 10 3 8 7 7 6 14 1 0 6 0 14 9 4 9 3 1 3
split_gain=46643.6 66642.5 35674.5 29183.7 42865.1 24085.3 23391.5 26262.7 22759.5 24248.2 40626.4 22333.9 22261.8 21106.1 23441 22117.8 25898.8 23379.3 20647.5 20336.2 19439.1 40243.9 19411.3 19394.6 29109.6 19203.5 28115 47458.6 25084.8 23484.1 34911.7 19140.4 18920.1 18903.1 18812.2 18587.2 18556.7 20702.4 19936.1 28895.8 17752.9 19728.4 16336.3 18525.9 16924.4 16684 19311.7 16341.7 16196.1 16161.3
threshold=1.5000000000000002 21.500000000000004 1.5000000000000002 4.5000000000000009 3585.7070200000003 13.500000000000002 48.500000000000007 3.5000000000000004 3.5000000000000004 32.500000000000007 0.38585607940446659 8.5000000000000018 7.5000000000000009 0.31909090909090915 1304.6278725320703 6.5000000000000009 0.028991596638655467 3.5000000000000004 2.5000000000000004 1002.03221753207 1.0000000180025095e-35 1.0000000180025095e-35 0.60303030303030314 2.5000000000000004 11.500000000000002 0.28062500000000007 1015.5416250320701 1.5000000000000002 3.5000000000000004 0.059714795008912663 1041.0348750320702 0.36055555555555557 0.46770833333333339 36.500000000000007 3.5000000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 0.21525096525096529 3990.9076300000002 486.25391403207004 1.0000000180025095e-35 1165.0077825320702 0.029857397504456332 2.5000000000000004 11.500000000000002 3.5000000000000004 39.500000000000007 2092.9460250000006 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 49 4 5 11 7 25 9 -5 36 22 20 14 15 -10 17 -17 -4 -9 21 -1 34 24 -22 29 32 28 -28 30 -6 -13 33 -27 -2 -34 38 -38 -11 -40 41 -26 43 47 -45 46 -46 -39 -14 -3
right_child=3 2 18 8 6 -7 -8 19 13 10 -12 31 48 -15 -16 16 -18 -19 -20 -21 23 -23 -24 -25 40 26 27 -29 -30 -31 -32 -33 35 -35 -36 -37 37 42 39 -41 -42 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=-0.034755566926363848 -0.052245103123684578 0.16107325557495925 0.19014181055764001 -0.14766972249844521 3.7543137266829207 -1.7479841414021284 3.5100954031944278 0.5536608442602059 -0.51620706074998979 0.37821804642906948 2.6842806027038026 0.17741205912157101 0.30100797362565168 -0.14487533223983351 0.47578577879874501 -0.78080400351820334 -1.0289557443693915 -4.3631368493547242 0.011649247647631759 2.0118619851908597 -0.066163285629799312 0.07351558166914203 0.025424434934987496 -0.058323603082640924 0.0091271987780259106 1.5747155841054588 4.2734176175014396 -0.46116775364560242 0.34536449436483713 -0.32669626603673274 -0.052953042015703257 -0.3086584633109708 -0.9185918362476887 4.4919108885029955 -0.20381710907938722 2.4584226318768092 0.2485143577745757 -1.4388435123428223 0.59004617677794557 4.7280923940517283 0.027909472371489382 0.71745100127584693 0.13987550650274866 0.45855651740674619 -1.6240424788296224 -3.4082490294067949 0.54159543061362847 -4.7261835527420049 0.052852143031768287 0.35365284185237211
leaf_weight=59831 82975 11086 9008 18799 37 82 25 240 896 584 64 7448 4028 1568 160 29 376 49 23100 159 42331 80546 29996 83243 779 58 37 255 29 665 69 909 39 36 9085 28 878 62 45 27 93640 794 243 108 100 27 70 20 7578 7180
leaf_count=59831 82975 11086 9008 18799 37 82 25 240 896 584 64 7448 4028 1568 160 29 376 49 23100 159 42331 80546 29996 83243 779 58 37 255 29 665 69 909 39 36 9085 28 878 62 45 27 93640 794 243 108 100 27 70 20 7578 7180
internal_value=0 0.0172426 0.125199 -0.046687 -0.0282323 -0.0346881 0.474125 0.428181 -0.147877 -0.1107 0.201233 -0.0336108 0.00265397 -0.401847 -0.668689 -0.80433 -1.37296 -3.03124 0.0617259 1.13475 -0.00172679 0.0273686 -0.0444393 -0.0202257 0.00283147 0.203184 0.698314 0.157428 2.54745 -0.106352 1.276 0.124542 1.77673 2.69194 -0.0672031 0.492698 0.127797 -0.0653434 0.571783 2.14181 0.033506 0.366666 -0.502751 -0.906261 -0.547512 -1.09906 -0.732309 -2.24063 0.138978 0.236772
internal_weight=0 423144 50374 156277 132172 130495 1677 1652 24105 21027 2228 130413 372770 3078 1510 1350 454 78 32108 399 361164 140377 122056 220787 137544 1253 482 321 66 771 106 8357 161 94 92060 67 2164 1508 656 72 95213 1573 630 387 305 197 170 82 11606 18266
internal_count=579421 423144 50374 156277 132172 130495 1677 1652 24105 21027 2228 130413 372770 3078 1510 1350 454 78 32108 399 361164 140377 122056 220787 137544 1253 482 321 66 771 106 8357 161 94 92060 67 2164 1508 656 72 95213 1573 630 387 305 197 170 82 11606 18266
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=51
num_cat=0
split_feature=7 3 8 14 7 12 5 7 3 3 0 5 8 1 12 9 3 8 0 10 2 10 0 14 14 6 0 7 10 10 0 12 8 5 5 1 4 7 8 12 3 0 1 6 13 4 9 1 11 5
split_gain=41815 36895.6 41686.2 34648.5 29637.3 32707.2 28228 22584.9 21730 20606.7 21066.2 20166.6 19632.1 20233.2 28805.9 19100.8 19070 17777.4 17570 28388.5 39940.5 23678.2 18890.7 40671.1 28830.9 18666.5 21658.4 17746.9 17071.1 23114.4 16852.5 16173.5 14982.8 20522.8 15285.4 14604 19690.8 22666.3 14525.8 16932.4 16745.1 14691 18212.2 14975.7 17538.1 16584.4 15532.4 25840 25635.7 22527
threshold=4.5000000000000009 21.500000000000004 1.0000000180025095e-35 0.29520697167755999 1.0000000180025095e-35 2.5000000000000004 10.500000000000002 1.5000000000000002 13.500000000000002 10.500000000000002 486.25391403207004 1.5000000000000002 3.5000000000000004 3990.9076300000002 8.5000000000000018 2.5000000000000004 15.500000000000002 1.0000000180025095e-35 887.39409003207015 0.41763565891472876 3.5000000000000004 0.95060975609756104 975.99820503207002 0.04819976771196284 0.24695121951219515 2.5000000000000004 1011.41585003207 7.5000000000000009 0.94590643274853814 0.19722222222222227 1020.5262783654035 1.5000000000000002 2.5000000000000004 7.5000000000000009 3.5000000000000004 3757.3374450000006 8.5000000000000018 6.5000000000000009 1.5000000000000002 3.5000000000000004 27.500000000000004 1127.0524375320704 3035.3728750000005 2.5000000000000004 0.065942028985507259 4.5000000000000009 4.5000000000000009 3757.3374450000006 0.077935222672064791 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 8 9 11 28 -1 -6 16 -3 13 -9 -15 -16 -11 -10 21 25 -21 -2 -22 -24 -25 35 27 -27 29 38 -30 -19 33 34 -12 -20 -37 -38 39 40 -4 42 -40 -44 45 -45 47 -46 49 -49
right_child=18 2 3 -5 5 -7 -8 12 17 10 32 -13 -14 14 15 -17 -18 31 19 20 22 -23 23 24 -26 26 -28 -29 30 -31 -32 -33 -34 -35 -36 36 37 -39 41 -41 -42 -43 43 44 46 -47 -48 48 -50 -51
leaf_value=-0.0096648889063769439 -0.1254741273820065 0.050588362051113382 0.37879901775851144 0.12491103510841828 -0.096154843176657651 -0.08136141331562538 1.877296574150815 -0.044672961233071712 0.12062621940179352 0.22298265945843312 -7.2415163691693111e-05 0.30116579011038513 -0.2304251041927613 1.0519050260464351 0.81366520130028164 -1.496402526163793 1.3118640327255506 0.11379335329322855 -0.46945567417067641 -0.19629274137920927 0.26764392708287094 0.53937692594191566 -1.6010614113374189 4.6088749849571373 0.59416699155613228 -1.2422918475599707 -0.52372178063224784 -3.2500808993211159 -0.34812245535143688 0.19078562169878743 0.021664162044206445 0.00057179984032663153 -0.075035794999303337 0.75313724900465617 0.10090280772880511 1.8899092464219955 0.45557857567355753 -2.3307679697086936 -0.023543903217838287 0.045255003798153629 1.7625872959795688 0.16907929835040897 -0.18780485385256507 -1.8723428601727765 -0.77474580597715326 0.56504732128710322 0.734341228905381 -5.6822253370285036 -0.45202156021827611 -2.1285254456780174
leaf_weight=123421 4862 5127 888 27995 21324 86819 102 22205 28042 2288 94034 8598 6239 375 59 91 173 16388 1613 3647 99 602 22 53 27 287 522 52 1942 11250 3373 54826 20201 379 17835 63 126 38 5220 3468 97 2061 1793 34 441 156 49 30 41 44
leaf_count=123421 4862 5127 888 27995 21324 86819 102 22205 28042 2288 94034 8598 6239 375 59 91 173 16388 1613 3647 99 602 22 53 27 287 522 52 1942 11250 3373 54826 20201 379 17835 63 126 38 5220 3468 97 2061 1793 34 441 156 49 30 41 44
internal_value=0 0.00390883 0.0584837 0.0330814 -0.00800594 -0.0321516 0.21988 -0.00986783 0.0183492 -0.00480584 0.00963286 0.207562 -0.0732952 -0.0301656 0.583425 -0.587776 0.299527 0.0531836 -0.184625 -0.295091 -0.120658 -0.0522237 1.25167 2.20676 3.25391 -0.543598 -0.927903 -1.55027 0.0496208 0.083514 -0.113449 0.0266267 0.00424641 0.0185146 0.0160258 -0.363768 0.387216 -0.190038 -0.000748444 0.149178 0.515071 -0.0683968 -0.131081 -0.347984 -0.709242 0.128883 -0.972454 -1.12287 -2.45787 -3.56921
internal_weight=0 567408 101678 87851 465730 243053 13827 59856 222677 156234 134910 13725 28969 22730 525 150 2461 99256 12013 6549 3848 5464 201 102 80 2701 861 339 30887 25572 5315 71214 132449 112248 111869 1840 227 164 14322 4453 985 9869 7808 2588 795 190 605 556 115 74
internal_count=579421 567408 101678 87851 465730 243053 13827 59856 222677 156234 134910 13725 28969 22730 525 150 2461 99256 12013 6549 3848 5464 201 102 80 2701 861 339 30887 25572 5315 71214 132449 112248 111869 1840 227 164 14322 4453 985 9869 7808 2588 795 190 605 556 115 74
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=51
num_cat=0
split_feature=4 11 5 8 8 5 8 5 8 5 11 7 8 5 9 9 6 1 9 0 10 0 8 6 0 8 5 7 6 3 13 8 4 1 0 10 1 5 1 6 14 4 3 14 0 14 12 14 5 10
split_gain=38077.3 35771.6 41266.3 50654.4 42310.9 65918.6 44433.4 54454.4 28964.9 28028.7 24812 23273.4 22514.4 22131.8 22045.7 21777.4 25384.2 21276.6 43915.4 29372.4 21468.1 19075 18844.2 16935.5 17714 15410.5 23844 17137.4 19188.6 28956.4 72846.1 15202.5 15028.9 14822.1 51933.1 14538.5 14401.6 15270.7 13762.8 26014.5 16580.1 26925.3 18402.8 15146.5 20912.4 13802.2 14685 15147.6 14405.5 13683.4
threshold=1.0000000180025095e-35 0.40967365967365971 7.5000000000000009 7.5000000000000009 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 12.500000000000002 0.89827586206896559 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 3383.3926800000004 4.5000000000000009 1144.5916150320702 0.072299651567944254 1243.5699533654035 1.0000000180025095e-35 3.5000000000000004 861.91193253206995 5.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 33.500000000000007 0.22792207792207794 5.5000000000000009 10.500000000000002 3990.9076300000002 1110.4908300320703 0.69337606837606847 2092.9460250000006 18.500000000000004 3305.7150050000014 3.5000000000000004 0.063164893617021281 8.5000000000000018 36.500000000000007 0.20881782945736438 867.39038253207002 0.39208074534161497 6.5000000000000009 0.065942028985507259 6.5000000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=36 2 4 9 5 6 7 12 -7 23 -3 -8 13 -2 -9 16 -10 -14 19 20 -19 -11 -16 31 -25 26 33 32 29 -29 -31 -4 -28 -6 -35 38 -1 -38 -17 40 -40 42 45 44 -41 46 47 -42 -48 -12
right_child=1 10 3 -5 25 8 11 14 15 21 49 -13 17 -15 22 35 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 30 -32 -33 -34 34 -36 -37 37 -39 39 43 41 -43 -44 -45 -46 -47 48 -49 -50 -51
leaf_value=-0.19857509597770479 -0.037511289053889334 -0.1543771722518886 0.34211749169943195 -0.29499248914674731 -0.16521101012458317 0.26055735028872595 -0.072369312297758906 0.0070850936558549283 0.078525302494481683 1.1042393946225004 0.011875649450981235 -1.1923392764422844 -0.071193961952810192 0.047076505916643252 0.16420458032264265 0.13668254257299461 -0.058379226405463641 -4.6360136562367762 2.572488594055176 -0.12841972486367301 -1.5758478440917456 -0.18569465419212422 0.059471708062054929 0.41971390167428169 -0.17414274115221567 -0.33747975687249943 0.065137475006493237 -0.073259300975994743 -0.51129290457459164 -0.0047543024194651642 6.6459521569635562 0.066003085535665834 1.1358775843018876 -4.2061004709553078 1.2078113896005294 -0.27451758723949898 -0.75225066608131674 1.3548023574882084 0.0406414708127961 -2.8399052573413388 4.1553042718717323 0.32447568773475122 3.4410520705309779 0.4310339944022043 -0.401908932824529 -0.11669591628015041 0.34276952049988618 1.445269431100989 2.7497809691088544 -0.27858210804326727
leaf_weight=4341 69575 23308 7275 2023 14832 8602 75669 46156 46613 578 22159 186 59583 55690 25789 20356 19090 41 27 63 52 143 51460 679 1930 2740 9114 1136 1161 58 23 2747 133 37 34 779 772 36 544 41 22 946 33 175 248 92 222 330 28 1750
leaf_count=4341 69575 23308 7275 2023 14832 8602 75669 46156 46613 578 22159 186 59583 55690 25789 20356 19090 41 27 63 52 143 51460 679 1930 2740 9114 1136 1161 58 23 2747 133 37 34 779 772 36 544 41 22 946 33 175 248 92 222 330 28 1750
internal_value=0 0.00242738 0.00989758 0.171319 0.00504717 0.0121301 -0.00654854 0.0103144 0.0852851 0.241971 -0.0809579 -0.0751155 -0.0240001 9.4541e-05 0.061765 0.068443 0.0387477 -0.0745006 -1.15111 -1.79558 -2.92495 0.848399 0.094436 0.207355 -0.0195898 -0.111698 -0.0883779 0.0189662 -0.220459 0.0569914 1.88372 0.266435 0.080538 -0.172111 -1.61352 0.150366 -0.270728 -0.658372 0.164733 0.377713 0.520219 0.676161 1.13379 -0.303187 -0.747784 1.02408 1.19841 1.61465 0.612355 -0.00938417
internal_weight=0 574272 527055 15375 511680 482412 384291 308436 98121 13352 47217 75855 185031 125265 123405 89519 65703 59766 183 156 93 721 77249 12631 2609 29268 26528 11625 2378 1217 81 10022 9247 14903 71 23816 5149 808 23037 2681 2217 1673 727 464 289 694 602 352 250 23909
internal_count=579421 574272 527055 15375 511680 482412 384291 308436 98121 13352 47217 75855 185031 125265 123405 89519 65703 59766 183 156 93 721 77249 12631 2609 29268 26528 11625 2378 1217 81 10022 9247 14903 71 23816 5149 808 23037 2681 2217 1673 727 464 289 694 602 352 250 23909
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=51
num_cat=0
split_feature=14 5 8 8 5 1 8 5 2 5 5 10 0 11 7 3 0 12 4 9 3 6 0 13 7 10 10 8 6 3 0 11 6 5 6 0 11 8 9 13 10 8 0 7 7 13 0 6 14 4
split_gain=36773.6 27978.8 44885.6 39781.6 41541.6 37039.4 25459.4 25978.1 23532.8 20650.5 18759.1 18139.6 25467.2 17048.3 16381.8 17916.4 16047.9 18483.1 17892 27530.7 16280.3 17704.5 26805.4 19555.3 20948.3 16003.5 15643 14904.3 14881.2 15367.3 29259.3 14803.7 13913.2 13884.3 13534.6 12847.7 12804.1 12722 16556.1 17572.3 14639 12633.4 16737 12403.1 11972.2 11712.1 14300.1 23784.5 13574.2 17259.7
threshold=0.091966173361522213 5.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 3990.9076300000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018 20.500000000000004 0.37668918918918926 1304.6278725320703 0.50675675675675691 1.5000000000000002 26.500000000000004 1462.7090825320704 6.5000000000000009 12.500000000000002 3.5000000000000004 37.500000000000007 3.5000000000000004 1243.5699533654035 0.18301435406698566 3.5000000000000004 0.72850122850122856 0.15075757575757578 4.5000000000000009 5.5000000000000009 35.500000000000007 938.81247003207011 0.24190177638453506 2.5000000000000004 4.5000000000000009 3.5000000000000004 547.84102253207016 0.096006144393241177 2.5000000000000004 2.5000000000000004 0.60303030303030314 0.75277777777777788 1.0000000180025095e-35 921.51646003207009 1.0000000180025095e-35 2.5000000000000004 0.091966173361522213 795.43170253206983 2.5000000000000004 0.17445652173913045 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 5 4 6 9 7 -2 35 14 16 -7 -13 41 15 -3 17 18 -1 -20 -19 23 25 26 -25 31 36 33 29 -11 -31 -23 -32 44 -4 -6 -22 38 39 -17 -39 42 -10 -8 -5 -43 -47 48 -48 -50
right_child=1 2 34 27 8 11 43 -9 13 28 -12 12 -14 -15 -16 37 -18 20 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 30 32 -33 -34 -35 -36 -37 -38 40 -40 -41 -42 45 -44 -45 -46 46 47 -49 49 -51
leaf_value=-0.047644165430793806 -0.024585847546601314 0.1505476600759604 -0.0178146874168441 -0.085072970530703729 -0.13646604872440893 0.62238433847628671 -0.0057509560951486873 0.061355181378803206 0.20292363389697099 0.50327910434638001 2.6300414389572464 3.3078219699124767 0.62835279389999921 -0.18491772706075429 0.038768147342251119 0.11456985458647227 0.39597256903280442 -0.16518294674098524 0.28629652397736671 3.3571117790121785 -2.2454162565867106 -3.8294781015199777 0.01225655580108816 0.31472111997150243 -3.9317348911212044 0.0076711487770080569 1.4474651934031177 -0.33277759892620218 -0.36397679421783158 -0.94927825808525101 3.94108259310556 -0.73450056821107867 1.3328007441300613 0.011279511707125198 -0.28936773584019221 0.039924998708946863 0.19901851952075958 0.097524893491614958 1.1883603783967667 3.0275083558125928 0.97048506436853854 0.022185107775575058 0.69361873782233097 -0.067577343801618506 -0.27978222699870109 0.10017369757502714 0.15740029839079536 -0.032334569509839643 0.45484117842899807 1.8503475408632679
leaf_weight=87939 64526 12930 11612 27596 4392 285 60440 77319 5682 1331 26 73 69 1741 12413 353 778 9130 126 38 30 68 66 21 26 20 68 2262 181 30 43 20 39 14435 2180 69026 75 996 443 22 238 10473 792 70059 3566 18121 1871 1960 3400 91
leaf_count=87939 64526 12930 11612 27596 4392 285 60440 77319 5682 1331 26 73 69 1741 12413 353 778 9130 126 38 30 68 66 21 26 20 68 2262 181 30 43 20 39 14435 2180 69026 75 996 443 22 238 10473 792 70059 3566 18121 1871 1960 3400 91
internal_value=0 0.0113964 0.0881374 0.0038165 0.0143783 0.157868 -0.00706641 0.0222602 0.0640624 0.144263 -0.0556894 1.08245 2.00583 0.121773 0.123724 0.194112 -0.056399 -0.060004 -0.0456981 0.997827 -0.192343 -0.821717 -1.57547 -0.225566 -2.03438 -2.54575 0.265847 -0.082227 0.490734 0.597943 1.72292 -3.12607 2.70056 -0.0697975 -0.0607371 0.029373 -0.499391 0.468617 0.77444 0.285462 0.265892 0.134369 0.262953 -0.0389427 -0.107354 0.111192 0.147829 0.265769 0.374737 0.491218
internal_weight=0 480990 43238 437752 389893 29446 272344 141845 117549 29019 98431 427 142 44131 27395 14982 98405 97627 88103 164 9524 394 174 220 47 108 173 47859 1624 1443 112 88 82 45597 13792 73418 105 2052 818 375 1234 42390 6474 130499 31162 35916 25443 7322 5362 3491
internal_count=579421 480990 43238 437752 389893 29446 272344 141845 117549 29019 98431 427 142 44131 27395 14982 98405 97627 88103 164 9524 394 174 220 47 108 173 47859 1624 1443 112 88 82 45597 13792 73418 105 2052 818 375 1234 42390 6474 130499 31162 35916 25443 7322 5362 3491
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=51
num_cat=0
split_feature=7 3 12 6 3 0 2 12 8 6 10 2 6 10 12 10 10 0 0 3 5 14 0 1 14 10 10 1 14 13 7 14 9 13 7 14 3 10 9 6 7 6 9 11 11 4 5 7 4 0
split_gain=34712.9 41669.5 23019.3 22845.5 32838.6 28068.1 26733.7 44583.6 42789.3 37371.9 23007.2 22344.2 24775.8 27800.2 20615.6 20468.2 32180.8 19860 22806.8 19470 18085.6 22387.8 21612.6 18041 19442 17914.8 22622.7 19658 22122.5 17721.2 27943.6 32458.5 19363.6 17527.8 17485.6 17096.4 16689.1 38939.3 32678.5 31140.6 23007.1 29113.4 22313.7 17458.9 16314.3 17426.2 16299.1 16001.6 15743.8 15358.3
threshold=1.5000000000000002 20.500000000000004 4.5000000000000009 2.5000000000000004 32.500000000000007 1462.7090825320704 3.5000000000000004 4.5000000000000009 7.5000000000000009 11.500000000000002 0.05634920634920635 2.5000000000000004 4.5000000000000009 0.75277777777777788 1.5000000000000002 0.9298029556650248 0.80277777777777792 858.97015253207007 1165.0077825320702 16.500000000000004 13.500000000000002 0.36474501108647456 956.7117450320701 3193.0687900000007 0.24695121951219515 0.10620300751879701 0.15894736842105264 3990.9076300000002 0.50609756097560987 0.26393188854489169 4.5000000000000009 0.32200460829493094 2.5000000000000004 0.063164893617021281 7.5000000000000009 0.080540540540540564 37.500000000000007 0.47434210526315795 3.5000000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.063508064516129045 0.21132376395534294 8.5000000000000018 6.5000000000000009 12.500000000000002 12.500000000000002 738.42092586540343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 44 15 4 14 6 11 9 20 -8 -6 -5 13 -13 19 16 -3 -12 25 -2 21 36 33 -4 -25 -19 -27 28 -28 -20 31 32 -31 -23 -14 -29 42 38 40 -40 41 -38 -9 -42 45 -1 -15 -21 -17 -44
right_child=3 2 23 5 10 -7 7 8 -10 -11 17 12 34 46 -16 48 -18 18 29 47 -22 22 -24 24 -26 26 27 35 -30 30 -32 -33 -34 -35 -36 -37 37 -39 39 -41 43 -43 49 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0070009992489009189 -0.033554581561004979 0.14377430399285918 -0.03439046649448152 -0.056535948550679942 -0.010132593169298071 0.69055966083453224 0.2466525612480219 1.0175178400171336 -4.8916868391491128 4.2920287629832394 -1.2334901713331541 -0.29842639092489226 -0.45354358437141795 -0.058019707452392627 -0.058534707321795811 -0.020539642625251806 0.55946004489574974 2.5165258325198119 -0.08619424644961704 0.11104298270032756 -3.0051727886199955 1.8667721744378409 4.2276103353500369 0.1043655586290113 0.69908906184955621 -0.79262460898130371 0.4636926359128638 0.31303007277575406 2.1452088912328082 -0.47428519801890601 -0.79894432922204339 4.4495676391654539 2.6586174663375406 -1.9550719118118289 -1.4772484492425892 2.6336367726325989 0.98361009395483778 1.0078414738178254 -1.2239046170793733 3.1946805823932998 -4.5583805874242627 -2.9855190844762896 0.51139906890109765 -1.2008656808308193 -0.061719133759353444 0.31170299737299878 0.52555917708188982 -1.6129808911570795 2.1360164272872839 -0.6058509967855964
leaf_weight=320563 22875 31101 18599 7394 1293 411 3210 134 21 23 60 6353 3210 1777 88081 7792 1981 68 537 17784 25 30 20 4010 637 78 493 44 93 47 54 36 34 20 176 114 33 72 58 22 59 42 154 21 36539 1888 655 54 34 612
leaf_count=320563 22875 31101 18599 7394 1293 411 3210 134 21 23 60 6353 3210 1777 88081 7792 1981 68 537 17784 25 30 20 4010 637 78 493 44 93 47 54 36 34 20 176 114 33 72 58 22 59 42 154 21 36539 1888 655 54 34 612
internal_value=0 0.0148748 0.0891073 -0.0402759 -0.0237771 -0.12888 -0.142842 0.0753201 -0.413691 0.275432 0.306051 -0.193645 -0.27694 -0.188362 -0.0313343 0.134262 0.168666 0.552629 0.619692 0.0275127 -0.341465 -0.289317 1.44934 0.00964456 0.185889 0.956643 0.827601 0.997463 0.730554 0.196125 1.08271 1.95116 0.84076 0.338035 -0.506754 1.98739 -0.390151 -1.02682 -1.65021 -0.00879369 -2.49739 -1.2391 -0.172976 -3.67703 0.00160896 0.00878508 0.0991531 0.105824 -0.0111705 -0.381234
internal_weight=0 423144 64154 156277 131745 24532 24121 4556 1323 3233 2951 19565 12171 8785 128794 40908 33082 1658 1598 40713 1302 1277 70 23246 4647 890 822 744 586 708 171 117 81 50 3386 158 1207 307 235 80 155 75 900 80 358990 322451 2432 17838 7826 766
internal_count=579421 423144 64154 156277 131745 24532 24121 4556 1323 3233 2951 19565 12171 8785 128794 40908 33082 1658 1598 40713 1302 1277 70 23246 4647 890 822 744 586 708 171 117 81 50 3386 158 1207 307 235 80 155 75 900 80 358990 322451 2432 17838 7826 766
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=51
num_cat=0
split_feature=7 13 9 11 3 10 9 10 0 0 10 9 10 2 10 6 2 12 2 4 10 13 1 5 6 10 0 0 11 2 3 0 12 6 0 11 10 14 6 6 3 10 0 2 0 2 0 2 5 12
split_gain=32130 28746.5 30346.4 27430.8 27799.7 30260 51652.7 29226.7 35111.8 28246.9 27052 61127.4 40210 38251 28854.4 24869.5 44148.1 21208.8 19997.2 19666 19101.5 18713.7 18657.9 18115.8 26369.1 18659.8 17951.5 17652.9 17360.6 17307.1 17243.4 27926 21313.6 29471.8 38695.4 27878.6 24741.7 17150.5 16975 16575.7 28271.8 24012.9 21485 21133.4 19472 16855.4 17416.7 16246.5 16096.1 15918.9
threshold=4.5000000000000009 0.091966173361522213 2.5000000000000004 1.0000000180025095e-35 29.500000000000004 0.072299651567944254 3.5000000000000004 0.49418604651162795 567.29675669873677 848.40826753207011 0.3133928571428572 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.89087301587301593 2.5000000000000004 3.5000000000000004 5.5000000000000009 3.5000000000000004 11.500000000000002 0.57979626485568769 0.22361111111111112 1002.5879050000002 4.5000000000000009 9.5000000000000018 0.70710784313725505 1002.03221753207 875.42535503207012 0.39339826839826847 2.5000000000000004 39.500000000000007 1046.2061533654035 3.5000000000000004 3.5000000000000004 1212.7814533654036 0.072299651567944254 0.85092592592592597 0.043961352657004842 5.5000000000000009 1.0000000180025095e-35 15.500000000000002 0.46247654784240161 661.35397753207008 3.5000000000000004 878.39572336540346 2.5000000000000004 499.84664711540341 3.5000000000000004 11.500000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 30 10 4 7 6 9 -4 -9 21 12 22 18 -14 20 -11 -17 -18 -3 -8 -13 -6 -12 24 -22 29 28 -7 -20 -25 39 -32 36 37 35 -35 -33 -34 -29 40 41 -1 45 -42 -45 -41 -47 -10 -24 -5
right_child=-2 2 3 49 5 27 19 8 47 15 11 14 13 -15 -16 16 17 -19 26 -21 23 -23 48 25 -26 -27 -28 38 -30 -31 31 32 33 34 -36 -37 -38 -39 -40 42 43 -43 -44 44 -46 46 -48 -49 -50 -51
leaf_value=-0.15933177064373832 -0.16183790960825639 0.0065719272924616963 0.11107353834850336 -0.021979780997583034 1.9388569261513504 0.16353615393285051 0.48315243867070023 -0.61713174555914174 0.059831610420708725 -0.39426077909958668 -0.14707108184514642 0.023472604032148334 -0.044605888480264061 -0.2494394544251097 0.4242134735721278 -0.55984008990228185 -2.6276134766141577 -5.9212670770184745 0.60565944403769034 3.3660895872116088 0.093125405004536629 -0.79765356900740647 -0.0099517324779494348 0.34877444473231112 3.7250633084774019 0.40031931139873261 -1.1058623752286356 0.89597043049908476 2.8277398013677755 -0.17636366891839828 4.0611828855846239 4.3640401204427084 -1.2994536240895591 -3.6004339018735019 1.0187854030676056 0.7593995290994644 -0.27648580074310303 1.8776429258035809 -0.26081401130982806 -0.086240167857597999 0.10896488730480532 0.0038847110302614785 -0.092477223171584008 -0.27648859749150118 0.66853993598371753 0.61310587184602272 0.091461978434394547 -0.28687053924326406 0.5648142016464216 -0.53735952982378588
leaf_weight=13909 12013 62811 57105 17966 51 652 442 1073 6734 156 10367 36041 24999 14350 2485 90 60 29 83 25 41032 49 134933 1131 20 4224 31 1351 61 1410 23 27 21 55 57 20 20 89 140 5850 24092 25613 64020 2382 240 699 7590 1691 489 620
leaf_count=13909 12013 62811 57105 17966 51 652 442 1073 6734 156 10367 36041 24999 14350 2485 90 60 29 83 25 41032 49 134933 1131 20 4224 31 1351 61 1410 23 27 21 55 57 20 20 89 140 5850 24092 25613 64020 2382 240 699 7590 1691 489 620
internal_value=0 0.00342639 0.016596 0.068763 0.0975661 0.39304 -0.092862 0.0840575 -0.0783717 -0.876936 0.00283409 0.021717 -0.0399989 -0.119306 0.0883975 -1.31721 -2.12156 -3.70083 0.00954608 0.637485 0.0784462 0.597967 -0.0177744 0.119881 0.0948948 0.271506 1.07703 0.597558 1.54696 0.0573755 -0.0350431 0.707574 0.440678 0.0622173 -0.94519 -2.43781 2.38935 1.27111 0.787352 -0.0366477 0.000156853 -0.0535562 -0.0678379 0.0796225 -0.189987 0.0437267 0.135451 -0.00975573 -0.00787629 -0.039172
internal_weight=0 567408 422701 88234 69648 3045 902 66603 9498 435 334467 232132 102335 39349 86343 335 179 89 62986 467 83858 100 145789 47817 41052 6765 175 2143 144 2541 144707 312 289 242 132 75 47 110 1491 144395 66236 39522 78159 26714 2622 14139 8289 8425 135422 18586
internal_count=579421 567408 422701 88234 69648 3045 902 66603 9498 435 334467 232132 102335 39349 86343 335 179 89 62986 467 83858 100 145789 47817 41052 6765 175 2143 144 2541 144707 312 289 242 132 75 47 110 1491 144395 66236 39522 78159 26714 2622 14139 8289 8425 135422 18586
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=51
num_cat=0
split_feature=7 3 4 12 4 0 10 7 9 10 9 10 11 2 6 7 5 0 5 9 10 2 0 2 4 0 13 5 3 5 10 10 10 10 8 0 9 7 3 10 2 10 6 1 3 10 14 5 8 13
split_gain=31865.9 32098.8 31688.5 23569.3 22586.6 19118 18974.1 20297.2 18094.4 20893.9 51666.2 18435.9 18315.4 18296.5 24832.8 22448.4 18029.8 29781.8 17894 17144.6 27952.4 18311.5 19036.7 17805.1 24139 32332.5 16727.4 16475.8 16440.8 15665.8 15507.9 20041.7 19040.4 21187.7 14954.5 14854 28324.6 15532.4 14583.7 14583.2 27165.5 18320.4 16533.8 43402.7 22630.5 27662.6 21235 23407.5 19916.9 18231.8
threshold=1.0000000180025095e-35 21.500000000000004 1.5000000000000002 3.5000000000000004 10.500000000000002 1462.7090825320704 0.267948717948718 7.5000000000000009 2.5000000000000004 0.57979626485568769 1.5000000000000002 0.73798627002288331 0.030776515151515155 2.5000000000000004 4.5000000000000009 3.5000000000000004 6.5000000000000009 1110.4908300320703 9.5000000000000018 2.5000000000000004 0.63762626262626265 2.5000000000000004 765.38439336540341 3.5000000000000004 3.5000000000000004 908.49508003207006 0.31909090909090915 8.5000000000000018 34.500000000000007 14.500000000000002 0.47140522875816998 0.55718954248366026 0.73431372549019625 0.6478537360890303 3.5000000000000004 730.3665416987368 4.5000000000000009 3.5000000000000004 13.500000000000002 1.0000000180025095e-35 2.5000000000000004 0.22967032967032971 1.5000000000000002 3585.7070200000003 18.500000000000004 0.43050193050193059 0.54415584415584417 5.5000000000000009 6.5000000000000009 0.82683658170914553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 38 -2 4 8 6 7 35 9 39 13 12 18 -11 15 29 -17 26 -10 23 21 -21 -23 -8 28 -26 34 -9 -25 -15 -27 -32 33 -33 -18 -5 37 -37 -1 -4 41 -41 43 44 -42 46 49 -48 -49 -46
right_child=2 -3 3 5 -6 -7 19 27 11 10 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 22 -24 24 25 30 -28 -29 -30 -31 31 32 -34 -35 -36 36 -38 -39 -40 40 42 -43 -44 -45 45 -47 47 48 -50 -51
leaf_value=-0.0063367951606783518 -0.15522338604668798 0.14789547715351584 0.00031940747065716012 0.0098034403966361164 0.35583949044247526 0.3269740227999321 -0.056861690533203918 -2.1114730532616117 0.083270598640953847 -0.042306404997084213 0.12715810268266189 -0.4145337384789432 -0.081862818212000185 0.077844347488838783 -0.44615388476318874 0.31823388253524904 1.3007262530693642 -1.1048190014702934 0.66939909236265738 -0.27624666494176697 -0.32093157508547154 0.017486705227930811 0.41643853121252361 -0.10737733415194922 0.073411082060299296 -0.084006150829237569 0.85887444487366926 0.37175030896538186 -3.8613214296102529 2.0384192702973762 4.5412046220567488 2.1314893245697024 2.2883726542658898 -2.3656895664605226 3.4220184375258054 -0.14182285712707474 0.3169491323787012 -0.39320974011560228 0.045150411431101656 -0.13859990262184155 -0.25094106475911632 0.033712028122769348 -0.30498667375369121 3.6277249124742328 0.00075475980607346994 -0.3437739901817658 0.24347365342280161 1.659759171248421 -0.88478101355688921 1.4251143291111916
leaf_weight=123421 16465 20324 29115 7810 1801 1264 36180 90 38523 75791 29555 819 7251 6836 737 900 65 49 528 682 1186 1855 3367 28 355 43 156 38 20 41 27 20 107 22 68 25589 1269 2719 99256 9533 5954 17492 7056 31 2666 1375 560 254 35 93
leaf_count=123421 16465 20324 29115 7810 1801 1264 36180 90 38523 75791 29555 819 7251 6836 737 900 65 49 528 682 1186 1855 3367 28 355 43 156 38 20 41 27 20 107 22 68 25589 1269 2719 99256 9533 5954 17492 7056 31 2666 1375 560 254 35 93
internal_value=0 0.0275932 -0.019931 -0.0129688 0.00305151 -0.0589506 -0.0649428 -0.117163 0.000353353 -0.0135111 0.0133288 0.0557753 0.0640942 -0.0264173 0.109626 0.160101 0.552103 1.17483 0.0911955 -0.0203095 0.122082 0.211075 0.27472 -0.0477416 0.482747 0.662895 1.56135 -1.37427 -1.67152 0.0895331 1.61845 2.03439 1.58014 -0.224176 2.3853 -0.112859 -0.145249 -0.165969 0.0166131 -0.0548392 -0.0904881 -0.0270706 -0.185576 -0.108755 -0.119346 0.0378919 0.183344 0.620679 1.3516 0.0487669
internal_weight=0 243001 336420 319955 237284 82671 81407 37515 235483 188362 114198 47121 46302 84643 8852 8115 1238 338 39051 43892 7090 5904 5222 36802 622 574 289 128 48 6877 219 176 149 42 133 37387 29577 28308 222677 74164 45049 27025 18024 10968 10937 4983 3608 849 289 2759
internal_count=579421 243001 336420 319955 237284 82671 81407 37515 235483 188362 114198 47121 46302 84643 8852 8115 1238 338 39051 43892 7090 5904 5222 36802 622 574 289 128 48 6877 219 176 149 42 133 37387 29577 28308 222677 74164 45049 27025 18024 10968 10937 4983 3608 849 289 2759
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=51
num_cat=0
split_feature=8 5 3 4 12 5 7 8 8 8 13 0 4 5 12 0 13 1 3 1 0 9 8 5 0 12 3 7 4 7 9 1 4 5 10 2 10 0 9 7 9 10 10 4 4 7 0 1 2 6
split_gain=31009.6 68402.4 32557.2 26609.2 25753 22995.3 22335 22156.5 21927.8 19136.7 18717.4 17349.7 15479 15681.8 15597.3 19293.2 15736.6 15174.6 15063.6 14988.4 15790 14750.1 15321.4 13919.4 15230.2 13873.8 13852.2 22394.1 13610.4 13144.3 20721.3 16395.3 13056.5 13613.8 12872.4 14879.8 12770.1 13090.5 12685.9 12639 13663.6 18895.1 16856.6 19790.2 12627.1 12417.8 12342.8 12257.5 12228.6 16658.3
threshold=1.5000000000000002 1.5000000000000002 15.500000000000002 15.500000000000002 2.5000000000000004 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 0.091966173361522213 1462.7090825320704 1.5000000000000002 12.500000000000002 3.5000000000000004 1154.1210150320703 0.12060606060606062 3069.4597500000004 37.500000000000007 2716.2336750000004 773.89375253207015 2.5000000000000004 5.5000000000000009 13.500000000000002 1243.5699533654035 6.5000000000000009 38.500000000000007 2.5000000000000004 12.500000000000002 2.5000000000000004 4.5000000000000009 3305.7150050000014 8.5000000000000018 10.500000000000002 0.71651785714285732 3.5000000000000004 0.29520697167755999 734.40999753207007 5.5000000000000009 6.5000000000000009 3.5000000000000004 0.1012820512820513 0.059714795008912663 10.500000000000002 10.500000000000002 3.5000000000000004 486.25391403207004 2735.3542650000009 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 21 10 32 11 23 28 12 -6 29 15 -15 -16 -13 -18 -8 -21 22 -2 -7 -25 26 46 -28 -1 -14 36 -32 33 -4 -23 -36 37 -31 44 40 41 -39 -42 -44 -33 -35 -9 -24 -12 -50
right_child=3 2 7 -5 8 9 19 25 -10 -11 48 17 13 14 16 -17 18 -19 -20 20 -22 34 47 24 -26 -27 27 -29 -30 30 31 38 -34 45 35 -37 -38 39 -40 -41 42 -43 43 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.073118044137851432 -0.020252231785985786 0.013956876900779161 0.14826353560421809 3.6159984016418458 -0.24766561709684409 0.19370386188446256 -0.1777576939224966 1.1729390209450306 -0.54554142791401838 -1.0655951806327753 -0.0043274948747214796 -0.001783743143502034 -0.046388988811744664 2.9344396153905179 -0.52773031459042907 -0.25314523608520112 -0.098185132709190714 0.7225780584709538 2.923315041715449 0.37975979561314865 -1.0014422330891837 0.080501693841934049 -0.21033605142304018 1.1102002775850721 -0.49907342828810219 -0.1079687498616895 -0.93240277069034405 2.6173400132701947 2.2607580335140227 0.10055766767466148 -0.17727795081811826 1.3407450972923212 0.39593372475105781 1.6888523523404144 -0.12666558659267288 -1.3971861909489987 -0.085257477185176941 -0.23718823000455963 2.8868303788335701 -1.1056023162932924 -0.26856011807567931 -0.7006519153818751 0.47004977487336658 3.4412550315856936 -0.88497534954186641 -0.93769800662994385 0.077373772124614104 -0.99574010815169367 0.15183081244360458 1.3361856284881792
leaf_weight=48330 83250 76764 27612 20 4669 4311 3726 103 961 114 144772 658 73091 55 114 29 33 516 33 102 439 19826 1894 321 72 4147 27 52 25 769 140 112 2402 99 387 121 7289 2925 38 208 425 1258 217 25 33 22 63729 222 2810 124
leaf_count=48330 83250 76764 27612 20 4669 4311 3726 103 961 114 144772 658 73091 55 114 29 33 516 33 102 439 19826 1894 321 72 4147 27 52 25 769 140 112 2402 99 387 121 7289 2925 38 208 425 1258 217 25 33 22 63729 222 2810 124
internal_value=0 0.017062 0.0627456 -0.0313669 -0.0317243 0.000963996 -0.0228359 0.100887 -0.0703218 0.214616 -0.01791 -0.0653919 -0.070295 -0.0607535 0.708792 1.83396 0.183711 0.31659 1.41256 -0.249173 -0.741031 -0.00877466 -0.0270064 0.245642 0.815372 0.0692784 0.0807794 1.40414 -0.0719114 -0.0631013 -0.153995 0.637275 0.172273 0.152902 0.0677657 -0.42929 -0.173481 -0.28384 1.26043 -0.342283 -0.309547 -0.376571 0.110786 0.776992 0.834202 1.2113 0.0791416 -0.292737 -0.000231328 0.201885
internal_weight=0 375285 174957 204136 204116 110518 200328 98193 93598 4818 196061 92637 91463 86794 264 84 180 1174 66 4267 541 105700 85366 4704 393 68058 63911 79 48355 86530 13439 323 30135 27733 20334 508 13116 5827 183 5058 4850 4183 667 242 145 121 63832 2116 147706 2934
internal_count=579421 375285 174957 204136 204116 110518 200328 98193 93598 4818 196061 92637 91463 86794 264 84 180 1174 66 4267 541 105700 85366 4704 393 68058 63911 79 48355 86530 13439 323 30135 27733 20334 508 13116 5827 183 5058 4850 4183 667 242 145 121 63832 2116 147706 2934
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=51
num_cat=0
split_feature=14 7 3 14 6 8 5 3 7 13 3 8 13 13 10 6 10 0 0 5 14 0 7 3 0 5 0 1 1 4 14 7 5 3 3 6 1 10 9 0 13 0 12 3 0 5 2 0 13 1
split_gain=26913.5 22054.7 24196.1 28635.9 21593 20829.6 35317 23581.7 19207.6 18329.9 21167 17834.7 22826.9 21081.5 21771.7 17909.2 17312.2 16547.5 16529.5 15423.2 14663.5 14634.7 14368.8 14117.4 14175.9 14018.7 13843.1 13214 13123.9 13014.3 14536.5 12725.6 14895 12666 12435.7 12159.8 15420.5 16221 32288.2 14144.8 12565.1 12132.3 12060.1 11988.3 11826.7 11684.2 15805.1 11529.3 12644.8 14632.3
threshold=0.10435571687840291 5.5000000000000009 38.500000000000007 0.15075757575757578 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 24.500000000000004 13.500000000000002 0.61651583710407254 10.500000000000002 1.5000000000000002 0.046536796536796543 0.1012820512820513 1.0000000180025095e-35 3.5000000000000004 0.96490147783251246 1082.0615325320703 1118.5409650320703 8.5000000000000018 0.24068965517241384 1144.5916150320702 1.0000000180025095e-35 21.500000000000004 820.87770878207004 20.500000000000004 887.39409003207015 3069.4597500000004 2361.1247200000003 5.5000000000000009 0.55086206896551737 3.5000000000000004 9.5000000000000018 25.500000000000004 12.500000000000002 1.0000000180025095e-35 3105.9957700000004 0.6198686371100165 1.5000000000000002 1462.7090825320704 0.15504807692307696 557.80965503207005 6.5000000000000009 41.500000000000007 1127.0524375320704 4.5000000000000009 3.5000000000000004 688.67064669873673 0.33771929824561409 2796.3567100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 5 17 8 6 -2 34 16 22 -11 -5 20 14 -14 -16 26 -4 28 -12 -13 42 23 -7 27 35 33 -25 -18 -29 -31 32 44 -3 -8 36 37 41 -39 40 -37 -1 -19 -22 -15 -36 -47 -35 -49 -50
right_child=1 4 3 11 -6 9 7 -9 -10 10 19 12 13 31 15 -17 18 21 -20 -21 43 -23 -24 24 -26 -27 -28 29 -30 30 -32 -33 -34 47 45 39 -38 38 -40 -41 -42 -43 -44 -45 -46 46 -48 48 49 -51
leaf_value=-0.29148012320636313 -0.01693543594730958 -0.17027298529680601 0.31745546971048633 1.8726348708073299 -1.0226963651713141 0.00060363317014096556 0.023315902627041279 0.32909989726511008 -1.7073298893582363 -0.081035305415404768 0.062371342161830635 -3.1477589015037784 4.3944484056338018 -3.2526517415046694 2.6648672223091125 -0.75032932197346414 -0.0915264025073627 5.5331168672312865 -0.26370843807570371 0.37301506227142794 0.78457506371266916 1.2630837140939175 -0.035436569211270037 0.019811654517483068 0.18621924574996862 2.2775575350110349 -0.39169723201981366 -1.8003160238265992 1.7070512755711875 -0.16014749318756891 -2.5710979577567841 1.1958142725405869 0.14396591284807692 -0.68828930025115431 0.090128709879052013 -0.13099310943113895 0.31658245208543107 -0.0087181457928167099 0.3288627147355061 0.36303876425223347 -0.040379037091234901 -0.044743034796195513 2.4426966513906208 -2.1895055296628372 -0.15846350079491026 0.37274701241579022 -1.2471335888870303 0.17251777372189933 1.7647277945288176 -0.26226583359142147
leaf_weight=2156 62413 1217 42 60 309 87116 35032 3654 78 10912 49135 31 23 30 28 34 58 23 139 1652 33 39 146951 2196 8222 26 1700 73 135 339 27 54 94 81 53491 26419 1432 14289 3534 734 36370 26334 28 23 21 2113 62 273 138 48
leaf_count=2156 62413 1217 42 60 309 87116 35032 3654 78 10912 49135 31 23 30 28 34 58 23 139 1652 33 39 146951 2196 8222 26 1700 73 135 339 27 54 94 81 53491 26419 1432 14289 3534 734 36370 26334 28 23 21 2113 62 273 138 48
internal_value=0 0.0105085 0.0125678 0.66774 -0.218275 0.0117718 0.0414232 0.0800269 -0.153996 -0.00338789 0.0453262 0.273055 0.0143631 0.44851 1.76679 0.792018 -0.122019 1.95644 0.567735 0.072476 -1.40285 2.72131 -0.0156595 0.0140044 0.121532 -0.0442012 -0.188261 -0.0803136 1.16655 -0.581168 -0.338004 -0.114575 -0.602583 0.00857562 0.0699924 -0.0447437 -0.00661265 -0.0166059 0.0582184 -0.0734037 -0.0785057 -0.063415 3.83642 -0.436922 -1.97857 0.0993671 0.326571 0.411647 0.605754 1.24163
internal_weight=0 468127 463951 563 4176 463388 156765 94352 3867 306623 61699 431 371 284 85 62 3789 132 332 50787 87 90 244924 97973 10857 111294 3457 2635 193 439 366 199 145 1757 90698 111268 47745 46313 17823 63523 62789 28490 51 56 51 55666 2175 540 459 186
internal_count=579421 468127 463951 563 4176 463388 156765 94352 3867 306623 61699 431 371 284 85 62 3789 132 332 50787 87 90 244924 97973 10857 111294 3457 2635 193 439 366 199 145 1757 90698 111268 47745 46313 17823 63523 62789 28490 51 56 51 55666 2175 540 459 186
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=51
num_cat=0
split_feature=4 7 3 12 4 8 10 2 14 9 10 10 6 10 14 0 10 13 0 1 8 2 7 5 1 9 13 0 14 13 13 0 4 0 11 4 12 8 13 7 10 5 0 5 7 3 12 13 13 1
split_gain=26849.7 22640.9 23232.3 19650.1 19327.8 14222.1 14070.2 16117.6 21273.9 15387.1 32782.8 30550.2 22739.5 18769.4 19162.8 17161 14128 13701.6 13473.9 16621.3 16127.8 13375.4 18446.7 14793.1 14170.4 24422 29728.8 25926.7 25356.5 21151 21565.6 21141.9 18487.9 18452.6 15230.5 16495.7 14893 14633.4 16068.9 23367.8 14754.6 14536.2 16192 13969.6 13260.6 18385.6 17525 22077.7 14546.1 34837.1
threshold=1.0000000180025095e-35 1.0000000180025095e-35 23.500000000000004 3.5000000000000004 8.5000000000000018 7.5000000000000009 0.267948717948718 2.5000000000000004 0.42206477732793529 2.5000000000000004 0.76253132832080206 0.63762626262626265 1.0000000180025095e-35 0.913664596273292 0.20256410256410259 765.38439336540341 0.80277777777777792 0.20256410256410259 1176.0554425320704 2970.4994950000005 3.5000000000000004 3.5000000000000004 4.5000000000000009 8.5000000000000018 3757.3374450000006 3.5000000000000004 0.21132376395534294 1025.5466150320701 0.11583184257602865 0.17445652173913045 0.23606811145510839 1082.0615325320703 11.500000000000002 1082.0615325320703 0.29289215686274517 7.5000000000000009 5.5000000000000009 1.0000000180025095e-35 0.046536796536796543 3.5000000000000004 0.077935222672064791 5.5000000000000009 935.44215503206999 9.5000000000000018 1.5000000000000002 39.500000000000007 6.5000000000000009 0.031754032258064523 0.4431524547803618 3193.0687900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 18 -8 9 10 -9 15 -12 -14 -15 -11 -10 -7 20 -20 21 22 43 24 41 29 28 -28 34 31 -31 32 37 -30 35 -27 -32 -26 40 -40 -39 42 -23 -5 45 -22 48 -48 -46 -50
right_child=1 3 -4 5 -6 17 7 8 16 11 12 -13 13 14 -16 -17 -18 -19 19 -21 44 23 -24 -25 25 26 27 -29 33 30 36 -33 -34 -35 -36 -37 -38 38 39 -41 -42 -43 -44 -45 46 -47 47 -49 49 -51
leaf_value=-0.22733672990127338 0.018292562405397863 -0.0065025350868985312 0.16142629979120152 -0.1158400239695911 0.13024952306944038 -0.26563278348705488 -0.07346999084911815 -0.1857454247036287 0.18992851227395044 0.010699387437782999 0.36499942539423458 -0.34870515384538164 0.27427026204496124 -0.25201216167792445 0.24309062044909996 0.39868851194708643 0.86424001285292129 -1.4520274849291201 -0.071105807846947269 0.33468129907256783 -0.14810345727851823 -0.017917737906190296 -0.69287455287057431 0.96708431710367615 1.9542699599266051 -3.7628123382727305 0.60180202937403393 4.7613606556602148 0.26605132712798868 -4.4534078672528272 0.6594764570395153 -2.6154386639595035 1.7926341627773485 3.2048134574890135 0.61932309344410896 -0.95693578380526922 -2.8634290079275768 -1.1497205394609222 -0.84883371935677288 -4.2775635595321653 2.0135053924719495 0.4689089838323276 2.0529709389335231 -1.7726988150792964 -0.43332180552059701 2.9048841103911403 -2.7637683610121413 -0.74914347462950404 -0.42911041388693061 4.5700710844993599
leaf_weight=5149 229254 236195 11930 23119 10808 349 23674 7338 881 1784 2390 995 1719 2947 1064 3158 480 135 3005 1520 1437 5881 575 161 20 24 43 23 147 32 24 44 38 25 52 165 24 29 97 25 30 728 38 51 1402 20 69 257 46 20
leaf_count=5149 229254 236195 11930 23119 10808 349 23674 7338 881 1784 2390 995 1719 2947 1064 3158 480 135 3005 1520 1437 5881 575 161 20 24 43 23 147 32 24 44 38 25 52 165 24 29 97 25 30 728 38 51 1402 20 69 257 46 20
internal_value=0 0.00203833 0.0253726 -0.0148576 -0.000518736 -0.0560001 -0.0529438 -0.0157052 0.0443898 0.0200034 -0.0325535 0.156844 0.105885 -0.00219212 -0.120676 0.258629 0.427746 -0.596549 -0.0970833 0.0652028 -0.118279 -0.0963236 -0.133372 0.0186714 -0.00171778 -0.388205 0.0806296 2.05135 -0.234303 -1.00686 -2.44255 -0.601012 -0.230156 0.693197 -0.896254 -1.31324 -1.10198 -0.612574 -0.896203 -1.55144 0.458699 0.04724 -0.00462263 -0.119487 -0.330302 -0.106196 -0.51231 -1.17555 -0.365024 1.08579
internal_weight=0 574272 241184 333088 247003 86085 85601 46430 22756 21395 15458 5937 8120 5730 4011 4942 1361 484 39171 4525 34646 31395 23745 7650 7489 842 479 66 413 363 80 283 239 172 241 189 48 201 181 122 59 6647 5919 23170 3251 1457 1794 326 1468 66
internal_count=579421 574272 241184 333088 247003 86085 85601 46430 22756 21395 15458 5937 8120 5730 4011 4942 1361 484 39171 4525 34646 31395 23745 7650 7489 842 479 66 413 363 80 283 239 172 241 189 48 201 181 122 59 6647 5919 23170 3251 1457 1794 326 1468 66
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=51
num_cat=0
split_feature=8 5 3 4 5 8 7 3 12 6 7 0 6 2 11 0 3 0 9 5 13 5 8 5 8 5 8 1 0 13 4 0 6 10 9 10 9 2 0 3 6 4 8 3 0 7 1 3 6 0
split_gain=23621.8 53384.9 26186.3 20479.5 19522.2 29939.3 19168.9 19274.5 22438.7 17840.4 17144.8 16806.4 16351.6 31657 22304 18192 21565.2 20035.1 16188.9 15320.8 14682.8 14599.8 13722 18680.1 12572.9 17486.6 13241.2 12265.5 12640.1 12133.2 12094.9 11910.7 11788 11478.5 18427.5 22255.7 18321 16828.1 14191 21352.3 17596 11423.4 11315.6 12206.5 11924.7 11188.8 21946.3 12576.9 17842.5 18859.5
threshold=1.5000000000000002 1.5000000000000002 15.500000000000002 15.500000000000002 3.5000000000000004 3.5000000000000004 5.5000000000000009 35.500000000000007 7.5000000000000009 4.5000000000000009 3.5000000000000004 486.25391403207004 1.0000000180025095e-35 3.5000000000000004 0.35147058823529415 818.3761091987368 36.500000000000007 949.46177836540335 4.5000000000000009 4.5000000000000009 0.091966173361522213 4.5000000000000009 12.500000000000002 15.500000000000002 6.5000000000000009 7.5000000000000009 4.5000000000000009 2716.2336750000004 773.89375253207015 0.1012820512820513 5.5000000000000009 663.38198003207015 3.5000000000000004 0.22401433691756276 1.5000000000000002 0.75277777777777788 2.5000000000000004 3.5000000000000004 1228.1295425320702 30.500000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 25.500000000000004 835.41881669873692 4.5000000000000009 3193.0687900000007 39.500000000000007 4.5000000000000009 1110.4908300320703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 6 33 7 -2 9 -9 20 -4 13 14 -13 18 17 41 -15 31 -1 -7 23 24 25 26 -23 -12 30 -25 -29 32 -14 -6 -35 -36 38 -38 39 -37 -41 -17 43 -22 -45 46 -21 48 49 -48
right_child=3 2 11 -5 5 21 -8 8 -10 -11 27 12 19 15 -16 16 -18 -19 -20 45 42 22 -24 29 -26 -27 -28 28 -30 -31 -32 -33 -34 34 35 36 37 -39 -40 40 -42 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=-0.063868346477200827 -0.06300481608803489 0.011494395080989733 1.1615638022668253 3.1724272727966309 -0.017209527544259261 -0.20825342274621639 -0.72562248274402641 1.1522770574977321 -1.1962306465421404 4.9272455033801847 -0.15405484318228124 0.20435451683621211 0.12007585582700997 -0.20394365935609571 -0.060416419110009001 0.84139922154012814 -2.6626617527008061 3.0138218513306452 -1.0837457502308565 0.15320162922430314 0.016160030915809739 -0.0041878564915944589 -1.2384326752740891 -0.28597428849045659 -0.20720853770515169 0.11033587089477069 -0.15076764890978211 -1.6789533972740174 -0.89659509422058137 1.2589289416813985 0.92674459179368207 0.019999042922379577 0.59327698374092053 0.0019638400473752384 0.074629779719127279 0.34977940087193105 0.15842599107159511 -1.2798999213794275 -0.32035555629065948 3.7565832861832216 1.0340415939067802 -0.63880518451333046 -0.040235966889170312 1.2203693277255936 0.20018479016451343 -0.1398771677589884 1.0738861203582453 1.876936184276234 -0.53964578252572282 0.053503131283366159
leaf_weight=48355 82447 76764 146 20 27109 6365 437 31 21 21 3726 26975 6746 1969 3607 189 20 34 234 7805 99064 14806 96 71 4333 7311 10557 23 439 179 79 47795 571 24740 20167 4603 207 134 297 28 156 72 48061 157 424 1020 527 77 130 276
leaf_count=48355 82447 76764 146 20 27109 6365 437 31 21 21 3726 26975 6746 1969 3607 189 20 34 234 7805 99064 14806 96 71 4333 7311 10557 23 439 179 79 47795 571 24740 20167 4603 207 134 297 28 156 72 48061 157 424 1020 527 77 130 276
internal_value=0 0.0148915 0.0552499 -0.0273766 -0.0276902 -0.00209992 -0.0650648 -0.0615667 1.56263 2.67678 -0.0203556 0.0894565 0.08786 0.145064 0.173126 -0.195756 0.51507 0.73051 -0.297395 0.0587061 -0.0160398 -0.0682604 -0.0444054 -0.0413287 -0.0471486 -0.0259226 -0.0651997 -0.218659 -0.663601 0.820176 0.339185 0.0381885 0.157003 0.0352498 0.0635046 0.122997 0.302797 -0.406781 0.35039 0.392005 1.44834 0.433067 -0.000382024 0.0188404 0.475863 0.17368 0.209962 0.648589 0.547214 0.723169
internal_weight=0 375285 174957 204136 204116 121159 82957 82520 73 52 200328 98193 98047 33100 30582 2518 315 295 2203 64947 196061 43718 37353 37257 37007 32674 25363 4267 541 250 102 55112 7317 77441 50332 25592 5425 341 5084 4787 184 261 147706 99645 581 9835 8815 1010 933 803
internal_count=579421 375285 174957 204136 204116 121159 82957 82520 73 52 200328 98193 98047 33100 30582 2518 315 295 2203 64947 196061 43718 37353 37257 37007 32674 25363 4267 541 250 102 55112 7317 77441 50332 25592 5425 341 5084 4787 184 261 147706 99645 581 9835 8815 1010 933 803
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=51
num_cat=0
split_feature=7 5 8 8 5 6 1 0 8 4 12 10 3 0 8 5 5 1 12 8 3 14 7 7 12 13 11 5 9 4 14 4 13 8 6 12 0 14 9 2 12 10 3 14 10 0 3 6 0 7
split_gain=23487.1 23373.5 28323.6 26267.5 25433.9 20047 22248.3 20560.7 19520.7 25789.2 29551.3 31601 48895 28250 17002.1 17328.6 15835.9 14759.9 14715.9 13978.4 13370.5 13176.3 21089.5 12529.4 12330.4 18738.1 12286.3 14336.5 12735.7 16043.1 16096.4 14104.4 16716.6 13696.3 13059 12176.8 11970.6 12448.6 11896.9 11896.9 15806.5 18504.9 16621.5 18012.2 28380 16232.2 22385.1 28817.9 15250.2 14368.9
threshold=2.5000000000000004 5.5000000000000009 5.5000000000000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 3305.7150050000014 1462.7090825320704 5.5000000000000009 9.5000000000000018 2.5000000000000004 0.46247654784240161 33.500000000000007 1118.5409650320703 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2940.4779350000003 2.5000000000000004 1.5000000000000002 22.500000000000004 0.037749287749287756 7.5000000000000009 12.500000000000002 4.5000000000000009 0.12060606060606062 0.036375661375661381 7.5000000000000009 2.5000000000000004 11.500000000000002 0.15504807692307696 8.5000000000000018 0.35805860805860812 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 905.47011253207006 0.059714795008912663 5.5000000000000009 3.5000000000000004 4.5000000000000009 0.89087301587301593 37.500000000000007 0.267479674796748 0.1012820512820513 1041.0348750320702 39.500000000000007 5.5000000000000009 975.99820503207002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 4 14 6 18 21 9 10 11 12 -8 16 15 -1 19 -17 20 -12 -2 22 -7 -22 25 -15 27 28 33 31 -31 -30 34 -3 -33 -21 37 -11 -5 -23 42 45 -41 49 -45 -42 -47 -48 -43 -44
right_child=5 2 -4 38 -6 7 8 -9 -10 36 13 -13 -14 24 -16 17 -18 -19 -20 35 23 39 -24 -25 -26 -27 -28 -29 29 30 -32 32 -34 -35 -36 -37 -38 -39 -40 40 41 48 43 44 -46 46 47 -49 -50 -51
leaf_value=-0.02027503191848436 -0.012052060449683244 0.53472270158158641 -0.10237503229676229 -0.069276546955567758 0.047343825134366198 -0.32489608274377058 1.1399589506062595 0.5585354117119119 -0.67242961401319779 -2.7480893550174579 2.47521456376366 0.24608323612520772 7.8859475907825285 2.7907468552098553 -0.031587828091402828 0.041532885706340873 0.70881937893135905 0.38291457339565088 -0.098136546387221121 -1.1451110581556956 0.20811871877735699 -0.15256840266486812 -1.7974923601320811 -1.2979590293552195 -0.38798813188677295 -0.36720164027952018 -0.0087701010103107182 0.28256893981684689 0.28241123974711141 3.401744893193245 0.20447736690121313 -0.37206072086779557 0.62147174431565444 0.045806301033574463 -2.2058097223902862 2.1119677500291303 0.17339160458693717 -0.39481244683265687 1.1011187383498269 0.087489466449544376 -0.20733784574129116 -0.031423063814640044 0.10269442531797622 -1.9835020758384883 1.2311843171127534 -3.3863635246570301 0.2189350880109347 -3.5560601931351883 3.5785651857202705 2.4703578355607023
leaf_weight=70923 18171 595 7049 50301 123294 1318 22 431 177 28 115 31 21 34 142666 83500 394 1286 17293 24 4057 19340 105 56 285 42 6228 6061 4666 32 31 401 168 15478 43 22 538 114 87 2639 908 25 36 43 76 39 91 26 22 89
leaf_count=70923 18171 595 7049 50301 123294 1318 22 431 177 28 115 31 21 34 142666 83500 394 1286 17293 24 4057 19340 105 56 285 42 6228 6061 4666 32 31 401 168 15478 43 22 538 114 87 2639 908 25 36 43 76 39 91 26 22 89
internal_value=0 0.00725631 0.0799182 0.000983517 0.00913787 -0.0558623 -0.0130844 -0.126215 0.326158 0.431996 0.757681 2.6799 4.43451 0.602392 -0.00664952 0.0161998 1.05028 0.0467108 -0.0289163 1.8859 0.0248005 -0.138136 -0.433556 0.187613 -0.0861875 1.04556 0.118045 0.146791 0.108361 0.242143 1.82849 0.223208 -0.228168 0.0639053 -0.549654 0.412622 -0.0421624 -0.858839 -0.0672557 -0.12012 0.0370056 -0.283459 0.160501 0.950157 0.0695749 -0.369234 -1.31156 -0.619953 1.65836 1.78847
internal_weight=0 512809 40752 472057 421669 66612 41424 25188 1847 1670 990 74 43 916 298375 155709 555 84786 39577 161 22284 24757 1423 4113 361 76 33703 27475 21414 5341 63 5278 612 16073 444 46 680 142 50388 23334 3994 1111 2883 244 119 1064 156 117 47 125
internal_count=579421 512809 40752 472057 421669 66612 41424 25188 1847 1670 990 74 43 916 298375 155709 555 84786 39577 161 22284 24757 1423 4113 361 76 33703 27475 21414 5341 63 5278 612 16073 444 46 680 142 50388 23334 3994 1111 2883 244 119 1064 156 117 47 125
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=51
num_cat=0
split_feature=4 14 7 5 8 8 5 2 3 6 3 11 0 10 5 0 8 11 1 5 10 5 8 0 12 5 11 0 4 14 3 6 3 7 13 14 13 12 13 4 7 6 12 12 7 1 0 1 13 0
split_gain=21826.9 19552.6 19178.7 16829.2 26642.6 24108 23138.5 16510 15841.8 28090.8 22255 19877.3 19876.7 24225.2 16255.7 14561.3 14526.6 12735.6 12009.8 11494 11206 11042.2 12406.3 10849.7 21472.2 21145.2 27789.2 14926.2 15028.9 15668.7 15257 12483.2 15505.5 13829.1 18413.6 12415.4 12412.6 12908.9 11788.4 13964.3 11733.2 11069.3 14168.2 10821.1 10742.3 10423.1 23917.6 21143.3 10958.7 10396.7
threshold=1.0000000180025095e-35 0.077677224736048281 13.500000000000002 5.5000000000000009 5.5000000000000009 2.5000000000000004 2.5000000000000004 2.5000000000000004 31.500000000000004 4.5000000000000009 39.500000000000007 0.030776515151515155 890.40783836540334 0.53033088235294124 9.5000000000000018 1127.0524375320704 1.5000000000000002 0.50675675675675691 2416.2277850000005 20.500000000000004 0.96609195402298864 8.5000000000000018 7.5000000000000009 1035.9671475320704 3.5000000000000004 7.5000000000000009 0.10990338164251208 853.50491753207018 9.5000000000000018 0.17445652173913045 36.500000000000007 1.5000000000000002 32.500000000000007 3.5000000000000004 0.41042780748663105 0.21525096525096529 0.028991596638655467 7.5000000000000009 0.16869918699186995 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35 7.5000000000000009 3.5000000000000004 7.5000000000000009 892.97362150000015 414.71305928207005 1065.620255 0.11237373737373739 1063.5212350320703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 19 3 5 8 6 16 -8 11 10 23 14 13 -11 -5 -12 45 -9 -1 -2 -20 -6 -23 25 31 26 40 -27 30 -30 41 32 -25 34 -34 49 -37 38 -38 -40 -10 -29 -43 -31 -14 -3 47 -47 -48 -26
right_child=1 2 -4 4 21 -7 7 17 9 12 15 -13 44 -15 -16 -17 -18 -19 20 -21 -22 22 -24 24 35 27 -28 28 29 43 -32 -33 33 -35 -36 36 37 -39 39 -41 -42 42 -44 -45 -46 46 48 -49 -50 -51
leaf_value=-0.1595177595417166 -0.045400089595772949 -0.15806175235844383 -1.5200671552521428 0.10020794959324315 -0.2137726457542336 -0.062474540303151284 0.019418231197538664 0.10651687853365904 1.1855995813575952 2.3494902620712916 2.1998952756998906 -0.097502892599354407 -0.32955283983765793 -0.87736082516218483 0.47226778375279121 0.41789597213268287 -0.070572284117075348 -0.16028910656333539 -0.89299279754545469 2.2944273551305137 0.8111445554467136 0.19559578843684103 -0.18183217728284795 0.038908276259899142 -1.9640615779000361 -1.0650249219641965 -0.34170859184181479 -0.27590277904555915 0.94593113462130229 -0.42925252214722009 -0.42847332111219077 0.43851039309629658 1.6070086433773949 1.0680097671715838 5.7946973982311434 -0.86080357941714203 -0.054385607080852119 2.710602992003964 -0.25969467007595565 2.8947372721301186 2.5974375845704762 1.2036651615897815 4.0371495580673225 -3.4646499902009964 -2.0852198330131739 2.7210286268373816 -0.028380452516359917 0.40140572255845647 0.017840558676845152 -0.23348200482140657
leaf_weight=4730 77796 3918 82 26855 4082 49146 74758 43949 370 60 118 5135 600 38 1228 75 29322 1865 376 21 43 1959 1568 40 37 85 114 42 30 23 82 298 21 38 21 55 123 31 23 36 70 150 20 24 37 41 72399 945 175980 562
leaf_count=4730 77796 3918 82 26855 4082 49146 74758 43949 370 60 118 5135 600 38 1228 75 29322 1865 376 21 43 1959 1568 40 37 85 114 42 30 23 82 298 21 38 21 55 123 31 23 36 70 150 20 24 37 41 72399 945 175980 562
internal_value=0 0.00183781 0.00914316 0.00939578 0.0683995 0.00364964 0.01171 0.0483864 0.103937 0.315609 0.47607 0.0833991 -0.227558 1.09826 0.116477 1.50741 -0.00393783 0.0956557 -0.204973 -0.0447687 -0.718105 -0.101795 0.0278025 0.389339 0.196574 0.634588 1.04971 0.130255 0.404107 -0.839565 0.72983 0.785293 1.64647 2.45025 3.70085 -0.0872601 0.47848 0.824304 0.503012 1.66504 1.41021 1.17785 1.53702 -1.97924 -0.43153 0.00377629 0.00631907 0.497861 0.00436778 -0.340379
internal_weight=0 574272 496455 496373 44050 452323 403177 120572 36441 3223 2488 33218 735 98 28083 193 282605 45814 5149 77817 419 7609 3527 2295 1285 1010 554 456 371 77 294 418 120 80 42 867 268 213 182 59 440 212 170 47 637 253283 249365 986 248379 599
internal_count=579421 574272 496455 496373 44050 452323 403177 120572 36441 3223 2488 33218 735 98 28083 193 282605 45814 5149 77817 419 7609 3527 2295 1285 1010 554 456 371 77 294 418 120 80 42 867 268 213 182 59 440 212 170 47 637 253283 249365 986 248379 599
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=51
num_cat=0
split_feature=7 3 6 3 14 0 2 12 6 14 13 9 7 8 5 13 8 6 2 5 10 10 12 10 10 6 0 4 6 0 10 9 6 8 13 0 3 11 0 1 0 9 10 5 10 10 0 10 0 2
split_gain=21602.4 21598.5 15451.2 19707.7 21583.5 17730.3 16317 25617.8 29049 19253.5 19236.5 18339.7 29175 28175.9 18536.9 17354.1 16839.9 16054.4 20126.7 17250.9 29231 22434.2 15185.9 15967.6 22450.2 15298.3 21004.7 14935.1 19033.9 21156.5 23708.8 20647.6 16517.2 14270.6 13972.3 13707.6 13457.6 13323.1 13391.7 13249.6 17371 35815 49305 20720.4 17673.8 14488.3 13397.9 12993.3 20410.6 18747.4
threshold=1.5000000000000002 20.500000000000004 1.5000000000000002 16.500000000000004 0.63245614035087727 1462.7090825320704 3.5000000000000004 4.5000000000000009 11.500000000000002 0.037749287749287756 0.22361111111111112 2.5000000000000004 7.5000000000000009 7.5000000000000009 11.500000000000002 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 2.5000000000000004 10.500000000000002 0.72850122850122856 0.90121951219512209 4.5000000000000009 0.9298029556650248 0.85912698412698429 1.0000000180025095e-35 714.38894753207012 8.5000000000000018 3.5000000000000004 902.44223919873673 0.40270270270270275 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 0.1856158484065461 806.8070833654034 27.500000000000004 0.21807065217391305 665.35581086540344 3585.7070200000003 1041.0348750320702 3.5000000000000004 0.43050193050193059 4.5000000000000009 1.0000000180025095e-35 0.23904761904761906 1261.1435850320706 0.80277777777777792 1118.5409650320703 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 33 6 16 8 -8 10 15 14 13 27 -11 -9 17 19 -19 -4 -21 -22 23 24 25 26 -3 28 -13 -30 31 -31 -29 -5 -17 37 -35 -24 -39 -27 41 42 45 -43 -42 -41 -46 -38 49 -49
right_child=2 22 5 4 -6 -7 7 9 -10 11 -12 12 -14 -15 -16 34 -18 18 -20 20 21 -23 35 -25 -26 39 -28 32 29 30 -32 -33 -34 36 -36 -37 47 38 -40 40 44 43 -44 -45 46 -47 -48 48 -50 -51
leaf_value=0.0021835365643841451 -0.065304527429927164 -0.20520442297956804 -0.091047602405992731 0.097552331321301478 0.16849859331720524 0.41997336812074998 0.15210483718655257 0.86579188414109065 3.7134633935016135 0.89821454730900863 0.56720133467418399 0.32415822718880682 -3.7597339132557743 -3.9029668498039243 -1.4580943841683238 -1.1944849951424803 -1.0509677017531383 0.059158066022312973 -0.40916616416354962 -0.29698953833200098 3.4726686383548535 0.84656590353862371 -0.088004703635589612 -0.026598486005805996 0.59040559151544303 0.093864451113739145 0.33265499626540507 -0.74878306853605647 0.021248806546880772 -3.5736166177124815 1.0206481377283732 -0.086051553984483095 1.5690321972875885 -0.046933533877549741 -3.8612430844988141 0.038824283457578164 0.048219289866806986 -1.8432084677163514 -0.41469786066056369 -2.5111808902302455 1.4981969574807397 2.601770299865354 0.92529491186141977 -0.51061890868173132 -1.0856425058061832 -5.3367657744366195 0.63135106797459761 1.060309861672877 -0.086263572455308982 -0.56348226969859683
leaf_weight=358990 40090 841 36596 12055 8896 707 5454 39 23 275 82 817 23 20 38 305 189 1264 3349 242 38 226 4009 7826 1036 25384 5313 450 189 58 24 24 33 38594 21 18637 5154 75 525 86 71 31 42 69 107 23 79 496 423 83
leaf_count=358990 40090 841 36596 12055 8896 707 5454 39 23 275 82 817 23 20 38 305 189 1264 3349 242 38 226 4009 7826 1036 25384 5313 450 189 58 24 24 33 38594 21 18637 5154 75 525 86 71 31 42 69 107 23 79 496 423 83
internal_value=0 0.0117343 -0.0317725 -0.0100507 0.0236645 -0.0772893 -0.0843518 0.0477168 0.16706 -0.224862 -0.81684 -0.0892323 -0.223256 -0.172892 0.612145 -1.12778 -0.109171 -0.104904 -0.280841 -0.0830296 0.496865 1.22457 0.0651781 0.101854 0.132241 0.117429 0.259152 -0.126119 0.075552 -0.612961 -1.74377 -2.55287 -0.590423 0.000982624 -1.36627 0.000636682 -0.0250319 -0.153779 -0.593262 0.0837447 -0.421924 -1.01364 -1.98573 0.454222 0.155973 -3.10741 -0.356382 0.112277 0.441772 0.827538
internal_weight=0 423144 156277 105791 65701 50486 49779 7875 5477 2398 447 1951 1638 1615 313 365 41904 41715 4613 37102 506 264 64154 40908 33082 32046 6154 1595 1112 295 106 82 483 56805 326 23246 44750 4609 600 25892 508 251 151 100 257 109 186 6156 1002 579
internal_count=579421 423144 156277 105791 65701 50486 49779 7875 5477 2398 447 1951 1638 1615 313 365 41904 41715 4613 37102 506 264 64154 40908 33082 32046 6154 1595 1112 295 106 82 483 56805 326 23246 44750 4609 600 25892 508 251 151 100 257 109 186 6156 1002 579
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=51
num_cat=0
split_feature=12 6 4 1 7 5 3 2 10 1 12 7 7 3 0 9 5 1 0 1 6 0 10 4 5 0 0 13 10 10 2 0 10 0 8 6 14 10 6 13 10 4 4 0 0 8 3 14 4 10
split_gain=19790.2 21452.9 17191.5 19705 14660.3 18591.9 14720.2 14035.2 25848 19309.9 20246 14479.9 14026.7 27735.3 13337.3 13064.4 12058.8 11822.8 16388.9 14545.6 11706.3 21962.4 13088.2 11307.8 11042.2 12610.6 12543.2 10943.1 10925.1 12480.4 14859.8 17027.2 10831.3 10371.1 10703 10257 10132.8 12773.9 9769.82 18183.6 15074.4 11197.1 11673.7 13424.4 11456.6 9960.41 14502.7 9829.13 9719.28 9631.39
threshold=4.5000000000000009 13.500000000000002 8.5000000000000018 2577.2599700000005 5.5000000000000009 2.5000000000000004 41.500000000000007 2.5000000000000004 0.28759398496240607 3069.4597500000004 7.5000000000000009 2.5000000000000004 1.5000000000000002 22.500000000000004 1144.5916150320702 4.5000000000000009 7.5000000000000009 857.45573300000012 414.71305928207005 1082.6755650000002 4.5000000000000009 858.97015253207007 0.36474501108647456 10.500000000000002 5.5000000000000009 1011.41585003207 938.81247003207011 0.60303030303030314 0.9298029556650248 0.81698564593301448 3.5000000000000004 1144.5916150320702 0.037749287749287756 555.28608086540339 1.5000000000000002 7.5000000000000009 0.96225071225071235 0.40270270270270275 1.5000000000000002 0.13100686498855837 0.65058139534883741 8.5000000000000018 9.5000000000000018 1035.9671475320704 1035.9671475320704 7.5000000000000009 35.500000000000007 0.3373983739837399 16.500000000000004 0.70106382978723414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 6 -6 20 9 11 10 -2 33 13 16 23 -13 17 -1 19 -19 48 22 -22 -8 26 -26 32 36 29 -15 31 -31 -23 -9 -35 -36 49 -38 -10 40 -40 45 44 -44 -43 46 -41 -42 -5 -14
right_child=7 -3 3 4 5 -7 14 8 38 -11 -12 15 27 28 -16 -17 -18 18 -20 -21 21 24 -24 -25 25 -27 -28 -29 -30 30 -32 -33 -34 34 35 -37 37 -39 39 41 47 42 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.23208521934366463 -0.084847999135327007 2.9968759062389534 0.24712873149322154 0.055335330287357432 -2.1941147119783966 -0.27459351549001587 0.9173511212070784 -0.42695483950960961 0.13157304916742296 0.54216452896142475 -0.37848515914250519 -0.28263552160080335 -0.071506466551761724 0.15193909686452214 -0.20880102899766739 0.41665243177691053 0.20959384308544093 1.9091760479162136 0.0055883688123816236 0.30694173464143543 2.0134234129257922 0.38787078857421875 -0.47835265193666737 3.9870647673805557 -3.2860404450317908 -0.95659822991006394 -0.0064197610253873081 0.026520473521062855 -0.034204992953697576 1.0100975547324527 -0.8859985276820167 -0.18510939514940714 -2.3906541240976211 0.032894845810785923 -0.11717833817573745 1.4875851279497148 -0.1332955047953874 2.6734184749664802 0.061479829711299075 0.27987767611428027 -0.35634261446973436 -1.9153932571411134 1.2185329170583132 -0.42743490582747423 -0.086020673566789774 -1.2089742097116654 1.4787072120704385 0.24298998916341416 2.0291965703964236 -0.0062827019058443933
leaf_weight=2084 27421 24 6185 11550 61 292 24 681 11921 461 2568 4269 53114 13585 31 285 2916 60 338370 1018 53 20 35 24 29 117 230 30163 3082 495 63 157 47 11793 9320 40 34 31 2365 1773 2333 70 77 139 67 42 107 310 25 39460
leaf_count=2084 27421 24 6185 11550 61 292 24 681 11921 461 2568 4269 53114 13585 31 285 2916 60 338370 1018 53 20 35 24 29 117 230 30163 3082 495 63 157 47 11793 9320 40 34 31 2365 1773 2333 70 77 139 67 42 107 310 25 39460
internal_value=0 0.00718301 0.00704046 0.101064 0.0290107 -0.606295 0.0474155 -0.0475497 -0.0124397 -0.100119 -0.109993 -0.0766732 0.003408 0.0133191 1.40801 -0.238872 0.00709966 0.00537076 0.0068286 0.39612 0.0385367 -0.42058 1.02238 2.45221 -0.707217 -1.4193 -0.357171 -0.0257946 0.136566 0.173371 0.580585 0.722295 -1.56124 -0.0428426 -0.0304765 -0.11032 -0.0428282 1.20529 0.0758229 -0.0154305 -0.121929 0.219007 -0.298661 0.159322 -1.02074 0.314083 0.348109 -0.286046 0.0595985 -0.0437046
internal_weight=0 503379 503355 18723 12538 353 12185 76042 45592 30450 29989 26388 484632 361830 79 4554 344448 341532 339448 1078 12106 531 88 48 443 146 297 122802 17382 14300 715 652 67 21834 21153 9360 92639 65 19204 7283 5008 2275 353 216 137 1922 1880 2643 11575 92574
internal_count=579421 503379 503355 18723 12538 353 12185 76042 45592 30450 29989 26388 484632 361830 79 4554 344448 341532 339448 1078 12106 531 88 48 443 146 297 122802 17382 14300 715 652 67 21834 21153 9360 92639 65 19204 7283 5008 2275 353 216 137 1922 1880 2643 11575 92574
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=51
num_cat=0
split_feature=7 4 3 13 0 6 0 11 7 8 5 1 9 0 10 12 4 8 3 14 0 0 4 1 10 4 6 0 14 10 6 1 5 1 13 6 11 4 6 14 3 0 3 3 9 0 14 6 6 0
split_gain=18216.8 18422.1 16251.5 15420.5 13927.6 13617 17336.1 11990.8 11442.9 11233 23005.2 14299.9 20183 18841 30523.2 21337.5 14964 13275.5 12919.9 10886.9 10857.7 13713.9 12567.2 17963.6 13916.6 12005.6 11756 14260.7 16615 12973.7 11728.4 11243.2 11157.2 10804.8 10393.1 10368.3 10341.6 9912.79 11293.5 9801.39 10206.6 9705.4 9189.44 9020.4 27916.5 17751.6 19568.7 32477.6 12223.4 18014.4
threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 0.60303030303030314 499.84664711540341 1.0000000180025095e-35 542.77612253207008 0.075961538461538483 9.5000000000000018 1.5000000000000002 1.5000000000000002 3383.3926800000004 4.5000000000000009 1127.0524375320704 0.18834459459459463 8.5000000000000018 12.500000000000002 1.0000000180025095e-35 23.500000000000004 0.043961352657004842 663.38198003207015 827.94593753207016 8.5000000000000018 3069.4597500000004 0.1126984126984127 13.500000000000002 4.5000000000000009 809.05071169873679 0.10762548262548265 0.067424242424242428 2.5000000000000004 1995.0656800000004 4.5000000000000009 2661.2063200000007 0.28062500000000007 4.5000000000000009 0.030776515151515155 11.500000000000002 11.500000000000002 0.43826219512195125 20.500000000000004 804.4082275320701 34.500000000000007 32.500000000000007 4.5000000000000009 1362.6909100320706 0.63245614035087727 4.5000000000000009 2.5000000000000004 1015.5416250320701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 7 9 -4 6 -6 -1 37 10 11 16 13 14 17 -16 -3 36 -12 -2 30 22 23 33 26 -23 27 29 -29 32 -7 -32 -25 -22 -35 -33 -13 38 -5 42 -41 -26 -8 -11 45 46 48 -48 49 -45
right_child=1 3 4 8 5 20 39 -9 -10 43 18 12 -14 -15 15 -17 -18 -19 -20 -21 21 25 -24 24 41 -27 -28 28 -30 -31 31 35 -34 34 -36 -37 -38 -39 -40 40 -42 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=0.012154257261258657 -0.55158118239071763 -0.041292512265424151 0.81914704833569396 0.034250680594930229 -0.84960185617849404 0.075476931128478725 0.09227884478033592 -0.07354035978349073 -0.73031785007470695 -0.05401442958170917 0.012982418464224613 -2.8079520840977512 1.2451008008537341 -0.1092659758866867 -0.94736136341094979 2.9173836819455028 2.0570804919390118 -3.8207415499289832 0.11250538508398995 -0.10296692373446098 -0.10677518211915792 0.041740391054669597 0.2791363325689889 -1.4951642362560547 -0.60327267766671078 1.7137300033902012 0.99710210693024459 -5.0186554952101279 -1.3164990332391528 -2.9894468205315725 0.1683596351535285 0.52578365116056647 0.33163495415356015 0.038880950373609141 0.70847716249184678 1.5877513928110141 -0.62726950103586376 0.94873505724953999 1.9749487805366517 0.19605548415269133 0.64106876275204439 0.89545933259651067 2.050061547756195 0.42970008808766896 0.99647486153692499 0.65102197174887055 1.6360556096627432 -0.60744319273732028 -0.2563832288286817 -0.16228996508765289
leaf_weight=141868 560 75413 239 62748 186 5544 23094 18452 195 94363 65061 43 51 173 50 20 34 45 16315 15905 11673 33826 947 70 133 43 21 22 27 28 892 475 64 956 306 114 44 119 30 3323 610 64 24 877 313 412 170 104 2133 1242
leaf_count=141868 560 75413 239 62748 186 5544 23094 18452 195 94363 65061 43 51 173 50 20 34 45 16315 15905 11673 33826 947 70 133 43 21 22 27 28 892 475 64 956 306 114 44 119 30 3323 610 64 24 877 313 412 170 104 2133 1242
internal_value=0 -0.0150696 0.020863 -0.00976122 0.0568739 0.0546641 0.112524 0.00229125 0.0345352 -0.0206415 -0.00399733 -0.0436091 -0.621358 -0.875196 -1.53117 0.156852 -0.0403469 -2.42633 0.0329357 -0.118225 0.0261173 0.00918299 -0.0728925 -0.097838 -0.734462 0.0438631 -1.2593 -1.48387 -2.97869 -1.03174 0.142259 0.392254 -0.622663 -0.0767238 0.201239 0.731326 -1.70508 0.0369065 0.0351781 0.119139 0.265076 -0.116375 0.0943113 -0.0469158 0.0806495 0.022599 -0.0346061 0.784509 -0.0873901 0.0827196
internal_weight=0 336420 243001 319955 82681 82442 27237 160320 63092 256863 157249 75873 426 375 202 70 75447 132 81376 16465 55205 48180 14311 13364 429 33869 232 211 49 162 7025 1481 134 12935 1262 589 87 62897 62778 27051 3933 197 23118 99614 5251 4938 4526 274 4252 2119
internal_count=579421 336420 243001 319955 82681 82442 27237 160320 63092 256863 157249 75873 426 375 202 70 75447 132 81376 16465 55205 48180 14311 13364 429 33869 232 211 49 162 7025 1481 134 12935 1262 589 87 62897 62778 27051 3933 197 23118 99614 5251 4938 4526 274 4252 2119
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=51
num_cat=0
split_feature=8 5 4 12 3 5 1 5 8 8 5 6 0 1 14 13 0 1 8 3 13 7 7 3 9 11 9 10 10 0 13 13 14 0 0 2 8 10 0 1 0 4 0 10 13 1 8 12 5 0
split_gain=18123.3 27643.3 20845.1 18330.1 17248.4 16456.4 13082.9 11908.8 13909.2 12065.9 13751.1 11351.1 22898.3 13298.3 17070.8 14740.1 11039.6 13686.6 12661.3 18848.9 17836.6 13370.6 11120 11406.7 11028.5 14384.7 10643.9 19062.7 17486.7 17265.2 15777.1 15428.1 15195.1 11838.4 15127.5 14488.2 13979.3 10790 14992.2 11443.3 16009.1 10923.4 15190.1 31979 10651.7 16178.3 10418.5 10329.3 10250.1 11211.6
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 10.500000000000002 4.5000000000000009 2031.1056700000001 9.5000000000000018 11.500000000000002 4.5000000000000009 4.5000000000000009 3.5000000000000004 682.82094503206997 3585.7070200000003 0.3623737373737374 0.52440476190476204 1462.7090825320704 3069.4597500000004 7.5000000000000009 43.500000000000007 0.063164893617021281 6.5000000000000009 2.5000000000000004 23.500000000000004 1.5000000000000002 0.267948717948718 3.5000000000000004 0.044466403162055343 0.11834733893557424 988.52755753207009 0.30151515151515157 0.10620300751879701 0.20881782945736438 1063.5212350320703 1041.0348750320702 3.5000000000000004 2.5000000000000004 0.29520697167755999 734.40999753207007 3990.9076300000002 1135.5863325320704 6.5000000000000009 1102.5722025320704 0.075961538461538483 0.24695121951219515 3148.0373600000007 2.5000000000000004 13.500000000000002 7.5000000000000009 1228.1295425320702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 24 -2 9 -9 10 46 13 -13 -12 15 -15 18 -18 19 22 -21 -22 23 -5 -3 -26 37 30 44 -30 33 32 -31 34 -28 -35 -37 38 -24 -40 41 -41 43 -43 45 -29 -6 -25 -39 -50
right_child=2 5 3 16 7 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 20 21 -23 26 47 25 -27 27 28 29 31 -32 -33 -34 35 -36 36 -38 48 39 40 -42 42 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.022332265392692369 -0.15437015720825489 0.0094155669953779261 -0.06323886921306919 -0.040197208887916974 0.020200230565239091 0.24649214728700955 -0.62554552276580333 0.26234290360821733 -0.88367732069709093 -0.099913607400360788 0.09585124027064551 0.56490858369281249 -0.19940863178161441 3.7011694539995754 -0.25670113157142294 0.50252199363708494 -0.030597799987337082 0.55137446053284567 -0.4097177579538957 -0.62431140829015663 4.5766165304183959 1.3353981006145479 0.096105697669952361 0.03165460894903542 0.088143314368068881 -0.069019987104839559 -0.35945041628804308 0.66243382310766041 -0.12523094992885811 2.3698545901951467 0.68598478951801856 -0.024793649775889312 0.11078427339593569 -0.1112189474627904 -2.4491968896653917 3.914304916858673 0.56381789048512776 -0.093614577689314415 -0.2440229475706259 -3.3639524959303717 0.18210235812577857 -1.8422185621849481 -3.4320306698481242 1.8344014848981585 0.15628521533974682 2.508820542760871 -0.058478513340542486 -0.90180239669916018 0.36757421641806126 -0.38649996463209391
leaf_weight=74940 2737 44616 28351 114371 119693 4341 751 2845 110 8376 30131 454 2869 34 44 25 926 717 907 27 20 35 1346 31003 61852 6429 917 103 562 88 192 103 45 141 36 20 33 11006 6899 27 83 73 24 35 83 88 19584 119 962 248
leaf_count=74940 2737 44616 28351 114371 119693 4341 751 2845 110 8376 30131 454 2869 34 44 25 926 717 907 27 20 35 1346 31003 61852 6429 917 103 562 88 192 103 45 141 36 20 33 11006 6899 27 83 73 24 35 83 88 19584 119 962 248
internal_value=0 0.025105 -0.0124589 -0.010247 0.00937129 0.0554276 -0.255819 0.0205492 0.219682 0.0173019 0.0229825 0.0804472 -0.0949849 0.0997288 1.23406 2.34581 -0.0345943 0.223373 -0.0370934 -0.0350899 1.48067 2.51402 -0.0358271 -0.0255911 0.048081 0.0733456 -0.100258 0.0985938 0.412852 0.176189 -0.153001 0.893978 1.60551 -0.293441 -0.438392 0.418609 1.82815 -0.123416 -0.210029 -0.267732 -0.943632 -1.53128 -1.15641 -0.650721 1.10211 1.51313 0.00913706 0.0280854 -0.0632423 0.21302
internal_weight=0 192178 387243 383755 212516 117238 3488 184165 2955 181210 172834 33557 3323 30234 103 59 171239 1643 169596 168689 82 55 168607 145493 112897 68281 23114 2411 1072 798 1339 236 133 1147 953 194 53 20703 8487 7141 242 159 132 108 274 191 139277 31122 12216 1210
internal_count=579421 192178 387243 383755 212516 117238 3488 184165 2955 181210 172834 33557 3323 30234 103 59 171239 1643 169596 168689 82 55 168607 145493 112897 68281 23114 2411 1072 798 1339 236 133 1147 953 194 53 20703 8487 7141 242 159 132 108 274 191 139277 31122 12216 1210
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=51
num_cat=0
split_feature=7 8 5 8 3 5 8 14 3 6 7 13 0 10 2 4 0 10 13 5 13 0 6 11 9 3 13 4 0 9 10 3 13 3 12 4 12 5 3 4 3 0 6 6 11 0 4 3 7 6
split_gain=16411.6 15133.2 33042.4 16682.3 15343.7 15049.8 14960.1 13683 18105.7 17810.1 13302.7 12962.3 12685.1 15738.9 19029.1 16043.3 17254.9 15230.8 14099.1 11654.7 10261.7 10232.5 10002.4 12928.2 9910.81 13934 27115.5 15159.4 11777 9786.91 16265.4 22322 11361.6 9752.26 10869.3 9803.79 10223.6 11492.9 13653.6 9701.08 9616.27 12315.7 16950.3 9924.9 9780.85 15960.4 10406.1 12110.5 15773.7 9529.74
threshold=4.5000000000000009 3.5000000000000004 3.5000000000000004 1.5000000000000002 35.500000000000007 1.5000000000000002 1.0000000180025095e-35 0.78679653679653694 30.500000000000004 8.5000000000000018 3.5000000000000004 0.14907407407407411 887.39409003207015 0.45584415584415588 3.5000000000000004 5.5000000000000009 975.99820503207002 0.95060975609756104 0.18834459459459463 10.500000000000002 0.087595907928388769 1243.5699533654035 2.5000000000000004 0.35147058823529415 4.5000000000000009 34.500000000000007 0.14119601328903655 9.5000000000000018 997.54235919873679 2.5000000000000004 0.27386363636363642 34.500000000000007 0.12660256410256412 28.500000000000004 1.5000000000000002 8.5000000000000018 11.500000000000002 5.5000000000000009 34.500000000000007 12.500000000000002 11.500000000000002 491.23609769873673 1.0000000180025095e-35 2.5000000000000004 0.28388278388278393 576.51902003207022 10.500000000000002 34.500000000000007 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 20 19 24 -9 10 11 -10 17 21 -15 -16 -17 -2 -18 39 -1 22 29 -24 -3 28 27 -27 -26 -14 -31 32 -32 34 -8 36 -35 38 -38 -4 -7 42 -42 -44 46 -46 47 -43 -49 -37
right_child=12 7 6 4 -6 40 33 8 9 -11 -12 -13 13 14 15 16 18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 30 31 -33 -34 35 -36 49 37 -39 -40 -41 41 44 43 -45 45 -47 -48 48 -50 -51
leaf_value=-0.055062177474997143 -0.061912727002008484 -0.088070538900705431 0.15659657973020902 -0.04758807781124158 1.538991297317333 -0.027785018195629077 0.086262317125675711 0.042633806722911553 -0.10855489520059117 -1.5401858949661256 3.1585993945598605 1.7088693778593465 -0.54308797378314699 -0.1258652574821286 -0.52728113167815749 0.18416260166601703 3.6947483866713768 0.47131354734982267 0.89707797919550247 1.1782356858629277 -0.0010548438415535647 0.039117464310388324 -0.96663382605766912 0.16087594923914458 0.3637410620138759 1.6301644485572291 3.9512873077392578 -1.8977406104405721 -1.1261814191700921 -0.26192605890620718 -1.4042481991979812 3.689661903381348 1.0658946369091671 0.27067765673889194 0.01222361640833672 0.035051833387825131 -0.86249433712841117 -1.4540071358677704 1.4175452070931593 2.3082322461264475 0.028732350368521342 0.047183784174720078 0.599515503744811 1.9737137554020716 -0.86393348596608033 -0.029982499012781307 0.41272231779620533 1.1208435392379761 -2.1927235633719202 -1.6238067231859479
leaf_weight=45673 4862 33950 9727 81766 61 23767 28563 6838 69 25 32 91 941 3540 54 55 43 602 31 114 153154 469 611 122 336 29 30 21 63 571 27 25 60 4571 64839 3283 58 74 48 21 787 95775 560 58 234 11904 781 20 51 35
leaf_count=45673 4862 33950 9727 81766 61 23767 28563 6838 69 25 32 91 941 3540 54 55 43 602 31 114 153154 469 611 122 336 29 30 21 63 571 27 25 60 4571 64839 3283 58 74 48 21 787 95775 560 58 234 11904 781 20 51 35
internal_value=0 0.00244882 0.00703548 -0.00595355 -0.0464053 0.00399358 0.0554051 -0.0556998 0.0711718 0.970449 1.29735 0.925105 -0.115665 -0.209526 -0.0744624 0.919887 1.52568 -0.00316415 2.52275 0.172988 -0.013461 -0.387461 -0.472343 -0.778972 -0.0816976 0.369997 1.57451 0.148444 0.12849 -0.333944 -0.0457969 1.05608 0.299299 0.0439772 0.0348652 0.149452 0.241568 -0.497661 0.169976 0.161232 0.0299046 0.04235 0.336524 0.728486 0.0385499 -0.0460597 0.0491783 0.046216 -1.25932 0.0175533
internal_weight=0 567408 525924 414591 81827 332764 111333 41484 7055 217 192 160 12013 6549 3723 183 129 5464 74 9862 198827 2826 2357 733 34429 479 80 50 399 1624 683 112 87 101471 93402 8069 4751 180 106 9748 133937 110170 1405 618 108765 12138 96627 95846 71 3318
internal_count=579421 567408 525924 414591 81827 332764 111333 41484 7055 217 192 160 12013 6549 3723 183 129 5464 74 9862 198827 2826 2357 733 34429 479 80 50 399 1624 683 112 87 101471 93402 8069 4751 180 106 9748 133937 110170 1405 618 108765 12138 96627 95846 71 3318
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=51
num_cat=0
split_feature=6 0 1 11 3 2 1 6 2 2 0 14 1 6 0 5 4 0 13 9 9 12 0 10 5 0 11 13 12 0 0 3 14 10 9 13 11 9 10 11 14 13 0 14 12 0 2 1 10 10
split_gain=15629.1 46813.5 50388.8 36525.6 30917 27214.8 39836.1 21975.1 29156 21397.3 48277.8 25533.3 21166.7 21087.2 62171.8 21790.9 24072.1 31216 26541.3 43395.8 21326.7 31412.5 20566.7 20556.6 20537.2 19937.2 19749.4 18550 18313.1 17151.4 16871.5 21562.8 17045.5 15763.5 19895.2 15733.6 15593.3 16618.6 16314.1 15195.2 14900.7 17893 14335.1 14258 14111.2 14098.5 18282.5 17648.5 13899.9 34967.4
threshold=1.0000000180025095e-35 564.97365503207004 1473.7612850000003 0.11834733893557424 17.500000000000004 3.5000000000000004 2024.0595450000003 3.5000000000000004 2.5000000000000004 3.5000000000000004 884.09291836540353 0.63245614035087727 1755.9096100000002 4.5000000000000009 856.39868169873671 16.500000000000004 9.5000000000000018 1041.0348750320702 0.15894736842105264 3.5000000000000004 2.5000000000000004 9.5000000000000018 1403.2040600320704 0.075961538461538483 16.500000000000004 896.11410003207016 0.96076923076923093 0.24068965517241384 4.5000000000000009 1075.5508225320702 1057.5680575320705 26.500000000000004 0.19292803970223329 0.45080645161290328 2.5000000000000004 0.267479674796748 0.24190177638453506 3.5000000000000004 0.23166368515205729 0.050641025641025648 0.22792207792207794 0.80243902439024406 915.06066003207002 0.46737588652482276 6.5000000000000009 661.35397753207008 2.5000000000000004 1490.7107900000005 0.35388994307400384 0.48074074074074075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 24 -9 11 43 30 -10 26 33 16 18 27 19 20 29 25 -14 28 35 -22 -8 -18 -21 -16 31 -6 48 -15 -35 45 37 -4 -39 -19 41 -20 -13 -11 -32 46 -2 -48 -33 -50
right_child=5 3 36 -5 9 6 13 8 12 10 -12 42 22 14 15 -17 17 39 40 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 44 32 -34 34 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 49 -51
leaf_value=-0.020293777020758273 -0.059422021758248927 0.030431065476862886 -0.20532273852232039 -0.063243590253065127 0.14690835271829558 0.85585654033818614 0.029281236210846676 0.021742539716662169 0.44784903245143082 -0.092757797731987571 1.0736634357304078 0.57376089646395101 -0.25495435466838628 0.86280668900139446 -0.19056482085891602 2.0160988703370095 2.6705451206484838 -2.3005232741193073 -0.078229171815951168 -2.8547228119590069 -0.81334277425493517 0.8145068636307351 0.85899560410706766 2.2817607694051483 1.4862954991859396 -3.5066531690536067 3.0974286488124303 0.062620286918852644 0.84802096021526008 -2.6255521159141493 0.064822189245597073 -0.21468660618663798 1.0861291400984758 1.1286070692453454 -0.3393073676770384 0.0093214815568489085 -0.94932286383377196 -0.43868998825651728 -1.4572847379170932 1.0615773135423661 1.1169274721094358 -3.1863067116056172 0.20186079352683467 -0.63256599214061993 -0.25963963080161873 -0.054160174526729769 0.45723930000491797 0.068984692554877061 2.5340254640137712 0.20960951492144086
leaf_weight=39180 13159 133818 8148 30343 25805 653 21807 8644 464 4079 342 2009 12332 1289 112 38 67 41 157 22 35 26 168 44 91 128 21 46 34 39 11021 309 432 139 275 127586 333 812 195 20 93 21 2141 556 1526 116166 1287 12965 81 322
leaf_count=39180 13159 133818 8148 30343 25805 653 21807 8644 464 4079 342 2009 12332 1289 112 38 67 41 157 22 35 26 168 44 91 128 21 46 34 39 11021 309 432 139 275 127586 333 812 195 20 93 21 2141 556 1526 116166 1287 12965 81 322
internal_value=0 0.018112 -0.0703664 0.0383488 0.0552453 -0.0148927 0.0850255 -0.0234587 -0.120513 0.123538 -0.07291 0.145939 -0.215364 0.0644418 0.33217 -0.328761 -0.429444 0.624811 -0.687447 -1.16694 -1.70553 -2.41345 -0.239983 0.664263 -0.0157274 -2.92833 0.032233 1.60891 -0.606628 -0.819469 0.121146 0.165742 0.590577 0.690384 0.153543 -0.0162314 -0.277138 -0.252688 -0.635935 -1.1982 0.0910695 -0.444912 0.381896 -0.157511 0.0253603 -0.0389384 0.0255707 0.104045 0.289905 0.6768
internal_weight=0 261452 48668 212784 182441 317969 25107 292862 21608 48623 4977 43646 12964 24454 2626 923 885 174 711 440 340 189 12500 100 271254 163 21828 113 56 151 39496 26949 1144 1703 414 271163 9488 9155 1007 61 271 178 4150 4635 12547 143577 27411 14252 712 403
internal_count=579421 261452 48668 212784 182441 317969 25107 292862 21608 48623 4977 43646 12964 24454 2626 923 885 174 711 440 340 189 12500 100 271254 163 21828 113 56 151 39496 26949 1144 1703 414 271163 9488 9155 1007 61 271 178 4150 4635 12547 143577 27411 14252 712 403
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=51
num_cat=0
split_feature=7 12 3 8 5 7 4 11 3 11 0 4 1 4 0 1 0 6 6 2 2 3 10 9 9 10 0 6 6 4 14 3 3 11 9 7 10 10 9 10 6 2 0 10 3 0 0 3 11 11
split_gain=16015.6 13666.2 13043.3 12232.3 18447.6 13832.4 12369.3 12559.9 13777.3 12294.5 12105.4 11438.9 11314.7 16298.6 11142.9 10459.5 18459.5 11474.4 10229.8 24515 23224.9 34815.7 21404.9 17847.7 15786.2 14168.4 13027.5 28665 22156.9 29970.3 17253.7 17304.8 14280.3 17583.8 13531.8 14497 14220.4 12891.8 13715.7 12702.3 12634.6 26422.7 12484.8 15142 12177.6 11944.4 11682.1 11504.1 11457.3 14449.4
threshold=1.0000000180025095e-35 4.5000000000000009 17.500000000000004 6.5000000000000009 6.5000000000000009 9.5000000000000018 10.500000000000002 0.24190177638453506 42.500000000000007 0.93844696969696983 736.41492919873679 1.5000000000000002 2002.0500350000002 6.5000000000000009 1102.5722025320704 990.43708550000008 486.25391403207004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 17.500000000000004 0.47140522875816998 3.5000000000000004 3.5000000000000004 0.22967032967032971 880.97333003207029 4.5000000000000009 4.5000000000000009 9.5000000000000018 0.12060606060606062 36.500000000000007 32.500000000000007 0.28388278388278393 3.5000000000000004 6.5000000000000009 0.096006144393241177 0.050641025641025648 1.5000000000000002 0.65450928381962881 3.5000000000000004 2.5000000000000004 801.95825003207005 0.1012820512820513 31.500000000000004 675.10688878207009 769.42615503207003 28.500000000000004 0.072299651567944254 0.22792207792207794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 5 15 7 -6 9 14 -11 -3 13 -1 -9 -2 17 -17 20 23 21 -18 26 40 44 47 27 34 30 -30 31 -28 -32 -34 35 -21 48 45 -39 -40 -20 -42 -38 -44 -22 -23 -41 -26 -36 -50
right_child=1 11 -4 -5 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 18 -19 19 22 24 37 -24 -25 25 -27 28 -29 29 -31 32 -33 33 -35 36 -37 42 38 39 46 41 -43 43 -45 -46 -47 -48 -49 49 -51
leaf_value=0.0057530110930865599 -0.14310258493369488 -0.25598362258942176 0.062775885707040818 -0.21544491193243109 0.11986676011795194 -0.66827368813575627 0.69161933656200514 -0.6014847373862704 2.3893874899262477 1.8042138507310304 0.019146005935700879 -0.051448657298231164 -0.12685677716224056 0.16384891290792195 0.15998530522281051 0.062676351107075076 -0.011250932200272686 0.44303385160751879 -0.035129971658200622 0.30076035749877844 -0.10946365070638536 0.49722711299444394 -0.1941834232005665 0.16537105053876516 -0.24416939537047078 -1.1630980511899203 -0.37367455799062299 0.7966640882705357 -2.5310128299962908 0.91760779848943153 -1.0239356537659965 -3.515796617099217 1.2112884934550974 -1.7196688610574473 0.33395825058026918 -1.1506192123038428 -0.33071727170131604 0.047699807759325433 0.16834146270597616 0.10675488132284452 0.035032084807868423 -0.2951030454096002 -1.8865462101422825 0.65006561981694355 1.8635093174874784 -0.031476638668513718 0.53237962037911069 -1.6407004301785493 -0.72747932769707413 0.49103358487367255
leaf_weight=175879 5726 2915 54252 2762 13848 319 346 780 21 40 756 44115 6098 6772 255 1784 81454 1428 126622 4083 1398 458 1806 4212 753 294 106 765 84 36 48 21 186 23 1424 70 1356 6621 9415 926 4267 5614 26 248 32 6376 2124 64 256 157
leaf_count=175879 5726 2915 54252 2762 13848 319 346 780 21 40 756 44115 6098 6772 255 1784 81454 1428 126622 4083 1398 458 1806 4212 753 294 106 765 84 36 48 21 186 23 1424 70 1356 6621 9415 926 4267 5614 26 248 32 6376 2124 64 256 157
internal_value=0 -0.0141298 0.0195619 -0.00600475 -0.00398654 -0.0101645 0.100192 0.0871575 -0.15742 -0.18663 0.108848 -0.0641261 0.00714094 0.0116146 -0.413876 -0.0093877 -0.0064934 0.231777 -0.00942202 -0.0262795 0.0137995 0.0208708 0.119675 -0.0373728 -0.285011 -0.56779 0.183443 0.213123 -0.310345 -1.49643 0.060305 -0.893238 0.531511 0.888743 0.154539 0.276297 0.00868981 0.121814 0.164015 0.225797 -0.0436287 -0.152538 -0.206311 0.409365 -0.0653132 0.00395595 0.403157 -0.353567 0.199463 -0.264267
internal_weight=0 336420 243001 289390 286628 270582 16046 15700 1852 1831 796 47030 188749 182651 1035 270263 264537 3212 261325 151410 109915 107374 10695 140715 2541 1111 8889 8385 504 120 384 127 257 209 7620 4153 3467 25920 19086 12465 136503 9881 1630 274 1430 6834 3050 817 1837 413
internal_count=579421 336420 243001 289390 286628 270582 16046 15700 1852 1831 796 47030 188749 182651 1035 270263 264537 3212 261325 151410 109915 107374 10695 140715 2541 1111 8889 8385 504 120 384 127 257 209 7620 4153 3467 25920 19086 12465 136503 9881 1630 274 1430 6834 3050 817 1837 413
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=51
num_cat=0
split_feature=8 5 4 12 3 3 0 0 7 1 0 3 0 6 9 10 0 8 5 3 4 6 0 13 10 9 0 4 0 0 12 6 10 9 14 14 10 8 3 2 12 13 3 12 13 13 10 10 14 0
split_gain=14989.8 20131.3 16055.9 13917.1 16645.1 12303.2 11657.2 11523 10333.3 10110.7 11113.5 12422.1 9952.73 12923 11729.1 9474.82 9920.38 21017.7 9119.81 8895.43 10952.8 12057.4 12660 12552.7 12113.8 20166 12098.1 11322.5 10670.2 12283.3 15012.2 11352.8 21999.4 12800.9 13464.3 15673.7 12636.9 10512.1 9376.89 12906.1 11376.4 9302.7 9248.49 11516.8 9168.71 9155.34 8810.14 17128.8 19449.7 14313.7
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 15.500000000000002 495.60831503207004 555.28608086540339 3.5000000000000004 2593.3173250000004 1110.4908300320703 34.500000000000007 508.2102350320701 1.0000000180025095e-35 3.5000000000000004 0.96225071225071235 975.99820503207002 4.5000000000000009 17.500000000000004 23.500000000000004 7.5000000000000009 1.5000000000000002 837.92518003206999 0.79705882352941193 1.0000000180025095e-35 3.5000000000000004 823.07804336540346 13.500000000000002 760.88969503207011 1165.0077825320702 7.5000000000000009 7.5000000000000009 0.19139194139194141 3.5000000000000004 0.059714795008912663 0.04819976771196284 0.05634920634920635 7.5000000000000009 27.500000000000004 3.5000000000000004 6.5000000000000009 0.67028985507246386 28.500000000000004 4.5000000000000009 0.67028985507246386 0.22792207792207794 0.19722222222222227 0.059714795008912663 0.19292803970223329 864.42307003207009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 -3 -7 -8 19 -2 11 -11 13 14 -6 18 17 -17 -10 -5 37 22 24 28 25 -22 42 38 -23 30 31 33 -33 34 35 -30 -37 -21 39 -24 41 -40 -27 -44 46 -42 47 48 -36 -50
right_child=2 5 3 8 12 6 7 -9 15 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 23 27 -25 -26 26 -28 -29 29 -31 -32 32 -34 -35 44 36 -38 -39 40 -41 45 -43 43 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.017650181445097793 -0.1798869898055746 0.021563210376708969 -0.043660768328268776 -0.026764701230173788 0.080339561828590728 1.0717592784265679 -0.3359094321150391 0.090595161488726483 -0.13326202239989179 -0.89002431344454447 0.52002103114905562 -3.2900357837677001 0.034976028289545373 0.45552185014850333 -1.1843586415429659 0.27003234078125521 -0.0065720253644113991 2.4114531428163701 1.4181143415601631 0.072471037640634742 0.55272682532941464 0.2792807706848372 -0.011521769976604875 -1.6658770233016604 -0.3763679391544652 -0.36910607389882849 1.3669592857360842 2.0402274274826051 -0.52999332157952039 0.06625326377937546 -0.8758177353244907 3.449711738586426 -0.56686395903428399 0.084120379865273237 -0.61425282242284585 -0.66701292625882413 -3.9531682405471802 -0.28509062298898641 0.31091878712946275 2.4165176770903849 -0.22253385993683047 2.2895091709991298 -3.3980382603903614 -0.3000777805844943 0.98957054605850814 0.98550397913525067 -0.087018131067556265 -0.91270288617577833 1.1911265947488177 -0.03404071134893457
leaf_weight=74940 3260 68876 31821 199811 1022 120 642 47600 13376 157 46 25 87721 1296 79 275 985 55 38 27043 477 662 4457 52 1241 351 36 30 718 2224 318 25 30 1383 550 22 25 848 2404 22 691 24 24 24 65 69 2412 450 119 480
leaf_count=74940 3260 68876 31821 199811 1022 120 642 47600 13376 157 46 25 87721 1296 79 275 985 55 38 27043 477 662 4457 52 1241 351 36 30 718 2224 318 25 30 1383 550 22 25 848 2404 22 691 24 24 24 65 69 2412 450 119 480
internal_value=0 0.0228318 -0.0113308 -0.00938952 0.018515 0.0487084 0.0873679 0.0849193 -0.0223859 -0.224913 -0.868701 -1.2197 0.0404695 0.24151 -0.0104063 -0.103755 0.152407 0.626936 -0.128867 -0.0175354 0.0214721 -0.0362633 0.0413321 -0.116422 -0.173025 0.103673 -0.388737 0.101292 -0.107926 -0.136985 -0.205501 -0.171553 1.25885 -0.184193 -0.260846 -0.645802 -2.41497 0.0615997 0.0937051 0.0004043 0.224789 0.330477 -0.547145 -1.84906 -0.188596 -0.112857 -0.207688 -0.389713 -0.184886 0.209356
internal_weight=0 192178 387243 383755 121939 117238 48362 48242 261816 3488 228 182 90118 2397 1101 14729 1315 330 13414 247087 47276 19385 9850 9535 2153 912 435 7697 9483 8821 6597 6279 55 6224 4841 765 47 27891 7667 4479 3188 2428 399 48 4076 760 4011 1599 1149 599
internal_count=579421 192178 387243 383755 121939 117238 48362 48242 261816 3488 228 182 90118 2397 1101 14729 1315 330 13414 247087 47276 19385 9850 9535 2153 912 435 7697 9483 8821 6597 6279 55 6224 4841 765 47 27891 7667 4479 3188 2428 399 48 4076 760 4011 1599 1149 599
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=51
num_cat=0
split_feature=8 5 3 7 6 0 11 12 12 9 1 11 0 11 0 9 10 1 10 13 14 10 9 13 13 9 11 0 10 13 14 5 12 10 1 11 6 0 1 9 10 5 0 4 0 10 0 10 6 10
split_gain=14221.5 25665.6 13583.6 13430.6 12326.9 15912.4 16254.9 16163.2 12370.9 12097.2 18344.7 13619.4 11372.7 16852 14829.2 20321.5 27514.4 20578.5 15222.4 14809.6 13223.2 13391 13137.2 12646.6 13531.9 11515.7 26172.4 21000 17110.5 13922.2 16511.8 16640.8 11318.4 12005.6 12359.3 11160.5 12100.6 28082.5 17324.5 12417.5 15589.1 11810.2 10751.7 10716 10622 15267.2 10380.9 25912 15164.9 10337.4
threshold=2.5000000000000004 2.5000000000000004 25.500000000000004 2.5000000000000004 1.5000000000000002 748.39401169873679 0.57359307359307377 3.5000000000000004 11.500000000000002 4.5000000000000009 3475.2235900000005 0.075961538461538483 1165.0077825320702 0.32200460829493094 964.0890050320703 2.5000000000000004 0.44281045751633991 2697.3841150000003 0.1126984126984127 0.13100686498855837 0.036375661375661381 0.93440860215053767 1.5000000000000002 0.47913043478260875 0.62678571428571439 3.5000000000000004 0.030776515151515155 1030.5273950320702 0.067424242424242428 0.23166368515205729 0.16064516129032261 4.5000000000000009 3.5000000000000004 0.087595907928388769 3757.3374450000006 0.046536796536796543 1.0000000180025095e-35 614.34713878207003 2002.0500350000002 1.5000000000000002 0.6478537360890303 9.5000000000000018 1041.0348750320702 6.5000000000000009 730.3665416987368 0.29520697167755999 661.35397753207008 0.04083333333333334 3.5000000000000004 0.063508064516129045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 35 -1 5 6 -4 12 -9 -2 43 32 13 14 15 16 17 -7 -17 -19 -16 23 -15 25 -25 27 28 29 -27 30 31 -22 -12 34 -34 36 37 38 49 41 -41 -39 -36 -11 45 -6 47 -38 -49 -3
right_child=9 2 4 -5 44 7 -8 8 -10 10 11 -13 -14 22 20 18 -18 19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 -32 -33 33 -35 42 -37 46 39 -40 40 -42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.0034521546859895276 -0.039155540559187553 0.25210686527303677 -0.3588720244915482 -0.080901222417018137 0.83841381353208844 3.7887997905413311 2.5371084475517272 0.17846343745405516 -0.7481630127172213 0.29277798446516196 2.6226675350015816 -0.074377053648560912 0.017449565566583877 1.1808624684810638 -0.75628267973661423 0.62272584817757026 0.34510638776903829 2.9002811779126976 -0.40149278681386602 0.22963716579335081 0.85903355419635785 0.029895489434806667 -0.79673493722794764 -0.65434243032528516 1.5330856015475898 5.6510719125921085 -0.4306335382461548 0.37828871534680419 2.4117142949785508 2.9713170664264013 0.56943473122082655 4.844562162052501 0.40945685560053047 -0.14215867558463677 4.1282365633891187 -0.036371275577215249 0.48753875718352824 0.04578541117802315 -0.58698437169194217 0.11611822361673446 0.30450186027318671 1.3291106914687489 1.2791354699819177 -0.42196234499874968 0.024423202562736671 -0.14575834265857374 -0.0095490270095365034 0.013729820919321177 0.48889080352172115 -0.063003796595605996
leaf_weight=298375 95064 1157 627 24207 389 48 20 5434 148 636 55 91 454 44 40 259 241 33 330 56 20 98 142 62 52 22 25 159 63 77 96 22 44 61 26 22177 1455 17836 590 18578 5753 72 27 313 10644 265 50342 11588 713 10391
leaf_count=298375 95064 1157 627 24207 389 48 20 5434 148 636 55 91 454 44 40 259 241 33 330 56 20 98 142 62 52 22 25 159 63 77 96 22 44 61 26 22177 1455 17836 590 18578 5753 72 27 313 10644 265 50342 11588 713 10391
internal_value=0 0.0069953 0.0396698 -0.00926404 0.117065 0.20749 -0.269352 0.246419 0.153895 -0.0350868 0.273604 0.94965 0.46685 0.574859 0.673568 0.416128 0.988365 2.11994 0.0488852 1.21988 1.01181 1.11342 -0.328916 1.29099 0.343432 1.51418 2.4136 1.24964 3.25014 1.89404 1.29295 2.94669 1.38715 0.957058 1.64832 0.0287361 0.0409234 0.0756214 -0.0584368 0.114145 0.160661 0.0509451 2.67681 0.0570417 0.0484579 0.439628 0.0114876 0.0884741 0.0412715 -0.0314327
internal_weight=0 483104 160522 322582 19870 8572 647 7925 5582 96317 1253 304 2343 1889 1703 967 378 137 589 89 736 696 186 598 114 484 110 374 85 215 138 42 213 158 97 140652 118475 54377 12138 42239 24331 17908 53 949 11298 654 64098 13756 12301 11548
internal_count=579421 483104 160522 322582 19870 8572 647 7925 5582 96317 1253 304 2343 1889 1703 967 378 137 589 89 736 696 186 598 114 484 110 374 85 215 138 42 213 158 97 140652 118475 54377 12138 42239 24331 17908 53 949 11298 654 64098 13756 12301 11548
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=51
num_cat=0
split_feature=7 12 7 4 3 13 4 1 5 9 0 7 10 14 13 8 7 1 4 14 11 0 8 4 14 10 3 0 0 5 12 7 12 3 0 14 0 7 14 11 1 0 6 4 0 6 3 6 0 3
split_gain=13337.7 11314 11646.9 10175 10154.7 9527.85 11014.2 9429.87 15845.3 12886.4 16702.6 20706.1 18373.8 13217.2 11780.5 11401.2 12852.5 9282.74 12864.7 9127.74 9631.78 9585.5 9070.08 11218.3 9032.14 13685.9 20539.5 10840.9 15561.4 21351.2 12712.4 13134.6 14182.7 12062.3 10333.5 19858.7 10746 10891.1 9440.25 13890.4 9025.85 13508.9 12578.6 8987.67 8736.53 15400 10071 16965.4 9989.78 18645
threshold=1.0000000180025095e-35 3.5000000000000004 7.5000000000000009 10.500000000000002 17.500000000000004 0.79057017543859665 13.500000000000002 3383.3926800000004 1.5000000000000002 4.5000000000000009 1075.5508225320702 2.5000000000000004 0.17752100840336138 0.13714733542319751 0.56904761904761914 1.0000000180025095e-35 1.5000000000000002 2002.0500350000002 6.5000000000000009 0.039230769230769243 0.063508064516129045 1243.5699533654035 3.5000000000000004 7.5000000000000009 0.14907407407407411 0.97467948717948727 41.500000000000007 1035.9671475320704 988.52755753207009 8.5000000000000018 6.5000000000000009 4.5000000000000009 9.5000000000000018 34.500000000000007 1063.5212350320703 0.22792207792207794 1102.5722025320704 2.5000000000000004 0.30495169082125612 0.17519181585677754 990.43708550000008 495.60831503207004 1.0000000180025095e-35 4.5000000000000009 827.94593753207016 9.5000000000000018 27.500000000000004 4.5000000000000009 1057.5680575320705 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 40 17 6 44 22 9 10 11 15 -13 -11 24 16 -9 18 -1 20 21 -4 -3 -24 -10 26 27 28 30 38 -26 32 33 -32 35 -29 37 -36 39 -30 -2 42 -42 -44 45 46 -6 -48 49 -46
right_child=1 2 19 -5 5 -7 -8 8 14 13 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 34 29 -31 31 -33 -34 -35 36 -37 -38 -39 -40 -41 41 -43 43 -45 48 -47 47 -49 -50 -51
leaf_value=0.0057365195824482136 -0.12823778540174496 -0.040725066269659188 -2.9339085311359834 0.23479419391522641 0.0011601760538362783 0.23737369109854434 1.6277836912057617 -0.17370562418814628 0.0053688255933058617 2.781120939688249 -0.027781266498865573 -1.4222871803769879 1.6965760322411858 -0.72626240849494939 1.8832424486811097 -3.7850741097801612 -3.1885381515209494 -0.11447837496523317 0.14619442559558993 -0.30152166361214627 -0.087418812996632345 -0.38691812062805353 -0.11441832182219376 -0.51226097749639299 0.55515404162076487 2.8505371907353401 -1.6867789673805238 -3.1693859866687233 3.1434005001566323 -1.2563584809501966 -0.47143825618376645 2.2013300681114196 1.1983639098349073 -2.5701137219414569 2.502962670455108 0.40361255168914795 0.058811637797319488 -0.16770292589297664 0.36917490252742063 0.16440158128738402 0.018130697955199098 -0.0038221101317057731 0.27000940254627664 0.83754729266149985 0.14353960091276968 2.4747951631546021 -0.78197797504697175 1.0700462450947741 0.021622957128272668 -1.3245237265510121
leaf_weight=175879 5691 72757 45 1801 20112 2749 44 31 4250 22 159 51 30 21 37 38 26 6098 6772 314 37 22 6215 800 763 20 55 28 72 24 161 20 42 33 37 35 1129 26 27 20 2058 237767 1408 348 15394 25 336 58 15447 87
leaf_count=175879 5691 72757 45 1801 20112 2749 44 31 4250 22 159 51 30 21 37 38 26 6098 6772 314 37 22 6215 800 763 20 55 28 72 24 161 20 42 33 37 35 1129 26 27 20 2058 237767 1408 348 15394 25 336 58 15447 87
internal_value=0 -0.0128945 -0.0438621 -0.00203457 0.0178517 0.0559815 0.0462996 -0.04133 0.0686288 -0.56149 -0.770675 -1.44181 -0.267153 1.06821 0.103765 -2.44337 -1.54889 0.00689208 0.0109442 -0.570455 -1.38243 -2.09758 -0.0511953 -0.159789 0.0939988 0.245153 0.224074 0.267557 0.487653 1.46453 0.350564 -0.259209 -0.467729 -0.828429 0.06377 -1.18439 0.129738 1.40078 2.01328 2.49579 -0.0037595 -0.00082713 0.185882 0.382483 0.0449474 -0.0056246 -0.00864861 -0.509345 0.0785187 0.135289
internal_weight=0 336420 87347 249073 243001 54252 51503 86929 7157 378 335 176 81 43 6779 95 57 188749 182651 418 104 67 79772 7015 6742 2492 2472 2417 1162 143 1019 256 236 194 1255 63 1192 63 119 92 247272 241581 3814 1756 51459 20531 20506 394 30928 15481
internal_count=579421 336420 87347 249073 243001 54252 51503 86929 7157 378 335 176 81 43 6779 95 57 188749 182651 418 104 67 79772 7015 6742 2492 2472 2417 1162 143 1019 256 236 194 1255 63 1192 63 119 92 247272 241581 3814 1756 51459 20531 20506 394 30928 15481
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=51
num_cat=0
split_feature=8 5 12 4 8 5 6 10 8 1 0 10 0 14 0 0 14 0 9 0 13 7 14 14 2 4 10 5 3 14 5 10 0 1 13 9 10 3 9 6 1 3 10 10 10 3 7 3 4 1
split_gain=12595.5 15762.3 14087.2 12320.5 10701.1 12686.1 20523.7 17085.3 13922.9 12205.3 22578.3 15622.6 26802.7 19189 13987.4 17873.7 10955.7 11877.7 14829.2 14650.6 14262.5 13568.9 11379.3 12701.8 10577.2 14094.4 14088 13434.1 10503.8 10352 10305.8 10239.7 17267.2 16399.6 12157.1 9992.59 17985.3 19679.9 12124.9 15859 15192.8 11396.7 11269 10373.3 9794.32 9705.93 9696.2 10565.1 10413.4 9871.86
threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 15.500000000000002 12.500000000000002 8.5000000000000018 5.5000000000000009 0.13423423423423428 5.5000000000000009 3475.2235900000005 1176.0554425320704 0.63245614035087727 1051.9390100320704 0.29520697167755999 1025.5466150320701 1069.5963050320704 0.59317129629629639 1041.0348750320702 3.5000000000000004 890.40783836540334 1.0000000180025095e-35 2.5000000000000004 0.3623737373737374 0.19292803970223329 3.5000000000000004 8.5000000000000018 0.43534002229654406 12.500000000000002 37.500000000000007 0.21525096525096529 5.5000000000000009 0.967204301075269 1020.5262783654035 2735.3542650000009 0.11651583710407241 1.5000000000000002 0.82480818414322254 32.500000000000007 2.5000000000000004 1.5000000000000002 2818.4131550000006 26.500000000000004 0.55086206896551737 0.75277777777777788 0.35067567567567576 37.500000000000007 5.5000000000000009 22.500000000000004 6.5000000000000009 3990.9076300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 16 46 24 11 13 45 14 -11 -16 17 19 -19 22 -21 -20 23 -7 25 31 -26 -28 -10 -25 -3 35 33 -33 -34 -9 37 38 39 40 41 -37 -43 -41 -15 -13 47 -2 49 -49
right_child=2 30 -4 -5 -6 6 -8 9 28 10 -12 12 -14 44 15 -17 -18 18 21 20 -22 -23 -24 29 26 -27 27 -29 -30 -31 -32 32 34 -35 -36 36 -38 -39 -40 43 -42 42 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.014891693463896065 -0.013168183592561762 0.039966191578895555 -0.10717662598983713 2.0198265182971955 -1.0851601869191814 -0.19964788935417049 -0.37645531168490459 0.026929329691777467 -0.19578810541123204 3.0446666147112849 0.039347695939096754 0.24416171033843989 2.2640939421123929 1.458173842815792 -1.3175067210197451 2.5683896944440647 0.31883819005820607 -0.0043991501573690892 2.7597524954722479 1.7772689955575125 -0.88308159770436578 -0.26231578886508944 -0.84412126807899746 2.5561379015445711 0.25131114020943646 1.2253629628225422 -0.55055802416909172 -2.8499721535046896 1.2333548726943824 0.50786432302255424 0.27156024072443191 0.26681501345807002 1.2390875130127639 2.9394932015188808 -0.34705840699433343 0.56794224820379169 0.98258274745227947 -1.3143392727869314 0.77037077212950134 -0.35673095461275572 -0.47774799389352324 3.4961199368749352 0.57512433603405955 0.96612495292316791 -1.0208288695414862 -2.006036502785153 -0.17729397736474345 0.088536868108082922 -0.0010647864350728923 -1.5245862179680876
leaf_weight=74940 298125 115284 14475 30 92 321 790 2280 4669 100 306 41 45 34 20 29 556 599 39 21 499 24 143 30 230 141 166 30 52 139 1954 38 78 58 127 450 351 82 378 582 131 28 25 66 30 36 3320 22912 34487 38
leaf_count=74940 298125 115284 14475 30 92 321 790 2280 4669 100 306 41 45 34 20 29 556 599 39 21 499 24 143 30 230 141 166 30 52 139 1954 38 78 58 127 450 351 82 378 582 131 28 25 66 30 36 3320 22912 34487 38
internal_value=0 0.0209291 -0.0103865 -0.00662805 -0.00679115 -0.00652492 0.110471 0.157081 -0.00943469 0.248431 0.660329 1.22755 0.325226 1.74438 2.36644 0.98231 -0.0695404 -0.188515 0.149093 -0.382354 -0.775644 1.60849 -0.0592718 0.169776 0.198054 0.24031 -0.279555 -0.902509 -0.180047 0.871463 0.0438262 0.210594 0.774757 1.88156 0.256451 0.171762 0.329535 0.19795 0.272654 0.125901 0.48148 0.731299 2.11829 -0.221996 0.296141 -0.807879 -0.00719033 -0.00560201 0.03367 0.0858659
internal_weight=0 192178 387243 372768 372738 372646 9043 8253 363603 5882 641 335 122 213 149 49 2371 1815 662 1153 520 63 633 490 5241 4815 426 196 4721 169 117238 4674 301 96 205 4373 2093 1742 1660 1282 634 503 53 648 64 77 358882 355562 57437 22950
internal_count=579421 192178 387243 372768 372738 372646 9043 8253 363603 5882 641 335 122 213 149 49 2371 1815 662 1153 520 63 633 490 5241 4815 426 196 4721 169 117238 4674 301 96 205 4373 2093 1742 1660 1282 634 503 53 648 64 77 358882 355562 57437 22950
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=51
num_cat=0
split_feature=7 14 3 10 0 0 13 13 6 14 10 8 0 12 3 6 6 10 12 0 8 6 6 14 12 1 0 6 1 0 1 9 12 9 10 0 0 5 1 14 10 3 7 10 12 5 5 9 3 13
split_gain=12160.4 12118.8 12081.5 14795.9 12918.5 17407.2 16431.8 13232 13841.1 12941.3 12583.5 11945.7 18535.1 15253.6 12690.2 11938.2 11569 13628.1 15260.6 11459.7 10884.6 12741.2 10490 10412.5 13599.6 13771.9 15741.6 14731 10081.9 14549.2 22190.6 9827.47 9819.57 13864.5 9843.05 20617.7 9668.44 9470.16 9897.69 9384.36 9999.7 8954.72 19264.8 35358.1 11574.9 35411.2 11775.6 9009.4 8801.16 8757.2
threshold=3.5000000000000004 0.10435571687840291 26.500000000000004 0.17445652173913045 806.8070833654034 993.19139336540354 0.20256410256410259 0.1856158484065461 5.5000000000000009 0.93844696969696983 0.33771929824561409 2.5000000000000004 1176.0554425320704 7.5000000000000009 38.500000000000007 1.5000000000000002 1.5000000000000002 0.5270467836257311 7.5000000000000009 809.05071169873679 7.5000000000000009 1.0000000180025095e-35 9.5000000000000018 0.19292803970223329 2.5000000000000004 2970.4994950000005 942.50007253207002 2.5000000000000004 857.45573300000012 414.71305928207005 1046.5740349999999 5.5000000000000009 13.500000000000002 3.5000000000000004 0.42206477732793529 993.19139336540354 696.34492503207014 3.5000000000000004 3585.7070200000003 0.10762548262548265 0.39009661835748799 29.500000000000004 1.0000000180025095e-35 0.44281045751633991 2.5000000000000004 6.5000000000000009 6.5000000000000009 2.5000000000000004 43.500000000000007 0.16064516129032261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 32 22 11 10 6 7 8 9 39 15 13 20 14 31 -5 17 18 41 -15 23 -22 28 24 25 -13 27 -27 -3 30 -30 -4 48 34 -34 -36 -24 -10 -39 40 -6 42 43 -7 45 -43 -46 -44 -1 -12
right_child=-2 2 3 4 5 16 -8 -9 37 -11 49 12 -14 19 -16 -17 -18 -19 -20 -21 21 -23 36 -25 -26 26 -28 -29 29 -31 -32 -33 33 -35 35 -37 -38 38 -40 -41 -42 44 47 -45 46 -47 -48 -49 -50 -51
leaf_value=-0.026333657835030735 -0.064450284246512987 -0.20358007082478072 0.12488107604150137 -0.39483521397263682 -0.17138831977333344 0.7225837135486104 0.6865184192349536 -1.2972849064373546 0.78757866717673641 2.8795799398422242 -0.021515193505924006 0.30131441785229579 0.41553007696426847 -2.0304182218653817 2.0912847731043311 0.62950224999995796 0.010940472982962831 0.086735888840515876 -0.61998132284392016 -0.29105653989905672 1.1715660188509072 -1.3630879268464116 2.8183085773302161 -0.051442081547551602 -0.30182111658119132 -1.1685991320014002 -0.73437651832401762 -4.6963625731653185 3.5914547602335611 0.0069742083875171806 0.30911553118443891 1.1658024905670075 -0.98834566280486136 -3.0699643151326614 3.0417574470693416 -0.54519208740379854 0.49823327137202755 -0.51174669252928873 -2.5506918035447601 0.26401789706847706 2.157370811700821 -0.43880518958682108 -0.23415210819733678 5.1396700719992321 1.7226192248706846 4.993447779757636 0.041706613190472128 0.70466239230993855 1.9300487580506698 -0.64161277440311515
leaf_weight=104661 27867 2266 3667 171 28 74 1245 56 37 20 453 36 519 42 34 340 3833 1136 88 386 23 144 23 2033 962 20 50 29 21 424848 1073 93 124 22 22 59 82 93 32 1525 54 21 201 24 87 28 80 208 23 458
leaf_count=104661 27867 2266 3667 171 28 74 1245 56 37 20 453 36 519 42 34 340 3833 1136 88 386 23 144 23 2033 962 20 50 29 21 424848 1073 93 124 22 22 59 82 93 32 1525 54 21 201 24 87 28 80 208 23 458
internal_value=0 0.00325632 0.0104403 0.0899427 0.169342 0.2142 0.405797 0.216366 0.263747 0.351517 -0.110472 -0.011721 -0.13995 0.104177 0.168019 0.28672 0.111772 0.310276 0.623398 -0.461742 -0.227392 -1.014 0.00703795 -0.185422 -0.433719 -1.37361 -1.98268 -3.25646 0.00679288 0.00791206 0.372122 0.150627 -0.0273285 -0.684325 -0.428305 0.429041 1.00644 -0.617742 -1.03372 0.320054 1.36218 0.774737 0.545027 1.80432 1.31392 2.66534 0.917392 0.243289 -0.0259038 -0.333266
internal_weight=0 551554 446643 18330 10292 8870 3090 1845 1789 1627 1422 8038 3816 4222 3794 511 5780 1947 811 428 3297 167 428313 3130 1097 135 99 49 428208 425942 1094 3760 104911 227 205 81 105 162 125 1607 82 723 507 98 216 49 167 409 104684 911
internal_count=579421 551554 446643 18330 10292 8870 3090 1845 1789 1627 1422 8038 3816 4222 3794 511 5780 1947 811 428 3297 167 428313 3130 1097 135 99 49 428208 425942 1094 3760 104911 227 205 81 105 162 125 1607 82 723 507 98 216 49 167 409 104684 911
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=51
num_cat=0
split_feature=6 0 1 11 2 0 2 2 0 6 2 1 10 9 10 14 12 11 10 9 0 6 0 3 0 9 10 12 10 13 14 11 13 0 13 5 4 13 14 9 0 13 9 14 5 12 3 7 10 14
split_gain=11839.3 33459 34615 26212.9 19893.9 25714.4 21100.9 18016.9 27905 18181.2 23695.3 19005.1 17073.8 17912.5 22650.8 22115.6 17060.7 16956.7 20604.1 27377 16643.9 17538.4 35803.1 18880.3 20584.3 45023.5 31765.2 32995.7 21202.2 22236.6 33417.9 25555.4 31765 19966.4 19013.5 17819.1 18752.9 21279.2 25482.7 23582.1 20197.8 18677.8 18439.2 22838.7 32741.2 17288.9 16224.1 15898.3 15347.4 15211.6
threshold=1.0000000180025095e-35 585.34972753207001 1252.60679 0.13423423423423428 2.5000000000000004 795.43170253206983 3.5000000000000004 3.5000000000000004 518.73793503207014 4.5000000000000009 2.5000000000000004 3305.7150050000014 0.15504807692307696 3.5000000000000004 0.03509852216748769 0.032795698924731186 4.5000000000000009 0.24190177638453506 0.075961538461538483 3.5000000000000004 1144.5916150320702 4.5000000000000009 856.39868169873671 42.500000000000007 1020.5262783654035 3.5000000000000004 0.37668918918918926 4.5000000000000009 0.14495798319327732 0.21807065217391305 0.18834459459459463 0.046536796536796543 0.074537037037037054 1046.2061533654035 0.25265957446808512 16.500000000000004 9.5000000000000018 0.21807065217391305 0.71651785714285732 3.5000000000000004 1041.0348750320702 0.077935222672064791 2.5000000000000004 0.059714795008912663 8.5000000000000018 6.5000000000000009 36.500000000000007 7.5000000000000009 0.12660256410256412 0.10762548262548265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 16 6 -6 9 -9 -2 -11 47 13 15 -15 -7 -3 18 -4 -20 21 23 -23 24 -10 26 -26 -28 29 30 31 32 -27 -31 -25 36 37 38 39 42 46 -41 -24 44 -44 -45 -38 -12 -8 -16
right_child=7 3 17 -5 5 12 48 8 20 10 11 -13 -14 14 49 -17 -18 -19 19 -21 -22 22 35 34 25 28 27 -29 -30 33 -32 -33 -34 -35 -36 -37 40 -39 -40 41 -42 -43 43 45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0027816422251155156 -0.015249440627228132 0.043441580210086567 0.036736386767352157 -0.053275575164747895 0.096351766039082243 1.1771989864033106 0.046000006170938218 0.62280507634067483 0.033634903639233327 0.061074709991783008 -0.31663380354849285 0.10960736738431343 0.33090047629153274 0.10179423499036933 0.023877375178477347 -0.14142789293096941 -0.080199794152452708 -0.70487136239842385 -0.18460427342619556 -0.86816018183149013 -2.1003015432092882 0.56864792951644005 -0.30182778901524016 2.9348933921618894 -1.9100191846609116 -0.15974617464975879 -2.9717662147853687 1.42656606760892 1.8726292871151653 -0.52184885978698736 1.6997534595271375 -0.29651897932801929 -5.0958593528717762 3.6808356404304505 -0.39853800588420463 1.9406692865732555 0.51273830963893696 0.33325919158318462 -3.7043301773071295 1.6872413158533164 -0.89193039292044818 -0.93809818739586692 -1.90649691598756 -3.1911357764193888 3.0880705243065245 -0.82928705526434854 3.0048119898249466 -1.5366200550980524 -0.36348941649009864 1.4672150483768043
leaf_weight=44182 282873 121782 4235 28542 23142 134 1802 876 20879 3417 5333 1130 7340 804 102 2503 12286 576 11287 618 36 1693 162 44 250 22 23 66 70 20 47 84 32 26 28 37 72 204 30 64 57 47 35 95 21 46 41 109 1860 257
leaf_count=44182 282873 121782 4235 28542 23142 134 1802 876 20879 3417 5333 1130 7340 804 102 2503 12286 576 11287 618 36 1693 162 44 250 22 23 66 70 20 47 84 32 26 28 37 72 204 30 64 57 47 35 95 21 46 41 109 1860 257
internal_value=0 0.0157638 -0.0491556 0.0354765 0.0502032 0.114128 0.0610571 -0.0129619 0.0683363 -0.0199316 -0.152523 -0.263579 0.241823 0.0697639 0.396692 -0.0744214 0.0321111 -0.171726 -0.1527 -0.220088 0.0482912 0.0514881 0.296647 0.0219205 0.0165114 -0.542116 -1.33245 0.289918 0.347999 -0.11401 -0.603249 -1.38761 -3.08485 1.85358 1.63856 -0.208839 -0.299836 -0.527459 -0.878632 -0.698269 0.642791 0.575611 -1.09214 -1.74205 -0.0335341 -2.4206 1.41694 -0.341069 -0.161988 1.05713
internal_weight=0 261452 60898 200554 172012 37944 26804 317969 25107 292862 9989 6572 11140 3800 1163 2637 134068 16716 16140 11905 24231 24195 2604 21591 21519 640 339 89 301 231 185 138 54 46 72 911 874 704 500 470 170 111 359 197 56 141 113 5442 3662 359
internal_count=579421 261452 60898 200554 172012 37944 26804 317969 25107 292862 9989 6572 11140 3800 1163 2637 134068 16716 16140 11905 24231 24195 2604 21591 21519 640 339 89 301 231 185 138 54 46 72 911 874 704 500 470 170 111 359 197 56 141 113 5442 3662 359
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=51
num_cat=0
split_feature=7 5 3 8 3 10 0 9 4 6 9 0 9 10 6 2 14 9 2 1 10 5 2 6 13 13 3 0 6 5 6 0 2 0 6 0 10 4 5 7 12 14 1 14 10 3 7 14 13 14
split_gain=11557.2 11067 11178.1 10035 16665.2 9930.71 16375.8 18863.6 15302 14418.1 12054.9 10868.6 10036.8 22362.6 22890.4 21921.8 21732.3 18248 46921.3 16814.9 16727.6 14899.4 17659.9 14522.7 13719 13450 13392.4 13181.3 13160.8 13078.8 12974.1 12713.5 12889.4 16346.2 12397.7 26886 11847 11776.4 15529.4 13134.8 10776.5 14508.7 12633.1 12213.3 11795.8 10300.8 12471 10261.3 11634.6 9694.15
threshold=1.5000000000000002 5.5000000000000009 38.500000000000007 1.5000000000000002 21.500000000000004 0.24695121951219515 708.37178419873669 4.5000000000000009 2.5000000000000004 4.5000000000000009 1.5000000000000002 606.31340336540336 1.5000000000000002 0.75277777777777788 4.5000000000000009 2.5000000000000004 0.04819976771196284 2.5000000000000004 2.5000000000000004 3069.4597500000004 0.37668918918918926 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.63211600429645554 0.046536796536796543 23.500000000000004 1002.03221753207 4.5000000000000009 6.5000000000000009 1.5000000000000002 760.88969503207011 2.5000000000000004 1002.03221753207 3.5000000000000004 1011.41585003207 0.57979626485568769 7.5000000000000009 5.5000000000000009 2.5000000000000004 8.5000000000000018 0.16064516129032261 3757.3374450000006 0.087595907928388769 0.43534002229654406 37.500000000000007 3.5000000000000004 0.42678571428571432 0.37668918918918926 0.44590643274853808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 10 -2 -9 -8 -7 15 17 19 -13 25 18 -14 21 23 -15 -23 26 -21 -17 -20 37 29 30 -18 -19 -33 45 36 -36 40 38 -28 -40 41 42 -35 -44 -42 46 49 48 -31 -34
right_child=5 -3 -4 -5 -6 11 7 9 -10 -11 -12 12 13 14 -16 16 28 31 20 24 -22 22 -24 -25 -26 -27 27 -29 -30 47 -32 32 33 34 35 -37 -38 -39 39 -41 44 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0082598781883315223 -0.16594667321298162 0.067596611714265231 -1.9590674595586188 -0.02116781487507724 0.11183558383645142 -0.094520652285814299 0.043870993443495453 0.19109530628715854 0.08482029057236784 1.6060868061686819 -0.12274465146466969 -0.058365320257691103 0.095511524581755325 0.17945104050977534 -0.47012556677824524 -0.99938868405737091 0.27914637132502967 -0.038437766545593166 0.12910951915596211 -0.34372929375592493 -0.26252841568190405 0.55284925283336905 -0.87928114081422493 -0.099989692769661229 1.5609283424168827 -0.11257920195558579 -0.14689758632142666 -0.5392347667562335 -0.22228306378774965 0.52920982046554721 -0.043467528340029628 -0.024359129767228264 0.15435084236987459 1.1839940581248518 3.384256742114113 -0.35228632542079896 0.068647076307724306 2.7671113869891717 0.37758037090301516 3.7862787521802463 0.76758689058238072 0.59503097723634635 1.2367910769677932 3.9276342275980358 -2.3892172312736513 1.5971761975288392 -0.16867817802405038 0.87663486116192846 -0.2426159094762651 0.58176698184687725
leaf_weight=265975 3065 29558 29 111084 16498 11788 4958 1372 11808 76 34974 36762 11531 5888 511 233 3111 3828 420 693 8416 1989 90 2300 40 643 59 38 737 668 2080 2083 2355 285 21 232 208 52 20 26 29 397 31 37 20 50 925 467 276 685
leaf_count=265975 3065 29558 29 111084 16498 11788 4958 1372 11808 76 34974 36762 11531 5888 511 233 3111 3828 420 693 8416 1989 90 2300 40 643 59 38 737 668 2080 2083 2355 285 21 232 208 52 20 26 29 397 31 37 20 50 925 467 276 685
internal_value=0 0.00858286 0.00415098 0.00429564 0.0143093 -0.0232394 -0.0568535 -0.0892004 0.0331427 0.265363 -0.102057 -0.004335 0.00771346 0.0421034 0.180337 -0.0253628 0.122323 0.00470691 -0.0465016 0.218543 -0.191021 0.260712 0.490852 0.0154293 -0.239792 -0.348454 0.447078 1.13193 0.178516 0.223258 0.149877 0.109367 0.186263 0.269433 0.583668 -0.0421385 0.740897 1.53642 0.926932 2.30424 0.9159 1.00977 1.47621 2.70093 -0.520905 0.170819 0.152832 0.493224 0.303549 0.25066
internal_weight=0 423144 393586 393557 282473 156277 56253 41380 14873 1448 39932 100024 88236 43259 9211 44977 8215 34048 22862 8700 11331 7967 2079 2915 733 876 615 195 7339 6602 5191 11186 7358 5275 1260 253 1007 157 105 46 799 750 353 68 49 4015 3965 1411 944 3040
internal_count=579421 423144 393586 393557 282473 156277 56253 41380 14873 1448 39932 100024 88236 43259 9211 44977 8215 34048 22862 8700 11331 7967 2079 2915 733 876 615 195 7339 6602 5191 11186 7358 5275 1260 253 1007 157 105 46 799 750 353 68 49 4015 3965 1411 944 3040
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=51
num_cat=0
split_feature=8 5 7 14 8 5 8 6 0 1 11 11 2 6 6 2 12 0 1 11 11 5 0 10 10 7 13 0 5 5 0 7 13 13 13 3 10 11 1 0 10 0 9 11 14 1 6 6 12 1
split_gain=12320.2 19583.3 14116.4 12190.2 11453.7 10159.8 18083.3 16686.5 10128 10035.1 9105.59 10678.2 10178.8 22507.9 17763.3 14537.2 9576.3 21682.7 9067.6 9035.21 11931.3 10582.6 10148.1 8706.8 9201.98 8577.62 8554.21 8518.28 8788.23 8253.78 8268.24 11486.6 10062 7996.08 10149.9 16563.6 8996.35 12991.7 14624.6 11891 11022.6 20657.8 15103.1 10531.8 9428.17 22696.5 9402.63 9750.33 9204.33 21972.1
threshold=3.5000000000000004 3.5000000000000004 6.5000000000000009 0.10762548262548265 2.5000000000000004 11.500000000000002 8.5000000000000018 7.5000000000000009 1228.1295425320702 2865.2936050000003 0.16064516129032261 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 1118.5409650320703 3585.7070200000003 0.36939571150097467 0.94201680672268917 6.5000000000000009 1176.0554425320704 0.70710784313725505 0.050641025641025648 2.5000000000000004 0.15504807692307696 1165.0077825320702 6.5000000000000009 16.500000000000004 908.49508003207006 4.5000000000000009 0.067424242424242428 0.77346041055718484 1.0000000180025095e-35 36.500000000000007 0.82480818414322254 0.12660256410256412 3105.9957700000004 869.95145253207011 0.9104278074866311 1088.5892550320702 2.5000000000000004 0.1012820512820513 0.029857397504456332 3990.9076300000002 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 3383.3926800000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 -5 -2 7 10 -9 -4 11 12 14 23 15 -7 18 -18 -12 21 27 -3 33 24 -14 -6 -1 28 -21 30 -17 32 -32 34 35 -23 37 43 -39 -40 41 42 -38 44 45 -36 -41 -48 -46 -50
right_child=5 19 9 4 25 6 -8 8 -10 -11 16 -13 13 -15 -16 29 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 36 -37 40 38 39 46 -42 -43 -44 -45 48 -47 47 -49 49 -51
leaf_value=-0.080340253261379307 -0.060348937358963996 0.038835883323514286 -0.25350798283259762 0.0067826522970079184 -0.06476893488197133 0.40795773272356484 -0.23253530785689339 -2.3806380258873108 0.48799084365367895 -1.1629927443051844 -0.11334777081056553 2.6148979476519996 -1.8446863446916855 3.0141807919456847 0.27054403267001609 2.631214349610465 -2.9961797515551254 1.193414322535197 2.263914415914388 -0.1034351301796914 0.11465872099174607 0.36360396329200884 -0.079938707583018923 -1.6268992978593577 0.49850975867495484 -0.3544906519933082 -0.01321334350045999 0.19141796535948427 -0.46192910639996793 3.6260895729064941 -0.16627058296099953 -0.96518406186785022 2.2625843972870796 0.38947246248825673 -0.21609402048151669 2.4689707658229731 0.7440881931074399 0.04983352381721079 2.7835439319793998 -0.60930432285581315 0.17127000628506309 3.1298343743471539 -1.8790111500148972 -1.3806933338272163 -0.028615585372249681 -3.900619561331613 1.9519621947105383 -0.20748199939727785 -0.43881311424791003 2.0232072261058622
leaf_weight=31970 42152 93081 833 327196 11350 101 601 32 20 142 68 28 21 21 289 56 30 21 21 6903 3469 893 1749 46 83 1123 46736 869 759 24 23 21 66 1556 82 39 257 249 39 35 2317 34 24 58 3669 21 69 30 73 72
leaf_count=31970 42152 93081 833 327196 11350 101 601 32 20 142 68 28 21 21 289 56 30 21 21 6903 3469 893 1749 46 83 1123 46736 869 759 24 23 21 66 1556 82 39 257 249 39 35 2317 34 24 58 3669 21 69 30 73 72
internal_value=0 0.00416593 -0.00590509 -0.00501937 0.00319734 -0.05104 0.198572 0.465405 -1.27732 -0.385966 0.564014 0.697456 0.625967 -0.0520566 0.825867 1.37737 -0.178494 -1.27105 0.447579 0.0404649 -0.0417103 0.0499151 0.141453 -0.48133 0.0253644 -0.0908539 -0.04048 -0.105295 -0.138948 1.89269 1.64208 1.13852 1.6349 0.18214 0.141616 0.451704 0.1005 0.0129716 0.540526 1.24678 0.246725 0.801742 0.520051 -0.0430355 -0.0232284 -0.967308 0.799517 1.29759 0.00226717 0.783707
internal_weight=0 535697 419350 418375 339669 43724 1572 971 52 975 919 779 751 171 580 291 140 51 89 116347 12000 104347 11266 150 104 12473 78706 8531 7662 190 166 110 89 9517 7961 932 7029 4397 422 173 2632 315 281 3975 3917 103 134 99 3814 145
internal_count=579421 535697 419350 418375 339669 43724 1572 971 52 975 919 779 751 171 580 291 140 51 89 116347 12000 104347 11266 150 104 12473 78706 8531 7662 190 166 110 89 9517 7961 932 7029 4397 422 173 2632 315 281 3975 3917 103 134 99 3814 145
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=51
num_cat=0
split_feature=8 5 3 6 5 0 4 5 4 8 0 1 3 9 4 0 13 3 14 13 1 2 10 12 7 10 1 2 0 14 14 12 0 14 9 1 13 11 3 3 3 13 0 9 6 11 0 14 1 10
split_gain=10176.6 20402 12699.2 10517.1 22183.4 14301.1 15658.8 13623.6 15227.6 13935.8 13155.6 15163.2 11579.6 15494.3 10264.5 10085.8 9943.27 9734.35 9725.27 9434.32 20847 9312.79 11602.2 13720 11517.7 9243.54 12508.4 17158.5 18621.5 14509.2 12432.2 12163.5 10801.3 15881.5 17885.5 26563.5 29652.9 24388.7 14999.1 13868.6 13823.5 16416.7 12001.1 11640.8 11970 11423.5 14966.1 10889.9 12795.3 11774.4
threshold=1.5000000000000002 1.5000000000000002 15.500000000000002 2.5000000000000004 18.500000000000004 635.82072753207001 3.5000000000000004 4.5000000000000009 14.500000000000002 4.5000000000000009 1403.2040600320704 3069.4597500000004 35.500000000000007 4.5000000000000009 10.500000000000002 1025.5466150320701 0.1012820512820513 45.500000000000007 0.43826219512195125 0.60303030303030314 2889.3091150000005 2.5000000000000004 0.96824596774193561 1.5000000000000002 9.5000000000000018 0.19722222222222227 2970.4994950000005 3.5000000000000004 663.38198003207015 0.55718954248366026 0.76568627450980398 9.5000000000000018 1102.5722025320704 0.28062500000000007 4.5000000000000009 3757.3374450000006 0.24068965517241384 0.11651583710407241 36.500000000000007 37.500000000000007 28.500000000000004 0.18065268065268067 988.52755753207009 3.5000000000000004 3.5000000000000004 0.059714795008912663 896.11410003207016 0.11237373737373739 3383.3926800000004 0.053342816500711245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -5 -2 9 12 16 -12 19 -14 15 -15 17 -7 -4 -9 -21 -20 24 -24 -23 26 27 -18 29 -29 -30 -27 33 34 35 40 37 -37 -35 -38 42 45 43 44 -28 46 -42 -43 -49 -50
right_child=3 2 18 5 -6 10 -8 8 -10 -11 11 -13 13 14 -16 -17 25 -19 21 20 -22 22 23 -25 -26 31 32 28 30 -31 -32 -33 -34 38 -36 36 39 -39 -40 -41 41 47 -44 -45 -46 -47 -48 48 49 -51
leaf_value=-0.012015439911869541 -0.029782057953503378 0.0042528751627827262 0.041452295993013144 -0.026472466173883394 2.3760559568706996 -0.19164446448746161 0.5565962776864265 0.026489416472315421 2.7875489535927773 -0.057435652929843053 -0.03486543991371413 0.82463518820068049 0.27626797456752222 0.70906863849271429 0.16184865136941273 3.3868523333317193 -0.14009324716708427 -2.2980275739323011 0.053212194365497838 0.10993428644336789 0.88815906412256129 0.18074027472147419 0.2584845137493364 3.5701940135522321 -1.7495389229828313 -0.019596690974619812 -1.3163394723334578 -0.14033247247338296 0.53163402147634686 -3.1716932978853585 2.0212843854035905 1.9325592007488013 0.063493364394366078 -0.1780893061179798 0.65870833658509786 -4.2287505403161054 -2.036607282691532 -1.0563282576891093 1.8020197317004205 0.51671384206184978 2.6782625023708788 -0.15017044084083478 -0.50328386094450028 -0.51070449579329724 -3.6911967375061732 -0.39073898865626411 0.0079167271532663477 -0.60645209224554752 -3.4050880370040737 -0.62500815582275393
leaf_weight=200328 113074 76764 75826 1266 39 8015 724 37482 20 14625 543 330 602 22 30 39 3617 22 11402 8360 359 10883 29 22 31 12382 41 75 342 20 67 32 455 429 90 64 36 39 42 52 43 236 129 42 44 65 41 137 39 25
leaf_count=200328 113074 76764 75826 1266 39 8015 724 37482 20 14625 543 330 602 22 30 39 3617 22 11402 8360 359 10883 29 22 31 12382 41 75 342 20 67 32 455 429 90 64 36 39 42 52 43 236 129 42 44 65 41 137 39 25
internal_value=0 0.00977424 0.0347237 -0.017969 -0.00864304 -0.0732127 0.185659 -0.00917566 0.0286873 0.0277904 -0.0919497 0.290032 0.0543701 0.460109 1.67629 2.42109 -0.104476 -0.19741 0.0585448 0.0482842 0.141977 0.11649 0.182289 1.68707 0.175258 -0.0642851 -0.164323 -0.0639241 0.48271 -0.778514 0.77566 -0.0145646 -0.366247 -0.488914 -0.693334 -0.81113 -1.87584 -3.02754 -0.00151907 -0.527827 -0.56961 -0.301802 -1.18264 -1.87269 -2.54568 0.604643 1.37488 -0.610865 -1.15178 -2.31912
internal_weight=0 375285 174957 204136 174652 29484 1990 174613 61539 61519 27494 873 46894 693 91 61 26621 8037 98193 46201 8719 22367 10965 51 10914 18584 6170 4121 504 95 409 12414 2049 1594 1123 1033 191 103 471 88 842 586 256 127 85 149 84 437 201 64
internal_count=579421 375285 174957 204136 174652 29484 1990 174613 61539 61519 27494 873 46894 693 91 61 26621 8037 98193 46201 8719 22367 10965 51 10914 18584 6170 4121 504 95 409 12414 2049 1594 1123 1033 191 103 471 88 842 586 256 127 85 149 84 437 201 64
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=51
num_cat=0
split_feature=7 4 13 3 1 0 4 14 14 3 10 7 6 2 11 1 1 3 0 6 14 5 10 11 4 0 0 0 0 5 13 14 9 0 13 5 6 14 5 7 10 4 1 10 14 12 9 5 10 14
split_gain=10641.2 9718.81 8729.92 8325.95 12514.6 12362.8 10847.5 11199.1 14780 9556.67 9137.31 8269.52 7695.67 16632.4 7441.01 7297.09 8800.41 7065.35 9365.62 9976.55 24422.3 15981.7 10668.1 20566.1 19312.6 18024.1 22880 15577 25178.4 21403 14235.5 28296.9 14933.8 20635.1 26017.4 32307.2 18529 14868 26854.4 14038.4 18651.7 19893.3 15944.2 11632 16616 15740.3 11456.1 16258.4 13387.4 11092.9
threshold=1.0000000180025095e-35 1.5000000000000002 0.60303030303030314 13.500000000000002 1525.7882200000001 518.73793503207014 5.5000000000000009 0.29864864864864871 0.15075757575757578 12.500000000000002 0.77346041055718484 9.5000000000000018 1.0000000180025095e-35 2.5000000000000004 0.080540540540540564 2194.0559150000004 1037.4910300000004 32.500000000000007 1362.6909100320706 2.5000000000000004 0.69397993311036799 8.5000000000000018 0.38548951048951058 0.13714733542319751 12.500000000000002 1165.0077825320702 911.92921503207015 1035.9671475320704 1002.03221753207 6.5000000000000009 0.16064516129032261 0.38956639566395673 4.5000000000000009 942.50007253207002 0.080540540540540564 3.5000000000000004 3.5000000000000004 0.17445652173913045 8.5000000000000018 3.5000000000000004 0.12660256410256412 7.5000000000000009 3990.9076300000002 0.084523809523809543 0.12060606060606062 3.5000000000000004 3.5000000000000004 10.500000000000002 0.75277777777777788 0.1012820512820513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 17 4 6 -6 7 8 -1 -7 12 -4 -9 -14 -10 16 -2 -3 19 20 -19 -22 23 24 25 26 43 28 46 -30 32 37 33 36 35 -35 -28 38 49 40 41 -37 -41 44 -21 -46 47 -24 -49 -32
right_child=1 2 11 -5 5 9 -8 10 14 -11 -12 -13 13 -15 -16 -17 -18 18 -20 22 21 -23 27 -25 -26 -27 30 -29 29 -31 31 -33 -34 34 -36 39 -38 -39 -40 42 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-0.020970231019905979 -0.29671722313464854 -0.018573577859125789 0.027683084916975055 0.034750606713280764 -0.47150202925552681 -0.26519316673498178 0.15050324271758178 -0.023375942934722865 0.11983133778685046 -0.030215816749369424 -0.061284765037044747 -0.62453818660516003 0.038360676988578535 0.43184898201019195 -0.067669809104403192 -0.26897577050395416 -0.036344390621150628 0.13419522092292496 0.49799353840768223 -2.72131292453179 0.42228374165647176 3.4066106081008911 0.86394260586603844 0.30087056028299802 1.0962934652964273 0.097983741318899864 -0.99533281601392309 -0.087604097150677587 4.9177716752757199 1.1534668654203415 -1.562899146330984 2.2897276899393866 0.20470228969005119 2.2770397201290025 -2.3177252677193394 2.6093139227231346 -4.3769911034162652 -2.2172108045646124 2.0840971853997972 -0.67037771976355354 -1.7346754149595895 -0.83542039017928271 -3.7559969528633008 0.98571604776139177 -1.3946594572836355 1.6793926965859201 -1.7896539869407815 0.64303789315400306 -2.3805095203220845 0.51966192177363801
leaf_weight=19326 1441 250110 62897 119580 814 2076 5149 19818 19315 10410 32688 195 10248 1200 2377 1933 13091 3078 508 26 34 38 230 535 78 341 26 824 23 44 95 34 57 34 135 30 43 56 36 33 60 38 34 98 31 36 24 27 32 35
leaf_count=19326 1441 250110 62897 119580 814 2076 5149 19818 19315 10410 32688 195 10248 1200 2377 1933 13091 3078 508 26 34 38 230 535 78 341 26 824 23 44 95 34 57 34 135 30 43 56 36 33 60 38 34 98 31 36 24 27 32 35
internal_value=0 -0.0115176 -0.0076619 0.0159454 -0.00227458 -0.0939015 0.00879178 0.00184067 0.0426257 -0.0692846 -0.0243175 0.0256672 0.014331 0.0796068 0.099285 -0.086443 -0.0621631 -0.0158484 0.0850846 0.0514965 0.176782 1.99735 -0.0760148 -0.224158 -0.431304 -0.524537 -0.75109 0.156658 0.686321 2.44569 -1.00113 -0.396769 -1.31687 -1.51717 -1.21661 -0.567485 -3.10274 -0.808214 -0.33289 -1.06345 -0.449587 0.684315 -2.23621 0.225496 -0.575596 0.25707 0.309715 0.484057 -0.996852 -1.00221
internal_weight=0 336420 319955 243001 123421 13300 110121 104972 41018 12486 63954 63092 31266 11448 21692 16465 14532 256863 6753 6245 3150 72 3095 1891 1356 1278 937 1204 380 67 746 256 490 433 364 229 69 222 166 195 128 68 67 191 93 67 313 289 59 130
internal_count=579421 336420 319955 243001 123421 13300 110121 104972 41018 12486 63954 63092 31266 11448 21692 16465 14532 256863 6753 6245 3150 72 3095 1891 1356 1278 937 1204 380 67 746 256 490 433 364 229 69 222 166 195 128 68 67 191 93 67 313 289 59 130
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=51
num_cat=0
split_feature=8 5 4 12 3 3 0 1 8 3 13 13 7 1 10 10 3 14 0 1 12 8 5 0 7 7 1 3 3 14 13 4 14 14 14 10 0 8 1 3 7 13 7 14 8 7 7 0 7 3
split_gain=10204.3 11827.1 11593.2 10058.7 8633.64 8226.76 7719.01 10142.5 7716.21 13151.1 12417.3 7744.88 8314.5 7550.36 7499.12 8355.76 7331.84 9534.56 7266.09 7475.9 7149.65 6893.32 9744.07 8982.89 8088.79 11113.3 9190.06 10362.7 9189.67 9332.21 8828.44 12445 12625.7 10017.2 8844.58 8109.76 7192.23 7047.93 8800.78 17154.2 11140.9 12396.7 12041.4 17758.8 9672.82 8548.5 7554.62 7035.97 6925.1 12315.3
threshold=1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 10.500000000000002 18.500000000000004 1462.7090825320704 3148.0373600000007 7.5000000000000009 43.500000000000007 0.084523809523809543 0.20942982456140355 2.5000000000000004 1252.60679 0.71240601503759404 0.55086206896551737 37.500000000000007 0.17445652173913045 602.30456753207011 2108.9910100000002 17.500000000000004 11.500000000000002 9.5000000000000018 1176.0554425320704 6.5000000000000009 4.5000000000000009 3247.4275200000006 42.500000000000007 28.500000000000004 0.42678571428571432 0.17445652173913045 6.5000000000000009 0.53033088235294124 0.25265957446808512 0.57979626485568769 0.053342816500711245 971.95500003207007 4.5000000000000009 3990.9076300000002 33.500000000000007 4.5000000000000009 0.89564428312159727 2.5000000000000004 0.30495169082125612 3.5000000000000004 7.5000000000000009 13.500000000000002 1035.9671475320704 2.5000000000000004 37.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 13 -2 8 -8 9 20 -11 -10 -13 14 15 -4 17 -14 19 -3 -5 22 37 24 25 26 -24 30 -26 -30 34 36 33 -33 -28 -27 -32 38 39 46 42 45 -41 -44 -45 -42 -6 -37 -39 -50
right_child=2 18 3 6 21 -7 7 -9 11 10 -12 12 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 28 35 27 -29 29 -31 31 32 -34 -35 -36 47 -38 48 -40 40 41 -43 43 44 -46 -47 -48 -49 49 -51
leaf_value=0.0092365678663049438 -0.093131251671387874 -0.0056706549109603668 -0.010478753286601252 -0.026641290982443486 0.016091735515640127 -0.4322338713083963 0.04181038088391139 0.60661968512421705 -0.12041003407277587 -0.15118456416659887 2.3284681924011399 -0.36304152717902549 0.017656662464141847 -0.2799449384713259 -0.076738450947278616 0.21629487167185799 -3.1558707032884872 -2.2255835875868799 0.10646067065961162 -0.57684539869832274 -1.829490885680372 -0.77664380665529864 0.2292099940897753 -0.16995876977331381 -0.55635834270053441 -1.8633054726653631 3.6460566227634752 -1.2201253487950279 0.54594908878207205 2.5178574049956906 0.98475384096945495 1.9701507515140944 3.266465705016564 -0.78383091640472413 1.0508508558931022 0.27019956936739914 -0.99472727192772759 -0.031030971606993665 -1.1650374925325788 0.42999404792984325 0.034277946103450863 -2.2363954365253451 0.21327664536057098 2.0866286430093979 4.7119795052901559 2.2847718845343308 -1.3758570367709186 -1.3156123842948524 -0.29116501880728157 1.7871746028291768
leaf_weight=167141 2483 3766 8995 168585 172426 1005 1212 431 621 36 46 189 40 1300 16073 1983 21 36 21027 244 22 110 1780 536 27 36 24 21 48 48 31 28 29 25 29 99 45 6656 63 87 86 20 33 36 23 21 39 39 1691 29
leaf_count=167141 2483 3766 8995 168585 172426 1005 1212 431 621 36 46 189 40 1300 16073 1983 21 36 21027 244 22 110 1780 536 27 36 24 21 48 48 31 28 29 25 29 99 45 6656 63 87 86 20 33 36 23 21 39 39 1691 29
internal_value=0 0.018838 -0.00934879 -0.00769921 0.00683357 -0.190837 -0.0257351 0.189974 -0.0278248 -0.0262608 1.23984 -0.318718 -0.749311 -0.0445377 -0.0332247 0.0304843 -1.50194 -1.04493 0.082935 -0.0404254 -0.0268765 0.0147418 0.0152148 0.198846 0.284459 0.240061 0.306368 0.898353 1.0735 1.5319 1.1092 0.734561 1.58898 0.671103 2.22604 -0.526656 -0.187307 0.0123318 0.0166733 0.0171042 0.76517 0.0488205 1.27342 2.071 3.11007 0.475964 0.015777 -0.177965 -0.0772534 -0.256123
internal_weight=0 192178 387243 383755 212516 3488 171239 1643 169596 168689 82 907 286 28351 27051 10978 97 76 25037 4010 168607 184165 184055 2845 2309 2186 2012 232 123 96 211 158 82 53 53 174 76 181210 172834 172771 306 127 179 92 59 107 172465 138 8376 1720
internal_count=579421 192178 387243 383755 212516 3488 171239 1643 169596 168689 82 907 286 28351 27051 10978 97 76 25037 4010 168607 184165 184055 2845 2309 2186 2012 232 123 96 211 158 82 53 53 174 76 181210 172834 172771 306 127 179 92 59 107 172465 138 8376 1720
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=51
num_cat=0
split_feature=6 0 1 11 3 0 10 0 6 4 13 3 1 9 10 13 2 1 10 5 0 1 2 14 8 3 10 0 9 10 1 5 0 11 6 4 8 14 10 9 4 0 14 2 5 5 6 13 7 9
split_gain=10234.6 25646.6 34826.3 19975.8 17238.6 16698.2 29999.8 30200.3 17574.6 17451.2 15685.8 14708.4 14703.9 13278.2 23069.2 16749.9 16172.8 15875.9 16295 14437.1 14268.3 12407.4 12382.4 12279.7 12267.7 12115 13382.8 25164.6 17496.4 23146.3 13024.3 14215 13238.1 13538.2 11956.5 13160.8 11358 14893 16994.3 16944.8 12038 12919.8 11332.4 11887.7 15383.4 12499.8 17953.7 16983.4 12399.2 10819.5
threshold=1.0000000180025095e-35 564.97365503207004 1473.7612850000003 0.11834733893557424 16.500000000000004 661.35397753207008 0.77032967032967048 503.79099753207009 1.5000000000000002 5.5000000000000009 0.13680926916221037 46.500000000000007 1015.4954500000001 1.5000000000000002 0.80277777777777792 0.75304878048780499 3.5000000000000004 3585.7070200000003 0.34891304347826091 6.5000000000000009 1144.5916150320702 2134.2167150000005 3.5000000000000004 0.036375661375661381 1.0000000180025095e-35 21.500000000000004 0.20256410256410259 720.37334503207001 3.5000000000000004 1.0000000180025095e-35 3990.9076300000002 7.5000000000000009 1332.1595350320702 0.27429467084639503 3.5000000000000004 3.5000000000000004 1.5000000000000002 0.059714795008912663 0.077935222672064791 4.5000000000000009 9.5000000000000018 1020.5262783654035 0.11583184257602865 3.5000000000000004 2.5000000000000004 9.5000000000000018 6.5000000000000009 0.43614130434782611 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 -2 -8 -7 25 -10 20 15 17 19 24 36 -16 23 -11 -17 -6 -15 -12 27 -27 29 30 -29 32 33 -32 -9 -36 -19 38 -38 40 41 -39 43 -31 48 46 47 -46 -45 -42
right_child=5 3 -4 -5 13 10 9 34 12 21 11 -13 -14 14 16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 42 31 -33 -34 -35 35 -37 37 39 -40 -41 49 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=-0.0092040133037268601 0.18516007776431828 0.020400449577781057 -0.22273239060854008 -0.045494965504750615 1.7810677202736462 -0.058459588249931131 -0.072217053315474053 0.03603119641048369 -0.079114453816878885 0.22941224171890548 -0.024288820305148288 2.4698678155740104 0.71712901451133604 0.17728816174472772 0.32705555046691454 0.44000000397794603 -1.0416258753449827 0.16656372895321023 -0.48790231067073214 1.0586062220945245 -0.18751354022121369 -1.0345727288117634 -0.61642504059157133 0.047932854943869334 0.040623959530206422 0.36464044955439739 0.084181920887502842 0.012773294265955646 0.13932191539160169 -0.34994128119256912 -3.9707451105117801 0.46383557070133297 -0.097740663091341662 -0.67353242874145514 0.065542580829698494 0.57525841996227889 1.4041804603365966 0.75555148803910555 4.6051696516849381 3.5033062026614235 3.2239482480546706 -1.8981368340551854 -0.1689454980942863 -1.4363669866865332 -0.10264069580535094 -2.9066664084144263 2.4029803742468356 -1.9296201673227473 -4.3897325385184516 0.34113320032755534
leaf_weight=39180 4197 121648 9488 30343 41 88799 27983 39206 282 2655 106453 24 1306 8479 3273 1857 81 104 91 294 2989 80 118 14099 29148 1514 26008 8057 3502 1485 33 43 30 20 1190 882 43 43 27 21 23 32 3885 44 150 23 20 77 21 30
leaf_count=39180 4197 121648 9488 30343 41 88799 27983 39206 282 2655 106453 24 1306 8479 3273 1857 81 104 91 294 2989 80 118 14099 29148 1514 26008 8057 3502 1485 33 43 30 20 1190 882 43 43 27 21 23 32 3885 44 150 23 20 77 21 30
internal_value=0 0.0146566 -0.0508321 0.0296352 0.0421306 -0.0120515 0.0282185 0.0783926 0.292373 -0.0486531 -0.0250923 -0.00552032 0.575731 0.0856132 0.114885 0.0929383 0.355623 0.0781967 0.694071 0.387352 0.010996 0.19244 0.376882 0.0529582 0.0714203 -0.00591281 0.0376431 -0.0263848 -0.0604281 -0.110797 -0.00300356 -1.01185 -1.77635 -2.72651 0.0484038 0.282516 1.02707 1.43572 2.63885 0.870487 0.43854 -0.376689 -0.265411 -0.471329 -1.00942 -0.676928 -0.469301 -0.722365 -2.39053 1.59217
internal_weight=0 261452 48668 212784 182441 317969 77781 47063 5785 30718 240188 151389 1588 60793 43664 40016 3648 38041 414 3567 17129 2735 1975 14140 37627 151365 44912 18904 17390 13888 8183 126 83 53 41278 2072 323 219 70 149 128 75 5705 1820 335 270 247 227 65 53
internal_count=579421 261452 48668 212784 182441 317969 77781 47063 5785 30718 240188 151389 1588 60793 43664 40016 3648 38041 414 3567 17129 2735 1975 14140 37627 151365 44912 18904 17390 13888 8183 126 83 53 41278 2072 323 219 70 149 128 75 5705 1820 335 270 247 227 65 53
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=51
num_cat=0
split_feature=7 12 3 5 4 9 8 10 12 4 12 10 6 0 3 14 14 8 14 10 9 0 9 13 5 14 4 1 13 8 13 1 4 11 11 2 4 11 6 2 10 6 0 1 1 2 10 11 10 9
split_gain=9933.06 10165.1 8613.18 13364.4 12415.5 10529.3 10425.8 10057.7 9265.17 8929.9 12914.9 12535.8 12033.3 15604.4 11532.6 12520.1 11450 10982.8 10935.9 10360.5 9643.57 13703.3 13391.4 12602.2 9423.34 9391.29 9136.49 8489.64 22716.2 8472.2 9254.15 7994.85 7943.32 7940.77 11052.4 18472.7 28989.9 13100.7 9318.99 31038.5 30327 25574.6 20320.8 22872.1 16486.7 25280.9 29341.9 23502.7 18625 21221.3
threshold=2.5000000000000004 13.500000000000002 24.500000000000004 8.5000000000000018 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35 0.95346320346320357 4.5000000000000009 8.5000000000000018 8.5000000000000018 0.31909090909090915 3.5000000000000004 791.3565587820699 38.500000000000007 0.18834459459459463 0.13714733542319751 5.5000000000000009 0.13100686498855837 0.27842377260981915 3.5000000000000004 864.42307003207009 2.5000000000000004 0.053342816500711245 2.5000000000000004 0.28062500000000007 2.5000000000000004 3990.9076300000002 0.028991596638655467 7.5000000000000009 0.14907407407407411 2577.2599700000005 6.5000000000000009 0.93218390804597717 0.3133928571428572 3.5000000000000004 5.5000000000000009 0.41277890466531447 1.0000000180025095e-35 3.5000000000000004 0.41240409207161127 2.5000000000000004 550.61510669873678 1473.7612850000003 1987.94217 2.5000000000000004 0.053342816500711245 0.04819976771196284 0.3816526610644258 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 27 33 -7 14 12 18 -11 24 17 16 -16 25 -12 -17 22 -22 -15 -23 -14 -8 -19 -4 -29 -2 -31 -6 -28 34 38 -36 37 -37 42 44 41 -41 43 -1 45 -40 47 -47 49 -48
right_child=29 -3 6 -5 31 8 9 -9 -10 10 11 -13 13 20 15 19 -18 26 -20 -21 21 23 -24 -25 -26 -27 32 28 -30 30 -32 -33 -34 -35 35 36 -38 -39 39 40 -42 -43 -44 -45 -46 46 48 -49 -50 -51
leaf_value=-0.010693197617947304 -0.032971479300445992 -0.60757133128032148 0.18690010387263611 0.2287382076293068 0.41691352337541399 -0.10238434470664565 0.043589238155489755 -0.10866679408164451 -0.56721339337796239 0.011541433847699756 -0.81150950049279169 0.4020186276565636 -0.26153568042708292 -0.30141898221302316 0.88106944991724334 0.88411960204442352 3.2082533162832263 -0.61471455419474907 -2.7542550808505011 -1.7227164206485595 1.6733406560218083 -2.0099730345335876 -1.1494986864322045 0.17823563281446697 2.1429848710695905 0.19502255895020718 0.046213632082545836 -1.2350462003187701 2.7481757257769748 0.12833691558745855 -0.70624443515157453 0.027054774086283036 -0.35022144907514008 0.095673348459222207 -0.048318735869765213 -0.73706446770698797 -0.23766367073300521 -3.3076648243990814 -0.018999766798402068 0.18375798794662357 -0.1805118883505375 0.68310704776934461 0.034264915450293039 -0.21404735693737315 -0.060023841349252052 0.46159251838252113 -0.20943090789809105 -0.0074972354060836525 0.11641523019898065 0.10768120647970705
leaf_weight=31543 66027 271 3848 2572 1168 1886 15801 8341 555 7688 122 62 28 548 137 30 25 336 38 31 47 33 282 130 39 5528 1882 22 41 204 381 957 691 8900 32197 31 237 55 112121 4269 1680 1350 171306 6707 63057 3323 4942 1574 12695 3683
leaf_count=31543 66027 271 3848 2572 1168 1886 15801 8341 555 7688 122 62 28 548 137 30 25 336 38 31 47 33 282 130 39 5528 1882 22 41 204 381 957 691 8900 32197 31 237 55 112121 4269 1680 1350 171306 6707 63057 3323 4942 1574 12695 3683
internal_value=0 0.00471892 0.00504267 0.00140623 0.000168977 -0.000920374 0.0512554 0.000160057 -0.208071 0.0332067 -0.0518581 -0.805138 -0.0328441 -0.341097 0.0645639 0.780414 1.2402 0.0579778 -1.27291 -0.440666 -0.436392 0.168993 -0.589562 -0.264776 1.13811 0.0828374 -0.124295 0.205752 1.35721 -0.0363284 -0.415211 0.241339 -0.0602522 0.00213479 0.000287964 -0.0558676 -0.808349 -2.38105 0.0046542 -0.0103034 0.192273 0.30373 0.0195503 -0.0463506 -0.0176452 0.00167179 0.0900769 0.310817 0.0393749 -0.0740194
internal_weight=0 512809 512538 475149 472577 470452 37389 468011 2441 33478 9017 222 8795 1107 24461 223 162 24238 160 61 1040 210 830 163 67 21329 2909 3911 63 66612 585 2125 2573 459670 450770 32520 323 86 418250 208694 7299 5619 209556 38250 201395 138338 26217 4897 21320 8625
internal_count=579421 512809 512538 475149 472577 470452 37389 468011 2441 33478 9017 222 8795 1107 24461 223 162 24238 160 61 1040 210 830 163 67 21329 2909 3911 63 66612 585 2125 2573 459670 450770 32520 323 86 418250 208694 7299 5619 209556 38250 201395 138338 26217 4897 21320 8625
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=51
num_cat=0
split_feature=6 7 12 3 4 12 3 6 0 3 0 1 0 14 14 12 2 0 0 12 8 14 5 9 5 8 11 2 14 14 14 14 12 11 4 1 5 10 6 8 2 9 5 14 0 9 13 0 13 13
split_gain=8910.34 8774.01 8517.62 8784.36 8893.59 9622.94 11674.3 9565.59 13822.4 9307.41 9492.23 11630.1 9338.14 8758.92 10196 9004.46 31294.6 18142.6 9027.17 8852.8 14013.2 13838.7 10544.8 14301.3 8284.52 7861.32 7844.73 12961.1 11146.2 12724.5 8437.41 7773.53 12863.4 8934.49 7693.01 12838.5 7670.7 7662.99 11981.1 9476.53 10477.6 17363.4 15869.2 27445 11751.2 22702.4 16283.7 17546.6 12772.9 12872.9
threshold=13.500000000000002 1.5000000000000002 15.500000000000002 20.500000000000004 6.5000000000000009 2.5000000000000004 40.500000000000007 3.5000000000000004 684.83098003206999 37.500000000000007 832.93715253206994 3069.4597500000004 1304.6278725320703 0.10620300751879701 0.036375661375661381 8.5000000000000018 3.5000000000000004 908.49508003207006 979.98498253207015 4.5000000000000009 5.5000000000000009 0.14119601328903655 5.5000000000000009 3.5000000000000004 3.5000000000000004 1.5000000000000002 0.080540540540540564 3.5000000000000004 0.029857397504456332 0.38956639566395673 0.037749287749287756 0.072299651567944254 7.5000000000000009 0.48074074074074075 7.5000000000000009 2092.9460250000006 4.5000000000000009 0.3133928571428572 11.500000000000002 4.5000000000000009 3.5000000000000004 3.5000000000000004 11.500000000000002 0.040408163265306128 793.40564253207015 3.5000000000000004 0.71611721611721624 815.91853253207012 0.53033088235294124 0.48331479421579543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 34 5 7 9 -5 -9 10 26 25 -11 14 -13 16 -16 -18 36 20 21 -15 -21 -24 -23 -12 -7 -28 -29 30 -30 -32 33 -33 -1 -36 -17 38 39 40 41 -3 44 -44 45 -42 48 -48 49 -46
right_child=-2 37 -4 4 -6 6 -8 8 -10 12 11 13 -14 19 15 18 17 -19 -20 22 -22 24 23 -25 -26 -27 27 28 29 -31 31 32 -34 -35 35 -37 -38 -39 -40 -41 42 -43 43 -45 46 -47 47 -49 -50 -51
leaf_value=-0.0008669341152227482 1.6953317207674825 -0.074764191701585478 -1.0308695767876468 0.23583678487198045 0.0041535424790840594 0.0044623421339457523 1.8977376477683294 0.67745564022150484 -0.08800800698599387 -2.1497385468137895 0.15935093794703434 0.488620859131217 0.43908650549975309 3.2165484302184164 0.058762122872130895 0.22184613673459916 -1.3321308530978304 -4.7642089125514033 -0.002385415983934925 -0.056777212558977913 -0.21909228412310286 2.3882701161745437 0.47403210324293882 2.4106113477186728 0.73262825358320371 0.0016673756226748407 -0.0023613674526425051 0.24993790252869871 -2.8129579027493796 0.89543967369275212 -0.057687071655364186 -0.5995142177439633 -2.6814333992534216 -2.1424900301628642 0.22585045607361179 -0.013314951589110708 2.8388752102851869 -0.0022365712457219026 2.1864468763271971 -0.21165444694397073 0.29117781211259514 0.14724965006879681 4.2086651084125046 0.17680951912815757 -0.096944376346846647 -0.08972598789047824 0.70059475928545001 -2.912291227898947 1.0010106369993597 -2.375286901473999
leaf_weight=349887 31 45687 79 6134 31791 6736 34 266 2085 38 5007 400 22 34 271 21 67 20 146 348 75 37 286 44 165 8579 844 119 24 39 89 226 45 45 4018 5085 24 93661 24 3360 3563 3817 25 52 3089 2790 20 41 106 25
leaf_count=349887 31 45687 79 6134 31791 6736 34 266 2085 38 5007 400 22 34 271 21 67 20 146 348 75 37 286 44 165 8579 844 119 24 39 89 226 45 45 4018 5085 24 93661 24 3360 3563 3817 25 52 3089 2790 20 41 106 25
internal_value=0 -9.0708e-05 0.00738755 0.00758143 0.0416931 0.0786754 0.0460596 0.170104 -0.00140089 0.0434089 0.0465592 0.0924708 -1.2005 0.321642 0.104615 -0.175171 -0.470984 -2.12111 0.379285 0.529891 0.971641 1.35005 0.327259 0.732243 1.03589 0.0597803 -0.0407104 -0.253347 -0.61422 -0.833952 -0.99117 -0.883212 -1.11572 -0.855728 0.00149428 0.092251 1.61759 -0.0203408 -0.0474284 -0.0482852 -0.0390152 -0.0576458 0.0559586 1.48585 0.0445301 0.123899 -0.109152 -1.72774 -0.0784895 -0.115236
internal_weight=0 579390 423130 423051 64061 32270 23785 8485 2351 23751 23691 15524 60 1938 949 549 358 87 191 989 311 236 678 330 202 13586 8167 1431 587 468 429 405 316 271 358990 9103 45 156260 62599 62575 59215 49504 9711 77 9634 6353 3281 61 3220 3114
internal_count=579421 579390 423130 423051 64061 32270 23785 8485 2351 23751 23691 15524 60 1938 949 549 358 87 191 989 311 236 678 330 202 13586 8167 1431 587 468 429 405 316 271 358990 9103 45 156260 62599 62575 59215 49504 9711 77 9634 6353 3281 61 3220 3114
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=51
num_cat=0
split_feature=8 5 7 14 1 8 5 8 6 1 0 8 14 13 10 11 11 2 6 6 0 14 10 13 12 0 4 1 6 3 8 9 5 13 2 3 10 14 9 10 13 10 3 2 4 13 13 9 4 6
split_gain=8477.06 13301.2 10773.8 8724.54 8599 8478.87 7843.27 12629.6 13155.9 7655.79 7540.08 7502.37 9778.34 10555.9 7574.05 7054.94 8194.17 8594.37 19137 14783.3 11410.5 7417.17 7951.85 7565.5 7146.8 16933.5 6941.43 6835.53 6822.59 6764.16 7242.92 10283 8418.4 8861.17 13429.5 19686 13165.9 10115.2 11846.8 17285.1 9699.71 15083.2 7697.38 16712.6 15195.3 17471 20040.9 7305.76 14267.5 19366.9
threshold=3.5000000000000004 3.5000000000000004 6.5000000000000009 0.10762548262548265 2577.2599700000005 2.5000000000000004 11.500000000000002 8.5000000000000018 7.5000000000000009 1074.5223450000001 1228.1295425320702 1.5000000000000002 0.14459930313588851 0.12660256410256412 0.29520697167755999 0.16064516129032261 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 4.5000000000000009 1332.1595350320702 0.30860805860805868 0.41763565891472876 0.30860805860805868 4.5000000000000009 1118.5409650320703 13.500000000000002 3585.7070200000003 13.500000000000002 43.500000000000007 6.5000000000000009 3.5000000000000004 5.5000000000000009 0.080540540540540564 3.5000000000000004 32.500000000000007 0.050641025641025648 0.11834733893557424 3.5000000000000004 0.32971014492753631 0.031754032258064523 0.10620300751879701 34.500000000000007 3.5000000000000004 5.5000000000000009 0.19292803970223329 0.080540540540540564 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 -4 -5 29 8 15 -3 -10 12 14 -14 -6 16 17 19 21 20 -8 23 -23 -19 27 -26 -1 -17 -11 30 32 42 33 34 -2 37 -37 38 39 -36 41 -39 47 -44 -45 46 -46 -32 -49 -50
right_child=6 9 4 5 11 -7 7 -9 10 28 -12 -13 13 -15 -16 24 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 31 -33 -34 -35 35 36 -38 40 -40 -41 -42 -43 43 44 45 -47 -48 48 49 -51
leaf_value=-0.034739617308042363 -0.16231335309466244 -0.20508450599895883 -0.1521471816900678 0.005965486557950977 -2.4967319875517315 -0.07803997046455749 1.1372093258840497 -0.18330103987316523 -2.0994184635579587 0.03580945239576596 0.37572064936161043 -1.6733850922133471 1.3899725770950317 -0.58759850946715086 -0.47807124358851738 -0.11220347736688221 2.2846638500690459 0.7831260613182135 2.7466676984514513 -0.38677466748037725 -0.34750218496231711 0.026215637813914908 -2.4596631211619222 -1.0109354306012392 -2.6344223779439928 1.0680187718499274 1.2829252801835538 1.9518317807288399 1.8829398262500765 1.1004398563328912 -0.26201677144995766 0.45141990096645151 0.00088821607189417935 -0.053370241732615668 -3.2055389999695443 -0.83367928174825823 -3.8850565812280102 -3.1266152010015822 0.096525597870349894 0.061211076498031619 0.40810922510816278 -0.20826132885821458 -0.081985470596349475 -3.8482488441467284 -0.57523751817643642 0.7211862935739406 -4.4959922443736682 0.37342989011548267 1.3253371197601844 -1.6861795498081198
leaf_weight=78666 3366 1331 703 327196 34 12473 422 601 32 114996 20 74 40 83 41 68 28 57 21 99 59 22 31 40 30 21 40 21 20 51 2494 235 22166 12581 46 26 31 23 40 25 141 77 159 25 32 34 22 468 29 81
leaf_count=78666 3366 1331 703 327196 34 12473 422 601 32 114996 20 74 40 83 41 68 28 57 21 99 59 22 31 40 30 21 40 21 20 51 2494 235 22166 12581 46 26 31 23 40 25 141 77 159 25 32 34 22 468 29 81
internal_value=0 0.00345562 -0.00484433 -0.00407056 -0.336873 0.00288072 -0.0423375 0.176979 0.399974 0.0333712 -1.14744 -0.814309 -0.49324 0.055514 -1.3932 0.487532 0.60499 0.542366 -0.0806551 0.72605 0.955093 -0.47648 -1.42779 0.0433069 -0.16604 -1.10989 -0.03407 0.374816 0.0361306 -0.0505166 -0.0519108 -0.187988 -0.0392682 -0.0936891 -0.22806 -0.769146 -2.4932 -0.489967 -1.27985 -2.05527 -0.126161 -0.879483 -0.232922 -0.742798 -1.67261 -1.05454 -2.17258 -0.187777 0.13256 -0.892234
internal_weight=0 535697 419350 418375 975 339669 43724 1572 971 116347 52 272 198 123 75 919 779 751 171 580 481 150 53 97 140 51 78706 89 115016 42152 42101 3579 38522 16356 3775 409 57 352 111 71 241 100 3344 272 113 88 54 3072 578 110
internal_count=579421 535697 419350 418375 975 339669 43724 1572 971 116347 52 272 198 123 75 919 779 751 171 580 481 150 53 97 140 51 78706 89 115016 42152 42101 3579 38522 16356 3775 409 57 352 111 71 241 100 3344 272 113 88 54 3072 578 110
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=51
num_cat=0
split_feature=7 13 3 8 5 6 13 3 0 7 14 2 0 0 13 7 6 1 12 8 0 0 3 13 14 2 10 11 12 0 11 11 6 10 0 14 10 13 4 13 12 13 14 11 14 11 6 13 0 0
split_gain=8185.51 7018 10504.2 7011.27 9378.83 11546.8 9277.84 9374.58 27638 13278.6 8327.72 11534.3 9691.64 15768.6 10188.7 8198.95 12833.9 12427.6 8618.88 8600.12 8260.11 9547.98 8095.88 15466.5 14924.7 19858.2 29576.3 34794.2 25115.9 22831.6 29425.5 20721.7 20034.4 15889.6 19224.9 35370 26101.3 17180.5 15413 23422.8 14911.5 14635.4 13760.8 13174 12922.5 15163.3 12342.8 11762.4 10323.8 9795.32
threshold=1.0000000180025095e-35 0.30860805860805868 22.500000000000004 6.5000000000000009 7.5000000000000009 7.5000000000000009 0.031754032258064523 41.500000000000007 1135.5863325320704 6.5000000000000009 0.83602150537634423 3.5000000000000004 1144.5916150320702 921.51646003207009 0.14907407407407411 5.5000000000000009 5.5000000000000009 3990.9076300000002 10.500000000000002 5.5000000000000009 884.09291836540353 618.32798669873671 32.500000000000007 0.21132376395534294 0.16064516129032261 3.5000000000000004 0.053342816500711245 0.28388278388278393 5.5000000000000009 1006.7816783654035 0.072299651567944254 0.12660256410256412 4.5000000000000009 0.12660256410256412 1011.41585003207 0.080540540540540564 0.41240409207161127 0.028991596638655467 7.5000000000000009 0.15504807692307696 7.5000000000000009 0.091966173361522213 0.096006144393241177 0.050641025641025648 0.059714795008912663 0.14495798319327732 1.5000000000000002 0.074537037037037054 956.7117450320701 915.06066003207002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 15 6 -6 -8 9 -9 12 -12 13 -7 -15 19 18 -18 20 22 21 -17 -2 24 25 -24 27 29 32 38 42 -32 49 -30 36 41 37 -35 -27 43 -38 -36 47 46 45 -45 -40 -31 -39 -28
right_child=3 2 -4 -5 5 10 7 8 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 33 30 31 -33 -34 34 35 -37 40 48 39 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=0.0002416682228474494 -0.010365588371352338 0.028752898176301611 0.21001903946809325 -0.1527848994834734 0.36187033860126488 0.078636066019535072 0.052527529612807503 2.8923278545511182 -0.58838219841321304 0.42589022091456824 -0.72950906019944417 1.8786082879702251 0.082468461845484051 -3.2486449840456944 -1.1185570092911417 -0.51820410964660402 -0.5859513094074259 -3.1551828122138978 1.9227926685696557 -0.23422733831461662 -0.24781888227321361 0.12626735507227302 0.23531642672830616 0.49099260530846256 0.32422067856279096 -2.3731887845432058 -1.936169762302328 0.26599326219005759 2.7074566571151508 -1.1395206985473634 1.7389180274236773 -2.039485668375137 -3.2058080765508836 0.85070153366435664 -1.3257560773475752 3.6264482945203782 -0.43468325504889854 -1.1230682194232942 2.034067802131176 2.576541827035987 2.250915922630917 2.0318089485168458 -5.4335397489112003 -2.2769683014262809 -2.8306756920284695 1.4358258534561505 -0.79669668757638279 -4.07648255387942 -3.7690419793128971 0.2850770099957784
leaf_weight=146917 312449 92773 3311 3409 1197 50 9183 58 78 35 39 30 72 43 47 266 321 20 21 1699 2067 1693 725 932 1006 51 27 166 34 25 21 47 31 22 37 44 39 30 24 23 44 20 29 22 45 22 43 30 29 75
leaf_count=146917 312449 92773 3311 3409 1197 50 9183 58 78 35 39 30 72 43 47 266 321 20 21 1699 2067 1693 725 932 1006 51 27 166 34 25 21 47 31 22 37 44 39 30 24 23 44 20 29 22 45 22 43 30 29 75
internal_value=0 0.013985 0.0349992 -0.0101016 -0.00864094 0.082884 0.0997333 0.0661885 0.799809 1.9641 -0.549776 0.404455 -0.860351 -1.34523 -2.13627 -0.0117181 -0.147477 -0.736639 -0.0978341 -0.00984357 -0.108374 0.0387587 -0.0086375 0.139575 0.0187632 -0.161466 -0.455003 -0.942768 0.163735 -1.46804 -2.41904 -0.872626 -0.979518 0.672272 0.411154 1.4965 -0.257263 -1.53431 -0.839557 -0.4026 0.989008 -0.147663 -3.67089 -0.841833 -1.63916 -0.420571 0.217309 -2.7415 -2.42363 -0.3029
internal_weight=0 243001 96084 336420 333011 10832 10551 9354 171 93 281 69 212 140 90 322179 4388 341 4047 317791 4026 1959 316092 3643 2711 1705 980 548 432 382 152 68 133 299 265 101 164 81 230 179 83 57 84 156 89 44 67 55 59 102
internal_count=579421 243001 96084 336420 333011 10832 10551 9354 171 93 281 69 212 140 90 322179 4388 341 4047 317791 4026 1959 316092 3643 2711 1705 980 548 432 382 152 68 133 299 265 101 164 81 230 179 83 57 84 156 89 44 67 55 59 102
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=51
num_cat=0
split_feature=8 5 4 4 3 12 2 6 3 5 6 2 10 8 5 9 13 10 2 0 2 2 13 6 14 14 0 10 0 1 1 7 13 10 1 8 1 13 13 13 0 12 11 13 10 8 0 14 14 14
split_gain=7905.87 10318.5 9106.53 8323.25 8086.9 7666.99 7001.89 8059.33 11056.9 6765 10117.9 16890.2 17355.8 14750.5 11228.9 10903.8 19908.8 16740 13970.1 14474.2 13333.2 17926.5 13049.7 12087.8 11681.3 11448.8 12259.7 17177.9 11560.4 26725 10946.6 10598.3 10382.7 9530.43 8837.09 8696.15 11541.2 17092.5 32558.4 11545 8596.7 14230 8324.61 8269.28 8051.54 7907.63 7794.87 7664.7 7612.05 7405.54
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 12.500000000000002 4.5000000000000009 2.5000000000000004 2.5000000000000004 34.500000000000007 6.5000000000000009 1.5000000000000002 3.5000000000000004 0.78319623971797891 4.5000000000000009 16.500000000000004 2.5000000000000004 1.0000000180025095e-35 0.75277777777777788 2.5000000000000004 1110.4908300320703 2.5000000000000004 3.5000000000000004 0.053342816500711245 5.5000000000000009 0.25265957446808512 0.032795698924731186 714.38894753207012 0.56330128205128216 1127.0524375320704 3585.7070200000003 3585.7070200000003 5.5000000000000009 0.17445652173913045 0.3066239316239317 3990.9076300000002 6.5000000000000009 3305.7150050000014 0.267479674796748 0.43875000000000003 0.059714795008912663 928.48060753207005 3.5000000000000004 0.28388278388278393 0.040408163265306128 0.65450928381962881 4.5000000000000009 1212.7814533654036 0.13714733542319751 0.077677224736048281 0.16064516129032261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -3 9 -2 -8 -9 45 11 14 13 -13 35 17 23 20 -19 34 -12 43 24 33 -18 28 27 -27 29 -24 -26 -21 -14 -17 49 36 -11 39 46 -38 -15 -42 -28 -22 47 -4 -39 48 -23 -20
right_child=2 4 3 -5 -6 -7 7 8 -10 10 15 12 32 40 -16 16 22 18 19 31 21 44 25 -25 30 26 42 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 38 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.012401113643518315 -0.085402266319061948 -0.0013022010708784806 -0.0029148080638805472 1.5813078833800374 0.054052435030399852 -0.042161710861078408 -0.062593274904148927 -0.55626603556008425 -2.5995474491534489 0.16438164831122357 0.067792189961804791 -0.51986458375796818 -0.28825155782699585 0.11950388871992118 1.9142761018541123 0.1841089631502445 0.25123593790477583 -0.11059955845950434 0.075652854084081525 -0.093396299262091809 0.057819860260534907 0.76667997225736961 -0.22475214323093154 3.2556267814202742 -0.75719502763410595 -0.043498056857826234 0.33398594709918472 -1.8208350605163419 1.156075854734941 -4.0830688948814684 -2.9060569171110791 -1.5457505393412807 -2.8988684220191763 1.5172392839133138 -1.2923139400780201 -0.078842773567807195 1.8788106614351272 2.6443925814969198 -0.28925957824502674 -0.37723670012207444 -0.19771679143110912 3.2112620019912721 -0.7135175127017348 -0.47980529061145188 -1.3607243359088899 -0.11879719421758582 5.2292167329788208 0.29600434147176291 3.0019933614730836 0.52050878728475136
leaf_weight=74940 2586 40125 301232 33 77113 53134 385 489 28 9123 1111 515 25 321 36 117 89 2356 539 265 327 39 58 22 113 501 1913 61 22 26 30 62 39 99 32 1493 30 28 35 93 24 25 79 2287 20 6006 20 126 25 1224
leaf_count=74940 2586 40125 301232 33 77113 53134 385 489 28 9123 1111 515 25 321 36 117 89 2356 539 265 327 39 58 22 113 501 1913 61 22 26 30 62 39 99 32 1493 30 28 35 93 24 25 79 2287 20 6006 20 126 25 1224
internal_value=0 0.0165813 -0.00822883 -0.00676683 0.0351072 -0.0069034 -0.16908 -0.40898 -0.666927 -0.00123649 0.0506536 0.11574 -0.288825 -0.173823 0.1511 -0.0159216 0.143421 -0.075204 0.0570269 0.243138 -0.225682 -0.341139 0.071071 1.02257 -0.64821 0.133805 0.17607 -0.236412 -0.884545 -1.41899 -1.20801 -0.368766 -1.8791 0.795127 0.35461 0.145234 0.181095 0.921284 2.03016 0.173019 0.30783 1.54156 0.292443 -0.412551 0.547773 -0.00518012 3.7214 0.748668 1.63985 0.384503
internal_weight=0 192178 387243 383755 117238 383722 3488 902 517 330588 23350 11807 949 885 10858 11543 3130 8413 4478 2122 3935 2824 2892 238 232 2660 2554 562 106 84 143 327 64 216 1795 10822 9329 206 83 123 370 49 1992 2614 210 307238 48 190 64 1763
internal_count=579421 192178 387243 383755 117238 383722 3488 902 517 330588 23350 11807 949 885 10858 11543 3130 8413 4478 2122 3935 2824 2892 238 232 2660 2554 562 106 84 143 327 64 216 1795 10822 9329 206 83 123 370 49 1992 2614 210 307238 48 190 64 1763
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=51
num_cat=0
split_feature=13 10 7 6 4 1 3 0 9 12 7 4 6 0 9 14 13 0 12 8 5 0 0 0 12 9 8 5 14 3 1 0 1 2 7 12 0 5 13 10 9 8 0 10 0 8 3 0 3 2
split_gain=7308.42 11030.4 10011.5 9786.76 10061.1 9250.62 9874.89 9179.8 10785.1 10439.5 21737.8 10135.9 11331.9 20363 18731.5 13175.2 12974.3 12149.2 18334.6 11836.8 18984.2 13143.7 11347.7 9624.28 9775.24 12823.8 20881.9 12416.2 9002.73 19488.8 8757.97 13256.3 17597.9 8742.33 11775.8 15040.9 11265.6 8537.39 9731.71 8427.02 11478.7 13297.7 8303.45 8136.01 7887.88 8035.13 10728.8 15957.9 7880.89 7656.49
threshold=0.077935222672064791 0.77913279132791347 9.5000000000000018 1.5000000000000002 11.500000000000002 3247.4275200000006 28.500000000000004 1362.6909100320706 6.5000000000000009 13.500000000000002 2.5000000000000004 8.5000000000000018 3.5000000000000004 993.19139336540354 3.5000000000000004 0.063164893617021281 0.053342816500711245 1051.9390100320704 4.5000000000000009 2.5000000000000004 6.5000000000000009 878.39572336540346 835.41881669873692 818.3761091987368 8.5000000000000018 2.5000000000000004 6.5000000000000009 9.5000000000000018 0.070598006644518277 36.500000000000007 943.4892500000002 414.71305928207005 1046.5740349999999 2.5000000000000004 4.5000000000000009 7.5000000000000009 1118.5409650320703 4.5000000000000009 0.028991596638655467 0.03509852216748769 2.5000000000000004 6.5000000000000009 414.71305928207005 0.56330128205128216 443.78211053207002 4.5000000000000009 43.500000000000007 1144.5916150320702 27.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 30 33 49 6 -1 8 9 11 -11 12 15 14 19 22 -16 18 -15 20 21 -14 -7 -13 25 27 -27 -25 29 -26 42 32 -32 -3 36 37 -35 38 -36 -24 -41 -42 -2 -17 -33 46 -46 -48 -39 -5
right_child=2 3 -4 4 -6 7 -8 -9 -10 10 -12 23 13 17 16 43 -18 -19 -20 -21 -22 -23 39 24 28 26 -28 -29 -30 -31 31 44 -34 34 35 -37 -38 48 -40 40 41 -43 -44 -45 45 -47 47 -49 -50 -51
leaf_value=-0.048770459278389605 -0.36180935524723257 0.018648053147650719 -0.4707590267887678 -0.017547789849654844 1.1841259726148565 -1.6060936148961387 -0.2927059860932093 0.71229493058211091 -2.0595859880248706 -1.6272681240903009 1.5209194511175157 -1.5433043088425291 0.090573639124631886 4.093764742612839 1.7227141396943915 0.40253996594498559 -1.1795633338391782 0.093426070203484618 0.36972051522670646 -1.9542034828213155 1.8708166771210157 -2.4140471956946636 0.47922529844521 -0.58323141482289675 -1.1941382289580678 0.201652177577577 -2.9029415564103562 1.7547730714082719 -1.7191040889574933 2.5449956934154034 3.2927229356765753 -0.21922356927585196 0.29938098681559094 0.14407017023132895 1.0236350749929748 3.3649815759875561 -0.87805504736575224 0.32866674279555297 -0.93330345174504648 0.4624328775963652 -1.21997689465259 1.4234162520955911 -0.057824900917732694 1.1387169863962563 0.010659123970057811 -0.063825289849659281 3.0202721955447362 -0.39152818184632521 2.2917013184968815 -0.19145144126340144
leaf_weight=69691 1027 35001 440 7921 64 45 1700 222 24 90 29 44 40 20 43 1344 24 394 39 111 26 44 242 424 46 1423 22 24 65 20 20 1529 1092 5471 48 22 110 39 54 109 141 22 7186 169 424021 14920 29 26 43 3721
leaf_count=69691 1027 35001 440 7921 64 45 1700 222 24 90 29 44 40 20 43 1344 24 394 39 111 26 44 242 424 46 1423 22 24 65 20 20 1529 1092 5471 48 22 110 39 54 109 141 22 7186 169 424021 14920 29 26 43 3721
internal_value=0 -0.0209723 0.00601428 0.0143416 -0.0662569 -0.0451612 -0.0545792 0.0830051 0.0551981 0.0653491 -0.860063 0.0879109 0.211468 -0.124155 -0.781609 0.331496 0.683092 0.293828 1.63211 -1.22566 -0.49049 -1.22137 -0.0833597 -0.080158 -0.0483505 0.00946158 0.154385 -0.457981 -0.883757 -0.0610673 0.00648062 0.00838338 0.353218 0.037473 0.15133 0.89382 0.123924 0.598355 -0.0123912 0.0499535 -0.331972 -0.8632 -0.0958368 0.48477 0.00751293 0.00830264 0.0108403 1.40742 1.35806 -0.0731306
internal_weight=0 129131 450290 52494 11706 76637 71391 5246 5024 5000 119 4881 2813 741 288 2072 67 453 59 221 110 84 559 2068 2024 1893 1445 448 131 66 449850 441637 1112 40788 5787 206 5581 184 102 514 272 163 8213 1513 440525 438996 424076 55 82 11642
internal_count=579421 129131 450290 52494 11706 76637 71391 5246 5024 5000 119 4881 2813 741 288 2072 67 453 59 221 110 84 559 2068 2024 1893 1445 448 131 66 449850 441637 1112 40788 5787 206 5581 184 102 514 272 163 8213 1513 440525 438996 424076 55 82 11642
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=51
num_cat=0
split_feature=6 0 2 10 9 9 10 3 2 0 12 10 9 10 1 11 10 11 9 13 1 14 0 2 6 3 13 9 1 14 13 0 3 7 12 10 10 14 5 13 13 13 11 3 13 13 4 10 5 5
split_gain=6861.04 18128.8 22792.1 24508.5 22596.8 21993 18463.6 16263.9 15827.3 17871.3 15360.9 15131.9 14606.4 17325.6 14036.1 12762.1 19776.2 13369.3 13159.8 11892.2 11645 11463.7 11096.4 40501.8 19029.6 10963.8 10788.4 10723 10433.7 10274.7 10162.2 10060.4 9901.54 9823.46 9753.43 10233.1 10635.5 9716.38 12229.7 9567.29 27057 13164.7 9619.85 9503.38 9298.51 8905.65 8695.49 9896.25 8612.89 8360.87
threshold=1.0000000180025095e-35 608.32158753206988 2.5000000000000004 0.20881782945736438 3.5000000000000004 1.5000000000000002 0.60232558139534886 19.500000000000004 3.5000000000000004 905.47011253207006 10.500000000000002 0.23166368515205729 2.5000000000000004 0.03509852216748769 1246.5866750000002 0.40238095238095245 0.045983086680761107 0.05634920634920635 2.5000000000000004 0.22361111111111112 2697.3841150000003 0.50609756097560987 508.2102350320701 2.5000000000000004 1.5000000000000002 12.500000000000002 0.90161290322580656 5.5000000000000009 2069.9651750000003 0.3816526610644258 0.059714795008912663 503.79099753207009 33.500000000000007 2.5000000000000004 4.5000000000000009 0.96076923076923093 0.3623737373737374 0.95119047619047625 6.5000000000000009 0.28708791208791212 0.21807065217391305 0.17752100840336138 0.072299651567944254 14.500000000000002 0.38956639566395673 0.070598006644518277 3.5000000000000004 0.067424242424242428 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 14 33 30 49 21 10 32 -6 -3 -14 29 16 17 18 48 -18 -9 26 23 -2 46 -15 44 39 -17 -1 -7 43 -10 -5 35 36 37 -23 -39 40 41 42 -11 -21 -4 -44 47 -25 -16 -8
right_child=22 2 8 5 11 6 7 20 9 27 -12 -13 13 25 15 28 19 -19 -20 31 -22 34 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 45 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.053563274047756383 -0.082378289780293615 -0.088813753582421065 0.11722793183756153 0.010928074245872919 -0.22175907782526885 -0.090451317221955041 -0.040255600768399166 0.56455941172217095 -0.13482252788302157 1.0509067155420782 1.316381953677086 -0.90318734621168029 -0.047647552031656271 -0.034374008089264579 0.16814518771799547 -0.52862387889809914 -0.04601067215173623 -0.12361048122851324 0.12595192911118439 -0.10511852675034027 -0.42130572990450355 0.29964818173040125 -0.013453151547430278 0.4263370000918511 0.58353864362500418 0.3129780713312873 1.4583971457234746 2.5819123148918153 -2.869074858427048 -0.034046553242138261 0.068566491828395776 -0.31054277702750549 -2.1302659854888915 -0.12729244678802054 1.5304128703971704 1.5129071315129599 0.077782758250669881 0.57559383896242577 2.0963091683921529 -0.92443938818242821 3.7919642782211307 -1.9871110103347087 -1.0803581445305437 0.80483708182149682 -0.029937240305057507 0.68291676083549124 0.32004365078430824 -0.13816455960059509 0.94765534912540039 0.1681607652527855
leaf_weight=24358 6261 31383 26407 53998 1619 5089 2227 1403 4675 162 73 408 7772 1324 224 400 7197 1457 1854 2230 131 1940 306670 413 1599 2897 58 25 20 29719 19110 4827 25 5683 60 63 2290 251 67 45 25 22 54 121 5127 61 1774 1252 386 14185
leaf_count=24358 6261 31383 26407 53998 1619 5089 2227 1403 4675 162 73 408 7772 1324 224 400 7197 1457 1854 2230 131 1940 306670 413 1599 2897 58 25 20 29719 19110 4827 25 5683 60 63 2290 251 67 45 25 22 54 121 5127 61 1774 1252 386 14185
internal_value=0 0.0120004 0.028673 0.0100062 -0.0295881 0.0368205 0.0921247 0.168985 0.0940956 -0.0696458 -0.123079 -0.358919 -0.0529411 0.0409297 -0.0204175 -0.0950585 -0.0825472 0.11652 0.258512 -0.136846 0.480369 0.117427 -0.00986737 0.0874556 0.298517 0.204024 0.0958071 0.577655 -0.640074 0.0054157 0.0351254 -0.227921 -0.145437 -0.00223369 0.263649 0.247165 0.229632 0.383633 0.895996 0.441865 0.63163 0.367388 0.554388 -0.0582854 0.0933009 -0.145056 0.165994 0.00185895 0.661409 0.13988
internal_weight=0 261452 186632 145202 74820 101826 42145 17946 41430 5167 4773 2027 43376 11993 72793 18716 18296 3921 2464 14375 1534 36263 317969 11299 5038 4221 31592 394 420 54077 24199 7178 4700 59681 4671 4611 4548 2258 318 369 324 299 277 2351 31534 115 3439 1665 610 16412
internal_count=579421 261452 186632 145202 74820 101826 42145 17946 41430 5167 4773 2027 43376 11993 72793 18716 18296 3921 2464 14375 1534 36263 317969 11299 5038 4221 31592 394 420 54077 24199 7178 4700 59681 4671 4611 4548 2258 318 369 324 299 277 2351 31534 115 3439 1665 610 16412
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=51
num_cat=0
split_feature=7 13 3 13 0 4 3 11 7 1 4 5 6 3 10 14 11 10 2 0 4 4 9 3 6 3 1 9 1 0 14 5 12 13 0 4 6 0 0 7 13 4 14 8 12 14 10 4 5 13
split_gain=6664.45 7028.28 6425.22 6523.43 8590.71 7325.29 6742.28 9347.36 6082.91 6215.85 6006.68 8718.77 7125.67 6957.57 10837.2 6446.94 9043.48 12961.7 12697.1 15157.6 21378.8 16065.7 8360.14 7470.98 8825.23 9307.35 7411.95 7339.74 7059.39 7018.46 9053.03 6470.51 5969.98 10318.7 15011.2 5909.56 6756.74 6836.44 6100.2 9823.72 5819.19 5701.56 5826.45 5656.21 8514.69 6385.51 6077.51 5620.6 6406.07 8075.72
threshold=1.0000000180025095e-35 0.60303030303030314 23.500000000000004 0.28708791208791212 820.87770878207004 6.5000000000000009 27.500000000000004 0.39009661835748799 9.5000000000000018 1015.4954500000001 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 38.500000000000007 0.19722222222222227 0.077677224736048281 0.030776515151515155 0.21132376395534294 3.5000000000000004 975.99820503207002 8.5000000000000018 6.5000000000000009 3.5000000000000004 29.500000000000004 3.5000000000000004 33.500000000000007 3990.9076300000002 2.5000000000000004 3035.3728750000005 843.37797003206992 0.13100686498855837 3.5000000000000004 5.5000000000000009 0.14459930313588851 791.3565587820699 11.500000000000002 10.500000000000002 905.47011253207006 1118.5409650320703 3.5000000000000004 0.45080645161290328 1.5000000000000002 0.043961352657004842 2.5000000000000004 3.5000000000000004 0.12060606060606062 0.32971014492753631 11.500000000000002 5.5000000000000009 0.41277890466531447
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 41 -1 4 6 -5 32 -8 9 -3 13 12 -12 15 -15 16 17 18 27 20 21 -20 26 -24 25 -25 29 -6 -19 30 -17 -32 -4 -34 -35 36 -11 -38 39 -37 47 42 -2 44 46 -45 -14 48 49 -7
right_child=1 8 3 5 10 40 7 -9 -10 35 11 -13 43 14 -16 22 -18 28 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 31 -33 33 34 -36 38 37 -39 -40 -41 -42 -43 -44 45 -46 -47 -48 -49 -50 -51
leaf_value=0.0089143782280117073 -0.41808569490894432 -0.10703640372196188 0.070243862598196968 0.42214384927813503 0.1612016304731369 0.22947754247067689 -0.80085897564577557 1.3094833788664446 -0.46743534820921284 0.026709328086716749 0.95714272313258231 -1.9429301409885804 -1.9099408542116483 2.5435048306810444 -0.43937243790853597 -0.44080443501472477 0.23994282595839325 -0.24247211127212664 -0.29079912092004506 -4.1054716801643378 1.7102323077973864 -3.6214131472508115 0.29039568234447699 0.95463642380558533 -0.70517421871423724 2.9358940091626398 -1.2377458599209785 -0.78835669253544705 0.33679045352318332 0.1103088181721068 3.1558014708757405 0.97864234599956257 -0.082449900444413804 -0.65233827089033436 -3.6013958463910969 2.1119777351009605 1.9696019675996568 0.08110084418298269 -0.15293252639313962 -0.39322114146274068 -0.099784354584479193 -0.012990659403694991 -0.067345904806393991 -2.0771587508566238 0.28490055002390391 -0.32133866301122704 -0.14881336695926137 1.5494535720709599 -0.19609365515237631 1.201103689772292
leaf_weight=231011 492 3538 1057 1078 150 482 240 23 255 62395 51 29 36 29 21 30 715 461 28 20 21 30 473 130 25 29 40 178 387 4043 20 43 427 126 20 49 36 41 47 23 834 256863 12681 34 189 53 43 33 258 104
leaf_count=231011 492 3538 1057 1078 150 482 240 23 255 62395 51 29 36 29 21 30 715 461 28 20 21 30 473 130 25 29 40 178 387 4043 20 43 427 126 20 49 36 41 47 23 834 256863 12681 34 189 53 43 33 258 104
internal_value=0 -0.00911482 0.0126189 0.083994 0.0433838 0.217968 -0.146471 -0.616304 0.0200368 0.0219165 0.0925621 -0.267806 -0.148154 0.11537 1.2907 0.106757 -0.0447282 -0.204367 -0.653692 -1.64626 -1.02367 -2.01353 0.169132 0.500718 1.04138 1.316 0.116964 -0.354107 0.0218847 0.130066 0.988963 1.6698 -0.0706631 -0.330591 -1.05632 0.0292057 0.0278646 0.964036 0.733235 1.31171 0.0893294 -0.0162813 -0.0804457 -0.306944 -0.0795173 -1.00752 -0.951352 0.269171 0.219112 0.401916
internal_weight=0 336420 243001 11990 9201 2789 1893 263 66384 66129 7308 435 406 6873 50 6823 1990 1275 427 99 79 58 4833 657 184 159 4176 328 848 4136 93 63 1630 573 146 62591 62472 77 119 72 1711 270036 13173 355 268 87 79 877 844 586
internal_count=579421 336420 243001 11990 9201 2789 1893 263 66384 66129 7308 435 406 6873 50 6823 1990 1275 427 99 79 58 4833 657 184 159 4176 328 848 4136 93 63 1630 573 146 62591 62472 77 119 72 1711 270036 13173 355 268 87 79 877 844 586
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=51
num_cat=0
split_feature=8 5 8 5 8 3 4 6 0 4 12 4 10 11 0 0 10 4 5 5 10 3 3 13 13 0 6 13 12 5 0 11 6 5 3 0 11 0 13 3 9 6 5 7 10 6 6 2 10 0
split_gain=6644.87 7715.39 7221.39 13319.3 8891.9 8620.51 8757.16 8157.14 10386.9 15684 11793.7 10271.8 26268.7 17117.7 9651.51 10631.8 10486.9 9541.16 11677.7 9408.2 14856.6 13522.9 10017 9354.4 9026.09 8857.04 8510.57 8346.02 8185.4 8136.81 18295.4 7869.46 8962.09 12118.5 7845.3 10125.6 9134.81 9198.14 13494 7832.97 8207.45 7772.46 7690.02 7687.18 7604.06 11155.2 8442.24 8347.03 7821.52 13637.6
threshold=12.500000000000002 13.500000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 25.500000000000004 9.5000000000000018 1.5000000000000002 748.39401169873679 6.5000000000000009 3.5000000000000004 5.5000000000000009 0.059714795008912663 0.033908045977011504 960.44235003207029 1011.41585003207 0.967204301075269 1.5000000000000002 11.500000000000002 4.5000000000000009 0.03509852216748769 35.500000000000007 35.500000000000007 0.30860805860805868 0.85912698412698429 1020.5262783654035 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 7.5000000000000009 945.96035253207003 0.12660256410256412 4.5000000000000009 5.5000000000000009 24.500000000000004 1144.5916150320702 0.10990338164251208 793.40564253207015 0.074537037037037054 30.500000000000004 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 8.5000000000000018 0.70106382978723414 7.5000000000000009 4.5000000000000009 3.5000000000000004 0.43826219512195125 861.91193253206995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 23 11 12 13 -10 17 16 19 43 44 -16 22 24 -21 -7 27 31 -23 42 -12 -13 -31 32 33 -17 -6 36 37 38 -36 40 -29 -39 -22 -9 45 48 47 -46 49 -19
right_child=-2 -3 -4 5 34 7 -8 14 10 -11 28 29 -14 -15 15 25 -18 18 -20 20 21 26 -24 -25 -26 -27 -28 39 -30 30 -32 -33 -34 -35 35 -37 -38 41 -40 -41 -42 -43 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=-0.0013538438545527378 -0.8319008402060718 0.29601235512644053 -0.025424431285191867 0.017538736567151793 -0.045075658131465232 0.81937022434889217 0.32961409535408226 -0.34424950148826255 3.8046252499686348 -0.57707443099187794 0.13667214895810059 0.38244563940656784 0.33001033402024171 0.28855167530477049 -0.092491011340414597 0.73296394362472572 2.0051948523521426 0.3250811278181131 -1.7368344713002444 -1.0361113685775887 -0.38950233982830512 2.606874046723048 -3.0336494399655254 -0.74988932366273842 1.357119710445404 -0.0049300835636681096 -0.029467198848724365 -0.81694862515222832 -0.61714479400197408 -1.5126508698749701 0.43498976718295701 -0.58215567063778006 -0.34487718672168499 2.7630537553837424 1.5053439957754953 0.31482796157356202 0.22762436720714049 0.12944267412026725 -0.33677871460315745 -2.6174437956376511 1.0020879997147454 -0.79277283887174121 1.864336794614792 -2.3622083734382282 0.94377519717828473 0.96869839179515849 -0.053185050999192886 0.086296387135616839 -0.23227235256953002 -0.10526216243461715
leaf_weight=288633 96 880 95589 139700 32436 169 905 133 45 424 5395 1883 156 20 918 130 20 1860 32 132 41 24 31 49 25 4513 25 305 148 76 132 47 49 38 49 242 201 105 211 22 27 705 24 22 374 150 219 163 629 1219
leaf_count=288633 96 880 95589 139700 32436 169 905 133 45 424 5395 1883 156 20 918 130 20 1860 32 132 41 24 31 49 25 4513 25 305 148 76 132 47 49 38 49 242 201 105 211 22 27 705 24 22 374 150 219 163 629 1219
internal_value=0 0.000137854 -0.000312265 0.00465909 -0.00704785 0.0282215 0.0195474 0.090229 0.164072 -0.222664 0.195681 0.385408 1.03376 2.72276 0.0340667 -0.0466186 -0.27025 0.141137 0.166886 -0.299163 -0.588378 -0.314738 -1.41601 0.466647 -0.488726 0.0280033 1.2618 -0.59886 0.116545 0.316883 -0.276648 0.590989 0.84508 1.19215 -0.055458 -0.278038 -0.39092 -0.507114 0.0103906 -0.790104 -0.669015 -0.673226 0.442684 -0.630669 0.180089 0.123261 0.470094 0.683498 0.0890607 0.154705
internal_weight=0 579325 578445 482856 322582 160274 140605 19669 8497 642 7855 2312 221 65 11172 6371 1594 4801 4646 1574 656 493 163 218 444 4777 49 419 5543 2091 208 264 217 168 33949 1513 1271 1070 260 354 332 810 65 155 4614 3858 756 537 3708 3079
internal_count=579421 579325 578445 482856 322582 160274 140605 19669 8497 642 7855 2312 221 65 11172 6371 1594 4801 4646 1574 656 493 163 218 444 4777 49 419 5543 2091 208 264 217 168 33949 1513 1271 1070 260 354 332 810 65 155 4614 3858 756 537 3708 3079
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=51
num_cat=0
split_feature=7 8 3 4 12 8 3 5 8 10 2 8 1 12 9 6 0 3 13 13 10 0 5 8 3 14 10 3 14 13 14 12 13 0 8 12 11 10 1 6 11 0 10 5 5 5 0 9 11 8
split_gain=6596.57 6946.29 6404.53 11450.8 14031.4 11820.9 11056.2 10824.9 9492.26 15129.3 13212.9 24612 10672.1 13870.7 10207.9 10082.4 13065.7 15483.8 14285.6 18199.2 12248.4 16392.6 17015.1 26975.8 14438.4 11637.7 11100.3 21427.5 15779.3 16873.2 10968.4 12655.5 12316 14257.1 13149.2 11378.4 9716.98 9410.19 9207.02 13049.2 19974.9 9929 9162.54 8994.17 8652.51 14423.9 8566.5 8482.46 8275.8 8262.43
threshold=3.5000000000000004 11.500000000000002 26.500000000000004 8.5000000000000018 8.5000000000000018 4.5000000000000009 36.500000000000007 4.5000000000000009 7.5000000000000009 0.18274582560296851 3.5000000000000004 8.5000000000000018 3247.4275200000006 8.5000000000000018 3.5000000000000004 3.5000000000000004 1165.0077825320702 41.500000000000007 0.20256410256410259 0.30151515151515157 0.16441441441441443 997.54235919873679 3.5000000000000004 1.5000000000000002 36.500000000000007 0.16064516129032261 0.39339826839826847 33.500000000000007 0.14459930313588851 0.072299651567944254 0.059714795008912663 15.500000000000002 0.05634920634920635 1002.03221753207 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 0.087595907928388769 3990.9076300000002 2.5000000000000004 0.10620300751879701 835.41881669873692 0.059714795008912663 3.5000000000000004 4.5000000000000009 7.5000000000000009 964.0890050320703 2.5000000000000004 0.15504807692307696 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 6 -6 -8 12 10 -10 14 13 -4 -12 30 17 18 20 36 21 22 -17 -24 26 -21 27 28 29 -22 31 32 33 34 -14 -36 42 -25 41 40 -40 49 -20 -30 -27 -46 -11 -47 -9 -34
right_child=1 -3 3 4 5 -7 7 48 9 46 11 -13 15 -15 -16 16 -18 -19 19 25 24 -23 23 37 -26 44 -28 -29 43 -31 -32 -33 38 -35 35 -37 -38 -39 39 -41 -42 -43 -44 -45 45 47 -48 -49 -50 -51
leaf_value=-0.00013366198308219262 -0.045802942950764189 -1.543546223640442 0.075160177723276017 -0.018729299428872866 -0.87597076708105348 -2.9352795305577195 -1.141023231546084 2.7573265274365744 -0.29446489282081584 0.61035099069146737 -4.1032221055693103 0.038314928243989535 0.11578227464033633 -0.47070535514695744 -1.4728783335685731 -3.1774260564990668 0.47077215696363367 1.7736471527814865 -1.0253394316543234 -0.88358646803355034 -3.4870475220680235 -0.12602440676871379 1.5044801091446596 -2.1527383711189034 -1.73783513283243 1.8895071244682187 -0.2967659608017974 3.0305331087473668 2.8755588829517365 0.48445292490979902 0.37972607036415434 -1.7243123981356623 -1.7468136145008935 0.12430927978282927 -2.6307454046793284 -0.11494298934936525 2.8853104022996767 -0.12370908737182618 -3.5683767465444713 1.3259737342596054 0.24876700797728424 0.55841582708999637 1.2759576746894989 0.29901906535738992 -1.4471670222282409 0.068947141617536553 -0.19886628884378643 2.6942086052894592 0.039035274301256452 0.26641405136027235
leaf_weight=522695 27836 31 11583 9304 221 22 24 24 173 190 36 46 49 485 25 46 443 40 22 129 20 157 34 96 49 32 267 33 20 23 3450 40 36 198 64 25 28 30 26 22 29 615 81 42 40 32 420 20 21 47
leaf_count=522695 27836 31 11583 9304 221 22 24 24 173 190 36 46 49 485 25 46 443 40 22 129 20 157 34 96 49 32 267 33 20 23 3450 40 36 198 64 25 28 30 26 22 29 615 81 42 40 32 420 20 21 47
internal_value=0 -0.0474691 0.00239835 0.0482583 -0.0408498 -0.700496 -0.53096 0.574073 0.0927868 -0.226152 -0.834707 -1.70818 0.108253 0.0532224 -3.02521 0.213919 0.00456441 -0.161858 -0.226321 0.276743 -0.462767 -0.895783 -1.48244 -0.995136 -0.116545 -0.218635 0.0796112 0.807819 0.109252 -1.36276 0.290545 0.0232342 0.0861522 -0.419508 -1.19977 -1.92406 1.23346 -1.66964 0.30538 -0.732365 -1.5557 0.419859 0.784418 1.13016 0.473129 -0.0195239 0.053185 1.07866 1.48879 -0.606793
internal_weight=0 27867 551554 28859 9616 312 290 69 19243 890 280 107 18353 12068 61 6285 1684 1241 1201 384 817 363 206 160 454 253 405 138 105 43 4601 1151 1111 336 138 89 131 126 775 77 55 698 103 62 124 92 610 52 45 83
internal_count=579421 27867 551554 28859 9616 312 290 69 19243 890 280 107 18353 12068 61 6285 1684 1241 1201 384 817 363 206 160 454 253 405 138 105 43 4601 1151 1111 336 138 89 131 126 775 77 55 698 103 62 124 92 610 52 45 83
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=51
num_cat=0
split_feature=9 11 11 4 2 0 5 6 3 2 0 9 0 10 9 0 4 6 4 13 10 14 3 2 6 10 10 10 14 13 1 11 0 11 10 9 14 14 11 13 0 4 6 0 10 11 12 11 0 10
split_gain=6530.36 8867.08 14618.9 12122.3 8745.58 17288.5 11855.4 7605.33 16270.9 17679.7 16571.5 15508 12266.5 24560.1 22094.1 19700.9 15673 12352.5 12696.3 12084.9 11721.4 11645.6 11097.5 18976.2 26668.8 18617.7 14977.5 14338.6 11959.8 12052.5 12913.3 11111.5 10947.7 9887.81 9640.99 15698.7 23430.6 11622.8 16305.9 10944.6 10431 9595.54 17309.2 17772.6 11360.2 13446.2 9344.91 9323.77 8962.28 8796.69
threshold=1.0000000180025095e-35 0.93218390804597717 0.52086956521739147 12.500000000000002 2.5000000000000004 583.29167253207027 7.5000000000000009 1.0000000180025095e-35 16.500000000000004 3.5000000000000004 884.09291836540353 3.5000000000000004 661.35397753207008 0.72850122850122856 2.5000000000000004 499.84664711540341 5.5000000000000009 3.5000000000000004 3.5000000000000004 0.87689393939393956 0.58898944193061853 0.65108695652173931 21.500000000000004 2.5000000000000004 3.5000000000000004 0.62645348837209314 0.49418604651162795 0.75277777777777788 0.23606811145510839 0.091966173361522213 2440.1592950000004 0.09232954545454547 875.42535503207012 0.18634259259259262 0.267948717948718 3.5000000000000004 0.11237373737373739 0.13714733542319751 0.053342816500711245 0.16064516129032261 918.45581253207013 3.5000000000000004 2.5000000000000004 604.30462503207002 0.03509852216748769 0.12060606060606062 9.5000000000000018 0.29893617021276603 984.47344919873672 0.93440860215053767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 8 -2 21 11 20 13 15 16 17 -15 18 -9 -13 32 49 23 -14 27 26 -26 31 29 30 -29 -25 -11 34 35 36 -12 38 40 -38 -37 -17 44 -44 45 -43 -36 -35 -39 -10
right_child=1 -3 3 -5 5 6 -8 12 9 10 33 19 22 14 -16 41 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 -32 -33 -34 47 46 37 39 48 -40 -41 -42 42 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.1949606993941887 -0.00070043576106594996 0.085078508759558219 -0.03781267319015362 -1.7501422925224137 -0.86745164493604587 -0.092723686242673811 -0.60632243348358239 0.12227442901057735 0.084147540483701877 0.092623318944799762 3.5734774321925884 -0.27549191311403298 -0.018199620463134399 -0.054326163711396758 -0.93392406079185675 -0.0049844100538760927 0.19100264755570961 1.2730297251020448 0.46127991878252428 -1.5963087672079115 -0.45180820148100942 0.20905745146962809 0.010000355934153802 -0.14716314562623883 -0.35819715039399402 -0.85499430248922936 0.61140693863342099 -0.53108014711350326 0.1889816313992925 0.025881022608686639 1.4927877749457505 0.0735477822520023 -2.2547543268091981 -1.3035947458611596 -0.75607433536223001 2.2419818639755249 -1.1801001039418308 0.77466240758603477 -2.0747309252619743 1.9077873547871906 -0.18875722473317927 0.29657117528455806 0.65680800913213389 0.11260076629460583 0.016171253278933619 -0.072246964208042649 1.4641017845043771 0.56344215824918931 3.2590413665771489 -0.0051299393898085639
leaf_weight=1713 174806 12157 20750 43 337 5827 487 3245 40577 3015 49 2846 112633 28695 274 16763 2864 118 1675 71 486 5774 78158 18642 1278 733 182 706 3157 2207 33 2599 20 54 70 26 22 53 32 24 55 3543 1052 1397 13543 1371 26 53 20 15160
leaf_count=1713 174806 12157 20750 43 337 5827 487 3245 40577 3015 49 2846 112633 28695 274 16763 2864 118 1675 71 486 5774 78158 18642 1278 733 182 706 3157 2207 33 2599 20 54 70 26 22 53 32 24 55 3543 1052 1397 13543 1371 26 53 20 15160
internal_value=0 0.000578091 -0.00123832 -0.0724304 -0.0697976 -0.169585 -0.132338 0.00239255 0.015482 0.0568187 -0.0946997 -0.137124 -0.00840506 0.026661 -0.0398251 0.0762185 -0.0320624 0.261938 0.237688 -0.307641 0.00414241 0.0738694 -0.0202684 -0.0369086 -0.108251 -0.443781 -0.237329 -0.0813418 0.0537529 -0.0911613 -0.440704 -0.120157 0.0771546 0.46961 0.710406 1.00598 2.05184 0.471809 -0.163553 0.430972 0.59148 0.0513796 0.0965739 0.346372 0.063429 0.193671 -0.154777 -0.378801 1.45531 0.0598648
internal_weight=0 577708 565551 27444 27401 6651 6314 538107 243239 68433 6922 6438 294868 74540 31833 42707 31559 5038 4920 2917 3521 61511 220328 142170 29537 2193 1460 27344 6103 2946 739 21241 3035 484 377 281 95 186 113 46 81 37669 20906 2449 18457 4914 96 107 73 55737
internal_count=579421 577708 565551 27444 27401 6651 6314 538107 243239 68433 6922 6438 294868 74540 31833 42707 31559 5038 4920 2917 3521 61511 220328 142170 29537 2193 1460 27344 6103 2946 739 21241 3035 484 377 281 95 186 113 46 81 37669 20906 2449 18457 4914 96 107 73 55737
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=51
num_cat=0
split_feature=8 12 14 1 4 10 5 4 1 5 1 9 0 8 7 3 13 14 13 12 0 10 6 0 14 5 9 6 10 5 11 13 10 2 0 1 2 4 8 5 13 13 13 8 14 0 0 0 8 6
split_gain=6586.14 8114.53 8065.04 12999.5 13060.7 12958.9 7763.94 7037.99 6889.46 6733.89 10310.9 20230.5 11101.5 8280.93 6878.98 10216.7 18432.6 10230.8 11353.6 12942.1 11401.1 10948.6 13310.7 7297.7 6797.18 6719.37 7531.61 10633.6 10206 9263.22 8592.25 8260.11 8223.17 7526.44 7461.93 9981.39 7501.6 7487.12 7240.77 7193.16 7143.16 12275.9 12170.8 10474.1 8843.86 8778.72 8590.55 8426.2 10333.9 7592.91
threshold=1.0000000180025095e-35 6.5000000000000009 0.21525096525096529 3990.9076300000002 9.5000000000000018 0.11834733893557424 1.0000000180025095e-35 15.500000000000002 3475.2235900000005 1.5000000000000002 3383.3926800000004 4.5000000000000009 1144.5916150320702 1.5000000000000002 2.5000000000000004 38.500000000000007 0.67028985507246386 0.42206477732793529 0.087595907928388769 4.5000000000000009 1127.0524375320704 0.35805860805860812 4.5000000000000009 1362.6909100320706 0.53410852713178303 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.6984848484848486 8.5000000000000018 0.033908045977011504 0.20256410256410259 0.87026647966339421 2.5000000000000004 1102.5722025320704 3585.7070200000003 3.5000000000000004 9.5000000000000018 10.500000000000002 16.500000000000004 0.22361111111111112 0.267479674796748 0.21525096525096529 3.5000000000000004 0.95742753623188415 956.7117450320701 782.40568753207003 997.54235919873679 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 -3 -4 5 -5 -1 9 -8 10 -2 12 -12 -11 15 25 17 18 19 -17 21 22 -20 -22 -19 -15 27 29 33 -27 32 -30 40 -29 35 36 -35 -36 39 -31 42 -42 44 -44 45 -28 -45 49 -49 -47
right_child=1 2 3 4 -6 -7 8 -9 -10 13 11 -13 -14 14 -16 16 -18 24 20 -21 23 -23 -24 -25 -26 26 30 28 31 38 -32 -33 -34 34 37 -37 -38 -39 -40 -41 41 -43 43 46 -46 47 -48 48 -50 -51
leaf_value=-0.010005920242749822 -0.032816224578600908 -0.11195035911128542 0.041980804074936005 3.4811585547402504 -0.25685167014598848 0.6968781306062426 0.029253674101322874 1.5269447139898937 0.33250863202233044 0.02269959287196879 -2.400732120480694 1.8963889431953431 -0.10091798156499864 -0.014373342081578734 -0.055621816296702944 3.8198759198188785 -2.2174246390660604 -1.805431774968193 0.53733155230681107 1.0595542336382517 3.0312908001568011 1.6363586607433502 -2.8291746764079386 0.72493061344413201 0.68295037409533632 0.014229429819826785 0.33517752411016866 0.018322453591611613 -0.19753570218418903 0.22502734936534652 -0.096647252226266911 0.15514350575426492 -1.8571299348771573 -0.48758240124496077 0.37853979883816447 -2.5816080050034955 0.55954948767191837 -1.1029964283653875 -0.67129410052465077 1.9640362322330476 -0.50268911321664 0.13376722347023631 0.20900610246156393 0.97693242051384677 1.8256475382617543 -1.1627523230733696 3.6618633820460396 0.92857721119242564 -0.032202752517156694 -0.0046907645564119357
leaf_weight=74940 63094 12348 2020 32 40 35 116484 30 754 114094 61 20 32 132274 29589 29 21 21 24 41 23 21 23 34 23 17222 2296 645 1124 2664 1508 1623 20 1374 203 22 72 41 90 24 338 2931 38 22 35 108 26 136 633 119
leaf_count=74940 63094 12348 2020 32 40 35 116484 30 754 114094 61 20 32 132274 29589 29 21 21 24 41 23 21 23 34 23 17222 2296 645 1124 2664 1508 1623 20 1374 203 22 72 41 90 24 338 2931 38 22 35 108 26 136 633 119
internal_value=0 -0.00751067 -0.0809705 0.0988787 1.17303 2.02668 0.0151342 -0.00465814 0.031204 -0.00478141 -0.0345255 -0.988905 -1.6094 0.00129241 -0.0112049 -0.00328043 0.623084 0.872668 1.18346 2.20312 0.612446 -0.261934 -1.11011 1.65557 -0.504687 -0.00426393 0.0358757 0.00868439 -0.120149 0.0415626 0.11902 0.0108365 0.167546 -0.272808 -0.382491 -0.467606 -0.435443 0.129593 0.211013 0.240554 0.173606 0.0679605 0.274795 1.44934 0.244434 0.227623 2.43127 -0.0203146 0.137714 -0.555663
internal_weight=0 387243 14475 2127 107 67 192178 372768 117238 372738 63207 113 93 309531 195437 165848 260 239 195 70 125 68 47 57 44 165588 33314 25104 5104 20000 8210 2747 6702 2357 1712 1468 1446 244 2778 2688 6682 3269 3413 86 3327 3292 48 996 769 227
internal_count=579421 387243 14475 2127 107 67 192178 372768 117238 372738 63207 113 93 309531 195437 165848 260 239 195 70 125 68 47 57 44 165588 33314 25104 5104 20000 8210 2747 6702 2357 1712 1468 1446 244 2778 2688 6682 3269 3413 86 3327 3292 48 996 769 227
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=51
num_cat=0
split_feature=12 6 2 10 12 4 1 0 11 8 10 4 6 14 1 14 10 0 10 3 11 6 1 10 12 5 14 5 12 5 14 11 3 13 7 14 10 1 1 14 12 14 13 3 0 5 3 8 13 8
split_gain=6043.83 8626.35 8134.2 14196.2 11847.4 11099.4 9917.82 9072.47 13081 8937.73 8507.52 11629.7 13090.6 9288.9 10785.1 7549.53 14727.2 17725.5 9100.25 7460.9 7586.24 7267.87 8017.37 7245.01 7541.98 11598.1 6796.74 6763.03 9226.64 7212.03 11481.8 15208.2 11060.3 6629.13 8537.07 8116.98 10367.4 11796.6 7428.57 7389.13 10996.4 7014.42 6626.21 7405.02 7358.9 6234.47 6230.38 6186.53 6176.05 6110.56
threshold=4.5000000000000009 13.500000000000002 2.5000000000000004 0.28759398496240607 8.5000000000000018 5.5000000000000009 3035.3728750000005 1176.0554425320704 0.10990338164251208 3.5000000000000004 0.22967032967032971 9.5000000000000018 1.0000000180025095e-35 0.31909090909090915 3585.7070200000003 0.36474501108647456 0.35805860805860812 1165.0077825320702 0.7231800766283526 35.500000000000007 0.030776515151515155 3.5000000000000004 3757.3374450000006 0.97894503546099298 6.5000000000000009 14.500000000000002 0.050641025641025648 9.5000000000000018 8.5000000000000018 10.500000000000002 0.13714733542319751 0.12660256410256412 34.500000000000007 0.11237373737373739 7.5000000000000009 0.037749287749287756 0.57979626485568769 3001.4799050000006 3105.9957700000004 0.27149877149877155 6.5000000000000009 0.29217479674796754 0.080540540540540564 28.500000000000004 818.3761091987368 6.5000000000000009 40.500000000000007 1.5000000000000002 0.080540540540540564 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 6 23 -2 9 45 -4 11 13 -13 27 -15 33 -17 18 -18 20 -14 22 -12 24 25 -5 -21 -11 29 32 31 -31 -29 34 35 36 42 -38 -39 -35 41 47 44 -44 -7 -9 -47 -41 -28 -20
right_child=2 -3 3 5 -6 15 -8 8 -10 10 21 12 19 14 -16 16 17 -19 49 26 -22 -23 -24 -25 -26 -27 48 28 -30 30 -32 -33 -34 39 -36 -37 37 38 -40 40 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=0.0038791288925562363 -0.060981099577401249 1.8997911798961771 -0.039081879914864927 0.075656458576233473 -0.37032052554962475 2.2724735277039665 0.40019876338337168 0.16777293259836265 0.5975679617986539 -0.11637707251075605 -0.89846840274484863 0.73269841998815544 -1.8096768326300663 0.24916637531098199 2.4497862377166748 1.8392852458913449 -0.40019379940710059 2.8168941696484886 0.70751085156313975 -3.3606846074263252 0.15455314633893033 -2.4429262003898624 0.9661563202186868 -1.2972036977750916 0.26947051426438956 2.277911448975404 -0.079055170390916918 -0.95654581461993748 1.0589519474241469 1.472711114925535 -1.8796951381075715 -1.2506016347859357 -3.5227102160453798 0.030052726417705806 1.8143930690444035 -0.15442660054665114 1.7159422290736233 -1.9851436025566525 -0.19956275516573121 2.1604805525611428 2.4255495983978799 -0.0037838060242734897 0.54292731277178974 3.2015781066634439 0.26594702442909812 -0.67085000015092344 0.82610624209046368 0.17230190655280805 -2.145172476157164 -0.72977787132774086
leaf_weight=503355 28746 24 22513 6677 1230 21 474 397 522 1825 158 40 32 204 25 59 239 24 191 24 51 25 27 35 3235 24 23 71 27 46 36 37 22 3267 23 4716 29 27 170 34 29 157 20 22 141 212 32 29 39 35
leaf_count=503355 28746 24 22513 6677 1230 21 474 397 522 1825 158 40 32 204 25 59 239 24 191 24 51 25 27 35 3235 24 23 71 27 46 36 37 22 3267 23 4716 29 27 170 34 29 157 20 22 141 212 32 29 39 35
internal_value=0 0.00396952 -0.0262772 0.000451587 -0.0662976 0.0658624 -0.0534999 -0.0471515 0.225926 -0.0597417 -0.231244 -0.179932 -0.894048 -0.114842 0.489409 -0.0131422 0.346842 0.166772 0.0299915 -1.27908 -0.60274 -0.842595 -0.626334 0.139019 0.144079 0.083544 -1.93182 -0.181883 -0.682089 -0.903825 -0.388207 0.258704 -1.5636 -0.0358562 -0.107911 -0.116503 0.299422 -0.167089 -0.444287 0.0700746 0.595181 0.353905 0.816244 1.93555 0.526052 -0.0767222 -0.474528 1.24529 -1.37871 0.484922
internal_weight=0 503379 76042 45592 30450 19204 29220 26388 1163 25225 2712 2502 209 2293 229 9233 548 489 465 169 83 210 185 9971 9936 6701 86 2064 239 212 119 83 93 8685 5169 5146 430 226 197 3516 249 220 204 42 162 641 244 63 62 226
internal_count=579421 503379 76042 45592 30450 19204 29220 26388 1163 25225 2712 2502 209 2293 229 9233 548 489 465 169 83 210 185 9971 9936 6701 86 2064 239 212 119 83 93 8685 5169 5146 430 226 197 3516 249 220 204 42 162 641 244 63 62 226
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=51
num_cat=0
split_feature=7 3 1 4 10 10 0 9 10 6 13 6 2 12 5 11 9 10 13 10 4 0 1 13 3 12 9 0 14 2 11 14 3 1 3 3 8 6 8 6 0 1 1 10 5 3 0 12 9 10
split_gain=5870.13 6355.1 9051.22 16994.9 7862.68 10942.6 14199 19445.9 19541.3 11189.3 9555.65 8819.26 16808.3 12720 8598.69 8563.99 31085 16317.8 21130.7 12959.9 14304.9 12884.7 12803.4 15398.4 11241.2 14096 10493.6 17009.7 12770 9671.6 9324.02 8875.66 20408.7 14338 8449.14 8294.89 8137.45 7846.18 15584.8 9925.54 12754.3 12498.6 9417.43 8753.87 7772.44 7759.39 7407.68 9401.1 9083.69 24425.1
threshold=1.5000000000000002 19.500000000000004 2061.9945550000007 6.5000000000000009 0.95346320346320357 0.19722222222222227 771.8522800320701 3.5000000000000004 0.34891304347826091 1.5000000000000002 0.63211600429645554 2.5000000000000004 3.5000000000000004 4.5000000000000009 8.5000000000000018 0.075961538461538483 3.5000000000000004 1.0000000180025095e-35 0.042572463768115944 0.03509852216748769 5.5000000000000009 993.19139336540354 3193.0687900000007 0.56385869565217395 37.500000000000007 6.5000000000000009 3.5000000000000004 872.77063503207012 0.31909090909090915 3.5000000000000004 0.080540540540540564 0.063164893617021281 30.500000000000004 3193.0687900000007 36.500000000000007 31.500000000000004 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 843.37797003206992 3990.9076300000002 3247.4275200000006 0.1012820512820513 6.5000000000000009 16.500000000000004 1046.2061533654035 9.5000000000000018 2.5000000000000004 0.73431372549019625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 8 11 14 15 -7 -13 -14 46 16 22 18 31 20 -19 -22 -3 -24 26 -26 -17 28 29 -28 -31 32 -18 -33 35 -12 -9 42 39 -39 43 -42 -21 -41 -45 -4 48 -48 49 -8
right_child=-2 4 45 -5 -6 6 9 36 -10 -11 34 12 13 -15 -16 24 17 19 -20 37 21 -23 23 -25 25 -27 27 -29 -30 30 -32 33 -34 -35 -36 -37 -38 38 -40 40 41 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=-0.00016895970246100291 -0.016562397655316731 -0.10276969514591552 -0.51932298789808673 0.10759121565958829 -0.057768794223207666 0.1914437636872991 -0.025644798815610426 -0.64216408430068039 -0.068396601454091044 0.044799610257348785 0.20034823863021065 -0.044060603663863912 1.5802775375079365 -0.39155682263274993 0.55763673613051123 0.078878712845254315 -0.55450301806668978 3.5000609474182127 0.075347541881542524 0.46653676382943793 1.6648684429270881 -0.93202556412795501 -0.3874501319659398 -2.8942317912578588 2.390535172172215 0.1029657359306629 -0.054440745388996514 0.17891683313672135 0.26543546846255345 0.84970917497362408 -0.82271870316023521 -1.3150520063343301 -4.4576207853498913 0.3766839772462845 -1.7452538717876782 1.8224645789712668 -0.030468364669092047 -0.055610674612417622 -2.5230452435357229 1.0143586458791825 -0.16450286185148585 2.4016824197769164 1.7599251527812276 0.4819837164890719 -1.0354462735163861 -0.047593147671974173 0.097415631827845295 -0.7389396829163507 0.36021334986279374 0.42730904136355141
leaf_weight=298463 156277 12460 353 15390 8801 1178 3249 688 5476 13306 2121 166 203 39 550 11238 37 25 2182 529 56 29 1236 25 46 65 282 858 235 35 701 113 21 90 22 32 318 770 21 364 372 20 63 251 39 28565 7080 137 2965 1879
leaf_count=298463 156277 12460 353 15390 8801 1178 3249 688 5476 13306 2121 166 203 39 550 11238 37 25 2182 529 56 29 1236 25 46 65 282 858 235 35 701 113 21 90 22 32 318 770 21 364 372 20 63 251 39 28565 7080 137 2965 1879
internal_value=0 0.00611688 0.000182575 0.00511514 0.0314252 0.0423932 0.0799429 -0.0374697 0.0211261 0.112422 0.00167659 0.330222 0.730911 1.2625 0.169155 -0.0120415 -0.0558166 0.158133 -0.0263682 0.335658 1.39732 0.778869 -0.1335 -0.437148 0.048785 1.05097 0.0404516 -0.164117 -0.399011 -0.552395 -0.743187 -0.876728 -1.9677 -0.565021 0.204534 0.224458 -0.448805 0.287579 0.185551 0.216872 0.417458 -0.033575 0.604178 0.687801 0.277916 -0.0533515 0.155199 0.0815391 0.220885 0.140326
internal_weight=0 423144 342771 313853 80373 71572 37234 8068 7062 29166 34338 1586 408 242 15860 32163 18703 4982 2443 2539 110 85 13721 1261 13460 111 13349 2111 1253 1018 736 261 58 203 2175 2153 1006 2429 1837 1816 1046 392 592 654 290 28918 15310 7217 8093 5128
internal_count=579421 423144 342771 313853 80373 71572 37234 8068 7062 29166 34338 1586 408 242 15860 32163 18703 4982 2443 2539 110 85 13721 1261 13460 111 13349 2111 1253 1018 736 261 58 203 2175 2153 1006 2429 1837 1816 1046 392 592 654 290 28918 15310 7217 8093 5128
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=51
num_cat=0
split_feature=7 0 10 2 4 0 7 10 10 10 13 3 14 0 14 14 11 4 2 7 9 14 14 7 4 1 13 0 9 6 2 3 5 7 8 14 7 8 13 3 14 13 3 8 1 11 4 12 13 8
split_gain=5450.77 9825.51 10633.1 11242.2 10411.9 11986.6 11741.9 10183.2 8799.36 7806.6 13000.5 21542.9 9929 15158 12137.5 10687.5 9512.39 8546.54 7724.15 10388.6 10063.3 9878.9 10116.6 7599.04 7644.47 8865.95 8075.81 7412.29 7411.25 17563.9 15446 9525.07 8150.35 8591.51 7341.5 7255.76 6984.41 6595.97 9864.34 9337.17 9053.79 8358.46 7264.61 8078.25 7167.88 8791.25 10377.7 7107.65 10173.6 12994.8
threshold=4.5000000000000009 887.39409003207015 0.45584415584415588 3.5000000000000004 5.5000000000000009 975.99820503207002 6.5000000000000009 0.95060975609756104 0.46770833333333339 0.11834733893557424 0.063164893617021281 31.500000000000004 0.036375661375661381 746.39816669873687 0.039230769230769243 1.0000000180025095e-35 0.16064516129032261 2.5000000000000004 2.5000000000000004 6.5000000000000009 4.5000000000000009 0.3816526610644258 0.15504807692307696 12.500000000000002 2.5000000000000004 2428.1067250000006 0.57979626485568769 869.95145253207011 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 40.500000000000007 6.5000000000000009 7.5000000000000009 5.5000000000000009 0.12060606060606062 6.5000000000000009 3.5000000000000004 0.64400921658986188 40.500000000000007 0.65108695652173931 0.028991596638655467 36.500000000000007 2.5000000000000004 3990.9076300000002 0.17752100840336138 11.500000000000002 6.5000000000000009 0.096006144393241177 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 18 8 -5 -6 35 9 -4 10 11 -2 13 -12 -14 -15 17 -16 -3 20 34 22 -22 24 25 -9 -26 -19 30 -30 -21 32 33 -31 37 -7 -28 41 39 40 -39 42 43 -20 47 46 -46 -43 49 -49
right_child=1 2 3 4 5 6 -8 23 -10 -11 12 -13 14 15 16 -17 -18 27 19 28 21 -23 -24 -25 26 -27 36 -29 29 31 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 44 -44 -45 45 -47 -48 48 -50 -51
leaf_value=0.0014112695123959288 0.34943675791833839 -0.056401122116465412 1.687961154324668 -0.43979914155271321 0.095937834720719942 -0.40174958705902103 3.5706139469146727 0.19943150606304408 -0.0918379993607812 -0.099467470806847438 1.1727365552232816 2.7091827077865602 2.3596688171227771 -0.39940189288722144 -0.28130164495041204 -2.8038267893226525 -0.39357400363618017 0.34791350912128627 -0.69577162812967774 -0.7537149668981632 0.2822317089353289 -0.97513533319745749 3.0498486785888677 -1.4484646331696283 1.0127462584892628 -1.9369291015293291 -0.41248405609083805 1.6180260338783263 1.4061493253578312 -0.8556502866744996 1.5153521129063199 -2.8127984927459195 -0.090651123285293581 -2.5895417323299483 -1.1754146667792627 2.177225083609422 1.0118090116039471 -0.46139873226483669 2.2632072173945961 1.8630971988042195 1.6455942065819451 -0.51252139908432126 1.6388763524591923 1.5034521183241969 -3.801087585362521 0.029420821420077622 -0.97971018403768539 3.3938412517309189 -0.52546334020924146 0.030764016840193011
leaf_weight=567408 171 914 28 54 55 20 30 125 3512 3383 26 50 24 36 215 38 302 567 61 210 28 21 25 21 284 23 95 50 23 65 35 44 50 51 97 24 54 180 21 24 23 710 34 23 22 29 32 20 57 27
leaf_count=567408 171 914 28 54 55 20 30 125 3512 3383 26 50 24 36 215 38 302 567 61 210 28 21 25 21 284 23 95 50 23 65 35 44 50 51 97 24 54 180 21 24 23 710 34 23 22 29 32 20 57 27
internal_value=0 -0.0666582 -0.149266 -0.0382508 0.726034 1.21406 2.04509 0.0323529 -0.0777605 -0.0156843 0.175958 0.883316 0.0516919 -0.904327 0.13425 -1.63411 0.0871508 0.261645 -0.295518 -0.409824 -0.275246 0.860417 1.58771 0.420321 0.487868 -0.13257 0.699935 0.45084 -0.813559 -1.21733 -0.429563 -1.50466 -1.15793 -1.61796 -0.337039 1.00496 0.103703 -0.272651 0.189672 -0.00215318 -0.222675 -0.385612 0.405586 -0.0936032 -0.489694 -1.37496 -2.12916 -0.399428 0.372654 1.46186
internal_weight=0 12013 6549 3723 183 129 74 5464 3540 4862 1479 221 1258 100 1158 74 1134 832 2826 1912 1434 74 53 602 581 148 433 617 478 233 245 210 166 116 1360 44 149 1263 248 227 203 1015 118 84 897 83 54 814 104 47
internal_count=579421 12013 6549 3723 183 129 74 5464 3540 4862 1479 221 1258 100 1158 74 1134 832 2826 1912 1434 74 53 602 581 148 433 617 478 233 245 210 166 116 1360 44 149 1263 248 227 203 1015 118 84 897 83 54 814 104 47
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=51
num_cat=0
split_feature=8 3 1 1 4 0 4 12 3 0 5 2 6 3 0 5 8 6 0 0 1 12 10 5 13 1 13 14 7 6 0 0 3 5 9 6 1 2 6 12 3 7 12 14 4 10 10 2 14 3
split_gain=5387.02 7400.11 7022.43 7002.57 9695.03 6605.18 6389.64 6240.36 8157.98 5775.29 5601.69 5492.54 6330.92 8738.53 5178.24 5155.02 5324.86 5056.38 14785.3 7538.92 11786 11608 14622.5 7717.32 9180.12 7406.17 7359.91 6800.56 6449.5 8534.11 10331.6 16790.2 13590.6 6413.42 5611.73 9586.14 6716.15 6674.31 9635.03 20390.9 12884.4 11078.4 10136.3 8693.88 8379.34 7905.87 9477.1 9438.34 8212.91 7838.13
threshold=1.0000000180025095e-35 17.500000000000004 1987.94217 1987.94217 6.5000000000000009 562.62723503207019 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 659.36479253207006 4.5000000000000009 2.5000000000000004 2.5000000000000004 34.500000000000007 780.38975503207018 20.500000000000004 12.500000000000002 1.0000000180025095e-35 702.37839753207015 1006.7816783654035 2298.0417150000007 7.5000000000000009 0.75277777777777788 3.5000000000000004 0.037749287749287756 2382.2192800000007 0.065942028985507259 0.26006441223832533 5.5000000000000009 2.5000000000000004 744.41782253207009 935.44215503206999 29.500000000000004 13.500000000000002 5.5000000000000009 1.5000000000000002 3148.0373600000007 3.5000000000000004 2.5000000000000004 10.500000000000002 28.500000000000004 2.5000000000000004 11.500000000000002 0.063164893617021281 6.5000000000000009 0.75277777777777788 0.88117647058823534 2.5000000000000004 0.89564428312159727 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 10 11 8 -8 -3 -4 -2 -13 -14 -6 16 -9 18 25 20 -20 26 23 24 -23 -7 -22 -28 33 -30 -31 32 -32 34 37 36 -36 45 42 40 41 -40 49 -44 -43 -19 47 -47 -49 -39
right_child=6 2 5 -5 14 17 7 15 -10 -11 -12 12 13 -15 -16 -17 -18 28 19 -21 21 22 -24 -25 -26 -27 27 -29 29 30 31 -33 -34 -35 35 -37 -38 38 39 -41 -42 44 43 -45 -46 46 -48 48 -50 -51
leaf_value=0.0019988780814196795 -0.067417357296971722 0.37800627956920141 -0.23774174553850941 -0.11463826058238834 0.23511572517070667 -0.013424742723348355 -0.030410496935418981 -0.014220367487696201 0.028487414802936095 0.10093162516853982 -1.8656102028760042 -0.046999974395934639 -0.48424724379824841 -2.3007292521851403 0.051157712431919924 1.2751913747479839 -1.0166643769111274 -0.030489826341881639 0.034741914707704193 0.051474116328921765 0.01229357900773782 1.4878220500690598 2.3682129119123734 1.5684719613238949 0.03437492696894813 -0.48730875624857761 0.26842655312816083 0.69022660003026148 0.089677431936497284 0.61373811784912569 -1.3540510411262512 -0.29222343988617921 -4.2322136867614022 1.2342279025099494 -0.49018506285819141 0.16460866917643632 -2.8858591318130493 0.48029753226319694 0.90046003625233484 -2.7531082153320314 -0.062289455173834808 -0.66424592731745691 0.079863750416299575 2.7738377075195313 0.89046242839789813 -0.025600679657615595 0.050211480029991144 0.55317769344346446 2.6125687679648402 -0.06058879417190069
leaf_weight=140380 2586 1088 540 4855 2656 826 31821 261732 90118 2438 22 385 489 28 3610 31 53 15405 1834 4210 729 56 56 67 194 549 1371 530 276 51 75 151 21 44 22 57 25 311 577 20 316 91 23 25 56 356 5701 610 20 1934
leaf_count=140380 2586 1088 540 4855 2656 826 31821 261732 90118 2438 22 385 489 28 3610 31 53 15405 1834 4210 729 56 56 67 194 549 1371 530 276 51 75 151 21 44 22 57 25 311 577 20 316 91 23 25 56 356 5701 610 20 1934
internal_value=0 0.0136873 0.0515577 0.00351932 0.00743116 0.0387573 -0.00679262 -0.00556798 0.0131175 0.186427 -0.301466 -0.141529 -0.354005 -0.582625 0.129133 -0.0142706 -0.0144233 0.0439831 0.102887 0.149322 0.234485 0.356473 0.878537 0.615377 0.359947 -0.202634 0.282432 0.386025 0.0205222 -0.310983 -0.682065 -0.94962 -1.98365 0.0279573 0.0258798 -0.707191 -1.76448 0.0288761 0.160339 0.40966 0.470482 0.703018 0.0450836 1.48298 -0.0719761 0.0089234 0.0997206 0.38598 0.618555 0.0143402
internal_weight=0 192178 40677 151501 146646 37151 387243 383755 121939 3526 562 3488 902 517 6266 261816 261785 36589 10422 9047 4837 3003 373 317 250 1375 2630 1901 26167 574 298 247 96 25593 25549 104 47 25445 3353 1060 1040 724 2293 48 147 22092 6687 986 630 2245
internal_count=579421 192178 40677 151501 146646 37151 387243 383755 121939 3526 562 3488 902 517 6266 261816 261785 36589 10422 9047 4837 3003 373 317 250 1375 2630 1901 26167 574 298 247 96 25593 25549 104 47 25445 3353 1060 1040 724 2293 48 147 22092 6687 986 630 2245
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=51
num_cat=0
split_feature=7 13 3 14 10 9 10 9 10 10 5 8 4 14 14 10 14 14 0 5 4 0 11 13 5 6 5 4 4 11 14 12 4 0 6 13 13 4 13 1 0 1 10 13 11 0 12 14 3 8
split_gain=5442.1 5136.33 5225.63 7587.74 15643.3 11778.1 10246.1 7190.9 15971.4 23952.8 14756.9 14989.7 13412.5 11091 10089.5 15559.8 9764.44 12487.2 14795.1 12431.4 9988.37 9292.6 8635.13 11686.7 23706.4 11026.1 9866.25 12604 17171.6 11473.5 10008.2 7244.22 7177.78 14101.6 14502.5 12629.8 11706.3 9016.01 9430.86 8742.47 7154.69 7955.7 23380.6 25279.9 21119.6 18776.6 13149.6 22522.3 16912 11452.5
threshold=1.0000000180025095e-35 0.60303030303030314 32.500000000000007 0.81016731016731025 0.25290697674418611 2.5000000000000004 0.84731934731934744 3.5000000000000004 0.45584415584415588 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 13.500000000000002 0.26393188854489169 0.029857397504456332 0.10620300751879701 0.11583184257602865 0.10435571687840291 908.49508003207006 6.5000000000000009 5.5000000000000009 1002.03221753207 0.30860805860805868 0.18065268065268067 6.5000000000000009 2.5000000000000004 3.5000000000000004 10.500000000000002 7.5000000000000009 0.087595907928388769 0.080540540540540564 2.5000000000000004 7.5000000000000009 1063.5212350320703 1.0000000180025095e-35 0.28062500000000007 0.26393188854489169 8.5000000000000018 0.28062500000000007 3990.9076300000002 1362.6909100320706 3990.9076300000002 0.45584415584415588 0.36474501108647456 0.30495169082125612 1030.5273950320702 3.5000000000000004 0.077677224736048281 41.500000000000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -6 40 9 12 11 -11 16 21 15 -12 17 18 -9 -19 -20 -13 23 26 25 -25 -22 28 -28 -30 -29 -18 35 34 -34 39 -35 -36 -39 -16 41 -4 43 44 49 -44 48 -48 -47 -43
right_child=1 -3 3 4 6 -7 -8 8 -10 10 14 13 -14 -15 32 -17 31 19 20 -21 22 -23 -24 24 -26 -27 27 30 29 -31 -32 -33 33 36 37 -37 -38 38 -40 -41 -42 42 45 -45 -46 46 47 -49 -50 -51
leaf_value=0.011403099443484936 -0.016614679680820022 0.016684341355411424 0.025338649309560042 0.73922104747207085 2.8387610435485842 -2.4625440979003907 0.60045269966818571 -1.9949162422191529 -1.0771988194564295 0.11932911396026612 1.2136682983774405 2.307367306755435 2.3750836994336999 0.83172530084848406 1.2778222836709272 -2.015915893486568 -1.2490113321159568 -3.7306044022242228 1.7987719501767838 -0.39902511686086656 -1.8802220334188413 4.9946564479307698 0.77367434307366989 3.2817258786272121 -1.7741416507297094 0.39650292304845958 -2.0257104539622861 -0.59436061297144205 2.1273069594228686 -0.3112155946663448 -3.2680711717832658 0.41986545998542035 -2.3780919273694354 0.82246331097657233 -1.1915896079119515 -0.94508861133030475 3.3394121729809307 0.13448751763293618 2.0967714916576039 3.3772657139301305 0.37603014030033211 -0.83343019419041209 1.8673645261781555 1.6254338157839248 0.37121621550587208 -3.6130999471460075 -1.1335517538170661 1.2701129744734083 0.35434557524594396 -1.9607152061462401
leaf_weight=243001 263142 66384 3798 27 39 20 43 42 87 35 26 31 23 24 96 35 28 21 28 24 59 22 79 27 27 26 24 42 43 35 21 366 24 94 34 21 23 95 33 25 459 323 70 45 115 21 62 105 22 125
leaf_count=243001 263142 66384 3798 27 39 20 43 42 87 35 26 31 23 24 96 35 28 21 28 24 59 22 79 27 27 26 24 42 43 35 21 366 24 94 34 21 23 95 33 25 459 323 70 45 115 21 62 105 22 125
internal_value=0 -0.00823662 -0.014363 0.0715814 0.831312 -0.623232 1.66501 0.0570943 0.24083 0.31563 0.796606 1.83526 -0.00922602 2.61522 0.566707 -0.639372 -0.0707049 -0.364994 -0.20717 -1.95376 -0.0244803 3.42285 -0.157773 -0.399827 0.637673 1.86633 -0.770362 -0.373503 0.313378 1.0331 -1.4856 0.301265 0.732034 0.457094 -0.0839703 1.3187 1.31725 0.2559 0.640389 1.71159 -0.000758264 -0.0376652 -0.307134 -0.65535 -0.837651 0.448992 -0.0237993 0.377734 -1.58324 -1.14796
internal_weight=0 336420 270036 6894 129 47 82 6765 1620 1533 618 112 915 77 506 61 892 498 453 45 411 53 383 304 80 53 224 165 102 78 63 394 445 303 186 142 117 162 128 121 5145 4686 888 608 563 280 210 167 43 448
internal_count=579421 336420 270036 6894 129 47 82 6765 1620 1533 618 112 915 77 506 61 892 498 453 45 411 53 383 304 80 53 224 165 102 78 63 394 445 303 186 142 117 162 128 121 5145 4686 888 608 563 280 210 167 43 448
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=51
num_cat=0
split_feature=1 0 1 0 9 1 8 5 7 1 13 5 4 14 3 7 6 3 10 13 14 14 12 7 11 9 2 0 2 0 0 10 0 11 5 4 6 4 9 11 1 8 3 14 4 14 8 14 14 1
split_gain=5223.23 9502.64 14435.2 8519.76 5661.06 5423.44 5381.97 8632.73 6751.42 7287.22 6719.56 6587.69 6219.23 5601.05 8711.26 10878 8180.99 8282.48 8424.15 6592.78 5890.56 5930.36 5860.08 5663.82 5483.39 8718.67 10448 8281.66 7610.5 10283.9 7130.91 10866.6 7696.86 7199.85 7055.06 7039.24 9340.86 8992.86 8336.96 14766 15409.3 10013.6 14881.6 11585.9 8980.29 9070.64 13598.2 8463.45 7965.96 7661.16
threshold=857.45573300000012 414.71305928207005 1046.5740349999999 443.78211053207002 3.5000000000000004 1128.5964550000001 3.5000000000000004 3.5000000000000004 7.5000000000000009 3383.3926800000004 0.23166368515205729 4.5000000000000009 13.500000000000002 0.11583184257602865 32.500000000000007 1.0000000180025095e-35 6.5000000000000009 35.500000000000007 0.24695121951219515 0.16869918699186995 0.45584415584415588 0.3623737373737374 15.500000000000002 1.5000000000000002 0.36939571150097467 1.5000000000000002 3.5000000000000004 1165.0077825320702 2.5000000000000004 675.10688878207009 1243.5699533654035 0.97332859174964448 1102.5722025320704 0.080540540540540564 6.5000000000000009 7.5000000000000009 5.5000000000000009 8.5000000000000018 4.5000000000000009 0.063508064516129045 3475.2235900000005 1.5000000000000002 30.500000000000004 0.29217479674796754 9.5000000000000018 0.059714795008912663 1.5000000000000002 0.096006144393241177 0.19292803970223329 3990.9076300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -4 7 8 10 -10 13 -8 -12 23 22 -16 17 19 -19 20 21 -17 -15 -5 30 26 28 34 -26 -30 31 35 -33 -32 -27 -9 38 -38 -37 40 48 42 -41 -43 47 -46 -47 -42 -40 -39
right_child=1 3 5 6 -6 -7 11 24 9 -11 12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 33 32 -34 -35 -36 36 37 49 39 41 44 43 -44 -45 45 46 -48 -49 -50 -51
leaf_value=-0.15129217900761094 2.8806764667942413 -0.1365273355717348 0.74243627399669221 -0.026191682910194383 -0.94469257740492241 0.14466675084647918 -0.12691792239532354 0.030669345088650237 -0.28162124537904593 -2.1402288501912898 0.0099963283250244749 -0.016765474302565798 1.2894267093194161 -0.0072610964265069815 -1.5735975444937746 1.0300469481925432 2.2355804224466458 0.47058618391553564 -1.5867717786527733 -0.54023577915504573 2.5496696331284263 -0.7627546435310727 -1.4050188926855725 -0.10769550939348589 -0.0075354268318074515 -0.12542241934915438 2.0479051186488224 0.18217262810588314 1.855085363620665 0.23384545657361608 -0.097953552256544452 0.48757338661413929 2.7636620153983436 0.345045184535901 -0.48523111748479064 0.14003944942989374 0.13662960252376519 -0.71073267388056571 -1.1690022351777125 -0.22986033984592985 0.23226705391425639 -1.1530226650990938 -3.7252953693784523 1.292498763364095 1.9161951005458833 -2.541249192844738 0.51544348084649383 2.2992487364090404 0.074143237004225912 -2.677870770601126
leaf_weight=2273 21 3319 179 35502 89 998 6353 85509 513 22 205324 37342 38 159712 24 152 29 48 34 32 22 21 30 11221 5182 4502 26 773 41 856 5724 39 24 392 620 11699 99 83 97 21 32 76 29 26 20 22 43 52 110 26
leaf_count=2273 21 3319 179 35502 89 998 6353 85509 513 22 205324 37342 38 159712 24 152 29 48 34 32 22 21 30 11221 5182 4502 26 773 41 856 5724 39 24 392 620 11699 99 83 97 21 32 76 29 26 20 22 43 52 110 26
internal_value=0 0.000595839 0.281943 1.06249e-05 -0.157633 0.235576 0.000948981 0.00373586 -0.00304116 -0.35805 -0.00258037 -0.032781 0.0102331 -0.0153031 -0.00641319 0.483585 0.629657 0.47894 -0.382465 0.790108 1.00842 0.812424 -0.0075236 -0.0457656 0.0278227 -0.0361874 0.047572 -0.122931 0.0390166 0.307949 0.0351997 0.0417371 1.35465 -0.0695599 -0.168976 0.0408926 0.111193 -0.553313 0.122497 -0.266191 0.0700439 -1.09793 -2.25721 -0.529654 0.778544 0.0538881 -0.519129 1.51183 -0.508394 -1.17996
internal_weight=0 577148 1198 575950 3408 1177 572542 528847 412724 535 412189 43695 205362 206827 160104 362 338 309 82 227 195 173 159742 46723 116123 12000 6105 5895 6079 897 104123 98007 63 6116 5122 97944 12435 208 12227 528 376 152 50 102 169 85 65 84 207 109
internal_count=579421 577148 1198 575950 3408 1177 572542 528847 412724 535 412189 43695 205362 206827 160104 362 338 309 82 227 195 173 159742 46723 116123 12000 6105 5895 6079 897 104123 98007 63 6116 5122 97944 12435 208 12227 528 376 152 50 102 169 85 65 84 207 109
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=51
num_cat=0
split_feature=10 11 11 4 9 3 6 0 1 5 2 0 6 0 11 12 6 2 1 5 10 6 6 13 4 9 13 12 0 13 4 10 5 13 10 3 11 0 13 13 10 3 10 6 5 10 14 6 0 7
split_gain=5095.08 6983.61 11116.1 10223.9 6568.22 7066.16 6067.15 14717.2 21222.7 10484 9221.81 14729.6 12579.5 23200.5 17502.8 14051.5 12351.6 13150.2 12376.7 12035.2 11972.4 20426.3 19960.3 18889.9 26851.6 17949.9 15497.7 15172.5 16651.4 14134.1 13377.9 13306.6 20107.8 12603.7 12599.3 11317.3 16236.1 10401.9 11285.2 12415.3 13188.8 12128.1 14193 10345.1 9946.61 9908.1 9865.09 10803.8 9780.13 11543.9
threshold=0.97894503546099298 0.93218390804597717 0.52086956521739147 12.500000000000002 1.5000000000000002 29.500000000000004 1.0000000180025095e-35 550.61510669873678 1473.7612850000003 9.5000000000000018 3.5000000000000004 521.81975503207002 4.5000000000000009 856.39868169873671 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 2.5000000000000004 1755.9096100000002 16.500000000000004 0.50609756097560987 6.5000000000000009 6.5000000000000009 0.25265957446808512 8.5000000000000018 3.5000000000000004 0.096006144393241177 3.5000000000000004 1006.7816783654035 0.059714795008912663 8.5000000000000018 0.29520697167755999 6.5000000000000009 0.76253132832080206 1.0000000180025095e-35 39.500000000000007 0.13714733542319751 1095.5934300320703 0.267479674796748 0.46291208791208799 0.59175084175084181 22.500000000000004 0.96609195402298864 3.5000000000000004 8.5000000000000018 0.28759398496240607 0.084523809523809543 5.5000000000000009 840.46259753207016 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 -1 -9 16 43 -13 45 20 35 19 -18 -19 -8 21 23 -22 25 -25 27 -24 -15 31 -27 -31 32 -29 34 -23 36 -16 38 48 40 -40 -42 -43 -12 -39 -14 -47 -48 -20 -50
right_child=-2 -3 3 -5 -6 -7 10 9 -10 -11 11 12 13 14 15 -17 17 18 37 -21 22 33 26 24 -26 29 -28 28 -30 30 -32 -33 -34 -35 -36 -37 -38 44 39 -41 41 42 -44 -45 -46 46 47 -49 49 -51
leaf_value=-0.0073196491753116768 -0.17110970292447714 0.075504752195719782 -0.0075021132484245027 -1.6039312036231508 -0.10291388715160601 1.6755119724869729 -0.0072409392973359875 0.023063186051548043 -0.19633690225084821 0.3541412735131107 0.33606592173219807 0.010234539895257798 0.66647025484466793 -4.4203767061233519 2.1402155640332596 -1.5644856277853252 0.013424327603238823 0.3571632642770699 -0.46325678060494235 1.2431546909855558 1.0168704780680475 2.5780494188268981 -2.3438019528621581 1.8537838334128971 -2.3968454195105511 1.0270685145729466 0.21498326701777326 -3.0401462113857272 -3.3693146993947587 -3.1420855712890625 0.28159167198907759 1.0403921206792197 0.84325956404209146 -1.9934707052501228 0.10685170380031171 3.3465036904947327 -0.5314118566938365 0.20244846216681234 -0.10077197813689998 -0.21964780389734254 -0.091328859184000466 1.0147297276390923 -0.92783228017035002 1.5113098725313094 -0.32274598267349042 1.1435832153964829 -0.44665477179102048 0.40518360147002475 -0.15224126725152043 -1.1695984894730922
leaf_weight=32454 1735 12157 11640 43 15736 25 250205 202553 7271 961 865 21044 984 26 46 20 7761 458 2360 77 134 24 41 42 23 38 56 40 43 25 21 24 20 24 147 22 45 1255 1031 3012 236 360 42 82 506 91 268 335 2897 116
leaf_count=32454 1735 12157 11640 43 15736 25 250205 202553 7271 961 865 21044 984 26 46 20 7761 458 2360 77 134 24 41 42 23 38 56 40 43 25 21 24 20 24 147 22 45 1255 1031 3012 236 360 42 82 506 91 268 335 2897 116
internal_value=0 0.000513904 -0.00109815 -0.0631781 -0.0607602 -0.00389514 0.00206812 0.013759 -0.0419161 0.0246265 -0.00757652 0.0511315 0.0356033 0.245867 -0.176132 0.87872 -0.012904 -0.088458 -0.152885 -0.00685625 -0.368845 -0.645318 0.225991 -1.16046 0.349715 -1.57465 -0.866565 -2.21949 -1.76891 -0.40012 -1.5791 -0.949658 -1.74568 0.152498 0.453686 1.31115 0.819081 -0.172656 -0.211925 -0.0984181 0.120362 0.477712 0.811775 0.437829 0.0515408 0.462399 0.173053 0.0265888 -0.310814 -0.191409
internal_weight=0 577686 565529 27444 27401 11665 538085 243239 39725 203514 294846 24530 23583 2539 861 133 270316 20034 12273 250282 728 497 231 302 65 237 97 153 127 84 46 84 60 195 171 113 91 11815 10054 4681 1669 638 402 947 1761 1678 694 603 5373 3013
internal_count=579421 577686 565529 27444 27401 11665 538085 243239 39725 203514 294846 24530 23583 2539 861 133 270316 20034 12273 250282 728 497 231 302 65 237 97 153 127 84 46 84 60 195 171 113 91 11815 10054 4681 1669 638 402 947 1761 1678 694 603 5373 3013
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=51
num_cat=0
split_feature=8 5 3 2 6 10 4 0 10 9 11 3 10 0 11 3 0 12 13 0 10 9 0 14 3 0 10 6 0 11 0 3 13 14 10 14 10 4 7 12 0 5 7 6 12 0 13 0 0 10
split_gain=4782.46 9146.86 6386.37 7439.99 20292.1 13099.7 8710.68 11492.8 8597.97 7830.39 10055.6 11382 8299.38 7589.96 7439.8 7064.52 6916.31 6999.54 8742.74 17129.5 14124.2 10445.9 8950.92 6827.19 6723.03 7714.76 6635.17 6614.39 9384.76 12743.2 9300.29 9594.01 10403.9 18375.8 12126.2 9631.02 9425.04 9073.67 13802.5 22708.5 9023.15 17059.9 8676.22 11180.5 8200.28 6994.14 6973.42 10645.6 10111.3 8117
threshold=2.5000000000000004 2.5000000000000004 25.500000000000004 3.5000000000000004 1.5000000000000002 0.52086956521739147 8.5000000000000018 872.77063503207012 0.52086956521739147 3.5000000000000004 0.48749218261413391 23.500000000000004 0.14495798319327732 486.25391403207004 0.32200460829493094 24.500000000000004 651.62894169873675 10.500000000000002 0.087595907928388769 924.99774003207006 0.059714795008912663 3.5000000000000004 1095.5934300320703 0.087595907928388769 31.500000000000004 1127.0524375320704 0.95553359683794481 1.5000000000000002 748.39401169873679 0.57359307359307377 730.3665416987368 36.500000000000007 0.063164893617021281 0.10435571687840291 0.13423423423423428 0.045983086680761107 0.037749287749287756 11.500000000000002 2.5000000000000004 6.5000000000000009 1051.9390100320704 6.5000000000000009 2.5000000000000004 4.5000000000000009 5.5000000000000009 1176.0554425320704 0.43050193050193059 960.44235003207029 956.7117450320701 0.79057017543859665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -6 -3 15 9 10 13 -12 -11 -5 -15 23 -4 27 19 -19 22 -21 -20 -8 -22 -26 -9 28 29 -18 36 44 33 34 -33 -34 -29 38 39 -37 41 -40 -35 -44 46 -42 47 48 49 -32
right_child=-2 2 16 4 5 -7 7 26 -10 12 11 -13 -14 14 -16 -17 17 18 20 21 24 -23 -24 -25 25 -27 -28 30 -30 -31 31 32 35 42 -36 37 -38 -39 40 -41 45 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0056499321942774915 -0.020346853495928768 0.016827414609152627 -0.96947941647635583 1.2199797525405884 0.26924422827870292 -0.47664177573972594 -0.34535732580981127 0.14556713762903303 -0.62622858221036459 -0.19463274343077863 -2.6381806635087539 0.19895196877993071 -0.72900608216680718 -0.070471106708321907 1.0633882470925649 1.4258531218187678 -0.29590670011300396 1.7147149735221676 -2.5854185368654865 -0.47936082540502334 -0.80704602126417491 1.3344682892163595 -0.37507632204464508 0.49948795556487868 2.2349843433925085 -0.28175098353290351 -0.28862236248921941 1.0167385188943665 0.18791069234239582 2.2694717609882353 0.1443753936136328 3.7931886220800468 -0.918992030620575 -1.1378219352048988 1.2410498836865793 0.55839574107101986 0.16000284634048448 -0.41052375283895759 -2.1215718426023211 4.7824182462692262 2.1229729652404785 1.3400078783432643 1.609433809811609 -0.6050007619355855 -0.17205968743584785 0.16862025692107829 -0.14226516151880075 -0.022744751094094608 1.5310046259562176 0.66515613831151499
leaf_weight=322582 96317 131866 63 50 1674 274 109 1759 487 981 31 26 413 1629 60 72 608 51 53 269 58 36 28 781 21 29 440 184 7655 20 2138 29 75 34 52 35 425 102 35 20 30 24 57 38 2294 47 1585 3367 60 348
leaf_count=322582 96317 131866 63 50 1674 274 109 1759 487 981 31 26 413 1629 60 72 608 51 53 269 58 36 28 781 21 29 440 184 7655 20 2138 29 75 34 52 35 425 102 35 20 30 24 57 38 2294 47 1585 3367 60 348
internal_value=0 0.00405658 0.0235626 0.0160656 -0.0966184 0.16433 0.0207598 0.184807 -0.234864 -0.175116 -0.0370857 -1.34405 -0.352951 0.00575322 -0.0301919 0.473095 0.0766307 0.0799581 -0.273451 0.0183799 -0.823143 -0.26527 -1.82135 0.396018 -0.0744887 0.775278 0.0586897 0.0899575 0.157423 -0.214207 0.0390588 0.0167546 0.412652 0.97428 2.15478 0.0921574 0.418852 0.350984 0.757653 2.0944 0.217055 -0.713472 0.233037 0.72366 -0.00661434 0.930056 0.0440034 0.0939333 0.248236 0.217276
internal_weight=0 483104 160522 140652 5625 1948 135027 3161 3677 3190 1796 57 1394 1739 1689 962 19870 19807 545 356 189 305 81 890 108 50 2199 19262 8283 628 10979 10370 578 210 81 368 609 293 191 55 136 59 129 95 9792 77 7498 5913 2546 2486
internal_count=579421 483104 160522 140652 5625 1948 135027 3161 3677 3190 1796 57 1394 1739 1689 962 19870 19807 545 356 189 305 81 890 108 50 2199 19262 8283 628 10979 10370 578 210 81 368 609 293 191 55 136 59 129 95 9792 77 7498 5913 2546 2486
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=51
num_cat=0
split_feature=8 4 1 7 5 12 4 14 14 12 9 10 7 3 0 7 14 1 12 5 5 0 13 6 13 0 10 3 12 0 1 13 0 3 0 14 0 10 5 14 8 14 13 10 9 14 3 12 4 4
split_gain=4787.44 6536.62 7676.07 5839.43 10392.9 5648.25 6595.82 9757.98 8175.98 8224.23 12274.2 18530.8 12217.8 8442.87 17390.3 13976.7 9002.86 8047.52 7947.24 10471.3 9096.62 10105 12406.5 8285.13 7778.19 6698.5 9267.87 10451.1 6702.4 6862.97 11816.6 6436.02 6207.11 7584.1 6478.11 6153.05 6152.78 7890.04 8853.52 8400.92 11223.5 6913.36 10157.6 6884.05 6234.48 6125.18 6043.71 8487.66 6335.95 6039.41
threshold=1.0000000180025095e-35 8.5000000000000018 2547.3074800000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 8.5000000000000018 0.05634920634920635 0.065942028985507259 8.5000000000000018 2.5000000000000004 0.050641025641025648 5.5000000000000009 35.500000000000007 1088.5892550320702 1.5000000000000002 0.13714733542319751 3247.4275200000006 9.5000000000000018 6.5000000000000009 1.5000000000000002 931.97496003207004 0.10620300751879701 1.5000000000000002 0.096006144393241177 1243.5699533654035 0.65450928381962881 34.500000000000007 7.5000000000000009 967.90685753207003 3585.7070200000003 0.074537037037037054 1362.6909100320706 40.500000000000007 1228.1295425320702 0.19292803970223329 1015.5416250320701 0.15075757575757578 4.5000000000000009 0.074537037037037054 4.5000000000000009 0.087595907928388769 0.084523809523809543 0.95060975609756104 2.5000000000000004 0.096006144393241177 28.500000000000004 9.5000000000000018 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 17 18 -9 12 -11 -12 13 25 15 -15 -17 36 19 20 -8 22 -22 -21 -20 26 27 28 29 30 35 45 33 34 -16 -10 37 -7 41 -40 46 -39 -43 -44 -38 -30 47 48 -41 -50
right_child=5 2 3 4 -6 6 7 8 9 10 11 -13 -14 14 32 16 -18 -19 24 23 21 -23 -24 -25 -26 -27 -28 -29 31 -31 -32 -33 -34 -35 -36 -37 44 38 39 40 -42 42 43 -45 -46 -47 -48 -49 49 -51
leaf_value=0.009855587901075517 -0.0040235807201206208 0.29148426380246889 0.049886595420994384 -2.7182543560152963 0.35870609076126764 -0.14971325755623871 -1.7976790021766318 -1.3215433511198784 -0.44570203040327344 0.034286003692509379 -0.63281089211955222 -3.3822089687371868 -2.5715633338405972 3.6402158932252364 -3.0717071270942693 -0.37679013797215055 1.9254664293518573 0.10065459827594779 2.1726698317948512 -0.056995304425557461 -0.11039217883540738 0.0029607394411240097 2.585335643354215 -2.2655753011362894 -0.036500572760899866 0.54781432725489143 -1.5849981973420331 -2.5072541728615763 1.1108500853890466 -0.39696313999922928 2.6237021584510805 -1.9932966156439349 0.77983949424634724 0.42090173638783973 -0.69718432117391516 1.4410888760089875 -0.13522211587301855 -0.20509350664862624 -0.094693771311977037 0.055480059883312172 -0.28068190850317482 -0.080066179840278903 0.3035333763428199 1.2672063989694728 -0.49727829595239953 -1.1010766594640671 -0.2556869693777778 2.8444976081018862 1.433137123220354 0.41270665447602328
leaf_weight=187070 372768 1789 3275 21 23 2886 22 98 56 73 66 39 21 22 20 35 33 2925 34 33 31 243 38 35 30 70 67 20 21 113 25 33 29 26 27 25 3221 1095 257 76 112 978 537 86 558 31 44 23 174 87
leaf_count=187070 372768 1789 3275 21 23 2886 22 98 56 73 66 39 21 22 20 35 33 2925 34 33 31 243 38 35 30 70 67 20 21 113 25 33 29 26 27 25 3221 1095 257 76 112 978 537 86 558 31 44 23 174 87
internal_value=0 0.0129031 0.124513 0.0345121 -1.10984 -0.00640346 -0.0676914 -0.272689 -0.456546 -0.357051 -0.961622 -1.65402 -0.197386 -0.121034 0.436136 1.44931 0.740481 -0.0454634 0.102126 -0.0626489 0.167638 0.306218 1.37421 -1.19376 1.13712 -0.353088 -0.514375 -0.292981 -0.147305 0.145222 0.723212 -0.900992 -0.457837 -0.949516 -1.70762 0.136641 -0.0876377 -0.0275514 0.07408 0.37243 0.605087 -0.0114633 0.12097 0.43656 -0.188683 -0.207799 0.850646 0.985865 0.859014 1.09299
internal_weight=0 192178 5108 3319 44 387243 14475 1416 950 852 178 105 674 653 192 90 68 13059 466 402 334 312 69 68 64 461 391 324 304 219 106 85 102 73 47 81 10134 6355 3469 773 516 2696 1601 623 3779 52 404 360 337 261
internal_count=579421 192178 5108 3319 44 387243 14475 1416 950 852 178 105 674 653 192 90 68 13059 466 402 334 312 69 68 64 461 391 324 304 219 106 85 102 73 47 81 10134 6355 3469 773 516 2696 1601 623 3779 52 404 360 337 261
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=51
num_cat=0
split_feature=8 10 6 7 3 1 1 0 3 6 14 10 5 6 11 10 10 14 6 0 4 10 11 10 10 14 14 14 3 8 0 1 6 13 4 3 3 4 9 10 10 0 5 10 10 3 12 9 13 1
split_gain=4624.03 6709.04 4656.98 4466.25 5193.54 7357.58 5472.02 6078.66 8628.41 9762.19 14982.9 8497.84 9804.91 7619.29 7298.95 7379.04 21925.1 14303 14457.5 7618.43 6634.92 6524.58 6486.91 6449.68 6383.99 6322.68 11730.9 6801.35 6519.91 6272.48 8182.76 8495.82 9674.23 9326.12 7069.34 6935.62 12124.1 10198.6 6600.66 8809.52 6557.86 6477.38 9345.84 6248.3 7910.15 6026.84 6857.34 5898.85 5703.13 5414.94
threshold=12.500000000000002 0.35388994307400384 1.5000000000000002 1.0000000180025095e-35 17.500000000000004 2126.0191350000005 1987.94217 827.94593753207016 27.500000000000004 4.5000000000000009 0.31909090909090915 0.90550595238095244 9.5000000000000018 2.5000000000000004 0.39339826839826847 0.13714733542319751 0.067424242424242428 0.19292803970223329 2.5000000000000004 815.91853253207012 13.500000000000002 0.53950103950103967 0.067816091954023008 0.81322674418604668 0.36474501108647456 0.95553359683794481 0.75337837837837851 0.21807065217391305 20.500000000000004 1.5000000000000002 1051.9390100320704 3035.3728750000005 1.5000000000000002 0.18301435406698566 10.500000000000002 33.500000000000007 32.500000000000007 9.5000000000000018 2.5000000000000004 0.082207207207207214 0.50609756097560987 1282.0928750320702 7.5000000000000009 0.49418604651162795 0.30860805860805868 38.500000000000007 12.500000000000002 2.5000000000000004 0.45584415584415588 2562.2606300000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 8 11 14 24 12 23 -13 15 16 17 18 22 43 29 -14 -10 -8 -11 26 27 -15 -27 30 31 32 38 49 45 36 48 -37 -9 -40 -41 42 -36 44 -17 46 -31 -47 -33 -34
right_child=1 2 -4 -5 6 -7 7 20 9 10 -12 13 21 25 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 34 -32 35 33 -35 41 37 -38 -39 39 40 -42 -43 -44 -45 -46 47 -48 -49 -50 -51
leaf_value=0.0038603667766486495 -1.9646367840211967 -1.0158891840837896 0.65320348479918078 -0.0073479554480254368 0.17739184969182525 -0.30873184524885833 0.0023816177176224943 0.1532050137994726 0.13683643283115493 2.7319829104038384 -1.1207918863743545 -0.098459918969239515 1.5522415473389983 -0.99112095825826929 0.86561330461076325 -0.17928820186191136 -3.6644089129663286 0.48394423825987459 -3.631755876541138 1.3842551322896846 1.2588328926459604 -0.50593991279602057 -1.8728368232990134 0.29684846268168519 0.38776071490276431 -0.8308939957618714 -2.9036402598671294 -0.097695266608125678 1.5706917955325199 0.025453434328157189 0.040563965202680588 0.60701779048108206 0.064168748926904884 0.23361759745647215 -0.47958400375469562 -2.0643388509750369 2.7511903781157274 0.8824502136396325 0.19896507116552362 0.91009088956612583 0.018631367400141048 0.44426539001556542 -2.552072624365489 0.2512880240678787 -2.3062062523820823 2.1248577590341919 -1.2245879564772952 -0.029814579089482623 -1.036192749305205 -0.36038577944290701
leaf_weight=187993 29 32 35 336340 2667 756 17416 1859 36 26 32 1698 67 181 28 36 31 58 24 23 46 20 29 777 21 20 23 161 26 16654 7805 529 511 929 233 24 26 23 626 451 101 65 24 50 34 27 44 24 22 729
leaf_count=187993 29 32 35 336340 2667 756 17416 1859 36 26 32 1698 67 181 28 36 31 58 24 23 46 20 29 777 21 20 23 161 26 16654 7805 529 511 929 233 24 26 23 626 451 101 65 24 50 34 27 44 24 22 729
internal_value=0 -0.693967 -0.143975 0.000114997 0.0104452 0.00260834 0.0377187 0.0304952 -0.0112337 -0.455591 0.548218 -0.00190591 0.0200225 -0.191973 -0.682814 -0.81788 -1.24762 -0.737956 -1.53425 -0.282959 0.0587428 1.0791 -0.759787 0.0149579 1.68456 -0.57831 -0.717549 -0.570532 0.526524 0.056945 0.107517 0.197151 0.155358 -0.00594756 0.016552 0.545832 0.640983 -0.622293 0.270561 0.45576 0.74698 -0.447564 -0.673124 -0.602508 -1.21236 0.0254747 0.0221595 1.11089 0.541409 -0.185428
internal_weight=0 96 67 579325 242985 188749 54236 51569 20817 428 79 20389 18280 2109 349 321 178 147 89 143 30752 87 65 18193 47 411 365 342 46 30706 13635 5830 5206 2169 17071 624 577 47 3037 1178 552 322 257 120 70 16749 16698 51 551 1240
internal_count=579421 96 67 579325 242985 188749 54236 51569 20817 428 79 20389 18280 2109 349 321 178 147 89 143 30752 87 65 18193 47 411 365 342 46 30706 13635 5830 5206 2169 17071 624 577 47 3037 1178 552 322 257 120 70 16749 16698 51 551 1240
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=51
num_cat=0
split_feature=0 1 6 7 6 12 0 11 3 0 8 0 14 13 13 0 3 14 1 4 12 3 4 7 1 13 13 9 0 13 3 0 4 5 0 13 1 1 13 10 10 7 3 1 9 11 11 12 4 9
split_gain=4303.41 11226 6371.88 4907.59 6958.68 10737.9 20654.7 6524.98 7027.29 19122.3 13361.9 12155.8 23766.7 17215.4 13292 16344.3 11122.1 10620 9780.1 9729.1 9252.36 11653.2 20478.4 22379.3 16528.3 13215.4 9681.53 9586.76 13831.7 9073.19 8680.03 8419.37 8217.78 15056.3 11925.7 8532.16 13356.2 10772.3 9155.5 14810.2 14431.8 12556.8 9714.25 8252.27 9249.6 7421.27 6615.91 6497.37 8452.15 8334.25
threshold=1462.7090825320704 3069.4597500000004 13.500000000000002 2.5000000000000004 1.5000000000000002 13.500000000000002 1095.5934300320703 0.40238095238095245 27.500000000000004 1020.5262783654035 7.5000000000000009 823.07804336540346 0.067424242424242428 0.68857758620689669 1.0000000180025095e-35 880.97333003207029 36.500000000000007 0.13423423423423428 3193.0687900000007 7.5000000000000009 4.5000000000000009 33.500000000000007 9.5000000000000018 3.5000000000000004 3990.9076300000002 0.19292803970223329 0.23606811145510839 3.5000000000000004 1110.4908300320703 0.79057017543859665 29.500000000000004 993.19139336540354 5.5000000000000009 10.500000000000002 850.91795503206993 0.11651583710407241 2796.3567100000005 2865.2936050000003 0.20256410256410259 0.1012820512820513 0.43534002229654406 3.5000000000000004 29.500000000000004 3757.3374450000006 4.5000000000000009 0.04819976771196284 0.28759398496240607 1.5000000000000002 11.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 47 11 20 12 18 14 15 -13 32 45 19 -10 21 27 23 -23 25 -24 -25 -11 -29 -15 -14 -17 33 34 -16 37 -37 -34 39 -38 41 -40 -43 44 -39 -18 -22 49 -49 -5
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12 13 30 29 16 31 17 -19 -20 -21 46 22 24 26 -26 -27 -28 28 -30 -31 -32 -33 35 -35 -36 36 38 43 40 -41 -42 42 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=0.0027013342287086212 -0.048493271887876825 0.40604972631343261 1.5959096040725709 -0.03559894837611742 -0.068197860597828258 3.0712860554456713 -0.64775346347263885 -0.12662435440138206 2.6881492006282013 -0.11455379839561455 -1.5770941773802043 -0.74400360328145332 -0.027649684192934884 3.3873527299474788 1.74729334294796 2.3621780776906585 1.136146337588628 -2.1400135956491741 -0.52270527527882504 0.73986159145832064 -0.34348022311197807 4.9880200976417184 -0.47725124699728827 2.437671141779941 -2.2889607804516952 2.8883870387077333 -0.53211230536301934 0.15997000814511861 2.9356998393168818 1.1556148044764996 -0.85788187197126131 0.61409081598607518 2.4487222091147776 1.5185074124225351 -0.83835845781095097 -1.5845897655229313 0.74653016214861589 0.64070842639404413 0.96241015826375031 -0.90535293640890002 1.6230688321511302 0.50402687113240086 -1.3330422955254715 1.66453025502818 -1.2062353230516116 -1.2819230729883369 1.2192588448524475 -0.040452653125033058 2.016258046627045 0.13291587206807221
leaf_weight=511346 1323 922 25 5516 24747 32 28 3868 48 666 60 32 399 27 20 84 30 35 26 55 834 21 28 23 24 20 21 58 26 56 184 41 38 43 165 37 102 282 121 116 113 53 63 70 30 22 28 21221 20 6272
leaf_count=511346 1323 922 25 5516 24747 32 28 3868 48 666 60 32 399 27 20 84 30 35 26 55 834 21 28 23 24 20 21 58 26 56 184 41 38 43 165 37 102 282 121 116 113 53 63 70 30 22 28 21221 20 6272
internal_value=0 0.138183 -0.000537481 -0.000606633 -0.0263116 -0.00106539 1.33573 -0.00302178 0.00985446 0.133317 -0.109743 0.325156 -0.0179063 0.479751 0.402026 1.27256 0.300031 -0.793315 1.21033 1.6478 -0.0594051 0.167332 1.0154 2.30216 -0.146255 0.925098 1.02027 0.0124182 1.01912 1.8816 -0.289678 1.78881 0.375945 -0.16705 -0.558829 0.496729 0.25634 0.843003 0.376259 -0.132454 0.693115 0.249719 -0.493692 0.683272 0.463118 0.113117 -0.292718 -0.00547507 -0.0385161 0.0540621
internal_weight=0 2245 577176 577151 65805 41058 60 40998 37130 4101 1809 2292 712 1580 1497 157 1340 87 129 103 1749 887 137 65 72 48 44 750 84 83 583 125 1253 228 185 1025 605 420 568 218 350 237 116 382 312 52 862 33029 21241 11788
internal_count=579421 2245 577176 577151 65805 41058 60 40998 37130 4101 1809 2292 712 1580 1497 157 1340 87 129 103 1749 887 137 65 72 48 44 750 84 83 583 125 1253 228 185 1025 605 420 568 218 350 237 116 382 312 52 862 33029 21241 11788
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=51
num_cat=0
split_feature=4 1 0 10 3 1 3 0 4 10 0 9 10 6 10 10 0 9 9 2 10 0 10 2 3 10 10 4 6 12 3 0 7 3 0 14 4 14 10 3 5 0 10 0 3 11 9 11 10 4
split_gain=4218.7 4162.35 4165.81 4131.76 4012.87 16936 10654.4 10632.7 14111.5 8909.39 17414.5 18353.6 29499.9 15007.1 14634.8 33759.7 26548.8 27940.5 21995.7 25344.7 18502.7 14432.5 17816.8 15139.8 17542.5 20581.1 13880 21793.9 17234.9 17131.4 24312.2 30416.2 17845.8 16744 17607.5 16291 15983.6 15216.5 15009.5 13502.2 12555.9 13998.8 12695.5 12133.6 14961.2 17946.4 13610 34772.8 32909 18226.5
threshold=1.0000000180025095e-35 2416.2277850000005 542.77612253207008 0.96609195402298864 16.500000000000004 1995.0656800000004 19.500000000000004 902.44223919873673 6.5000000000000009 0.19722222222222227 720.37334503207001 3.5000000000000004 0.41240409207161127 11.500000000000002 0.92637759710930456 0.80277777777777792 1176.0554425320704 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.76568627450980398 1144.5916150320702 0.61200716845878145 3.5000000000000004 29.500000000000004 0.24695121951219515 0.47722567287784684 7.5000000000000009 1.5000000000000002 5.5000000000000009 26.500000000000004 1035.9671475320704 1.0000000180025095e-35 29.500000000000004 979.98498253207015 0.14459930313588851 7.5000000000000009 0.67054263565891481 0.6708333333333335 35.500000000000007 5.5000000000000009 935.44215503206999 0.69337606837606847 730.3665416987368 24.500000000000004 0.65450928381962881 3.5000000000000004 0.080540540540540564 1.0000000180025095e-35 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 8 -2 13 11 12 -11 43 15 18 17 39 19 -12 26 22 23 24 -20 -26 28 40 29 30 -21 32 35 34 -34 -32 -33 -30 -29 -17 41 -28 -42 44 -8 -46 47 -45 49 -48
right_child=4 3 -4 -5 5 6 9 -9 -10 10 14 -13 -14 -15 -16 16 -18 -19 21 20 -22 -23 -24 -25 25 -27 27 38 37 -31 31 36 33 -35 -36 -37 -38 -39 -40 -41 42 -43 -44 46 45 -47 48 -49 -50 -51
leaf_value=-0.26904026179283036 -0.0060659318246855092 -0.49839414723732695 -0.020534983742136914 0.53638170264488039 0.063879408024836312 -0.042201012167705484 0.016427051332542717 -0.084953754455463659 0.12503449814665504 0.24177136988017206 0.13120325759494186 -0.44866668626946726 -0.1935642471872038 2.5360996795737227 -0.0093750961395742891 0.41750280878167567 -0.11855949787919813 -0.51539997605204946 0.25306372469007549 0.11443818091446106 0.32088803737987109 -0.10332464028586452 -0.10735407909369239 0.054474894185155921 -0.78965594915092974 1.1947367099243893 -0.081590169202462759 -0.59328462789867642 -0.075296713335871374 -0.28012603078042109 5.2977405729747957 1.1018078236512736 1.5042540510769549 2.6654949648626918 -0.17790945380105885 1.4038235079158436 -0.74017414644360546 -0.62531808936855071 -0.068010721443582098 1.938868622860666 -0.44692846869670994 0.36693278493560816 0.14422531044613029 -0.14250521949151182 0.27201230595609394 2.6209995584054426 -0.084548386012131896 0.036048517624905081 0.29731858841309466 2.4724511316844398
leaf_weight=815 294355 376 3915 43 47710 50402 8096 16453 8446 2382 8764 1329 4492 23 31761 5185 1331 329 8540 2922 1117 2244 2031 4213 61 365 3797 1777 4016 809 21 71 145 58 109 22 140 575 784 59 1475 852 482 24132 2259 33 6330 19902 3845 28
leaf_count=815 294355 376 3915 43 47710 50402 8096 16453 8446 2382 8764 1329 4492 23 31761 5185 1331 329 8540 2922 1117 2244 2031 4213 61 365 3797 1777 4016 809 21 71 145 58 109 22 140 575 784 59 1475 852 482 24132 2259 33 6330 19902 3845 28
internal_value=0 -0.0901134 -0.0633535 -0.3922 0.000807969 0.010161 -0.00220181 -0.00666316 -0.00240916 0.0106469 0.030594 -0.108481 -0.0427104 -0.0178192 0.0441664 0.0766852 0.282702 0.378536 0.0453491 -0.00967508 -0.0740741 0.133418 0.168346 0.210834 0.284304 0.910587 -0.098509 -0.184844 -0.00946434 0.134473 0.230634 0.830502 1.39566 1.13245 0.782381 3.3055 -0.12036 -0.144184 -0.432482 0.43462 -0.0888395 0.000608488 -0.30133 -0.0187282 0.0802813 0.305833 -0.0376914 -0.0618045 0.0663753 -0.0732876
internal_weight=0 5149 4730 419 574272 255018 207308 319254 302801 156906 92258 8203 6874 64648 84055 52294 6904 5573 45390 27936 19172 17454 15210 13179 8966 426 18055 9167 8888 4297 3488 566 355 312 254 43 211 4591 2561 5244 6606 4649 1957 64625 10388 2292 54237 44034 10203 6358
internal_count=579421 5149 4730 419 574272 255018 207308 319254 302801 156906 92258 8203 6874 64648 84055 52294 6904 5573 45390 27936 19172 17454 15210 13179 8966 426 18055 9167 8888 4297 3488 566 355 312 254 43 211 4591 2561 5244 6606 4649 1957 64625 10388 2292 54237 44034 10203 6358
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=51
num_cat=0
split_feature=8 5 3 0 9 6 12 10 13 1 0 10 10 9 10 13 13 14 14 14 14 12 4 10 10 13 10 7 4 13 0 10 1 6 0 9 3 10 14 9 7 13 1 13 10 0 11 11 13 0
split_gain=4325.65 9372.77 8462.5 8181.37 8430.97 9246.97 6784.85 6391.7 6345.42 6314.75 8345.71 8550.45 15622.1 12382.7 14749.6 8302.72 9279.91 8083.07 7651.2 10035.2 7557.25 9667.62 7413.12 10966.2 12877 10148 7783.89 8782.5 7223.71 6918.87 6627.82 9037.69 6271.73 6253.35 6151.74 5981.79 5862.08 18243 25311.6 15635.9 15869.1 13594.8 16177 13061.7 10943.4 14747.4 9361.51 9895.5 9420.69 8466.52
threshold=1.5000000000000002 1.5000000000000002 12.500000000000002 491.23609769873673 4.5000000000000009 4.5000000000000009 15.500000000000002 0.12660256410256412 0.68857758620689669 2478.1650450000002 1020.5262783654035 0.78319623971797891 0.96076923076923093 2.5000000000000004 0.83130081300813019 0.15075757575757578 0.12660256410256412 0.063164893617021281 0.24695121951219515 0.267479674796748 0.45080645161290328 4.5000000000000009 6.5000000000000009 0.47722567287784684 0.60232558139534886 0.57979626485568769 0.082207207207207214 2.5000000000000004 8.5000000000000018 0.48331479421579543 823.07804336540346 0.77346041055718484 2626.2240200000001 2.5000000000000004 562.62723503207019 1.5000000000000002 30.500000000000004 0.10620300751879701 0.053342816500711245 3.5000000000000004 4.5000000000000009 0.17445652173913045 3757.3374450000006 0.053342816500711245 0.42206477732793529 960.44235003207029 0.28759398496240607 1.0000000180025095e-35 0.063164893617021281 956.7117450320701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 35 33 8 34 -2 -7 9 28 11 22 13 14 20 16 17 -16 32 -20 21 -13 -11 25 -25 36 -27 -28 -5 -17 -26 -32 -14 -4 -6 -3 -24 39 -39 41 43 46 -43 -41 45 -40 47 -38 -48 -49
right_child=6 2 3 4 5 7 -8 -9 -10 10 -12 12 18 -15 15 29 -18 -19 19 -21 -22 -23 23 24 30 26 27 -29 -30 -31 31 -33 -34 -35 -36 -37 37 38 44 40 -42 42 -44 -45 -46 -47 48 49 -50 -51
leaf_value=-0.0083964316071501906 -0.011501658935355553 -0.053854488825363644 0.26354894983025168 0.012633793815271724 -1.2489417863258145 2.153611650637218 -1.568258388553347 -0.096221405008564825 0.094781733283961972 0.17424783718516418 -0.010221869762045812 0.37287066435512112 0.96073319196701057 -0.55282270199896999 -0.57595164924859998 0.85711007629232694 -0.95026611562759167 0.43410780796291609 2.3460995110598479 0.09481518122583929 2.8216526062257827 2.0730414271354678 0.066849779551418936 -0.52563859037483418 -0.45168695685903676 0.10764909433080005 -0.76098507212365385 -3.0447050594148184 0.24647294125297289 -0.16386883721336143 0.34018433690954575 -1.7302389090711419 -0.54777056868449081 1.3119078345963213 -0.19184122522428101 0.027169863649239814 0.77619248051797196 2.5189246911268968 -0.6480553081849727 -1.1544240765273572 -2.1357949727111394 1.1425002682209016 -2.1648745292708989 0.87652175536281196 1.078686793950888 -3.0885875286594517 1.9862024913663452 3.46471659156584 -0.94330155906223112 1.18130102428523
leaf_weight=200328 204108 21212 846 93512 57 28 28 23 15939 5617 8059 79 30 114 90 481 63 662 22 198 31 58 6175 717 178 77 85 21 1340 77 506 22 339 61 1610 15973 31 26 123 40 27 50 21 152 26 31 23 62 21 22
leaf_count=200328 204108 21212 846 93512 57 28 28 23 15939 5617 8059 79 30 114 90 481 63 662 22 198 31 58 6175 717 178 77 85 21 1340 77 506 22 339 61 1610 15973 31 26 123 40 27 50 21 152 26 31 23 62 21 22
internal_value=0 0.00637247 0.023283 0.0347089 0.0327251 -0.187407 -0.0117152 1.13898 0.0355234 0.0276002 0.07302 0.114184 0.295449 0.452853 0.527251 0.419031 0.215555 0.313223 -0.146833 0.319944 1.41169 1.09265 0.0852392 0.025974 -0.227136 0.0773323 -0.65756 -1.21342 0.0159373 0.716222 0.0760166 0.253917 -0.425128 0.334056 -0.227987 -0.0190501 0.0970227 0.381477 -0.397666 0.738946 0.134191 1.31478 0.164263 0.453408 -0.818951 -1.13933 1.82853 2.30316 0.58803 2.86668
internal_weight=0 375285 174957 137772 136865 1718 204136 51 135147 119208 24356 16297 2244 1655 1541 1373 815 752 589 220 168 137 14053 8436 1423 7013 183 106 94852 558 706 528 369 907 1667 37185 6830 655 206 449 219 230 71 192 180 154 159 115 44 84
internal_count=579421 375285 174957 137772 136865 1718 204136 51 135147 119208 24356 16297 2244 1655 1541 1373 815 752 589 220 168 137 14053 8436 1423 7013 183 106 94852 558 706 528 369 907 1667 37185 6830 655 206 449 219 230 71 192 180 154 159 115 44 84
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=51
num_cat=0
split_feature=7 10 6 0 3 14 0 9 8 10 3 10 10 6 9 13 1 1 1 10 1 13 14 9 11 3 13 14 13 9 8 14 13 7 0 13 0 6 12 13 11 10 13 8 1 3 11 14 9 11
split_gain=4358.91 5117.33 9510.92 6758.35 11482.7 8337.84 11483.3 9938.69 10125.1 9602.11 8856.59 8584.4 12542.6 10361.4 8215.69 8139.81 11875.5 7628.63 12747 7572.75 8270 8345.73 7291.01 8180.28 9667.21 6859.27 10570.7 11282.1 8813.76 7023.01 6445.11 10183.7 6289.48 6256.52 13255.7 11829.7 9474.44 8449.2 9176.9 7596.24 7361.87 7027.92 6280.04 12415.4 27426.7 14300.4 14264.9 11050.7 8309.87 6245.09
threshold=1.5000000000000002 0.3133928571428572 11.500000000000002 708.37178419873669 16.500000000000004 0.22361111111111112 1095.5934300320703 3.5000000000000004 9.5000000000000018 0.23606811145510839 37.500000000000007 0.03509852216748769 0.037749287749287756 6.5000000000000009 4.5000000000000009 0.44590643274853808 2818.4131550000006 3193.0687900000007 2889.3091150000005 0.03509852216748769 2661.2063200000007 0.23166368515205729 0.53950103950103967 2.5000000000000004 0.32200460829493094 29.500000000000004 0.30860805860805868 0.40270270270270275 0.17752100840336138 2.5000000000000004 4.5000000000000009 0.44590643274853808 0.41277890466531447 6.5000000000000009 773.89375253207015 0.24068965517241384 993.19139336540354 1.5000000000000002 4.5000000000000009 0.3816526610644258 0.27149877149877155 0.05634920634920635 0.046536796536796543 3.5000000000000004 3475.2235900000005 36.500000000000007 0.072299651567944254 0.059714795008912663 3.5000000000000004 0.56594202898550738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 33 8 9 -7 17 -9 -13 15 19 30 -17 18 -11 20 21 22 -6 24 -24 26 28 -28 -20 -27 -14 -32 49 42 -35 36 37 -36 -39 -37 41 -41 43 45 48 -5 -47 -46 -45 -22
right_child=1 -3 -4 5 14 7 -8 11 -10 10 -12 12 13 -15 -16 16 -18 -19 25 -21 32 -23 23 -25 -26 29 27 -29 -30 -31 31 -33 -34 34 35 39 -38 38 -40 40 -42 -43 -44 44 47 46 -48 -49 -50 -51
leaf_value=0.0052710252164343933 -0.075374086760625292 0.00052208073854917208 1.6608203160068529 -0.22228095048224203 -0.093070898293928797 -0.060102090456149615 0.035705278577278197 -0.024037538275330478 -1.4037290617271707 0.10118232902512148 2.0296889011859895 1.6094813865584296 0.44484208975297712 2.3750484523565873 -0.34738131709428721 0.3731693259887881 -0.90420388935700713 -0.5726444006910627 1.2587807699181568 0.029760641682497743 0.36421013199045171 0.32118583859294558 1.5209828472542533 -0.013043850720836426 -0.14111380482900818 -1.0900763058662415 4.1016340670378311 0.854119049012661 -0.75425251722335818 0.99500791694436763 0.91621785010060963 -1.4090113685776791 1.4744879532867756 0.93232479592164363 1.731321161836386 -2.596619947222953 -1.4415609241918077 0.86172412077585858 -1.6794995704182871 -3.0310594087555298 0.51296015304067866 -0.57145006198149462 -0.10084934766238712 -0.56878797406211812 -0.81007980902989718 2.4669996707867354 -0.81782733827829368 -3.438141897134483 1.1488976811990141 2.1767164072208107
leaf_weight=423144 7485 93669 33 2412 1404 15909 5212 1183 54 1929 25 74 915 23 409 154 138 142 87 5023 384 1672 103 197 53 30 23 20 29 35 31 48 71 48 30 47 43 30 27 21 23 26 16588 235 24 39 20 48 32 20
leaf_count=423144 7485 93669 33 2412 1404 15909 5212 1183 54 1929 25 74 915 23 409 154 138 142 87 5023 384 1672 103 197 53 30 23 20 29 35 31 48 71 48 30 47 43 30 27 21 23 26 16588 235 24 39 20 48 32 20
internal_value=0 -0.0142721 -0.036406 -0.037301 0.0169001 -0.0572276 -0.0962857 -0.010571 -0.0364368 -0.0323865 0.157669 0.173726 0.34289 0.271287 0.0908796 0.233661 -0.230521 0.137276 0.184099 0.110959 0.215431 0.161261 0.00907286 0.415333 0.956296 0.898141 1.25195 2.59116 0.755522 0.0326614 0.370021 -0.49658 0.606484 -0.131219 -0.588284 -0.883786 -0.227248 0.37293 -0.342013 -1.61327 -0.953027 -1.67042 -0.124268 -0.262512 -0.830009 -0.184656 1.3535 -2.56212 -0.362923 0.453938
internal_weight=0 156277 62608 62575 16821 45754 24905 20849 18283 18229 2320 2566 1383 1309 9336 1286 292 2295 2153 8927 3904 3429 1757 353 156 224 159 43 116 65 994 79 475 19693 295 247 130 87 57 117 70 47 19398 2810 339 2471 59 72 267 404
internal_count=579421 156277 62608 62575 16821 45754 24905 20849 18283 18229 2320 2566 1383 1309 9336 1286 292 2295 2153 8927 3904 3429 1757 353 156 224 159 43 116 65 994 79 475 19693 295 247 130 87 57 117 70 47 19398 2810 339 2471 59 72 267 404
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=51
num_cat=0
split_feature=1 0 1 0 1 1 0 9 10 6 11 5 0 14 1 10 3 13 9 10 0 1 10 14 13 9 10 0 9 5 12 3 10 13 0 3 6 12 2 10 3 7 9 3 13 14 13 0 3 14
split_gain=4078.42 7726.6 11705.4 6846.04 5212.69 11652.7 5103.48 4688.54 4459.08 4457.89 9296.22 10968.2 9932.06 13313.4 16337.4 20456 12724.2 12689.1 12413.7 15334.1 19344.6 21928.7 16081.2 18476.4 15480.7 13403.2 19904.6 11770.1 11550.1 10144.1 9297.1 9832.47 10980.5 13453.1 9087.4 24033 11315.7 8679.74 9325.83 8381.14 8964.7 7766.42 7764.18 7536.64 7574.24 7506.43 7430.34 7331.1 8749.89 7090.83
threshold=857.45573300000012 414.71305928207005 1046.5740349999999 443.78211053207002 1531.7582150000001 1240.6124950000001 414.71305928207005 3.5000000000000004 0.74133811230585434 1.0000000180025095e-35 0.033908045977011504 9.5000000000000018 628.30594169873677 0.22361111111111112 1496.5213450000003 0.050641025641025648 10.500000000000002 0.88348416289592768 2.5000000000000004 0.18834459459459463 853.50491753207018 1883.8705850000003 0.04083333333333334 0.68496240601503777 0.57321428571428579 1.5000000000000002 0.65450928381962881 823.07804336540346 2.5000000000000004 5.5000000000000009 6.5000000000000009 21.500000000000004 0.063508064516129045 0.05634920634920635 508.2102350320701 11.500000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.26201372997711675 27.500000000000004 2.5000000000000004 3.5000000000000004 23.500000000000004 0.11237373737373739 0.17445652173913045 0.12060606060606062 1144.5916150320702 24.500000000000004 0.19292803970223329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 7 5 8 -1 -3 -4 10 11 12 13 17 -15 28 -14 45 19 20 21 -18 23 24 -23 47 -27 30 -16 -24 31 32 33 -20 35 -11 -37 39 -39 -29 -41 -28 -13 -40 49 -5 -17 48 -21 -45
right_child=1 3 4 9 -6 -7 -8 -9 -10 34 -12 42 16 14 15 46 18 -19 27 25 -22 22 29 -25 -26 26 41 37 -30 -31 -32 -33 -34 -35 -36 36 -38 38 43 40 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.2888317471494794 2.5943730823340871 -0.12210685651193849 0.27829321521119427 0.012275289618624036 -0.66513759406516337 2.3975035030841827 0.011033476301300424 -0.85758543061406434 -0.42244977450370791 -0.041526738444570263 -0.034168383895599556 0.30962529373009229 -0.14928400229238303 -0.013785491704226813 0.70108529747056825 -0.079972282562399799 -0.077171955742526943 -1.6648155251214671 -0.77112475292373261 0.0097715512246636417 -0.24024148792122008 0.39069912549151753 -0.013421320240284824 2.4410675793026506 2.2791259755258975 0.023772489949416463 0.14286929120748831 0.42859204064248452 0.030674680276163442 0.8233067103374152 0.4299054221395685 -0.16055995518763944 0.12637584447657688 -0.027801692550936015 -0.010012126971553414 0.16557462649544641 0.54201416704052818 0.013268779669027007 0.47564271255915846 0.098305168347498806 1.5440030641176485 0.37799304969345099 1.7537118542175261 0.49625240327572001 -0.07424507353768621 0.1323944384068165 -0.28610541078624302 -0.15001026929943628 0.40165577060543001 -0.040793595839572212
leaf_weight=1097 21 3319 988 14751 64 25 1176 89 100 5339 39265 821 3737 42457 341 2568 7554 43 262 52540 4665 771 1372 52 46 24962 15288 2181 1043 162 595 2351 8376 3445 306670 2337 1213 4044 968 1704 44 1547 39 725 926 8037 5481 2872 576 372
leaf_count=1097 21 3319 988 14751 64 25 1176 89 100 5339 39265 821 3737 42457 341 2568 7554 43 262 52540 4665 771 1372 52 46 24962 15288 2181 1043 162 595 2351 8376 3445 306670 2337 1213 4044 968 1704 44 1547 39 725 926 8037 5481 2872 576 372
internal_value=0 0.000526508 0.254223 -1.19154e-06 0.21247 0.262935 -0.133688 -0.141314 0.213887 0.000839958 0.0106179 0.0186951 0.0172816 -0.0122348 -0.0402339 -0.159276 0.0327983 0.0514012 0.0377148 0.0233131 -0.0722006 0.00652898 0.269649 0.613354 0.497024 0.0375955 0.0804448 0.0999952 0.195855 0.0749424 0.0425198 0.0265509 0.0629573 -0.0803376 -0.00712298 0.0925526 0.2942 0.17878 0.112287 0.297838 0.134696 0.164475 0.375113 0.246165 0.13636 0.0546396 -0.220339 0.00560694 0.0140212 0.314137
internal_weight=0 577148 1198 575950 1177 1113 2273 3408 1088 572542 256983 217718 216858 74721 51890 9433 142137 22831 138400 112407 14622 9957 2403 869 817 97785 41797 25993 1384 1534 15029 14434 12083 3707 315559 8889 3550 10964 7035 3929 1748 16835 860 2991 2023 22788 8049 55988 53116 1097
internal_count=579421 577148 1198 575950 1177 1113 2273 3408 1088 572542 256983 217718 216858 74721 51890 9433 142137 22831 138400 112407 14622 9957 2403 869 817 97785 41797 25993 1384 1534 15029 14434 12083 3707 315559 8889 3550 10964 7035 3929 1748 16835 860 2991 2023 22788 8049 55988 53116 1097
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=51
num_cat=0
split_feature=13 9 14 0 10 12 8 5 6 9 12 14 12 1 4 3 7 7 0 0 5 4 8 3 5 14 0 2 10 1 4 6 1 7 7 0 9 9 3 10 7 0 10 4 1 13 3 3 0 10
split_gain=4265.72 8707.52 7758.42 9613.5 9816.78 8660.89 7060.06 6958.47 14898.6 6714.41 6351.94 6762.72 18625.5 17162.9 8063.75 6240.05 7075.72 6333.47 13886.6 8349.61 8116.34 6122.05 8378.01 8483 9194 6832.75 6044.68 7644.92 7951.04 9713.49 6873.88 7163.16 8181.41 8031.15 6509.02 5959.3 7892.55 5775.61 14857.9 7689.55 5654.82 5576.96 5693.51 5535.6 5509.15 11061.6 7567.97 6343.63 7480.08 5613.17
threshold=0.077935222672064791 1.5000000000000002 0.04819976771196284 915.06066003207002 0.86425061425061445 2.5000000000000004 6.5000000000000009 9.5000000000000018 7.5000000000000009 6.5000000000000009 9.5000000000000018 0.52440476190476204 2.5000000000000004 3001.4799050000006 10.500000000000002 42.500000000000007 6.5000000000000009 5.5000000000000009 1006.7816783654035 908.49508003207006 13.500000000000002 7.5000000000000009 4.5000000000000009 34.500000000000007 10.500000000000002 0.39208074534161497 1187.5535858654036 3.5000000000000004 0.967204301075269 3035.3728750000005 6.5000000000000009 4.5000000000000009 2504.0887350000007 1.5000000000000002 1.5000000000000002 964.0890050320703 2.5000000000000004 2.5000000000000004 40.500000000000007 0.3816526610644258 7.5000000000000009 830.42336253206997 0.46770833333333339 12.500000000000002 2841.4711600000005 0.45080645161290328 29.500000000000004 40.500000000000007 960.44235003207029 0.97402159244264519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -2 10 -3 11 14 26 -14 15 17 -17 21 19 -19 -20 -9 25 24 -24 35 27 28 29 30 31 32 -13 -34 -33 -23 -37 44 39 -39 -5 42 -29 -4 46 47 -8 48 -46 -47
right_child=6 9 43 40 5 -7 37 8 -10 -11 -12 12 13 -15 -16 16 -18 18 20 -21 -22 22 23 -25 -26 -27 -28 41 -30 -31 -32 34 33 -35 -36 36 -38 38 -40 -41 -42 -43 -44 -45 45 49 -48 -49 -50 -51
leaf_value=-0.11835249333146876 0.0047019615518406749 -0.035523117977469536 0.025256438678086485 0.0011046354702567854 -2.8050208633596245 -0.74750487202242633 -0.13900938609063926 0.16432182711677537 -0.98718722669614678 -1.5318406917651495 1.7370170063442654 0.3908628337472082 0.70573641083070215 4.487590250230971 1.2287867522239686 2.383404543499152 0.15408895926816124 -0.72482044708824933 -0.16668005000912783 -2.73482874901064 2.1328680838644507 -0.57096386733982296 -1.5276490045630415 -2.0313598335245433 1.3318059491840275 -1.367504996418953 -0.41377789800365766 -0.21094865956060263 1.8106141779651033 2.0844973645885201 -0.97402790672070272 0.54664741108337278 0.012802823384602867 2.3896956289356406 -1.6150983826319376 0.15866603152382941 2.3500909840619122 -0.012212276571539164 -2.1286870983654054 0.69889509610219858 -1.5470084796349208 0.87759061527252202 -2.1109532906673851 1.4317417902605873 0.79055777589480092 -1.1769741894525774 1.8170561027526855 0.73112286253035019 -0.46096790360047807 0.46895479482153191
leaf_weight=344 444147 80854 46140 1397 22 292 1793 1298 108 30 27 319 28 21 60 24 35 62 66 31 20 36 23 49 22 25 99 46 47 34 37 26 21 44 30 42 27 573 29 207 24 25 24 28 54 209 20 66 413 23
leaf_count=344 444147 80854 46140 1397 22 292 1793 1298 108 30 27 319 28 21 60 24 35 62 66 31 20 36 23 49 22 25 99 46 47 34 37 26 21 44 30 42 27 573 29 207 24 25 24 28 54 209 20 66 413 23
internal_value=0 -0.0160225 0.0175999 -0.171371 -0.487379 -0.891662 0.00459482 0.0056849 0.164092 -0.0360781 0.211047 0.195328 0.437456 2.32653 0.0887643 0.0498999 1.06093 0.0148318 -0.547833 -1.39482 0.368099 0.0810059 -0.40178 -1.12099 -0.129693 0.118262 0.314365 0.424757 0.565938 0.451457 0.335056 0.445138 0.599221 1.62178 -0.611431 0.472016 1.01618 -0.139238 0.0938711 0.176505 -0.0250422 -0.404492 -0.862379 0.0261094 -0.212389 -0.437434 -0.117431 -0.186558 -0.316252 -1.0138
internal_weight=0 129131 48247 2079 658 314 450290 446903 2756 80884 2648 2621 801 49 1820 1760 59 1701 179 93 86 1522 224 94 45 130 752 653 558 511 477 440 384 65 56 105 69 3387 809 780 1421 95 70 46168 2578 765 1813 533 467 232
internal_count=579421 129131 48247 2079 658 314 450290 446903 2756 80884 2648 2621 801 49 1820 1760 59 1701 179 93 86 1522 224 94 45 130 752 653 558 511 477 440 384 65 56 105 69 3387 809 780 1421 95 70 46168 2578 765 1813 533 467 232
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=51
num_cat=0
split_feature=8 4 12 13 14 0 3 0 9 7 2 14 13 13 1 13 13 11 6 12 9 7 11 3 14 4 10 4 5 5 1 7 11 9 0 0 9 14 4 12 14 10 14 0 14 13 14 5 0 0
split_gain=4119.85 5392.77 9708.32 12369.2 12130.7 9584.81 9411.82 8214.4 8174.22 12819.9 11056.8 10533.4 9277.13 6022.15 5520.17 10926.2 11008.5 9916.12 8389.8 6474.34 5436.21 5365.14 5033.68 5725.92 5994.73 4869.27 4747.79 4713.98 7817.6 4640.82 4582.16 9798.03 7405.49 11588.7 13124.6 12001.3 7818.35 6344.16 6218.11 8924.35 6093.29 11245.8 18080.9 6556.51 5845.82 8342.8 4634.45 4480.74 4411.82 4855.16
threshold=1.0000000180025095e-35 9.5000000000000018 4.5000000000000009 0.077935222672064791 0.27386363636363642 1075.5508225320702 34.500000000000007 1035.9671475320704 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.065942028985507259 0.21807065217391305 0.036375661375661381 3585.7070200000003 0.080540540540540564 0.096006144393241177 0.28388278388278393 2.5000000000000004 10.500000000000002 4.5000000000000009 10.500000000000002 0.21132376395534294 32.500000000000007 0.037749287749287756 15.500000000000002 0.19722222222222227 7.5000000000000009 3.5000000000000004 5.5000000000000009 2940.4779350000003 5.5000000000000009 0.15075757575757578 3.5000000000000004 890.40783836540334 769.42615503207003 3.5000000000000004 0.037749287749287756 6.5000000000000009 6.5000000000000009 0.036375661375661381 0.24695121951219515 0.032795698924731186 1118.5409650320703 0.31909090909090915 0.17752100840336138 0.11583184257602865 1.5000000000000002 734.40999753207007 809.05071169873679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 26 22 -8 10 -10 -4 -12 -13 -6 20 17 -17 18 -16 -20 21 29 23 24 -5 -2 -3 28 -18 30 -1 32 36 35 37 -34 40 -35 -38 44 41 42 -32 -43 -40 -46 -33 -15 -26 -50
right_child=25 2 8 6 13 -7 7 -9 9 -11 11 12 -14 47 15 16 27 -19 19 -21 -22 -23 -24 -25 48 -27 -28 -29 -30 -31 31 46 33 34 -36 -37 38 -39 39 -41 -42 43 -44 -45 45 -47 -48 -49 49 -51
leaf_value=0.00779427215837442 -0.0060437519403420811 3.0932025084624422 -0.23801269627694835 1.695235889944537 -0.35321564800302752 0.34813261918532545 -2.6929777996880668 0.13877414464950563 1.1099198845028877 -1.1754525531662836 2.0831045803758834 0.77882979389220952 -1.693239704370499 1.7986125740137968 0.2254218316391895 3.213429868505115 -0.91827333732084804 1.4840561153367162 -0.56602889760152297 -2.721638549457897 -0.20526271399053295 -1.2451976793653827 -0.28834732766060728 1.9482021494280723 -0.43031599919001268 1.2087242102984226 1.5924946288673247 1.4323070544822545 1.3322142128286691 0.17040286700050736 1.4925232690359866 -0.26173939599144841 2.2489321380853653 -0.70489198139735632 0.22951027024083023 -0.092134332357347026 1.2178126836343417 -2.8706577009276342 0.83410782821412244 -0.89968886414299853 0.079569022945397652 2.25578930580616 -2.1343337504952045 0.2723813761472702 0.58047193370082162 -1.769717931488286 -2.0204514339052397 0.16286713691318738 0.8762048579576448 0.20579542459850489
leaf_weight=184456 387210 37 343 29 71 39 21 20 30 135 45 63 20 33 76 21 33 32 38 22 1171 34 161 21 90 33 49 51 29 1811 28 31 24 21 41 250 126 38 232 46 1278 50 27 25 44 23 29 34 127 723
leaf_count=184456 387210 37 343 29 71 39 21 20 30 135 45 63 20 33 76 21 33 32 38 22 1171 34 161 21 90 33 49 51 29 1811 28 31 24 21 41 250 126 38 232 46 1278 50 27 25 44 23 29 34 127 723
internal_value=0 0.0119697 0.171687 0.314147 0.934872 1.64846 0.177192 -1.31164 -0.154223 -0.75993 0.0579678 0.851103 0.18315 0.288503 0.0102128 0.437409 1.1109 -0.0997815 -0.472449 -1.35642 0.00953298 0.0108665 0.230226 0.314559 0.279155 -0.00594023 2.23815 0.720167 0.134374 0.011093 0.00954825 0.149424 0.183011 -0.223361 -1.14478 0.112923 0.263896 -2.09979 0.61658 0.396999 0.145918 0.798174 -0.287934 1.59465 0.596489 -0.22631 -1.11178 0.968533 0.235468 0.305962
internal_weight=0 192178 2091 1455 263 125 1192 41 636 165 471 128 83 138 190087 302 134 168 136 60 189785 188614 1151 990 969 387243 86 113 62 188580 186769 2313 2253 374 100 274 1879 59 471 345 1408 130 55 75 299 67 60 67 940 850
internal_count=579421 192178 2091 1455 263 125 1192 41 636 165 471 128 83 138 190087 302 134 168 136 60 189785 188614 1151 990 969 387243 86 113 62 188580 186769 2313 2253 374 100 274 1879 59 471 345 1408 130 55 75 299 67 60 67 940 850
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=51
num_cat=0
split_feature=7 0 10 10 2 10 5 12 4 1 10 13 1 4 5 0 8 1 6 0 0 10 2 4 0 3 8 11 10 0 14 14 1 13 3 13 0 5 0 7 4 1 13 14 7 0 8 0 3 13
split_gain=3902.22 7481.02 8190.28 7083.17 7877.02 9151.4 9169.41 6843.4 6690.45 7786.63 12178.7 11261.7 17883.8 12959.2 9806.14 7812.48 7757.44 9996.59 7666.89 11485.7 11359.3 7504.24 7430.1 7122.37 8010.98 7108.66 9073.57 6691.7 6517.27 6513.45 6513.44 7617.23 7278.46 6576.1 10213.4 6287.5 6227.5 6212.04 6073.05 5985.13 5906.34 7535.5 6201.81 5755.25 5578.99 5522.59 5486.77 9413.8 7027.48 5292.36
threshold=4.5000000000000009 887.39409003207015 0.95060975609756104 0.45584415584415588 3.5000000000000004 0.62645348837209314 10.500000000000002 4.5000000000000009 10.500000000000002 2504.0887350000007 0.42206477732793529 0.26006441223832533 2912.4473000000003 4.5000000000000009 5.5000000000000009 690.64043336540351 1.0000000180025095e-35 3001.4799050000006 3.5000000000000004 730.3665416987368 791.3565587820699 0.23904761904761906 3.5000000000000004 3.5000000000000004 720.37334503207001 26.500000000000004 2.5000000000000004 0.48749218261413391 0.46770833333333339 984.47344919873672 0.47434210526315795 0.52086956521739147 2203.0434350000005 0.78319623971797891 23.500000000000004 0.85092592592592597 1243.5699533654035 3.5000000000000004 975.99820503207002 12.500000000000002 2.5000000000000004 2428.1067250000006 0.57979626485568769 0.12632978723404256 6.5000000000000009 848.40826753207011 2.5000000000000004 797.48407503207011 30.500000000000004 0.14459930313588851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 36 28 38 7 -7 9 22 11 14 15 -14 16 -13 17 -11 19 -16 -20 27 30 -12 -25 26 45 -18 -5 -8 33 32 -32 -2 -35 -27 -3 -23 -6 40 41 -4 49 -19 -44 -17 47 -15 -48 -42
right_child=1 3 39 4 5 6 29 -9 -10 10 23 12 13 46 18 25 21 43 20 -21 -22 37 -24 24 -26 35 -28 -29 -30 -31 31 -33 -34 34 -36 -37 -38 -39 -40 -41 42 -43 44 -45 -46 -47 48 -49 -50 -51
leaf_value=0.0011940889186577448 -0.25487753510112804 -0.31406738455480671 0.19859765568971635 1.4486553660460881 0.42398039507865914 1.4873600450421995 -2.4046158993244173 -0.36695218717350681 -1.2133715759152952 2.1198963006337483 -0.89011627052511499 -0.31339959136032047 0.60832038169557401 -0.81434583850204945 0.23011614500090133 2.1177279731501701 0.59348747726740703 1.1789154529571533 1.8084026291256858 2.1759334171136606 -1.3762783328692119 0.2779915354869984 -0.69604621901516883 -0.96082691473557669 0.26544214686212259 1.7758728014596974 -1.0902340260711876 -0.91773513581822908 -0.083060725057176224 0.11696455379327138 0.35685402097409236 0.0438774588691076 2.3028083546408289 -0.0026155276427499386 1.9626323894871509 0.2084375797896772 0.084936238619298346 -1.7537133096772082 2.4646603986195159 -1.2805726425988335 0.43844149991085657 -1.7709569350532863 -0.35954780092364863 -1.1913632637262344 0.91340456836753425 0.14447769103823482 -1.9496076381724814 -3.2399642139673235 0.39105359192552241 1.303548097531527
leaf_weight=567408 1465 2357 125 28 25 48 20 34 46 51 126 94 44 32 43 23 212 21 21 103 24 27 189 68 246 83 37 34 3512 21 57 1422 29 119 34 37 469 34 35 21 133 23 95 20 54 37 23 32 29 151
leaf_count=567408 1465 2357 125 28 25 48 20 34 46 51 126 94 44 32 43 23 212 21 21 103 24 27 189 68 246 83 37 34 3512 21 57 1422 29 119 34 37 469 34 35 21 133 23 95 20 54 37 23 32 29 151
internal_value=0 -0.0564002 0.0299944 -0.128481 -0.0378736 0.601877 0.107974 0.718499 -0.0130865 -0.00162194 0.187344 0.370778 0.00614137 -0.852952 0.661869 0.448118 0.379801 1.18527 1.25111 1.60285 0.109906 0.138423 -0.0871838 -0.254982 -0.000119306 0.777993 0.141389 0.384619 -0.0709455 -1.11307 -0.0503716 0.0991485 1.01305 -0.189726 0.434106 1.29258 -0.247849 -0.854434 1.61438 0.377933 0.437879 -0.107482 0.624285 0.0226819 0.101791 0.90089 -1.40723 -2.02716 -0.644239 0.89841
internal_weight=0 12013 5464 6549 3723 183 123 82 4862 4816 1501 1061 471 160 590 311 399 92 191 146 45 307 3315 440 314 217 97 246 3540 41 3126 1508 86 1618 153 120 2826 61 60 602 581 148 433 41 149 60 116 64 52 284
internal_count=579421 12013 5464 6549 3723 183 123 82 4862 4816 1501 1061 471 160 590 311 399 92 191 146 45 307 3315 440 314 217 97 246 3540 41 3126 1508 86 1618 153 120 2826 61 60 602 581 148 433 41 149 60 116 64 52 284
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=51
num_cat=0
split_feature=10 11 11 4 2 0 3 5 4 4 12 5 6 8 1 0 1 10 0 3 10 13 9 10 8 5 6 10 10 1 3 14 0 14 0 0 6 7 0 0 0 0 10 0 5 1 2 10 5 14
split_gain=3869.16 6059.25 7995.75 8193.47 6242.14 14185.1 10986.4 9708.98 6657.4 7248.83 5662.94 5599.23 9109.1 7208.49 6188.95 37958.5 16674.6 11910.5 8937.64 8673.83 7793.96 7410.22 6146.25 6083.05 6076.8 5718.23 5648.17 7535.11 6934.29 5600.54 5842.97 18874.8 15480.8 9068.44 8762.78 9790.5 6481.87 8855.49 5524.35 5339.96 5282.23 5166.83 5163.68 8108.03 7141.75 6613.82 11717.5 11515.8 11425.5 10864.4
threshold=0.97894503546099298 0.93218390804597717 0.52086956521739147 12.500000000000002 2.5000000000000004 591.80209253207011 17.500000000000004 7.5000000000000009 11.500000000000002 10.500000000000002 5.5000000000000009 7.5000000000000009 7.5000000000000009 4.5000000000000009 3990.9076300000002 1057.5680575320705 3757.3374450000006 0.57979626485568769 997.54235919873679 31.500000000000004 0.21525096525096529 0.19292803970223329 3.5000000000000004 0.97530487804878063 12.500000000000002 16.500000000000004 4.5000000000000009 0.084523809523809543 0.3816526610644258 2490.2043650000001 37.500000000000007 0.043961352657004842 1046.2061533654035 0.26393188854489169 928.48060753207005 1118.5409650320703 10.500000000000002 3.5000000000000004 1154.1210150320703 1088.5892550320702 924.99774003207006 537.25655753207002 0.13423423423423428 1176.0554425320704 16.500000000000004 3383.3926800000004 3.5000000000000004 0.39339826839826847 12.500000000000002 0.79057017543859665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 6 41 8 9 -7 -2 13 24 23 16 20 19 22 21 -15 -16 -18 -17 -1 42 -26 27 -21 -29 -14 33 -32 -33 34 -31 -36 37 -34 -5 -9 -11 -6 44 45 -13 46 -44 -48 -49 -47
right_child=10 -3 3 38 5 7 -8 39 -10 40 -12 12 29 14 15 17 18 -19 -20 26 -22 -23 -24 -25 25 -27 -28 28 -30 30 31 32 36 -35 35 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 49 47 48 -50 -51
leaf_value=0.0014361071415291621 -0.077953766526210402 0.070299625615745306 -0.024517862489173915 -2.4899631541708245 -1.2183084486285225 -0.054960304464983172 -2.8777643940665509 -0.72890333737049939 1.223640104532242 -2.1466808910369877 -0.60780951187590171 -0.038113954104309608 0.97636971219822211 -0.071609550587502471 -4.6280313764299663 -1.0731945371627807 1.1647894010732049 2.2507873859405518 0.089280279051689879 -0.01885720390539903 -1.8697002124786377 3.5054582533382233 1.0077450264583934 1.6277582458827806 -1.3599440338356157 0.39029511330383171 0.13902731508664465 -2.2804429485481612 -0.8020526408528289 1.3412660615197545 -2.9190041348338127 2.1493474023209678 1.1789855512657337 -1.4089632194969923 -1.8928876589326298 0.6849289309519988 -1.4701178569947519 -1.1422774107367903 -0.21750472724437714 0.016055508172421747 -0.49951739124107092 -0.37370287539090141 0.16120615432726293 -0.054967244843049316 1.439443316604152 0.3180017679091543 0.13691268675763327 -0.43126141377841454 -2.1385872364044189 1.7667297718741677
leaf_weight=511686 1502 12157 20750 23 96 5598 22 355 40 25 233 3757 27 9802 21 40 38 25 42 65 20 21 22 23 56 28 69 49 90 29 20 36 42 124 34 26 31 27 20 132 88 295 7654 2404 33 880 406 359 44 55
leaf_count=511686 1502 12157 20750 23 96 5598 22 355 40 25 233 3757 27 9802 21 40 38 25 42 65 20 21 22 23 56 28 69 49 90 29 20 36 42 124 34 26 31 27 20 132 88 295 7654 2404 33 880 406 359 44 55
internal_value=0 0.000447832 -0.00105375 -0.0537044 -0.0515399 -0.135844 -0.703416 -0.0982668 -0.0619626 -0.070967 -0.14911 0.0016316 0.0597675 -0.000158321 -0.0829697 -0.773987 -0.0742777 0.408187 1.20422 -0.0870944 -3.2825 1.99791 -0.334797 0.00150921 0.071733 -0.776531 -0.643074 -0.907609 -1.32321 -0.413899 -0.515626 -0.0506495 0.371167 -0.856173 -0.0859923 -0.775834 -0.268978 0.270665 -1.43301 -0.526984 -0.863934 -0.581074 0.076303 0.108914 -0.0252487 0.150835 0.122951 -0.238979 -0.617669 0.403221
internal_weight=0 577686 565529 27444 27401 6651 413 6238 5751 5711 1735 538085 16072 522013 10304 128 10176 87 101 10075 41 59 62 511709 15676 84 273 204 139 396 369 156 136 213 89 60 100 69 43 487 113 391 15592 11802 3790 9398 8463 809 403 935
internal_count=579421 577686 565529 27444 27401 6651 413 6238 5751 5711 1735 538085 16072 522013 10304 128 10176 87 101 10075 41 59 62 511709 15676 84 273 204 139 396 369 156 136 213 89 60 100 69 43 487 113 391 15592 11802 3790 9398 8463 809 403 935
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=51
num_cat=0
split_feature=7 3 1 3 14 14 3 1 0 10 10 0 2 11 0 9 2 10 3 1 0 9 10 9 0 13 12 10 1 12 0 1 12 13 7 14 11 0 5 0 10 2 11 5 1 6 0 10 14 0
split_gain=3820.86 4348.27 8665.8 8735.02 7576.7 11271.6 6916.33 8131.11 6257.38 5241.38 9417.28 9297 6200.79 4888.6 4799.16 5607.9 5819.2 5348.69 4840.8 6383 4296.19 9340.89 7841.34 6466.51 4676.19 4446.75 4290.31 4278.11 4159.61 3758.64 3670.9 7694.08 4070.87 7770.26 5628.79 8033.73 9156.4 6612.01 6657.33 6121.14 5472.7 17738.3 40636.7 15981.3 19463.7 14039.9 15186.5 13177.8 14098.3 13072.1
threshold=1.0000000180025095e-35 13.500000000000002 1525.7882200000001 12.500000000000002 0.29864864864864871 0.15075757575757578 11.500000000000002 1408.8002100000001 518.73793503207014 0.74133811230585434 0.59729729729729741 468.91642503207009 2.5000000000000004 0.080540540540540564 545.27333086540352 2.5000000000000004 2.5000000000000004 0.096006144393241177 9.5000000000000018 1208.6339050000004 499.84664711540341 3.5000000000000004 0.40967365967365971 2.5000000000000004 453.23590169873665 0.30860805860805868 1.5000000000000002 0.79361054766734285 1490.7107900000005 2.5000000000000004 1462.7090825320704 3069.4597500000004 3.5000000000000004 0.70135135135135152 7.5000000000000009 0.039230769230769243 0.063508064516129045 893.04870836540351 8.5000000000000018 850.91795503206993 0.03509852216748769 2.5000000000000004 0.030776515151515155 4.5000000000000009 1889.9232450000002 2.5000000000000004 795.43170253206983 1.0000000180025095e-35 0.043961352657004842 893.04870836540351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 29 5 -1 7 9 -5 10 14 -12 27 -7 15 16 -6 -17 19 -16 21 22 23 -3 -23 -26 -8 -11 -24 -4 32 -32 40 34 -34 36 -36 39 -39 -37 41 -2 43 44 -43 -45 -47 48 -46 -49
right_child=30 20 3 8 6 13 26 -9 -10 12 11 -13 -14 -15 18 17 -18 -19 -20 -21 -22 24 28 -25 25 -27 -28 -29 -30 -31 31 -33 33 -35 35 37 -38 38 -40 -41 -42 42 -44 45 47 46 -48 49 -50 -51
leaf_value=-0.016232776327372068 -0.017816127275965751 -0.64128774821758272 -0.37091658874604633 -0.37236226174448217 0.070490938618012436 0.10349391577684877 0.084007915692026258 -0.30168516448746896 -0.025065745209599491 -0.23433303799726729 -0.25680564731594807 0.22239310690832675 -0.61182784910267218 -0.045570356966627069 -0.12321207966798703 0.052685816793764106 0.51947694889691443 -0.35093673179292534 -0.022446989541390225 -0.63991289664285655 0.021921493018687194 -1.0451788897607841 0.90701805208410546 1.2602613285801114 -0.29950186228752135 0.90685662505301556 -0.017326060923095288 -0.044260356734775179 -0.40777028487487277 -0.11665352724513478 -0.043472424773420074 0.36802434848301313 -0.02394549844820365 -1.2039814564000284 -2.00289322193712 0.071082007581904791 0.2987647229731083 -0.85160106517888345 0.30385993962225166 2.0255179979584432 -0.0082562517564562978 0.42412982917284237 -0.030381369540459141 0.70732566911818329 1.7240374853797988 0.65758383188622826 -0.29480066809182365 -2.8036193234845999 0.048962215452251011 0.05471684988588095
leaf_weight=19821 28874 20 1276 546 4834 20066 9630 1107 10410 1241 467 3043 200 2471 2533 711 307 610 9579 264 119084 51 35 169 100 44 7380 25857 77 1068 1057 797 85623 56 56 59 25 145 76 22 202550 2249 9297 1349 51 313 360 32 3397 32
leaf_count=19821 28874 20 1276 546 4834 20066 9630 1107 10410 1241 467 3043 200 2471 2533 711 307 610 9579 264 119084 51 35 169 100 44 7380 25857 77 1068 1057 797 85623 56 56 59 25 145 76 22 202550 2249 9297 1349 51 313 360 32 3397 32
internal_value=0 0.00955478 -0.00361228 -0.0798586 0.00559646 0.0387732 -0.015142 -0.0336374 -0.0423735 -0.0276605 0.00825049 0.158636 -0.0570596 0.0871502 -0.0197703 0.0500806 0.0973026 -0.133696 -0.0562422 -0.171982 0.0231448 0.316841 0.666132 1.05904 -0.222321 0.0691077 0.0400429 -0.0529651 0.00310107 -0.255066 -0.00690155 0.133422 -0.00767916 -0.0264232 -0.0256565 -0.408163 -1.2925 -0.170972 -0.454248 0.601916 -0.00118771 0.0299681 0.110748 0.279331 0.194437 0.521206 0.148136 0.0473479 0.0737386 -1.37445
internal_weight=0 243001 123421 13300 110121 42358 67763 50753 10956 49646 22348 3510 27298 22537 18838 6462 5141 1321 12376 2797 119580 496 301 189 195 144 17010 27098 112 2344 336420 1854 334566 86062 86006 383 81 302 221 81 248504 45954 17080 7783 5761 2022 673 3512 3448 64
internal_count=579421 243001 123421 13300 110121 42358 67763 50753 10956 49646 22348 3510 27298 22537 18838 6462 5141 1321 12376 2797 119580 496 301 189 195 144 17010 27098 112 2344 336420 1854 334566 86062 86006 383 81 302 221 81 248504 45954 17080 7783 5761 2022 673 3512 3448 64
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=51
num_cat=0
split_feature=1 4 11 11 14 10 14 8 5 0 14 1 6 0 0 1 13 0 13 5 0 0 7 5 14 9 0 0 9 0 8 14 5 1 0 12 0 3 10 5 8 2 14 8 8 5 14 10 5 10
split_gain=3720.85 11548.9 9635.2 9273.57 8733.9 8960.37 10860.7 10333.3 14142.8 8016.31 7465.64 14957 13633.3 20043.8 13044.5 20340.8 12004.8 11933.4 18968.6 12054.4 10110.7 9978.6 13510.6 11437.4 15045.9 10629.9 7459.94 13458.9 8673.9 7432.72 14563.1 7375.08 8594.68 8397.89 8950.72 7361.18 7343.01 15248.4 19988.7 15155.6 9560.5 7207.8 13805.6 8280.4 6793.8 13818.6 16914.6 7412.15 8681.08 8455.52
threshold=3305.7150050000014 8.5000000000000018 0.16869918699186995 0.60990338164251223 0.043961352657004842 0.04819976771196284 0.3373983739837399 7.5000000000000009 10.500000000000002 835.41881669873692 0.10620300751879701 3475.2235900000005 2.5000000000000004 1102.5722025320704 850.91795503206993 3383.3926800000004 0.10435571687840291 875.42535503207012 0.1012820512820513 4.5000000000000009 840.46259753207016 884.09291836540353 1.5000000000000002 5.5000000000000009 0.30860805860805868 3.5000000000000004 1118.5409650320703 971.95500003207007 4.5000000000000009 1102.5722025320704 2.5000000000000004 0.89564428312159727 11.500000000000002 3585.7070200000003 1199.6178025320703 8.5000000000000018 1127.0524375320704 34.500000000000007 0.25290697674418611 11.500000000000002 4.5000000000000009 3.5000000000000004 0.040408163265306128 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.16064516129032261 0.11834733893557424 5.5000000000000009 0.072299651567944254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 44 10 -9 -8 11 -6 16 -14 15 20 35 18 -16 -20 -12 -19 26 29 25 -25 27 28 -23 30 -24 36 33 -33 -35 -13 37 -11 -39 40 -40 -5 -43 -44 47 46 -46 48 49 -7
right_child=1 -3 3 41 5 6 9 8 -10 31 14 12 13 -15 17 -17 -18 21 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31 -32 32 -34 34 -36 -37 -38 38 39 -41 -42 42 43 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.0012504005561722927 -0.1699439971551823 -0.045432109127320826 0.6146784529381516 0.2499369199643843 0.36657674200067375 0.66451725776378934 1.3533883819977444 -3.1918507518768315 0.080477048243795132 -0.135370632406415 -0.84739717344194654 -0.15096634832024575 -2.9421163771301511 0.1569706153124571 2.653343987464905 -3.6261217317410877 -1.5312022924423219 -1.5443733872789327 -1.5611234433375873 1.6193793600255793 1.2996008196184714 -0.35269019269361729 -0.53715562343597412 -0.97374116923358001 1.7795257864663236 1.1021714380464038 0.23340321987183119 2.8406196446645833 1.9555869658788045 -0.17022479849202293 -3.7403372293168853 -0.84121294720814788 1.8523839962482453 2.2860216207504274 -0.55222614014521243 1.9796185244495672 0.080206759791108473 0.60928072789136101 -2.0451105756229828 -0.036014945308367415 -4.4253377442006707 0.82738784096070705 -0.43295155337878638 -2.8053728665074997 -2.7674713972736811 0.22711769232166931 0.79108985445716173 0.38663496909089323 -0.31922446541926441 2.2713736508831834
leaf_weight=565649 1081 6505 741 320 146 65 36 25 28 246 75 50 60 32 52 21 45 33 26 22 31 41 40 74 52 37 98 42 27 70 22 52 35 25 20 24 277 34 45 24 27 35 28 31 34 1696 22 1120 34 66
leaf_count=565649 1081 6505 741 320 146 65 36 25 28 246 75 50 60 32 52 21 45 33 26 22 31 41 40 74 52 37 98 42 27 70 22 52 35 25 20 24 277 34 45 24 27 35 28 31 34 1696 22 1120 34 66
internal_value=0 0.0513569 0.137997 0.40288 0.0879414 0.143353 0.21694 -0.0986766 -1.46307 -0.105759 -0.0341114 -0.411555 -0.949979 -1.86417 0.142491 -0.782801 -0.243207 0.327258 1.33011 -0.103393 -0.219502 0.140159 0.250675 -0.18451 0.375821 -0.28177 0.867885 1.43315 0.563832 -0.876435 -1.67377 -0.172676 0.509064 0.0243603 1.02458 0.540034 -0.310485 -0.598309 -1.47433 -2.21228 -2.9377 0.0237903 -0.746071 -1.67948 0.304176 0.176085 -1.36947 0.478819 1.10455 1.47408
internal_weight=0 13772 7267 1155 6112 5031 3858 1173 53 821 1120 357 211 92 763 127 119 636 100 48 106 536 503 295 163 111 208 110 68 132 62 785 132 97 45 74 653 376 130 96 72 414 94 59 3037 1752 56 1285 165 131
internal_count=579421 13772 7267 1155 6112 5031 3858 1173 53 821 1120 357 211 92 763 127 119 636 100 48 106 536 503 295 163 111 208 110 68 132 62 785 132 97 45 74 653 376 130 96 72 414 94 59 3037 1752 56 1285 165 131
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=51
num_cat=0
split_feature=8 3 4 10 3 5 3 6 14 14 14 4 12 13 0 5 10 1 4 0 4 3 11 4 10 14 12 14 0 10 13 14 1 3 0 14 0 10 3 1 10 1 13 10 0 1 12 11 1 11
split_gain=3635.16 4851.86 5801.92 5961.26 7854.05 6236.73 5472.71 5999.45 8591.16 10357 5645.94 6796.45 9898.86 11992.2 12704.3 8001.72 6504.01 5412.83 7607.48 5294.29 5012.81 6162.29 8769.47 8491.45 10237.5 6159.2 5527.95 15014.9 10472 13373.2 5341.21 4928.56 11922.4 7181.25 5059.93 4776.3 4595.37 11503.6 7020.7 12451.8 7649.18 10959.9 8010.51 5304.03 6146.26 10383.8 9006.96 8339.14 5801.13 6653.5
threshold=1.0000000180025095e-35 17.500000000000004 5.5000000000000009 0.15504807692307696 31.500000000000004 10.500000000000002 32.500000000000007 5.5000000000000009 0.40967365967365971 0.29217479674796754 0.25265957446808512 9.5000000000000018 4.5000000000000009 0.080540540540540564 1075.5508225320702 1.5000000000000002 0.96076923076923093 1987.94217 7.5000000000000009 1118.5409650320703 9.5000000000000018 34.500000000000007 0.059714795008912663 12.500000000000002 0.050641025641025648 0.16869918699186995 6.5000000000000009 0.080540540540540564 1020.5262783654035 0.1012820512820513 0.21132376395534294 0.15504807692307696 3193.0687900000007 28.500000000000004 887.39409003207015 0.040408163265306128 949.46177836540335 0.72850122850122856 23.500000000000004 2490.2043650000001 0.36939571150097467 3305.7150050000014 0.036375661375661381 0.32971014492753631 887.39409003207015 2716.2336750000004 1.5000000000000002 0.17752100840336138 2940.4779350000003 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 5 -5 -3 10 8 9 20 11 -4 13 14 15 -13 -15 18 -1 -6 25 22 30 24 -23 26 27 -8 -28 -30 -22 33 -33 35 -35 -14 37 38 -12 -40 41 43 -42 44 47 -46 -47 -41 49 -49
right_child=-2 2 6 4 19 -7 7 -9 -10 -11 36 12 31 16 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 28 -29 29 -31 -32 32 -34 34 -36 -37 -38 -39 39 40 42 -43 -44 -45 45 46 -48 48 -50 -51
leaf_value=0.0042590965723001461 -0.0055798795103776501 0.0039189771343303885 -0.048734495791813381 0.15313282079144877 -1.3938815067031167 1.5563415843706867 1.7616358041763307 -0.6309277249707117 2.0375172376632693 -1.8597404474020003 -0.015161946974616904 0.66292696809768681 0.59606899658599533 0.34566572387016908 -0.152005453242196 2.8468800370599712 -1.1235347662121058 -0.10087277945397705 0.24327134846331494 0.027898394465446476 0.7036366683910743 -0.028998852387452742 1.9126884642008104 0.78119368508458142 -2.5621179022170879 2.4232478699606399 2.6396293699741364 -1.6597370955450783 -1.3747986865617956 2.1264575505256653 -1.367389976978302 -0.44768076660269396 1.8057058040912335 -1.9289445767531526 -0.53978483969966573 -0.4147927001397187 -0.011545215258387408 0.38848413188823089 2.4065590068146037 0.44409219443983816 1.3109224868672236 -0.88899603593544885 -0.49446667913180681 2.0767480532328291 -1.3332737305889959 2.2113288444021477 0.022600815517520443 2.4840918407553723 2.8577494502067569 0.30406888354392281
leaf_weight=145302 387243 5533 14351 8871 55 26 23 54 33 20 3590 25 83 516 36 51 32 4855 1344 50 33 39 38 40 27 23 30 29 24 20 20 59 39 37 90 107 4436 1279 27 361 28 61 201 21 46 23 103 21 24 42
leaf_count=145302 387243 5533 14351 8871 55 26 23 54 33 20 3590 25 83 516 36 51 32 4855 1344 50 33 39 38 40 27 23 30 29 24 20 20 59 39 37 90 107 4436 1279 27 361 28 61 201 21 46 23 103 21 24 42
internal_value=0 0.0112436 0.0419081 0.0925574 0.142956 0.0111798 0.013747 0.3583 0.492181 0.352847 0.00767112 -0.0305677 0.211954 0.452579 1.39546 2.12847 0.259873 0.00301037 0.00644963 -0.716843 0.480742 0.149716 0.753345 -0.368494 -1.06527 0.918408 0.643715 -0.146438 1.19896 0.216681 -0.0778828 -0.170726 0.449075 -0.362337 -0.944501 0.0267943 0.0651468 0.123531 0.0490204 0.289537 0.228141 0.391853 -0.27372 0.513744 0.460803 -0.047338 0.422131 0.655893 1.53474 1.03074
internal_weight=0 192178 40677 14535 8976 5559 26142 453 399 366 25689 15426 1075 660 112 76 548 151501 146646 105 346 197 91 106 66 149 126 52 74 44 53 415 98 317 127 190 10263 5827 4548 958 931 702 229 641 620 172 126 448 87 63
internal_count=579421 192178 40677 14535 8976 5559 26142 453 399 366 25689 15426 1075 660 112 76 548 151501 146646 105 346 197 91 106 66 149 126 52 74 44 53 415 98 317 127 190 10263 5827 4548 958 931 702 229 641 620 172 126 448 87 63
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=51
num_cat=0
split_feature=4 0 1 0 14 14 0 7 8 5 6 10 9 12 0 11 0 12 14 9 4 8 0 0 3 0 12 3 0 7 0 7 12 14 5 14 0 8 5 0 0 4 14 14 4 0 3 14 0 13
split_gain=3560.5 8437.21 6768.84 4082.4 3560.37 6339.35 5433.96 3551.32 3529.72 4734.44 20909.4 11689.3 10748 9584.69 14914.1 5882.67 9786.01 9635.68 12486.7 8424.69 7992.98 11515.6 7734.77 7445.75 7149.22 5755.55 8994.49 14069.1 6220.17 5645.17 9681.04 7181.63 9266.96 11188.6 9470.59 6782.66 10625.4 6906.36 6701.83 8271.05 8103.4 7948.69 6635.29 6605 6513.89 7761.97 9559.01 15097.1 6716.85 6489.75
threshold=1.5000000000000002 539.79532253207014 1659.66857 600.3071283654034 0.15075757575757578 0.16064516129032261 686.82517503207021 2.5000000000000004 10.500000000000002 10.500000000000002 5.5000000000000009 0.05634920634920635 2.5000000000000004 2.5000000000000004 1057.5680575320705 0.030776515151515155 1243.5699533654035 5.5000000000000009 0.036375661375661381 2.5000000000000004 6.5000000000000009 2.5000000000000004 714.38894753207012 1082.0615325320703 31.500000000000004 1095.5934300320703 3.5000000000000004 32.500000000000007 1006.7816783654035 7.5000000000000009 942.50007253207002 4.5000000000000009 1.5000000000000002 0.087595907928388769 11.500000000000002 0.053342816500711245 979.98498253207015 2.5000000000000004 13.500000000000002 942.50007253207002 935.44215503206999 4.5000000000000009 0.091966173361522213 0.23606811145510839 5.5000000000000009 811.40578753207012 26.500000000000004 0.53410852713178303 893.04870836540351 0.12060606060606062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4 9 -2 15 12 -12 -13 -15 16 17 18 -11 24 21 -19 -20 -23 -18 26 27 -17 -28 31 -31 35 -33 -34 -35 36 -24 -37 40 -40 44 -41 -42 -44 45 49 -47 -48 -46 -39
right_child=8 2 3 4 5 -7 -8 -9 -10 10 11 13 -14 14 -16 25 19 20 22 -21 -22 23 29 -25 -26 -27 28 -29 -30 30 -32 32 33 34 -36 37 -38 38 39 41 42 -43 43 -45 48 46 47 -49 -50 -51
leaf_value=-0.13750650533607003 0.0013442691813130509 0.033778065055906026 -0.19062783311942733 -0.13462653741277184 1.9313726116109777 -0.019686304263989429 0.35999919073421416 -0.73253251641404393 -0.35700693829868835 -0.64931432639177034 -0.2281109238995446 -0.34910432720619644 2.5116961331594561 -3.2092685871654085 -0.80845453420087043 -0.35321589566714379 0.091053831151896913 2.6518462378680709 -0.45010129873470595 1.2571682448188464 2.3861898176372054 1.0560452988147737 -0.05459542047409785 -0.75004061943008793 -0.9166381092958672 0.35243037279512063 -0.55926004024652343 2.0316303968429565 -2.2285145401954654 0.10458567660787832 2.975633086698751 -1.3071570506095886 -1.3540754020214081 -0.28872073928515118 2.0745861080976633 -0.18790523288131672 2.8782413872083032 0.54426179478565861 0.22040188769076732 0.72091789823589902 1.2642171413290735 2.7642160592476528 -0.5703074624225245 0.33511233133260221 -0.48686079850553404 -0.17821139585513335 0.43151190532578365 3.5372068678339326 1.5753106821667064 2.4995072893027603
leaf_weight=6199 546747 15065 577 3326 27 4205 119 153 274 117 45 178 21 36 92 141 155 25 93 36 40 50 21 42 129 183 65 30 34 23 24 50 27 30 39 131 30 24 47 33 51 45 118 254 56 65 45 24 22 58
leaf_count=6199 546747 15065 577 3326 27 4205 119 153 274 117 45 178 21 36 92 141 155 25 93 36 40 50 21 42 129 183 65 30 34 23 24 50 27 30 39 131 30 24 47 33 51 45 118 254 56 65 45 24 22 58
internal_value=0 -0.0337423 -0.00633798 -0.0782243 -0.0567359 0.00280534 0.650596 -0.304205 0.00182113 0.00200007 0.133387 -0.563364 0.643646 -0.8237 -1.48368 0.243353 0.320412 0.422311 0.340502 -0.183984 1.16589 0.74869 0.428905 0.231528 -0.366665 -0.0805324 -0.373985 0.0651782 -1.13254 0.496076 1.57065 0.45291 -0.203224 0.371742 1.04706 0.54646 1.6706 0.487538 0.592624 1.26831 0.474827 1.89974 0.194556 0.0479093 0.878073 1.16093 0.691994 1.51175 0.0947773 1.92724
internal_weight=0 29671 23472 8407 7677 4351 146 730 549750 549476 2729 372 66 306 128 2357 1904 1584 1427 320 157 117 1310 92 284 453 270 171 99 1217 47 1170 146 96 69 1024 51 973 842 125 717 78 423 372 294 216 134 69 78 82
internal_count=579421 29671 23472 8407 7677 4351 146 730 549750 549476 2729 372 66 306 128 2357 1904 1584 1427 320 157 117 1310 92 284 453 270 171 99 1217 47 1170 146 96 69 1024 51 973 842 125 717 78 423 372 294 216 134 69 78 82
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=51
num_cat=0
split_feature=13 10 0 9 3 7 6 4 2 9 5 14 7 6 4 10 10 14 1 0 4 13 1 6 5 14 14 13 6 0 0 3 10 1 1 3 4 4 5 8 3 0 5 1 3 0 8 13 6 6
split_gain=3512.35 7352.29 6967.82 7822.98 6375.15 6757.37 6213.69 6551.66 6439.28 12559 9999.25 12041.4 20226.9 10249.6 10556.9 14105.2 9794.39 12146.4 9333.4 7987.66 10889 8825.03 10729.8 7639.43 6985.81 6970.03 6732.06 6572.14 14278.9 8581.68 8248.94 6428.91 6268.73 7507.09 7726.87 6254.98 8125.13 5925.57 5882.43 5693.29 7849.68 16415 7504.92 8374.18 6258.84 12925.7 13166.6 5845.95 5575.29 5564.39
threshold=0.077935222672064791 0.77913279132791347 1165.0077825320702 6.5000000000000009 46.500000000000007 9.5000000000000018 1.5000000000000002 11.500000000000002 2.5000000000000004 1.5000000000000002 8.5000000000000018 0.059714795008912663 8.5000000000000018 2.5000000000000004 6.5000000000000009 0.95553359683794481 0.86425061425061445 0.95553359683794481 1857.0303800000004 793.40564253207015 5.5000000000000009 0.059714795008912663 3193.0687900000007 5.5000000000000009 4.5000000000000009 0.46247654784240161 0.050641025641025648 0.03883861236802414 2.5000000000000004 1035.9671475320704 782.40568753207003 18.500000000000004 0.85504201680672276 2329.0979250000005 2478.1650450000002 30.500000000000004 2.5000000000000004 3.5000000000000004 10.500000000000002 6.5000000000000009 42.500000000000007 1135.5863325320704 9.5000000000000018 3757.3374450000006 38.500000000000007 1030.5273950320702 8.5000000000000018 0.29520697167755999 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 39 -3 8 9 -8 11 -10 16 14 15 -12 23 18 24 -15 21 22 35 27 -18 26 -22 29 37 31 -30 -13 33 -33 -35 36 -21 -29 -17 -2 42 -42 43 -41 49 -46 -47 -45 -20 -44
right_child=4 6 -4 -5 -6 -7 7 -9 10 -11 13 12 -14 19 -16 38 17 -19 48 20 25 -23 -24 -25 -26 -27 -28 28 30 -31 -32 32 -34 34 -36 -37 -38 -39 -40 40 41 -43 44 47 45 46 -48 -49 -50 -51
leaf_value=-0.041561108498965854 0.0054247805970776067 0.032723493180848336 0.080411631579649145 -1.7133907471384324 1.438170109208553 -0.39215905631697456 0.034486378299769589 0.95907980650663383 -0.72607423884959399 -0.41116193283979563 2.0314097568392753 -0.08805103514875684 2.8695813157341696 -1.5193307608366013 2.6829857845107714 -1.3871256674489667 0.17569362813596093 -2.3815802728688276 -0.14193795849090068 -0.15619166970252993 -1.4376704243096441 -1.0595688552856446 0.22196648713201284 -1.0263963974860251 1.933718975690695 -1.5664179933071136 0.66148108267784123 0.30231348942307867 -0.28565944606065752 -0.81197343014180667 1.4116831501028431 1.7909276453115173 2.6544284479958673 -1.0731042049549244 0.80216179091672779 3.4349652171134952 2.6942697882652284 -1.2318635144030925 0.63184280097484591 -0.21223982698375343 -3.2442081041944526 0.45432520558436712 0.036134244742940747 -2.2488331389427185 2.3967028098947862 1.3250234183512237 -1.3632455466900553 -0.19652030753052754 -0.47727483245730495 -0.89610311214624438
leaf_weight=71655 446473 40788 4954 28 31 430 7228 64 417 693 38 70 22 32 30 31 173 27 972 20 22 25 80 49 26 45 50 34 50 40 67 59 21 27 118 20 20 97 27 1633 24 24 1443 35 34 38 35 23 1012 67
leaf_count=71655 446473 40788 4954 28 31 430 7228 64 417 693 38 70 22 32 30 31 173 27 972 20 22 25 80 49 26 45 50 34 50 40 67 59 21 27 118 20 20 97 27 1633 24 24 1443 35 34 38 35 23 1012 67
internal_value=0 -0.0145389 -0.0342873 -0.0422141 0.00416937 0.00407064 0.0142921 -0.0499296 -0.0554765 -0.00450293 -0.163985 -0.224017 -0.150917 0.283657 1.04557 0.533879 -0.174298 -0.273573 -0.247501 -0.02208 0.147821 0.671085 0.98013 0.172849 0.405385 -0.590115 0.0200737 0.273644 -0.116582 0.562527 0.686323 0.7489 1.00928 0.839931 0.452974 1.99101 1.26904 -0.83368 -0.447261 0.00444941 -0.125312 -1.39494 -0.106889 -0.254179 0.0471416 0.786217 0.0361273 -1.43498 -0.312987 -0.00522993
internal_weight=0 129131 76637 71683 450290 450259 52494 11706 11642 7921 3721 3281 2864 440 126 96 2842 2210 2183 314 282 165 140 632 199 117 72 583 248 335 117 295 225 204 145 60 40 131 58 449829 3356 48 3308 1691 1617 107 73 58 1984 1510
internal_count=579421 129131 76637 71683 450290 450259 52494 11706 11642 7921 3721 3281 2864 440 126 96 2842 2210 2183 314 282 165 140 632 199 117 72 583 248 335 117 295 225 204 145 60 40 131 58 449829 3356 48 3308 1691 1617 107 73 58 1984 1510
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=51
num_cat=0
split_feature=7 10 10 6 0 10 2 14 10 0 14 3 3 0 10 12 7 4 6 8 3 1 10 5 0 12 10 0 4 14 6 1 13 4 13 5 6 0 14 8 13 5 0 9 11 2 1 0 7 8
split_gain=3400.69 5216.41 12272.4 11958.8 11461.3 10752.3 10469.1 15357.8 9146.12 13291.4 13054.2 15632.7 25278.3 9939.23 9266.73 9116.86 8009.01 10371.4 7752.93 7486.09 8945.34 7302.37 16574.3 12529.5 11174.2 9418.46 9176.58 10699.6 9130.28 8701.43 9538.27 7157.4 8278.02 7053.76 7007.63 7729.48 13081.1 14311.4 8656.84 22028.2 7882.66 6801.46 6741.15 6687.3 14366.6 12635.6 16419.1 13319.3 12252.4 11544.7
threshold=2.5000000000000004 0.6984848484848486 0.87026647966339421 1.5000000000000002 1199.6178025320703 0.81322674418604668 2.5000000000000004 0.43826219512195125 0.84731934731934744 1046.2061533654035 0.26201372997711675 23.500000000000004 28.500000000000004 887.39409003207015 0.86811594202898557 1.5000000000000002 3.5000000000000004 4.5000000000000009 4.5000000000000009 8.5000000000000018 40.500000000000007 2940.4779350000003 0.9104278074866311 6.5000000000000009 832.93715253206994 4.5000000000000009 0.96490147783251246 984.47344919873672 8.5000000000000018 0.28062500000000007 2.5000000000000004 2428.1067250000006 0.29289215686274517 6.5000000000000009 0.39208074534161497 7.5000000000000009 2.5000000000000004 908.49508003207006 0.83602150537634423 2.5000000000000004 0.059714795008912663 6.5000000000000009 893.04870836540351 2.5000000000000004 0.54692082111436957 3.5000000000000004 2678.3870350000002 1069.5963050320704 6.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 15 43 -5 -4 18 9 10 11 -7 13 -13 -10 -3 -12 -18 19 20 21 23 25 -8 31 -23 28 -28 -24 33 -31 32 -25 -26 35 38 37 -37 41 -40 -39 -9 -43 45 -45 46 -2 49 -48 -47
right_child=1 2 6 5 -6 8 7 34 14 -11 16 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 26 24 29 -27 27 -29 -30 30 -32 -33 -34 -35 -36 36 -38 40 39 -41 -42 42 -44 44 -46 47 48 -49 -50 -51
leaf_value=0.0027611186460550943 -0.069031553121607719 0.54582715152299666 -0.057686166341734506 -0.20962082688821423 0.13117855525872532 0.20701739575181688 0.018312147021348566 0.58554179421853803 -0.45159722759854048 -0.35692228037628965 -0.22898427114841785 2.5700020568711417 -0.073520513375600186 5.3432798584302272 1.5951888453960419 0.16273424414935941 0.1715383666026038 2.5941558162371319 -0.40306161776673877 -1.3382128851918074 1.5610146584037023 2.2491222935914994 -0.51416025283362943 1.1255946942437918 0.97089698842809169 -0.014668656447354487 -1.603749018527092 -0.029092937408181252 -2.0313123651214742 0.91446940967014856 -1.7813153925396148 -0.98673805232141543 -0.26133678636203211 2.3040659868492273 0.0662144797603018 0.59984669350087649 0.29835383619103478 4.3795453667640691 0.40147292188235695 -2.4082964855589366 1.8663330444922814 0.35969768492014786 -1.7299766155389642 0.0016232490767942528 -0.64902148538830051 0.42144862460532545 -0.25966968861270129 -1.0665389525262934 -1.0501989110229679 2.4167504875890673
leaf_weight=512809 15806 935 16994 1217 3384 42 2306 736 192 107 94 28 24 24 25 1851 43 30 442 39 39 40 136 78 158 34 47 527 56 35 21 51 96 53 586 44 107 24 105 38 26 38 26 15421 347 449 3415 57 208 31
leaf_count=512809 15806 935 16994 1217 3384 42 2306 736 192 107 94 28 24 24 25 1851 43 30 442 39 39 40 136 78 158 34 47 527 56 35 21 51 96 53 586 44 107 24 105 38 26 38 26 15421 347 449 3415 57 208 31
internal_value=0 -0.0212563 0.0121231 0.160939 -0.044717 -0.0379632 -0.0178715 0.0970419 0.30507 0.593405 0.950194 1.75533 2.61098 3.84998 -0.215792 0.291303 0.381295 1.16713 -0.00713252 0.0399613 0.0545789 0.0384296 -0.220144 0.116057 0.574188 1.209 -0.358208 -0.158028 -0.956663 1.01167 -0.0964499 0.0550418 0.360391 1.30577 0.347422 0.491467 1.05448 1.91518 0.371461 -0.345179 3.07267 0.49956 -0.489232 -0.0613742 -0.0126952 -0.0998181 -0.113044 0.378691 -0.305055 0.550312
internal_weight=0 66612 27494 4612 39118 1826 22882 5888 609 392 285 118 76 52 217 2786 167 73 4158 3716 3677 3638 840 2798 492 74 766 574 192 267 56 225 174 211 1730 1144 201 94 943 143 50 800 64 35734 15768 19966 19429 537 3623 480
internal_count=579421 66612 27494 4612 39118 1826 22882 5888 609 392 285 118 76 52 217 2786 167 73 4158 3716 3677 3638 840 2798 492 74 766 574 192 267 56 225 174 211 1730 1144 201 94 943 143 50 800 64 35734 15768 19966 19429 537 3623 480
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=51
num_cat=0
split_feature=1 4 0 6 2 13 12 10 0 13 3 14 12 14 10 10 10 5 14 5 10 0 13 8 7 0 3 14 4 5 10 10 0 13 7 12 3 14 3 0 0 4 7 3 14 14 11 7 8 0
split_gain=3248.45 9643.72 8965.03 7836.05 8782.87 17915.5 13393.8 12963.6 12763.7 20350.2 12488.8 19350.6 18692 11575.9 11263.3 10179.9 14846.1 11798.1 10112 18203.2 9820.64 19810.2 14658.6 9639.06 9518.95 8346.97 8304.21 8123.14 7767.34 13588.5 12108.5 11214.5 10886.6 7174.46 7033.44 11135.7 13921.4 18889.8 10574 10262.9 17173.9 9012.04 9626.23 13289.6 16060.6 8863.71 13668.4 10072.6 8832.67 14008.8
threshold=3305.7150050000014 8.5000000000000018 1304.6278725320703 3.5000000000000004 3.5000000000000004 0.15894736842105264 4.5000000000000009 1.0000000180025095e-35 902.44223919873673 0.12060606060606062 38.500000000000007 0.267479674796748 3.5000000000000004 0.58477011494252884 0.18274582560296851 0.20881782945736438 0.11834733893557424 5.5000000000000009 0.16869918699186995 7.5000000000000009 0.077935222672064791 960.44235003207029 0.21132376395534294 2.5000000000000004 1.5000000000000002 928.48060753207005 31.500000000000004 0.11583184257602865 5.5000000000000009 7.5000000000000009 0.48074074074074075 0.31909090909090915 858.97015253207007 0.43050193050193059 2.5000000000000004 13.500000000000002 38.500000000000007 0.04819976771196284 37.500000000000007 979.98498253207015 952.97267003207003 6.5000000000000009 3.5000000000000004 33.500000000000007 0.25265957446808512 0.10620300751879701 0.030776515151515155 1.5000000000000002 3.5000000000000004 918.45581253207013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 34 33 8 7 -7 9 13 11 15 -12 18 -13 16 25 27 19 26 21 -8 -22 -24 -14 -10 -6 -17 31 32 -31 -9 -30 -5 35 36 38 -38 -2 40 48 -41 43 -43 -45 46 -37 -47 -36 -50
right_child=1 -3 -4 4 5 6 20 28 10 -11 12 14 24 -15 -16 17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 30 -32 -33 -34 -35 39 45 37 -39 -40 41 -42 42 -44 44 -46 47 -48 -49 49 -51
leaf_value=-0.0011683319024948441 0.10400277743028452 -0.040459693752516984 0.50787367997658361 0.26896435244081413 -2.159855464889723 2.1495165630554158 -3.2441065165304366 -1.9937390565872193 0.71336126273328615 -2.0784714120626453 1.6775319429544304 -4.6945731856606221 0.68684912522633867 -1.9117730426788331 -1.8897862882148928 2.5219658170427599 -3.9912767261266708 -1.1336203481636795 1.3006751906053693 1.9280663146480823 1.7049884347354665 0.7338081445012774 0.64307771444320683 -2.2533941246845104 -1.255868008649238 -1.5742594988181675 0.1436067170110242 -0.22766946174881678 1.4291114007273029 2.9511425145161461 0.30337208547899802 0.52543066934097649 -0.89227396740481779 -0.47888866665920143 0.71786265077300593 -3.0503100745818195 -0.76122094690799713 3.0913113211733956 -1.783333667119344 -0.19748012049506045 2.1931256361305715 0.25111130240248214 -0.0083889520022927266 1.0413346415464309 4.0336496214071911 -1.1161310730309324 0.029864783525466922 1.8009926950931552 0.36322210625461909 -1.7419850968733066
leaf_weight=565649 2829 6505 570 822 34 48 31 30 22 40 39 22 33 20 41 21 20 51 102 29 34 21 20 27 107 58 29 22 31 39 31 43 58 152 427 34 20 35 30 453 64 134 246 71 24 29 25 20 138 41
leaf_count=565649 2829 6505 570 822 34 48 31 30 22 40 39 22 33 20 41 21 20 51 102 29 34 21 20 27 107 58 29 22 31 39 31 43 58 152 427 34 20 35 30 453 64 134 246 71 24 29 25 20 138 41
internal_value=0 0.0479862 0.127158 0.0947541 -0.0665744 -0.259812 0.261114 0.653599 -0.571613 -0.00811817 -0.899887 -1.34655 -0.258593 0.378864 -2.86924 -0.852066 -1.55439 -0.104916 0.615012 -0.14518 -0.565172 -1.63764 0.123327 -1.02085 -0.797942 -0.945164 -1.09953 1.11518 0.344099 0.736161 1.77856 -0.509845 -0.0837015 0.152256 0.167282 0.0775591 0.114515 1.69039 0.0841986 0.336959 0.63521 0.121626 0.425953 0.892538 1.79729 -0.919554 -1.74515 0.0745317 0.470678 -0.118976
internal_weight=0 13772 7267 6697 2077 1103 413 280 690 254 436 257 179 214 63 194 100 94 194 92 133 52 81 47 140 80 63 43 232 159 70 73 89 974 4620 3022 2914 55 2859 1598 670 928 475 229 95 108 59 49 606 179
internal_count=579421 13772 7267 6697 2077 1103 413 280 690 254 436 257 179 214 63 194 100 94 194 92 133 52 81 47 140 80 63 43 232 159 70 73 89 974 4620 3022 2914 55 2859 1598 670 928 475 229 95 108 59 49 606 179
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=51
num_cat=0
split_feature=1 0 1 0 0 1 10 1 1 9 10 6 3 0 10 9 13 10 10 9 2 9 11 1 0 3 6 3 0 3 10 9 3 10 4 2 12 0 0 1 8 10 9 10 1 13 4 4 5 0
split_gain=3237.01 6272.21 9907.27 5453.46 4121.58 3854.49 3798.73 4056.06 11021.5 3933.88 3879.73 3634.98 8201.6 11310.2 11626.4 12671.5 9338.13 8683.52 10257.7 8401.99 11498.4 7904.25 7910.13 18448.6 7209.67 18524.6 9207.37 7002 6769.65 10283.8 6693.82 12876.7 12307.5 10473.5 11514.7 10741 16123 7624.22 7567.22 9809.86 7514.86 7155.33 7662.6 19777.4 10749.4 11380.4 10325.2 10325.4 9896.92 6683.79
threshold=857.45573300000012 414.71305928207005 1105.6075450000003 443.78211053207002 414.71305928207005 1046.5740349999999 0.74133811230585434 1531.7582150000001 1240.6124950000001 2.5000000000000004 0.096006144393241177 1.0000000180025095e-35 15.500000000000002 629.97483169873669 0.22401433691756276 3.5000000000000004 0.75304878048780499 0.49418604651162795 0.77346041055718484 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.43095238095238103 2248.0378300000007 508.2102350320701 11.500000000000002 1.5000000000000002 29.500000000000004 712.37379669873678 9.5000000000000018 0.072299651567944254 2.5000000000000004 37.500000000000007 0.12347560975609757 6.5000000000000009 3.5000000000000004 9.5000000000000018 813.67629336540347 663.38198003207015 2504.0887350000007 9.5000000000000018 0.13423423423423428 1.5000000000000002 0.80277777777777792 3148.0373600000007 0.35805860805860812 10.500000000000002 7.5000000000000009 5.5000000000000009 1015.5416250320701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 -1 -2 7 8 9 -4 -11 12 17 14 21 -16 30 -5 19 28 -21 22 -14 -24 25 -13 -27 -18 29 -19 38 40 33 34 -33 -35 -37 -36 39 -15 41 -32 -43 44 -44 46 47 -46 -45 -39
right_child=1 3 6 11 -6 -7 -8 -9 -10 10 -12 24 13 16 15 -17 27 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 31 32 -34 35 37 36 -38 49 -40 -41 -42 42 43 48 45 -47 -48 -49 -50 -51
leaf_value=-0.25852438005314837 2.3244374524979365 -0.12613034370784343 0.45611677799732275 -0.031688271815015399 0.010954583980556662 0.8315262494190615 -0.47032745369170847 -0.57792188883759088 2.406909368608309 0.24485484327405418 -0.29361912920345773 -0.035378828306936567 0.12548694438412963 0.31355845036775809 -0.14863169645849866 -0.84284673729475523 0.19777752474254029 -0.018559912450691943 -0.00098530182441221282 0.030878152514472113 -0.48705595609662566 -0.62404019562248703 -0.16455393461025836 -2.9065644811700895 -0.0090195509602959724 0.14334705794709512 0.48291158371935899 -1.0699979376725175 0.017539880124167698 0.20286311413591687 -0.19103406541822554 0.17680962696351507 2.2840528673595855 0.16070125454297526 0.33385396341327578 -0.17850907433343208 1.2925679509456343 1.5530146004923857 -0.020406676974477352 -0.2722111264155519 -1.2192449415723483 -0.003742820418038115 0.045870738641969375 0.22283694269480728 0.034529869072139265 -2.5686455497374903 1.6485195838886761 -1.2965109433595823 0.69573955599336168 0.5365579635678035
leaf_weight=1097 21 3408 343 66462 1176 98 95 64 23 328 226 5339 3224 1404 3888 282 4406 2776 79094 1667 577 167 269 27 306670 2337 1213 44 6015 8582 1383 716 27 8298 192 1662 78 166 23893 359 48 20200 16699 3481 128 26 23 107 507 106
leaf_count=1097 21 3408 343 66462 1176 98 95 64 23 328 226 5339 3224 1404 3888 282 4406 2776 79094 1667 577 167 269 27 306670 2337 1213 44 6015 8582 1383 716 27 8298 192 1662 78 166 23893 359 48 20200 16699 3481 128 26 23 107 507 106
internal_value=0 0.000469063 0.229045 -6.38497e-06 -0.119102 1.09498 0.133543 0.191844 0.245393 0.189969 0.0251886 0.000744356 0.00957384 0.0335358 -0.0811951 -0.195579 0.0442732 -0.00374519 0.0150689 0.0797978 -0.102298 0.0481728 0.0800647 -0.41467 -0.00644615 0.0823362 0.259373 0.185242 0.103318 0.148745 0.0363828 0.0564118 0.151594 0.146462 0.428281 0.113333 -0.112564 0.816327 -0.00565421 0.194278 0.0312879 0.0326985 0.040214 0.0825547 0.0354955 -0.574562 -0.373608 -0.571519 0.282958 1.1569
internal_weight=0 577148 1198 575950 2273 119 1079 984 920 897 554 572542 256983 91810 7857 4170 83953 165173 98711 19617 2244 3687 3520 296 315559 8889 3550 4450 17373 11358 79503 53847 11245 11218 1180 10038 1740 464 25656 1763 42602 42554 41171 20971 16983 284 258 235 3988 272
internal_count=579421 577148 1198 575950 2273 119 1079 984 920 897 554 572542 256983 91810 7857 4170 83953 165173 98711 19617 2244 3687 3520 296 315559 8889 3550 4450 17373 11358 79503 53847 11245 11218 1180 10038 1740 464 25656 1763 42602 42554 41171 20971 16983 284 258 235 3988 272
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=51
num_cat=0
split_feature=7 13 3 0 4 8 13 10 5 5 11 8 14 4 10 13 4 1 13 4 0 5 1 14 14 0 10 8 6 6 5 13 10 0 8 0 5 14 1 6 2 0 2 11 0 9 5 8 14 12
split_gain=3281.53 4045.59 5642.23 5914.35 6522.38 6513.97 5888.68 6073.39 9162.75 6912.65 5816.83 5353.28 6817.88 5137.08 5130.35 4855.98 6388.82 6540.13 6318.54 6730.26 6128.07 4724.65 4606.17 4394.33 6154.58 7114 4326.99 4311.26 8334.12 4272.45 4195.21 4179.36 4175.76 8560 7122.01 6768.73 5943.59 5575.72 5294.58 7101.44 12299.8 5289.54 4888.09 15548 12247.9 19631.9 35859.2 21271.1 14805.2 16013.5
threshold=1.0000000180025095e-35 0.30860805860805868 22.500000000000004 738.42092586540343 7.5000000000000009 2.5000000000000004 0.44590643274853808 0.037749287749287756 9.5000000000000018 4.5000000000000009 0.084523809523809543 3.5000000000000004 0.57979626485568769 11.500000000000002 0.6984848484848486 0.41277890466531447 8.5000000000000018 2678.3870350000002 0.35388994307400384 9.5000000000000018 1020.5262783654035 4.5000000000000009 2754.3987100000004 0.072299651567944254 0.14459930313588851 1046.2061533654035 0.97014260249554385 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 2.5000000000000004 0.33771929824561409 0.95553359683794481 1030.5273950320702 5.5000000000000009 1069.5963050320704 5.5000000000000009 0.14459930313588851 2298.0417150000007 9.5000000000000018 3.5000000000000004 1015.5416250320701 3.5000000000000004 0.56330128205128216 971.95500003207007 4.5000000000000009 3.5000000000000004 5.5000000000000009 0.053342816500711245 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 32 -3 4 10 -6 7 9 11 -5 29 12 15 26 -10 18 17 -17 19 22 21 -19 -9 -20 25 -25 27 28 -8 30 -4 -24 38 34 41 36 -35 -36 -1 42 -41 -34 -40 44 -44 46 -46 48 -48 -50
right_child=-2 2 3 6 5 -7 13 8 14 -11 -12 -13 -14 -15 -16 16 -18 20 23 -21 -22 -23 31 24 -26 -27 -28 -29 -30 -31 -32 -33 33 35 37 -37 -38 -39 39 40 -42 -43 43 -45 45 -47 47 -49 49 -51
leaf_value=-0.0075553080036306099 -0.0063959422339093935 0.020231882999600957 1.7650924496352673 0.35942983380937704 -0.61208584505466768 0.92256066415991111 0.22892156335023733 -0.20875182528980077 2.9173971999775281 -0.51022198630002258 2.3882458522915839 -0.073152250567840971 2.3277020826935768 -1.1189453962372571 0.73221925383522402 0.16594141236373358 -0.54182676025058918 3.2657734788697343 -0.88806791266180429 2.1277562022209167 0.42591967365958477 1.3465579919193102 0.46783865870379693 1.9470995007139267 -0.28013935988804078 -0.40733876646984196 -1.3193901568651201 -0.0097989900043299692 2.4834491334855557 1.319138834817069 0.22945688855573998 1.9415063171475024 -0.23457549526020349 0.051897742094532143 -0.12533297638270866 -0.011120516383391827 1.9802060109196287 -1.9150215431135529 0.068692284107572901 0.016052555891148974 3.1588378295302393 -1.6805868029594422 0.010347056171952229 -1.4185111457918897 -4.454858613836354 1.4017844330180775 -1.6895785646841806 -3.4600321156638012 -0.6327213552263049 2.3711885520390101
leaf_weight=122849 336420 92773 20 189 81 42 91 64 22 177 21 215 20 41 21 35 23 29 53 28 22 23 67 33 106 21 24 1565 20 70 161 27 936 31 27 1123 33 49 16855 33 20 26 4666 81 29 33 34 21 36 35
leaf_count=122849 336420 92773 20 189 81 42 91 64 22 177 21 215 20 41 21 35 23 29 53 28 22 23 67 33 106 21 24 1565 20 70 161 27 936 31 27 1123 33 49 16855 33 20 26 4666 81 29 33 34 21 36 35
internal_value=0 0.00885479 0.0248098 0.153082 0.516217 -0.0880602 0.103891 0.276871 0.429791 -0.0611395 0.789475 0.350054 0.515189 -0.0128528 1.85022 0.446921 0.972685 1.29226 0.272984 0.698833 1.82498 2.41689 0.445606 -0.0988836 0.162534 1.03148 0.0138236 0.0329149 0.635143 0.655714 0.39914 0.891126 -0.00157982 -0.137533 -0.347281 0.0458865 1.04618 -1.27921 0.000510796 0.045876 1.20201 -0.273657 0.043064 -0.044467 -0.021538 -0.812897 -1.28441 -0.554704 0.0263615 0.848079
internal_weight=0 243001 96084 3311 395 123 2916 1175 809 366 272 766 551 1741 43 531 132 109 399 186 74 52 158 213 160 54 1700 1676 111 251 181 94 146917 2225 1038 1187 64 76 144692 21843 53 962 21790 4935 4854 188 155 126 105 71
internal_count=579421 243001 96084 3311 395 123 2916 1175 809 366 272 766 551 1741 43 531 132 109 399 186 74 52 158 213 160 54 1700 1676 111 251 181 94 146917 2225 1038 1187 64 76 144692 21843 53 962 21790 4935 4854 188 155 126 105 71
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=51
num_cat=0
split_feature=8 5 3 14 2 12 10 0 13 10 13 11 6 3 0 10 14 14 0 6 5 14 2 1 3 4 9 14 14 8 1 9 0 1 6 3 13 4 12 0 4 10 0 0 0 13 14 10 10 1
split_gain=3167.45 6859.6 6854.71 6475.64 7344.12 11488.2 9483.09 8947.74 14384.1 7256.62 8244.73 7123.95 7057.95 6474.14 8539.41 10368.6 8192.68 9156.74 8645.23 6911.63 6233.07 7256.58 8224.88 5589.11 14699.6 8862.09 7347.53 7038.33 6416.97 6107.55 7657.37 21268.5 14251.4 7437.76 6535.62 6019.75 5540.09 5428.94 5340.93 5189.62 5175.24 5268.56 13474.7 9670.19 8473.61 13343.2 5332.42 5173.62 5018.94 4867.84
threshold=1.5000000000000002 1.5000000000000002 12.500000000000002 0.43614130434782611 2.5000000000000004 3.5000000000000004 0.77913279132791347 765.38439336540341 0.11237373737373739 0.36939571150097467 0.036375661375661381 0.96362433862433872 1.0000000180025095e-35 29.500000000000004 928.48060753207005 0.28388278388278393 0.68496240601503777 0.81016731016731025 1046.2061533654035 9.5000000000000018 2.5000000000000004 0.56904761904761914 3.5000000000000004 1479.7281650000002 12.500000000000002 5.5000000000000009 1.5000000000000002 0.29217479674796754 0.15075757575757578 1.0000000180025095e-35 3383.3926800000004 4.5000000000000009 1144.5916150320702 3148.0373600000007 1.5000000000000002 26.500000000000004 0.15504807692307696 8.5000000000000018 15.500000000000002 984.47344919873672 11.500000000000002 0.29520697167755999 1069.5963050320704 830.42336253206997 815.91853253207012 0.072299651567944254 0.21807065217391305 0.913664596273292 0.63245614035087727 2577.2599700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -3 -4 -5 11 9 -8 39 10 20 13 -11 19 15 37 18 -18 -16 -6 -7 22 -22 25 47 27 -27 28 -1 -26 33 32 34 35 -32 -31 -20 -15 -2 -9 41 43 46 44 45 -35 -43 -25 -17 -10
right_child=38 2 3 4 5 6 7 8 49 12 -12 -13 -14 14 16 48 17 -19 36 -21 21 -23 -24 24 29 26 -28 -29 -30 30 31 -33 -34 40 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0069158522790258182 -0.0098354216987700943 -0.018180181177503165 0.016962637636660755 0.032003246694075588 0.10152361837488239 0.4229702037793619 0.33888309878110889 1.3065579725163323 2.0733528046380907 0.58683057618992673 0.28812150013560028 1.9838452976942063 -0.49277158763197904 -0.95777641922673762 2.191933868612562 -3.301237692616203 -1.6851126227267956 0.24056239806372545 1.0494967128549304 1.3715439317990257 0.032977813261526601 3.4074680589494251 2.7085507750511173 -0.22920207434333242 0.0048358022059805522 0.058087929978479329 0.31370226679463176 -0.019077518887581094 0.077339512189217627 -0.045808180943938626 -0.56357358815493408 1.8776664912700654 -0.013047244463648114 -2.1415016206828033 -2.395038011244365 -0.60880313662139229 -0.92255265096138273 1.0872060733182092 -1.391043266707233 -0.5700154060125352 1.9911732399463653 2.5737449036704172 -0.7728953059642546 0.66973794545747545 -2.2384965025461638 0.85279156533272382 0.75165919517648638 -0.0086581546880482984 -1.2302683486938477 4.2532469964027406
leaf_weight=17308 204108 37185 100345 23707 12350 54 100 56 21 91 408 20 181 34 28 22 43 58 28 43 27 21 20 4499 60491 3751 1606 58083 18921 33567 27 28 70 22 70 191 29 21 28 20 20 36 31 113 26 46 29 1393 25 20
leaf_count=17308 204108 37185 100345 23707 12350 54 100 56 21 91 408 20 181 34 28 22 43 58 28 43 27 21 20 4499 60491 3751 1606 58083 18921 33567 27 28 70 22 70 191 29 21 28 20 20 36 31 113 26 46 29 1393 25 20
internal_value=0 0.00545302 0.0199199 0.0302032 0.0657022 0.123931 0.44699 1.03346 1.62711 0.288307 0.503797 0.0980121 -0.131581 0.0950378 -0.373674 -1.10899 0.0295635 -0.579279 0.753012 0.10593 1.22507 1.86203 1.17152 -0.00718164 -0.0238025 0.00960435 0.13472 0.00249769 0.0370875 -0.0142739 -0.0479992 -0.67286 -1.10049 -0.044424 -1.88525 -0.0489936 0.0461734 -0.176965 -0.0100249 0.812723 0.433163 0.330324 0.942637 0.046352 -0.703038 -0.11595 1.76081 -0.177061 -2.19966 3.13672
internal_weight=0 375285 174957 137772 37427 13720 1019 217 117 802 530 12701 272 12681 288 102 186 101 85 12393 122 68 47 200328 100659 99669 5357 94312 36229 94767 34276 195 167 34081 97 33758 57 55 204136 76 323 303 96 207 94 68 65 5892 47 41
internal_count=579421 375285 174957 137772 37427 13720 1019 217 117 802 530 12701 272 12681 288 102 186 101 85 12393 122 68 47 200328 100659 99669 5357 94312 36229 94767 34276 195 167 34081 97 33758 57 55 204136 76 323 303 96 207 94 68 65 5892 47 41
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=51
num_cat=0
split_feature=4 5 8 8 9 5 14 14 4 0 12 13 13 0 8 10 0 6 10 0 3 10 9 6 0 3 9 6 13 3 13 9 4 6 10 0 14 12 3 14 10 2 6 2 13 0 10 0 3 14
split_gain=3170.63 3323 5565.9 4282.72 4558.28 5947.9 6360.2 7512.18 9181.28 28792.5 9123.22 8376.9 7408.31 6311.33 6253.09 6203.21 5828.91 5164.23 6964.37 5477.33 6240.99 8197.63 5099.62 4989.18 4766.26 5769 9978.58 13837.9 10922.8 8054.47 6211.6 4771.36 10158.1 14139.9 8413.4 6962.92 6076.18 7259.48 8225.62 8213.49 7093.13 5984.08 5185.48 4502.07 6696.1 9179.66 4918.22 4446.89 5663.71 4415.06
threshold=1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 6.5000000000000009 3.5000000000000004 11.500000000000002 0.04819976771196284 0.18634259259259262 4.5000000000000009 1035.9671475320704 3.5000000000000004 0.13100686498855837 0.27386363636363642 1030.5273950320702 11.500000000000002 0.81322674418604668 1082.0615325320703 5.5000000000000009 0.10620300751879701 1165.0077825320702 25.500000000000004 0.82683658170914553 1.5000000000000002 4.5000000000000009 1332.1595350320702 34.500000000000007 2.5000000000000004 4.5000000000000009 0.18301435406698566 37.500000000000007 0.070598006644518277 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 0.36939571150097467 905.47011253207006 0.27386363636363642 4.5000000000000009 28.500000000000004 0.11583184257602865 0.11834733893557424 3.5000000000000004 1.5000000000000002 2.5000000000000004 0.7231800766283526 804.4082275320701 0.49418604651162795 1243.5699533654035 34.500000000000007 0.89039039039039047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 24 12 8 11 -10 14 -8 13 -7 17 -11 -14 18 -9 20 22 -22 -20 -6 25 31 27 29 30 -27 -28 41 36 -34 35 -35 37 38 -33 -39 42 43 -38 -5 -45 46 -46 48 -12 -23
right_child=1 3 -4 4 23 6 7 10 9 15 47 -13 16 -15 -16 -17 -18 -19 19 -21 21 49 -24 -25 -26 26 28 -29 -30 -31 -32 32 33 34 -36 -37 40 39 -40 -41 -42 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=-0.078121970246293151 7.0136716640543465e-05 0.048666573297911332 -0.089170944591082296 -0.068982923293800541 0.1827467530531188 1.4507170345472253 -1.7924851226806642 -0.40084605937573453 3.5669581217643542 1.0296713023715549 -0.64222080237392731 0.49854418559919433 -2.5666381741762163 -0.63790646126637096 -0.51498714001555201 -0.74538772072110859 -0.276219190582633 -0.7462856713268492 -0.40229882990772076 0.008241761128107707 0.75841415524482736 1.6729464642703533 1.2885223265488943 1.5120323590934277 0.27371288695269164 -0.18471141881064368 -1.0674761955554668 1.4918074168657003 0.17752615257545756 -2.1198141186311843 -3.1080198716265817 0.57979682343723504 1.1440672964885319 -3.1882806590625221 0.28553228625539867 -1.0127675721722265 0.21384429281408135 -1.290487019401608 2.1311286247506436 1.1124965071678161 0.37946709418645153 1.4368161136453803 -1.3949180358765174 -0.245096647688611 0.52935063046216968 -1.4953654532744127 -0.90341703788093908 0.20422908805665518 -2.8296534502506256 3.5669475030899052
leaf_weight=5149 537005 25732 7081 1046 240 23 20 67 39 45 29 79 25 39 95 35 20 36 44 75 73 32 30 32 252 76 26 38 27 30 35 113 29 28 21 31 33 33 49 25 154 22 51 990 50 110 46 21 20 20
leaf_count=5149 537005 25732 7081 1046 240 23 20 67 39 45 29 79 25 39 95 35 20 36 44 75 73 32 30 32 252 76 26 38 27 30 35 113 29 28 21 31 33 33 49 25 154 22 51 990 50 110 46 21 20 20
internal_value=0 0.000700452 -0.00109129 0.0329956 -0.0575399 -0.0833397 0.149857 0.251484 0.747217 1.33914 0.0520936 0.03571 -0.571983 0.136905 0.210092 0.253083 -1.54867 0.392804 0.51306 0.736533 1.01102 1.4419 0.283169 0.339133 -0.14433 -0.178723 -0.658128 -0.145443 -1.49707 -0.732382 -2.23828 -0.139436 0.119981 -0.747647 -1.43339 -2.04521 0.326469 0.705312 1.04903 -0.254718 -0.0237228 -0.204404 -0.762904 -0.220509 -0.353031 -0.871747 -0.157184 -1.01327 -1.53505 2.40141
internal_weight=0 574272 544086 30186 4454 4182 867 760 218 119 542 99 107 62 472 80 45 377 341 274 199 125 74 272 3315 3063 232 144 88 106 61 2831 567 109 80 59 458 220 162 58 238 2264 84 2242 1196 206 96 70 49 52
internal_count=579421 574272 544086 30186 4454 4182 867 760 218 119 542 99 107 62 472 80 45 377 341 274 199 125 74 272 3315 3063 232 144 88 106 61 2831 567 109 80 59 458 220 162 58 238 2264 84 2242 1196 206 96 70 49 52
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=51
num_cat=0
split_feature=7 12 3 4 11 12 9 0 11 0 8 0 11 3 0 4 3 0 0 9 11 7 13 0 0 0 4 4 11 0 11 14 4 11 11 3 1 3 3 1 0 8 0 14 1 12 0 5 11 4
split_gain=3068.84 4362.95 4510.55 13852 8460.04 8122.08 7786.91 31556.8 20173.3 15236.7 14768 12402.5 11173 12648.1 22141.4 8636.36 8630.17 8255.78 13154.8 9375.17 18302.9 8173.35 8955.64 8165.05 7945.96 7905.26 11268.5 11588.8 11045.5 9352.52 9034.74 7361.13 6791.71 9365.11 16327.8 6599.52 6591.12 6559.35 9904.9 7804.85 6532.55 8309.89 7368.52 7245.51 7520.06 7888.93 6288.89 6320.13 6249.57 6226.34
threshold=3.5000000000000004 17.500000000000004 22.500000000000004 6.5000000000000009 0.05634920634920635 12.500000000000002 3.5000000000000004 848.40826753207011 0.080540540540540564 784.69787669873676 5.5000000000000009 850.91795503206993 0.072299651567944254 28.500000000000004 782.40568753207003 10.500000000000002 33.500000000000007 1025.5466150320701 1095.5934300320703 2.5000000000000004 0.29289215686274517 2.5000000000000004 0.11834733893557424 720.37334503207001 840.46259753207016 1082.0615325320703 8.5000000000000018 12.500000000000002 0.29289215686274517 827.94593753207016 0.26393188854489169 0.22792207792207794 8.5000000000000018 0.76568627450980398 0.46247654784240161 25.500000000000004 2796.3567100000005 25.500000000000004 27.500000000000004 2818.4131550000006 720.37334503207001 1.5000000000000002 675.10688878207009 0.11237373737373739 2865.2936050000003 4.5000000000000009 782.40568753207003 3.5000000000000004 0.11651583710407241 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 49 -4 5 -5 7 10 11 21 12 35 -6 32 -15 -13 -9 19 -19 -18 48 31 -23 -24 -16 26 29 28 30 -11 -28 -10 40 34 37 -8 -36 39 46 -34 42 -42 -14 44 -43 -46 47 -39 -21 -1
right_child=-2 -3 3 4 6 -7 8 16 9 25 -12 15 13 14 24 -17 17 18 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31 -32 -33 33 -35 36 -37 -38 38 -40 -41 41 43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.0030979654013095518 -0.032377193153371758 -0.8732073587283754 0.073297888251999843 -0.03915190819191014 -1.1544105158911813 1.4637173772065175 1.4850129034208215 -0.019059107553901045 -1.2657277531373552 1.133100561868577 -1.9703941589302343 1.0023824310056249 0.15372267940869699 3.6673870254965388 0.59464462120085959 3.1845605924015956 2.3604132093881307 -1.2620599089484468 0.39924110338552715 0.27636053842448055 -0.62327161222696315 -1.1662813926565236 -0.4630751026421786 2.2027495627050047 2.2817736850065344 0.42854440417072492 -0.68684047086002398 1.6598698291778566 0.042373769081853058 -0.01050522022793726 -2.2693050694465637 -0.33184767524550735 1.0481296728533436 2.4834270294755698 0.61083054531503611 -0.39189270209557941 -1.3574191645435665 1.0540034129402855 0.21047353962572612 -0.7149237998657757 0.55638068429490717 0.066406823329779568 1.1776426836945653 0.1844644170717005 -2.9689635677337649 -0.7151447935802181 3.6414487645030023 2.946074678347661 2.3446886299798888 0.10417093631148358
leaf_weight=470891 27867 57 32785 32701 36 36 23 5469 231 84 23 133 130 34 156 21 38 57 291 21 65 29 20 27 34 273 368 25 216 481 40 133 83 32 27 101 46 55 41 36 220 49 153 149 25 41 20 26 48 5474
leaf_count=470891 27867 57 32785 32701 36 36 23 5469 231 84 23 133 130 34 156 21 38 57 291 21 65 29 20 27 34 273 368 25 216 481 40 133 83 32 27 101 46 55 41 36 220 49 153 149 25 41 20 26 48 5474
internal_value=0 0.00163584 0.00172626 0.0244982 -0.0132824 -0.0374992 0.0692135 0.118334 -0.0957467 -0.210632 0.542884 0.7006 0.584381 0.63051 1.31713 1.29995 0.0179561 0.407257 0.127131 0.974021 0.580865 -0.727564 0.215665 1.06836 0.896552 -0.0576731 -0.167012 -0.451279 -0.53586 0.159518 -0.841984 -0.924502 0.494763 0.849194 0.69262 -0.043757 -0.629436 1.06239 1.52131 0.514769 0.325634 0.102475 0.707291 -0.27578 -0.872096 -1.56886 2.05344 1.66133 1.7152 -0.00186532
internal_weight=0 551554 551497 75132 42347 32737 9610 7405 2205 1927 1416 278 1393 1357 224 154 5989 520 348 172 134 440 76 47 190 1487 1214 649 624 565 408 364 1133 366 334 124 73 261 142 119 767 484 283 264 115 66 101 81 69 476365
internal_count=579421 551554 551497 75132 42347 32737 9610 7405 2205 1927 1416 278 1393 1357 224 154 5989 520 348 172 134 440 76 47 190 1487 1214 649 624 565 408 364 1133 366 334 124 73 261 142 119 767 484 283 264 115 66 101 81 69 476365
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=51
num_cat=0
split_feature=12 2 10 4 13 14 6 13 9 1 0 14 6 8 10 13 2 7 3 4 14 11 13 11 0 14 0 14 14 9 3 3 9 14 14 0 7 10 3 12 3 12 14 10 0 1 6 10 3 0
split_gain=3337.26 8786.59 14548 11681.6 8774.29 11777.2 7726.06 7457.98 6879.92 5975.87 5968.59 5919.7 9735.91 5908.75 16681.3 12949.5 8965.52 16601.2 8863.55 15950.4 11030.7 9276.08 8662.39 7407.06 6907.29 10633 7785.03 5804.58 10780.7 6978.81 5470.24 5469.04 6407.26 8214.78 11740.5 5997.83 5430.54 6793.55 10857.1 5953.01 8726.43 5318.76 5279.17 14814.6 5193.71 5629.77 9647.97 7528.61 10853 8726.37
threshold=6.5000000000000009 2.5000000000000004 0.3133928571428572 8.5000000000000018 0.13100686498855837 0.27149877149877155 2.5000000000000004 0.15504807692307696 2.5000000000000004 3001.4799050000006 971.95500003207007 0.40967365967365971 1.5000000000000002 3.5000000000000004 0.27386363636363642 0.13100686498855837 3.5000000000000004 1.5000000000000002 30.500000000000004 7.5000000000000009 0.10620300751879701 1.0000000180025095e-35 0.059714795008912663 0.29893617021276603 911.92921503207015 0.14907407407407411 984.47344919873672 0.11834733893557424 0.14907407407407411 2.5000000000000004 34.500000000000007 30.500000000000004 5.5000000000000009 0.063164893617021281 0.1012820512820513 1362.6909100320706 2.5000000000000004 0.41763565891472876 36.500000000000007 9.5000000000000018 35.500000000000007 8.5000000000000018 0.067424242424242428 0.95916666666666683 714.38894753207012 3069.4597500000004 5.5000000000000009 0.096006144393241177 31.500000000000004 945.96035253207003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 9 13 4 11 6 30 -8 10 41 -7 -4 -13 -3 15 16 -15 18 20 21 -18 -20 -16 24 -19 26 -26 29 -29 42 -6 -1 35 -34 -35 44 39 -38 -39 40 -5 -2 43 -9 -33 46 47 49 -49 -46
right_child=1 2 3 36 5 8 7 27 -10 -11 -12 12 -14 14 22 -17 17 23 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 -32 32 33 34 -36 -37 37 38 -40 -41 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=0.00013137167315679474 -0.11848042386191436 -0.046662949593282016 0.084418952860881968 -0.12807703529933534 0.2461196652920136 1.4179564637131989 -0.15180049646517327 -0.040637367557395589 0.15536536537110807 0.26712453149214876 3.6201101359725003 1.8899676479723144 -0.42558936595916752 -0.10731513037269723 -3.209193563185357 0.32940018248869068 -2.1869135386414 -0.93640054556039665 2.7318449505170186 -1.1110323718343025 0.51616758669798191 0.26520510681213871 -0.8910279519855977 0.066452774405479434 -4.7602710533142085 -0.7304060844274668 -2.3114800673884317 3.6592778776002968 0.83896298083392074 2.4842406272143127 -0.98188712941972833 -1.4531641255254331 2.5493390950289641 -1.4592805304527283 1.05158802156579 0.38920143793308054 -2.5862784885224843 -1.4245243505427714 0.85468573028391059 0.89720395792113694 -1.8578280889626706 -0.36384230908048842 -0.45779737561941147 3.187596163863228 1.3937748427744268 0.034058225573880579 -0.62480514869093895 1.5792849813389966 0.1978865843230081 -0.74993331311270595
leaf_weight=550327 4522 7255 3726 251 799 32 58 44 22 337 20 46 30 377 27 321 36 52 30 39 26 31 40 24 20 26 37 23 33 20 38 23 22 25 73 546 21 57 33 46 33 1098 40 21 27 8321 72 127 103 64
leaf_count=550327 4522 7255 3726 251 799 32 58 44 22 337 20 46 30 377 27 321 36 52 30 39 26 31 40 24 20 26 37 23 33 20 38 23 22 25 73 546 21 57 33 46 33 1098 40 21 27 8321 72 127 103 64
internal_value=0 -0.0404626 0.00353125 0.131528 0.175448 0.41748 0.333557 0.835017 1.63777 -0.141891 2.26494 0.10224 0.975932 -0.0792267 -0.296768 -0.196272 -0.438021 -0.82642 -0.113963 0.468464 -1.05336 1.47831 -1.82521 -1.55232 -1.8401 -2.40627 -3.1707 1.15124 1.99731 0.772195 0.190368 0.00142345 0.0770446 0.803078 0.41106 0.0676593 -0.361654 -0.966713 -0.588814 -0.158134 -0.329069 -0.166418 0.446091 1.00233 0.0475652 0.0515263 0.421378 0.656036 0.960659 -0.113888
internal_weight=0 19691 13734 5393 4952 1150 1076 239 74 5957 52 3802 76 8341 1086 1019 698 321 162 100 62 61 67 159 135 83 57 181 56 125 837 559730 9403 120 98 9283 441 111 90 330 284 5620 105 65 8737 8714 393 321 230 91
internal_count=579421 19691 13734 5393 4952 1150 1076 239 74 5957 52 3802 76 8341 1086 1019 698 321 162 100 62 61 67 159 135 83 57 181 56 125 837 559730 9403 120 98 9283 441 111 90 330 284 5620 105 65 8737 8714 393 321 230 91
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=51
num_cat=0
split_feature=7 3 13 14 1 13 13 5 10 12 0 13 0 0 0 0 1 4 11 13 10 8 10 11 4 7 14 13 13 5 14 9 4 13 10 0 0 1 4 12 10 5 7 1 4 0 10 0 12 14
split_gain=3079.24 3852.71 8907.41 9729.96 7400.77 6634.97 10727.7 7364.08 8076.13 6355.35 7317.05 5821.69 7656.18 6794.54 5799.78 8499.78 5808.93 5398.18 6799.23 8358.85 9712.11 17444.5 8630.21 7551.26 10248.9 9554.62 7266.94 14204.5 7572.84 7522.28 7235.56 6181.73 6367.35 5985.67 7149.75 12496.8 8087.04 6722.55 7388.06 5789.1 6820.9 5737.21 5948.6 6486.22 11893.1 10792.2 7596.6 7324.12 6651.6 6363.72
threshold=1.5000000000000002 28.500000000000004 0.40270270270270275 0.41277890466531447 3148.0373600000007 0.3623737373737374 0.35388994307400384 2.5000000000000004 0.096006144393241177 13.500000000000002 1304.6278725320703 0.44590643274853808 1020.5262783654035 820.87770878207004 1187.5535858654036 960.44235003207029 3305.7150050000014 8.5000000000000018 0.030776515151515155 0.11651583710407241 0.6984848484848486 2.5000000000000004 0.9104278074866311 0.087595907928388769 10.500000000000002 1.0000000180025095e-35 0.032795698924731186 0.063164893617021281 0.1012820512820513 7.5000000000000009 0.48074074074074075 4.5000000000000009 10.500000000000002 0.30495169082125612 0.50609756097560987 1069.5963050320704 1082.0615325320703 3585.7070200000003 9.5000000000000018 5.5000000000000009 0.13714733542319751 1.5000000000000002 1.0000000180025095e-35 3585.7070200000003 10.500000000000002 1187.5535858654036 0.15894736842105264 1030.5273950320702 3.5000000000000004 0.065942028985507259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 11 -5 6 9 -7 -9 17 -11 12 -4 -13 15 -6 -17 -3 19 26 30 -22 -23 24 25 -20 27 -19 29 31 33 41 -33 34 35 -21 -36 38 -37 40 -35 -28 -43 46 45 -45 -44 -46 -48 -50
right_child=-2 2 3 4 14 7 -8 8 -10 10 -12 13 -14 -15 -16 16 -18 18 23 20 21 22 -24 -25 -26 -27 28 -29 -30 -31 -32 32 -34 39 36 37 -38 -39 -40 -41 -42 42 43 44 47 -47 48 -49 49 -51
leaf_value=0.0031903541418974442 -0.011995581529536233 0.19705719641552999 -2.441027441248298 -0.43401501494001099 0.28445252050524172 2.5367593455314639 -2.010228552420934 -0.46931307510896164 1.0563177325624102 -1.2311180385095735 0.73345432556592505 0.67138309001922614 -0.35400039949096168 -0.46224358303493329 -0.6033265658787319 3.3791862010955813 1.1062934511381648 -2.8843885567784309 1.8531003892421722 0.85134308502367395 -0.16041380391401405 3.1421827204299699 0.98115857981500165 0.11418668732969035 2.3623098996832868 -0.48135313332080848 -1.3167598135196246 0.50660583121435987 -1.234738449835115 -1.031436237316022 -1.3606373250484467 1.5945338280828194 -0.46682325666365421 -2.685897138844366 -2.504085237979889 1.2694692673297918 0.04427413540807637 -1.0214608739759472 -0.46073023910003325 0.56970997363328935 -0.25048833505614948 0.43401542670890958 0.96986322047248974 -3.1521142967045308 1.1559063396146221 -0.37912986421585088 -1.6732120807965598 -0.94101983573701653 -1.4606529369663734 0.26248377696840003
leaf_weight=416118 156277 3649 32 67 46 20 24 55 94 70 26 60 39 445 21 22 23 30 27 206 85 33 42 671 37 50 39 21 72 87 40 43 23 23 20 41 33 74 62 20 23 167 62 32 31 25 30 36 26 122
leaf_count=416118 156277 3649 32 67 46 20 24 55 94 70 26 60 39 445 21 22 23 30 27 206 85 33 42 671 37 50 39 21 72 87 40 43 23 23 20 41 33 74 62 20 23 167 62 32 31 25 30 36 26 122
internal_value=0 0.00443025 0.0778636 -0.246638 0.397334 0.116932 0.0998139 0.735011 0.493165 0.108146 -0.699046 -0.446761 -1.29463 -0.327555 0.894659 1.24035 2.21749 0.1211 0.00229602 -0.119273 0.135824 0.820409 1.93201 0.242026 0.994487 0.337221 -0.330948 -1.4881 -0.256716 -0.15932 -0.066268 -0.040021 0.876182 0.0368689 0.171218 0.321858 -0.917371 -0.294379 0.22799 -0.850646 -1.46819 -0.146108 -0.0601276 -0.286836 -0.874109 -1.93589 0.0165883 0.0291997 -0.315451 -0.0402294
internal_weight=0 423144 7026 755 179 6271 6102 169 149 6078 96 576 71 505 112 91 45 5982 2333 1548 702 160 75 785 114 77 846 51 795 723 542 636 66 502 436 383 53 177 103 66 46 570 531 364 124 57 240 67 178 148
internal_count=579421 423144 7026 755 179 6271 6102 169 149 6078 96 576 71 505 112 91 45 5982 2333 1548 702 160 75 785 114 77 846 51 795 723 542 636 66 502 436 383 53 177 103 66 46 570 531 364 124 57 240 67 178 148
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=51
num_cat=0
split_feature=8 5 4 6 0 5 0 4 14 9 2 1 14 1 5 1 13 1 9 7 0 4 4 3 10 14 14 13 3 1 13 14 1 14 7 13 10 0 3 8 0 13 7 13 13 6 1 5 13 0
split_gain=3022.9 5482.83 6423.12 6202.66 8938.57 6510.38 6231.13 6098.58 5684.79 6039.13 7526.4 9607.17 8882.32 8575.49 6742.06 6193.45 10671.6 5294.17 5243.87 15584.4 6475.77 8534.99 6835.17 9429.85 6139.19 12419.3 8266.59 5252.26 5093.81 8150.24 9098.27 8393.6 6865.84 6737.39 8985.17 14135.2 9945.13 11034.3 11302.9 10271.6 13684 9695.09 9528.93 8534.04 9265.57 8219.99 16027.9 23314.5 13047.7 13512.3
threshold=2.5000000000000004 4.5000000000000009 14.500000000000002 3.5000000000000004 645.81778003207012 18.500000000000004 1403.2040600320704 12.500000000000002 0.78679653679653694 1.5000000000000002 2.5000000000000004 2865.2936050000003 0.94281045751633996 2562.2606300000002 9.5000000000000018 3305.7150050000014 0.15075757575757578 3069.4597500000004 3.5000000000000004 5.5000000000000009 1046.2061533654035 6.5000000000000009 5.5000000000000009 30.500000000000004 0.1012820512820513 0.23205128205128209 0.16869918699186995 0.26393188854489169 28.500000000000004 2841.4711600000005 0.85092592592592597 0.61200716845878145 2912.4473000000003 0.60232558139534886 1.5000000000000002 0.53950103950103967 0.45584415584415588 1144.5916150320702 35.500000000000007 4.5000000000000009 867.39038253207002 0.12660256410256412 1.0000000180025095e-35 0.21132376395534294 0.22361111111111112 2.5000000000000004 3585.7070200000003 7.5000000000000009 0.63211600429645554 1015.5416250320701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 18 28 10 -10 12 13 -12 -13 -11 -17 -8 -6 20 21 22 -20 -24 25 -23 -26 -22 29 -3 31 -31 -32 34 35 36 42 38 39 40 -38 -42 -30 -36 -45 46 48 -48 -46 -50
right_child=1 2 -4 4 6 -7 17 -9 9 15 11 14 -14 -15 -16 16 -18 -19 19 -21 27 24 23 -25 26 -27 -28 -29 33 30 32 -33 -34 -35 43 -37 37 -39 -40 -41 41 -43 -44 44 45 -47 47 -49 49 -51
leaf_value=0.0032251192144773645 -0.045902828204317618 0.00091298013237822414 1.751552680560521 0.47309271343458781 -0.15008542768063304 1.1118020220901128 -0.1135647537099235 -1.5523921628793083 -0.063829246087713565 0.15404050571552155 0.80872026085853577 -1.4604957352985037 0.22193758335573027 2.7533617393723855 0.48363386710484824 -0.030852033157606387 2.4844403001569937 0.70185759867492481 0.40968764604014513 -2.1568403755073198 -0.9963468407591185 3.1728858688298396 -2.1290575552869728 0.73580994248390208 -1.0682653307914733 0.40540461559449475 1.5431016418668959 0.6066675105402547 -0.19788664798808958 -0.1379389116550265 0.0068893945217132577 -0.95476881322952423 2.5957828073274523 0.57858572259372731 -0.13193459297513088 -0.84444542027125924 -0.12214688215936934 0.035106339917914703 -1.1507164319356284 0.56912148125836104 1.3346884157312546 3.0197386926220311 0.32587591268056393 1.5741089838080937 -0.13921406369440356 -0.28578840522464161 1.9727644205093384 0.075117237435680051 1.7075002554504353 -0.049949262731454593
leaf_weight=483104 37737 32652 21 275 5888 54 149 30 3044 4353 104 44 251 29 30 37 31 171 238 27 60 34 27 20 22 31 27 31 527 3895 20 130 21 259 2751 118 35 202 24 183 76 62 1019 45 718 379 119 142 87 88
leaf_count=483104 37737 32652 21 275 5888 54 149 30 3044 4353 104 44 251 29 30 37 31 171 238 27 60 34 27 20 22 31 27 31 527 3895 20 130 21 259 2751 118 35 202 24 183 76 62 1019 45 718 379 119 142 87 88
internal_value=0 -0.0161765 0.00297315 0.00234609 -0.085767 0.0143672 -0.108518 -0.129936 0.0132159 0.0911304 -0.0069641 0.370978 0.572033 1.23274 -0.672335 0.168834 1.11583 0.322177 -0.123274 0.182081 0.310961 0.484574 0.192061 -0.909965 1.21586 1.85301 0.370651 -0.450265 -0.000958332 -0.0157125 -0.149224 -0.164321 1.33291 0.0783136 0.058607 0.220902 0.279976 0.632317 0.949782 1.09139 1.64384 2.09174 0.147336 -0.0255958 0.15979 0.118273 0.250977 0.940328 0.0494975 0.823754
internal_weight=0 96317 58580 58559 7030 51529 6755 6435 51475 7923 3502 458 384 133 74 4421 68 320 6405 517 490 399 285 47 114 65 49 91 43552 36718 4066 4025 41 6834 6575 2246 2128 582 380 356 173 138 1546 4329 1578 1533 1154 261 893 175
internal_count=579421 96317 58580 58559 7030 51529 6755 6435 51475 7923 3502 458 384 133 74 4421 68 320 6405 517 490 399 285 47 114 65 49 91 43552 36718 4066 4025 41 6834 6575 2246 2128 582 380 356 173 138 1546 4329 1578 1533 1154 261 893 175
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=51
num_cat=0
split_feature=12 0 2 4 14 10 8 13 13 4 11 1 8 0 0 1 10 7 14 10 10 0 0 14 12 12 3 14 14 2 11 14 3 0 10 13 0 11 10 8 0 14 9 11 12 0 10 13 5 9
split_gain=2977.15 6049.94 6482.31 8856.56 13818 13662.3 9854.56 10704 9995.19 9103.19 8678.07 8532.01 7651.12 11427.9 8302.6 11749.1 8185.44 7778.99 7642.55 9006.15 8216.81 7925.21 7672.75 7656.71 7606.21 7367.94 6875.57 14368.9 7665 6616.91 15458.3 10178.3 7326.9 6881.35 6454.61 6409.94 10852.9 7674.96 14336.5 15490.6 7150.83 14696.4 12197.7 9004.72 11801.1 12270.1 11690.4 11386.3 9395.4 8459.75
threshold=4.5000000000000009 557.80965503207005 2.5000000000000004 6.5000000000000009 0.54653679653679665 0.063508064516129045 1.0000000180025095e-35 0.37668918918918926 0.15075757575757578 4.5000000000000009 0.97530487804878063 3757.3374450000006 3.5000000000000004 905.47011253207006 964.0890050320703 2818.4131550000006 0.46770833333333339 1.5000000000000002 0.29217479674796754 0.11834733893557424 0.95060975609756104 827.94593753207016 1212.7814533654036 0.05634920634920635 8.5000000000000018 7.5000000000000009 35.500000000000007 0.35067567567567576 0.029857397504456332 3.5000000000000004 0.18834459459459463 0.072299651567944254 29.500000000000004 724.36926753207001 0.16869918699186995 0.22792207792207794 997.54235919873679 0.10620300751879701 0.082207207207207214 2.5000000000000004 1041.0348750320702 0.053342816500711245 3.5000000000000004 0.28759398496240607 5.5000000000000009 1154.1210150320703 0.13423423423423428 0.16064516129032261 6.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 25 5 10 9 11 8 18 29 26 24 13 -10 15 -15 -16 -18 20 21 -8 -20 -22 -24 -7 -3 28 35 -5 -4 -31 32 -32 -33 -9 40 -37 38 39 -38 41 -28 -43 44 45 48 47 49 -42 -46
right_child=1 2 3 4 -6 6 7 34 12 -11 -12 -13 -14 14 16 -17 17 -19 19 -21 22 -23 23 -25 -26 -27 27 -29 -30 30 31 33 -34 -35 -36 36 37 -39 -40 -41 43 42 -44 -45 46 -47 -48 -49 -50 -51
leaf_value=0.0027860093171108743 -0.22328445547966252 -0.034767822302150628 -0.086227366495932434 0.16612878029926917 1.2462921644129406 0.19709685992316295 0.02701958853847505 0.37418076367263337 0.19407551887941427 0.046887010813796724 -2.1368480014801028 -1.3221889397076199 -0.087160773956357893 0.57423322304962132 -0.12175012351885724 2.0876219479875133 1.6803643767262848 0.33031198174875476 0.40771639872756271 0.17297639791977248 -0.330259245141583 2.2784752368927004 1.7674211661020918 -0.30971539769853867 0.62271920354714627 -0.20784297323127762 -0.64603790436629893 1.5917969222773207 -0.095313279638017653 -0.1785508541767796 -1.161228435604196 -1.0142510184219906 0.67692909308842253 -2.7586060601837783 -0.60206784353712983 -0.90345663349879413 0.8106769573688507 -0.18194020816258022 0.55010928137076875 4.6159818400507389 -3.7757892330487572 1.29149334358006 -0.005441694580591642 0.50839054212425694 -0.92950978968786979 -0.40613758096130947 0.31426062065901705 -2.1965368753556458 -1.1403529451739405 0.30530734617228905
leaf_weight=503379 1415 27633 4366 1223 82 3677 7100 83 1871 5367 20 35 601 123 157 88 71 107 54 1278 1062 39 36 35 474 2700 108 66 13499 750 57 42 35 49 368 38 20 42 74 23 24 164 130 165 113 93 307 38 31 109
leaf_count=503379 1415 27633 4366 1223 82 3677 7100 83 1871 5367 20 35 601 123 157 88 71 107 54 1278 1062 39 36 35 474 2700 108 66 13499 750 57 42 35 49 368 38 20 42 74 23 24 164 130 165 113 93 307 38 31 109
internal_value=0 -0.0184427 -0.0145587 0.00983077 -0.0485736 0.0440661 0.0990528 0.0562943 0.0733988 -0.0449097 -0.0550929 0.232589 0.232143 0.31154 0.714058 1.20541 0.404581 0.868816 0.0235144 0.242116 -0.0128883 1.19223 -0.262973 0.743481 0.245698 -0.0501736 -0.0525334 0.148154 -0.0735945 -0.137884 -0.379615 -1.20365 -0.461929 -1.95352 -0.422403 0.0837316 0.614804 0.977659 1.39392 2.84607 0.00212376 0.351556 0.718019 -0.157503 -0.311171 -1.10636 -0.103609 -0.597017 -2.29036 -0.323226
internal_weight=0 76042 74627 44294 16369 27925 17259 13073 12622 10666 16287 4186 3018 2417 546 211 335 178 9604 1371 8233 93 1133 71 4151 30333 16267 1545 14722 5299 933 183 92 91 451 1479 197 159 117 43 1282 402 294 880 715 148 567 260 55 222
internal_count=579421 76042 74627 44294 16369 27925 17259 13073 12622 10666 16287 4186 3018 2417 546 211 335 178 9604 1371 8233 93 1133 71 4151 30333 16267 1545 14722 5299 933 183 92 91 451 1479 197 159 117 43 1282 402 294 880 715 148 567 260 55 222
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=51
num_cat=0
split_feature=7 4 4 3 12 13 10 1 8 3 10 3 9 1 4 1 14 14 14 4 13 1 9 4 13 5 14 6 9 14 3 5 10 4 6 11 14 10 1 11 13 0 10 1 0 0 4 14 10 0
split_gain=2769.17 3550.31 5231.58 4542.78 7607.17 5844.54 5662.99 4485.68 4115.87 7435.17 3724.8 3691.96 5386.73 9466.78 10804.4 7183.36 13932.6 10881.6 11079.5 10410.8 13388.2 12943.7 11927.7 13073.5 11018 10149.6 16021.4 13817.8 9984.24 8055.95 8049.22 7222.88 6927.1 6691.45 6674.82 6523.54 8823.89 6471.48 6461.46 6844.85 6083.97 7340.34 19490.2 12212.8 10588.6 6011.23 5992.38 5973.22 8244.11 7627.25
threshold=1.0000000180025095e-35 12.500000000000002 11.500000000000002 29.500000000000004 2.5000000000000004 0.14119601328903655 0.30151515151515157 2912.4473000000003 2.5000000000000004 31.500000000000004 0.57321428571428579 23.500000000000004 2.5000000000000004 3035.3728750000005 8.5000000000000018 2940.4779350000003 0.61200716845878145 0.36474501108647456 0.31909090909090915 7.5000000000000009 0.031754032258064523 3757.3374450000006 4.5000000000000009 8.5000000000000018 0.033908045977011504 4.5000000000000009 0.27386363636363642 3.5000000000000004 4.5000000000000009 0.037749287749287756 32.500000000000007 5.5000000000000009 0.72850122850122856 9.5000000000000018 1.5000000000000002 0.27888888888888896 0.040408163265306128 0.067424242424242428 3035.3728750000005 0.059714795008912663 0.14459930313588851 815.91853253207012 0.12347560975609757 3585.7070200000003 789.07511336540335 858.97015253207007 6.5000000000000009 0.080540540540540564 0.037749287749287756 675.10688878207009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 7 -6 -5 -4 9 10 -3 -1 13 -13 -15 32 17 18 19 40 30 24 23 -23 -22 29 27 28 -27 33 -21 34 47 -26 -20 36 -31 -36 -38 -40 -17 42 44 45 -42 46 -43 -14 49 -49
right_child=-2 8 3 6 5 -7 -8 -9 -10 -11 -12 12 15 14 -16 16 -18 -19 31 20 21 22 -24 -25 25 26 -28 -29 -30 35 -32 -33 -34 -35 37 -37 38 -39 39 -41 41 43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=0.005505388629279402 -0.0058754481428291748 -0.65612005846841004 -0.014412318237803199 -1.645448067188263 1.7024438305033578 -0.19232265411353694 0.319526938199997 -1.9380307568444146 -0.52024093689741913 1.9983317688935334 1.023226406812668 0.052153052149698245 -0.11663938490950208 0.49674587766647849 -0.078911849303352363 -0.12909024699176963 -1.1426218774841457 0.45043254221806744 -0.46444837758035373 -0.43984405492448203 2.2262055014570552 2.4902734073996546 3.4188929355144504 -0.0048179761001041965 0.51610053947993684 -0.21208250725928407 1.4304831289967828 -2.6683962512016297 -2.1106953251746394 -1.1116555823220147 -2.2993413135923189 -0.024511238869200362 -1.0531303342431784 2.1836924890109475 -3.4844710066914559 -0.61532691192685396 0.9819934617549182 -1.2276375333468119 0.025321134627548925 1.0369679895760138 -1.3317944460035711 -0.13360852733254433 0.21052006840705872 -1.8759027056204969 -3.5926450261363279 -0.20156883683521301 2.2580437681891703 1.2338286448703257 0.4236636498042371 -0.15097764812269301
leaf_weight=230980 336420 28 22 55 27 41 20 27 27 36 25 4228 573 1170 452 958 122 379 33 118 24 30 20 70 77 260 43 30 31 45 29 47 48 35 24 102 125 27 436 79 89 20 75 39 27 192 22 43 1061 530
leaf_count=230980 336420 28 22 55 27 41 20 27 27 36 25 4228 573 1170 452 958 122 379 33 118 24 30 20 70 77 260 43 30 31 45 29 47 48 35 24 102 125 27 436 79 89 20 75 39 27 192 22 43 1061 530
internal_value=0 0.0081342 0.00787004 -0.513918 -0.124471 0.560011 -1.12145 -1.07437 0.56123 0.889317 0.136025 0.00828284 0.0630541 0.130945 0.336328 -0.00468609 -0.0921933 -0.0554314 -0.117138 -0.0775186 0.101398 0.196272 1.18957 0.743709 0.103656 0.0633228 -0.382182 -0.625 -0.41434 0.243705 -0.806684 -1.01719 0.135325 1.03722 -1.57262 0.130777 0.241876 -2.28968 0.337046 0.180506 -0.273043 -0.570256 -1.04577 -0.23757 -1.85803 0.0354854 1.11916 0.161173 0.258595 -0.0470568
internal_weight=0 243001 242885 192 117 68 75 49 116 89 53 242693 11713 5850 1622 5863 3608 3486 3107 2976 1554 1407 120 100 1287 1263 364 321 291 899 147 131 2255 112 84 787 685 51 640 515 1422 464 191 273 116 234 42 2207 1634 573
internal_count=579421 243001 242885 192 117 68 75 49 116 89 53 242693 11713 5850 1622 5863 3608 3486 3107 2976 1554 1407 120 100 1287 1263 364 321 291 899 147 131 2255 112 84 787 685 51 640 515 1422 464 191 273 116 234 42 2207 1634 573
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=51
num_cat=0
split_feature=0 10 9 10 10 9 1 1 10 3 1 6 0 3 10 10 9 2 12 7 11 13 13 1 14 14 0 1 8 10 0 3 6 2 13 14 3 14 0 6 10 0 1 9 11 1 13 11 5 13
split_gain=2768.21 12734.7 9341.96 7702.66 6447.36 4901.96 4891.73 4917.97 4802.32 4724.92 4678.25 3510.91 6709.66 17251.5 6433.88 15704.2 24185.3 15317.6 11679.6 8305.7 8280.49 12713.8 11503 18722.7 8911.38 8412.82 11215 13825.2 12488.7 9566.29 12366.2 8247.01 8436.05 11957.7 8130.04 9619.31 7093.73 8845.44 7124.8 11424.5 6944.05 6703.08 14546.3 14126.9 13278.3 16208.9 10517.1 7445.35 7399.48 8233.81
threshold=453.23590169873665 0.096006144393241177 2.5000000000000004 0.6984848484848486 0.267948717948718 3.5000000000000004 1015.4954500000001 1221.5735750000001 0.84292763157894746 12.500000000000002 1665.0083250000002 1.0000000180025095e-35 491.23609769873673 11.500000000000002 0.037749287749287756 0.075961538461538483 3.5000000000000004 2.5000000000000004 7.5000000000000009 3.5000000000000004 0.11651583710407241 0.091966173361522213 0.11237373737373739 3383.3926800000004 0.10435571687840291 0.05634920634920635 1075.5508225320702 3193.0687900000007 2.5000000000000004 1.0000000180025095e-35 1015.5416250320701 33.500000000000007 2.5000000000000004 3.5000000000000004 0.21807065217391305 0.18834459459459463 25.500000000000004 0.070598006644518277 837.92518003206999 1.5000000000000002 0.05634920634920635 698.35489753207014 2678.3870350000002 3.5000000000000004 0.050641025641025648 1473.7612850000003 0.30151515151515157 0.12660256410256412 1.5000000000000002 0.267479674796748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 9 -3 -8 -5 -4 -6 -2 13 -13 18 16 17 -16 41 31 21 25 23 -23 -22 26 27 -20 -29 -27 -31 32 36 -34 40 -36 -18 -38 39 -39 -21 42 44 47 45 -14 -45 -44 -49 -50
right_child=11 2 4 8 10 -7 7 -9 -10 -11 -12 12 14 -15 15 -17 19 -19 20 34 24 22 -24 -25 -26 29 -28 28 -30 30 -32 -33 33 -35 35 -37 37 38 -40 -41 -42 -43 43 46 -46 -47 -48 48 49 -51
leaf_value=0.17858296246679836 0.0095862927481556517 -0.085913528494588068 -0.21315874107443333 -0.36731801455516733 -0.92297028060161712 -1.1722843368319755 0.65337909594444299 0.12681028252181123 -0.096357070122096433 0.79775515261750962 0.047672943013409776 -0.042179793734518294 -0.020232685470724932 0.34602553602199798 -0.028169732928572389 -0.0099810963557250831 0.17130555591707353 -0.29027583695868725 -0.1947335424080287 0.79642002292168446 0.14948739812725925 -0.87958016356355273 -0.52899344184106434 -3.8299037741621333 -0.47014199036289939 -0.082149987741612807 0.45392180604430349 -3.1914011564019118 -0.26205727187069983 2.5854530250324927 0.070416215596639589 -1.320692877350627 -0.13443585544098485 1.1472475923323318 1.5674499825221198 -0.82458505719900144 1.0731045673633444 -2.8382727704729351 -0.1244244288390791 -0.34959883812146314 2.7674058892510156 0.0071436877860817389 0.61743392566417532 -0.40545967906205499 -0.023763521679666125 0.25926452417505391 1.0830190759209486 -0.12637916405995686 2.3606579557232474 0.19523540464314548
leaf_weight=1865 255442 837 417 794 288 47 224 852 3712 52 60 2896 3402 1893 3557 232017 987 5975 73 39 845 76 359 30 320 323 65 43 22 34 46 37 118 190 29 40 29 35 71 39 33 46498 197 176 8823 5319 65 21 87 22
leaf_count=1865 255442 837 417 794 288 47 224 852 3712 52 60 2896 3402 1893 3557 232017 987 5975 73 39 845 76 359 30 320 323 65 43 22 34 46 37 118 190 29 40 29 35 71 39 33 46498 197 176 8823 5319 65 21 87 22
internal_value=0 -0.0545734 -0.114279 -0.0727276 -0.422982 -0.198646 0.0953945 0.236431 -0.144103 -0.101074 -0.755618 0.000875436 -0.00619223 0.11127 -0.00800659 -0.015559 -0.131327 -0.192467 0.0194702 0.222523 -0.205223 -0.405929 -0.799256 -1.71458 -0.0207112 -0.104119 -0.629094 -1.13921 -2.19993 0.160323 1.13931 0.15381 0.190949 0.656213 0.956436 0.180763 0.0675199 -0.521195 -0.840055 -1.52667 1.69979 0.0272463 0.0788549 0.576916 0.0627298 0.150235 -0.00400275 1.00505 1.59245 1.9236
internal_weight=0 9148 7283 6419 864 516 1913 1076 4506 469 348 570273 314831 4789 310042 243196 11179 9532 66846 1647 2236 1071 465 106 1165 606 203 138 65 403 80 1506 1469 308 141 69 1161 174 145 74 72 64610 18112 568 17544 8721 241 327 130 109
internal_count=579421 9148 7283 6419 864 516 1913 1076 4506 469 348 570273 314831 4789 310042 243196 11179 9532 66846 1647 2236 1071 465 106 1165 606 203 138 65 403 80 1506 1469 308 141 69 1161 174 145 74 72 64610 18112 568 17544 8721 241 327 130 109
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=51
num_cat=0
split_feature=10 11 11 4 11 12 6 2 0 12 3 7 5 14 0 12 2 5 0 11 0 3 0 1 13 2 6 2 0 10 5 14 0 0 14 12 10 4 10 9 6 12 10 14 8 7 0 7 0 12
split_gain=2713.61 5343.09 5414.21 6946.19 4937.29 5112.29 4465.84 9307.94 5075.69 4241.22 6383.64 4915.73 4797.47 4639.6 4129.59 3948.65 3925.52 3717.2 5529.47 3702.7 3630.28 4526.67 3490.26 11805.9 10834.7 3427.16 3324.6 17438.1 16977 24051.3 11220.9 14357.3 25102 30325.4 15087.2 20180.7 13826.5 14290.8 15664.8 25173.9 15563.5 15848.9 15174.6 14263.2 14317.6 12135.9 13559.2 12118.2 11730.4 11480
threshold=0.97894503546099298 0.93218390804597717 0.52086956521739147 12.500000000000002 0.89827586206896559 2.5000000000000004 6.5000000000000009 3.5000000000000004 645.81778003207012 9.5000000000000018 32.500000000000007 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 1154.1210150320703 5.5000000000000009 3.5000000000000004 11.500000000000002 1118.5409650320703 0.65450928381962881 1063.5212350320703 26.500000000000004 629.97483169873669 2069.9651750000003 0.14907407407407411 2.5000000000000004 1.5000000000000002 3.5000000000000004 730.3665416987368 0.53033088235294124 6.5000000000000009 0.27149877149877155 1082.0615325320703 1051.9390100320704 0.029857397504456332 2.5000000000000004 0.9104278074866311 6.5000000000000009 0.16441441441441443 3.5000000000000004 7.5000000000000009 8.5000000000000018 0.05634920634920635 0.28062500000000007 3.5000000000000004 4.5000000000000009 1127.0524375320704 5.5000000000000009 1110.4908300320703 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 9 -6 7 8 -3 10 11 22 13 -12 -5 -2 -11 18 -14 -18 21 -8 23 -4 -25 -17 -1 -28 29 -29 36 34 33 -33 35 -32 37 38 39 40 41 43 -43 44 -30 46 48 -39 -36 -45
right_child=15 6 3 14 5 -7 20 -9 -10 16 12 -13 17 -15 -16 25 19 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 30 -31 31 32 -34 -35 45 -37 -38 47 -40 -41 -42 42 -44 49 -46 -47 -48 -49 -50 -51
leaf_value=0.0056103819981677475 -0.065456356878358921 1.3242271199822426 -0.14141334688151255 -2.2281865596771242 0.065679262949056613 -0.080741152342225675 -0.30608232780581429 1.7233904950758991 0.063123574986403516 -0.29355539293597926 1.8250677892565728 -0.34682421155636806 -1.3262024528705156 0.47376159070486046 -0.26342877984046936 -0.33330483173883951 -0.3724318289756775 0.85857137403180528 0.19355532185685251 -2.214751096566518 -0.043935646378296493 -2.4081985092163087 -0.046779383304437067 -2.6863621085030691 0.18678676287333174 -1.3503415730595589 -0.026173768826043262 0.27375769299685743 -1.7785682895531256 -0.25453814969745703 -3.3570230495362057 -0.16939577346890056 -2.9170106159814169 3.689785490717207 0.36534737242365201 -0.089364060049965277 1.1099041630203526 0.028771653738979136 -0.035658397496445109 -0.11125566571840345 0.86142934630898871 -0.96351805802653834 2.0078833476356839 -1.5761647841930391 -3.9384363225988439 1.2428151290206348 2.7690837199273322 -0.92053806061367338 -1.9189051172007685 0.80553452021935412
leaf_weight=408122 1502 32 2600 23 6546 3751 21 34 12003 139 30 657 39 166 20 193 20 31 62 24 47 20 13280 35 21 40 114585 6157 180 1002 21 670 32 21 997 189 96 4125 832 438 34 68 23 50 37 187 23 139 23 34
leaf_count=408122 1502 32 2600 23 6546 3751 21 34 12003 139 30 657 39 166 20 193 20 31 62 24 47 20 13280 35 21 40 114585 6157 180 1002 21 670 32 21 997 189 96 4125 832 438 34 68 23 50 37 187 23 139 23 34
internal_value=0 0.000375043 -0.00103501 -0.0443603 -0.0423674 0.0123411 0.0659691 0.0711445 0.0664767 -0.0753031 -0.0701246 -0.0787602 0.36674 0.680594 -1.31435 -0.124874 -0.554136 -0.099286 -0.393282 -1.37733 -0.643826 -1.3315 -0.0677087 -0.172355 -1.60893 -0.507903 0.00117471 -0.0127546 0.0872348 0.199815 -0.0108264 0.184684 -0.178913 -0.0521124 0.367239 -0.41613 -0.080656 -0.0998328 -0.345361 -0.643592 -1.19092 -1.36893 -0.212505 -1.71855 -2.14684 0.500985 0.367982 -0.00217442 0.31384 -0.612144
internal_weight=0 577686 565529 27444 27401 10297 12157 12069 12035 17104 16921 16593 328 196 43 1735 183 132 101 44 88 41 15936 2656 56 233 538085 129963 15378 7159 8219 2163 723 691 1440 210 6056 5960 1696 864 426 392 91 301 217 1230 1043 4264 1020 84
internal_count=579421 577686 565529 27444 27401 10297 12157 12069 12035 17104 16921 16593 328 196 43 1735 183 132 101 44 88 41 15936 2656 56 233 538085 129963 15378 7159 8219 2163 723 691 1440 210 6056 5960 1696 864 426 392 91 301 217 1230 1043 4264 1020 84
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=51
num_cat=0
split_feature=3 1 0 0 4 6 6 7 9 1 7 0 10 9 13 0 13 11 10 3 3 0 2 3 14 7 14 4 0 10 13 1 10 2 14 8 14 14 10 0 1 6 13 9 11 10 13 0 4 12
split_gain=2719.69 13433.9 9414.65 8614.25 14769.7 14250 12451.8 9628.88 9301.92 9012.01 8453.9 15167.8 16849.2 17373.4 13459.2 9026.1 11232.6 8526.99 10935.8 19214 9872.26 13895.5 11173.3 9216.87 13383.2 9117.92 12084.9 8380.55 8234.59 8186.99 15854.5 17190.1 14881.2 22836.8 13619.1 8630.53 10905.4 8719.95 8165.95 11668.5 10107.6 19650.9 18238.6 12872.8 13984.6 15826.2 13418 12538.5 16328.5 12252.3
threshold=16.500000000000004 1995.0656800000004 960.44235003207029 769.42615503207003 5.5000000000000009 1.5000000000000002 6.5000000000000009 9.5000000000000018 3.5000000000000004 2268.1115500000001 7.5000000000000009 1199.6178025320703 0.19139194139194141 2.5000000000000004 0.35805860805860812 1304.6278725320703 0.18301435406698566 0.080540540540540564 0.24695121951219515 40.500000000000007 28.500000000000004 856.39868169873671 2.5000000000000004 39.500000000000007 0.074537037037037054 2.5000000000000004 0.13100686498855837 6.5000000000000009 861.91193253206995 0.13714733542319751 0.05634920634920635 3990.9076300000002 0.16441441441441443 3.5000000000000004 0.63245614035087727 2.5000000000000004 0.19292803970223329 0.063164893617021281 0.37668918918918926 562.62723503207019 2277.1025750000003 2.5000000000000004 0.21132376395534294 3.5000000000000004 0.13714733542319751 0.15075757575757578 0.18834459459459463 744.41782253207009 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 27 6 -5 7 38 -6 10 -8 15 12 13 -12 -14 16 17 18 19 20 22 25 -7 -19 -25 -22 -27 -1 -18 30 31 -23 33 -31 -32 -34 37 -37 40 -40 -3 43 49 -42 45 -45 -46 48 -44 -43
right_child=1 3 -4 4 5 8 9 -9 -10 -11 11 -13 14 -15 -16 -17 28 23 -20 -21 21 29 -24 24 -26 26 -28 -29 -30 32 34 -33 35 -35 -36 36 -38 -39 39 -41 41 42 47 44 46 -47 -48 -49 -50 -51
leaf_value=-0.0073157991633435492 0.055080809230033861 -0.057693232548754241 -0.17285529476954814 0.050612570136390304 0.018285807911023556 -0.020433448025616426 -0.078304979742110314 -1.3176729506778497 0.084200880448286886 0.73137796029572344 1.7420275075095042 -0.58165877771538665 3.1167630969261637 -2.1964923600355788 0.59002320931569952 0.061182423705177062 0.097158248482329859 -0.022265349094341004 -0.13716128710167694 -2.6767458111899245 1.3284136577597205 0.36148651532501308 -0.54907072063879203 -0.051097685496012374 3.1961012926968664 -1.9430728589495023 1.0458583726998298 0.084507022071631854 -0.078309232151886787 -0.17344829269817896 -0.52433810692164118 3.1580082321166993 -0.90459985393818809 -4.2891988346496452 1.840566257100839 -0.46719124920666222 -0.68527349378785185 2.0901437610387803 -0.5154569606323498 -0.077249706674765106 0.082296063377689382 0.6459240135234946 -1.0559103270672787 0.056274544584661357 -0.91333451794441967 -0.37184976505283562 0.076787403675813035 -0.59196652761765944 0.28786935569750599 -0.18700499861478442
leaf_weight=309008 48497 19949 3351 54691 58030 509 222 54 3960 361 21 74 49 24 37 3946 3414 2525 9108 35 106 182 1864 30 22 24 31 10270 12348 28 384 25 123 26 26 20 58 40 626 20736 6858 1275 99 3021 404 1209 207 265 1044 205
leaf_count=309008 48497 19949 3351 54691 58030 509 222 54 3960 361 21 74 49 24 37 3946 3414 2525 9108 35 106 182 1864 30 22 24 31 10270 12348 28 384 25 123 26 26 20 58 40 626 20736 6858 1275 99 3021 404 1209 207 265 1044 205
internal_value=0 0.00767933 -0.00611226 -0.00335708 0.00904701 -0.014359 -0.0366977 0.0170438 -0.0610815 0.42306 -0.0774822 0.562811 1.20931 -0.358516 2.02968 -0.081246 -0.099418 -0.160855 -0.194781 -0.345542 -0.321864 -0.0701548 -0.43568 0.00487439 1.32272 0.786334 -0.258403 -0.0043622 -0.0403035 -0.221355 -0.0141821 0.699231 -0.654663 -2.15511 -0.374369 -0.318464 0.292509 1.2377 -0.0414929 -0.0900911 -0.0114328 0.0518324 0.285439 -0.00583526 -0.130686 -0.0660901 -0.577892 0.0277907 0.171479 0.530552
internal_weight=0 256792 322629 208295 151814 97123 56481 58084 39039 583 35079 205 131 45 86 34874 30928 15166 12589 3481 3446 1073 2373 2577 52 161 55 319278 15762 912 617 207 295 54 410 241 118 60 55898 21362 34536 14587 2888 11699 4841 4230 611 1408 1143 1480
internal_count=579421 256792 322629 208295 151814 97123 56481 58084 39039 583 35079 205 131 45 86 34874 30928 15166 12589 3481 3446 1073 2373 2577 52 161 55 319278 15762 912 617 207 295 54 410 241 118 60 55898 21362 34536 14587 2888 11699 4841 4230 611 1408 1143 1480
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=51
num_cat=0
split_feature=8 3 0 1 13 0 13 10 10 0 6 0 0 13 10 12 0 0 0 0 5 10 4 1 14 14 10 1 4 7 0 7 13 12 4 9 14 4 13 3 7 3 13 5 7 14 9 14 0 0
split_gain=3001.21 4722.25 7001.95 7313.62 7991.54 7832.99 6803.39 9836.15 11912.2 10906.8 11781.8 10044.9 18791.7 15192.5 15190 7218.43 11772.4 11760.6 7186.25 7017.94 7377.36 10495.4 9783.76 9004.11 6808.26 9225.27 10373.1 13381 10489.4 15768.8 13557 12261.4 16051.5 8362.13 7603.81 6634.78 6538.15 6396.28 7322.39 6218.6 6190.91 6466.77 14846.6 7774.5 6780.69 6137.16 10742 6134.36 6115.34 6105.47
threshold=3.5000000000000004 23.500000000000004 606.31340336540336 2593.3173250000004 0.37321428571428578 756.85772503207011 0.46049896049896061 1.0000000180025095e-35 0.20256410256410259 845.88457503207007 3.5000000000000004 742.6951750320701 765.38439336540341 0.86811594202898557 0.1126984126984127 2.5000000000000004 775.9075525320701 720.37334503207001 1030.5273950320702 820.87770878207004 5.5000000000000009 0.1012820512820513 7.5000000000000009 2889.3091150000005 0.70659971305595415 0.50609756097560987 0.42206477732793529 3757.3374450000006 5.5000000000000009 5.5000000000000009 878.39572336540346 1.5000000000000002 0.15075757575757578 2.5000000000000004 3.5000000000000004 4.5000000000000009 0.096006144393241177 10.500000000000002 0.32200460829493094 26.500000000000004 2.5000000000000004 28.500000000000004 0.53452380952380962 9.5000000000000018 9.5000000000000018 0.16064516129032261 4.5000000000000009 0.58957219251336912 1282.0928750320702 875.42535503207012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 35 -3 4 -4 39 24 9 11 10 15 -9 13 14 -13 16 -8 -17 19 45 22 -22 -21 -23 25 -5 28 37 29 30 -27 -32 -33 34 -26 48 -19 -28 47 -6 -10 -42 -43 44 -44 -14 -47 -39 -1 -36
right_child=-2 2 3 6 5 -7 7 8 40 -11 -12 12 18 -15 -16 17 -18 36 -20 20 21 23 -24 -25 33 26 27 -29 -30 -31 31 32 -34 -35 49 -37 -38 38 -40 -41 41 42 43 -45 -46 46 -48 -49 -50 -51
leaf_value=0.0004086946708669627 -0.025191321140073681 -0.8618318256752735 0.051772139898695939 0.025757042266113368 -0.07168992847754535 0.35000745398163169 0.39934520151304165 0.10855060895567373 0.06895797350303455 0.0034590756383393742 1.9633707579042092 -4.1323078976737131 -0.71997029711413441 0.31787363663315776 -0.74811811092354008 1.2118749168786138 2.9287798869970216 -2.2892059659516373 0.047790764008240012 -0.50546277377738469 -0.91726262966120575 -0.21455280482769012 -1.45892595282197 2.1764502414635252 -0.99060953768162896 0.49040865884644208 -0.040054040100257537 -2.1790684401988982 0.26918955739073996 -1.4584247860436639 0.63757583789336381 4.1472226975858213 1.0254317649773188 -0.80911412440678654 0.33256625761209696 -0.17316837331996129 -0.14423015495141348 1.6827145891433415 2.3324193162222704 -1.7283151988983154 -0.37611140599166393 -1.0054158441138035 0.6773771216546095 -0.65874675973103602 -0.85157598287332803 1.3524528900782267 -1.2489541812376543 -0.34053273175625093 -0.16831207365579592 -0.17540036670690137
leaf_weight=475092 43724 88 4561 39532 242 1991 92 298 1921 794 61 36 59 20 21 33 23 27 237 233 74 36 200 28 87 116 976 28 1371 24 39 40 28 187 341 2232 30 22 24 25 862 102 310 65 32 57 22 47 2158 773
leaf_count=475092 43724 88 4561 39532 242 1991 92 298 1921 794 61 36 59 20 21 33 23 27 237 233 74 36 200 28 87 116 976 28 1371 24 39 40 28 187 341 2232 30 22 24 25 862 102 310 65 32 57 22 47 2158 773
internal_value=0 0.00205613 0.0294766 0.0308741 0.127943 0.281802 0.0174501 -0.0855684 -0.148688 0.189123 0.743322 -0.402366 -0.551196 -2.05346 -2.8855 0.380283 0.905232 -0.290484 -0.428919 -0.588271 -0.74294 -0.106237 -0.945861 0.831511 0.0308435 0.0380033 0.216316 -0.0210701 0.377262 0.977132 1.23925 2.05109 2.86178 -0.18708 -0.0902268 -0.00115867 -1.16027 0.0354537 0.827879 -0.226805 -0.0468938 -0.209221 0.0734097 0.343779 0.534317 0.0516998 0.62801 0.304561 -0.000354217 -0.0199097
internal_weight=0 535697 56215 56127 6819 2258 49308 5673 4613 1060 266 1321 1023 77 57 205 115 90 946 709 571 138 433 64 43635 42247 2715 1097 1618 247 223 107 68 1388 1201 479482 57 1069 93 267 3292 1371 509 407 342 138 79 69 477250 1114
internal_count=579421 535697 56215 56127 6819 2258 49308 5673 4613 1060 266 1321 1023 77 57 205 115 90 946 709 571 138 433 64 43635 42247 2715 1097 1618 247 223 107 68 1388 1201 479482 57 1069 93 267 3292 1371 509 407 342 138 79 69 477250 1114
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=51
num_cat=0
split_feature=8 4 12 13 14 2 14 13 10 9 7 2 14 13 3 0 14 10 3 0 13 0 14 14 3 2 5 1 6 13 0 13 0 4 12 9 14 3 6 0 4 5 7 7 10 2 11 11 1 10
split_gain=2813.31 3984.43 6223.77 8670.36 9709.65 7642.61 7674.27 8359.72 7292.87 7096.64 9732.45 8748.5 8058.25 6879.09 6470.56 6029.91 4016.81 4744.32 7715.61 4264.75 3971.09 11862.1 4119.87 3936.35 6554.82 3798.57 3693.1 3566.62 7373.68 12869.3 7104.4 5975.73 10604.1 8290.6 3961.28 3753.76 3557.6 6063.02 7133.78 8921.92 7754.47 5777.89 5747.27 4491.36 6988.85 5886.44 7916.05 6614.28 5083.98 4954.65
threshold=1.0000000180025095e-35 9.5000000000000018 4.5000000000000009 0.080540540540540564 0.27386363636363642 2.5000000000000004 0.10762548262548265 0.037749287749287756 0.95553359683794481 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.065942028985507259 0.21807065217391305 34.500000000000007 1035.9671475320704 0.13714733542319751 0.1126984126984127 28.500000000000004 1187.5535858654036 0.11237373737373739 928.48060753207005 0.10435571687840291 0.077677224736048281 26.500000000000004 3.5000000000000004 1.5000000000000002 3585.7070200000003 2.5000000000000004 0.24068965517241384 924.99774003207006 0.028991596638655467 1118.5409650320703 7.5000000000000009 10.500000000000002 4.5000000000000009 0.76568627450980398 11.500000000000002 1.5000000000000002 552.79484753207009 3.5000000000000004 4.5000000000000009 10.500000000000002 4.5000000000000009 0.7231800766283526 3.5000000000000004 1.0000000180025095e-35 0.27149877149877155 1902.9158100000002 0.75277777777777788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 5 -3 -7 -8 25 11 -11 16 26 -14 -5 -16 19 -18 -19 23 22 -22 -12 24 -4 -6 -13 35 30 34 -29 -32 33 -33 -30 -1 -2 -38 41 40 -40 -39 -43 45 -45 48 -47 -48 -41 -50
right_child=36 2 9 14 8 6 7 -9 -10 10 20 12 13 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 31 32 -34 -35 -36 -37 37 38 39 43 -42 42 -44 44 -46 46 47 -49 49 -51
leaf_value=0.0089427878599415648 -0.0090058218361558015 0.042094547730503667 0.6569089773723058 0.18490591602131964 0.24655776539915486 0.75053657878722468 3.9118268852233893 1.5314835018581814 1.8871924481608653 0.95106181144714363 -0.78178811387011882 0.98101414999236225 0.71816077260744005 -1.4105627310276032 -2.2775210159165518 0.14865630865097046 -0.69608058598306455 0.11476613897953719 2.2416524125182113 0.099119280312548991 -1.9165896339075907 0.92294796205336049 -2.2543207871286497 -1.5098615332525605 -1.1590667127915051 -0.9721118920189995 2.7932996381412853 -0.59307275299103035 -0.3510074316146406 1.7208798285435749 -0.12487182468175889 1.0831133456065738 0.33227062319614453 3.4175603687763214 -1.7474494776555471 -0.17065408370146617 -0.03422909174038858 0.039743967654641769 0.023956632310374298 0.026769455060189812 0.66665993479727326 0.1495316513197755 -0.93701459260619413 -0.55652970350953845 0.00059142691473151366 0.16280075094323554 2.8242745883408049 0.28325124979019167 -0.16451490319475137 0.011580011155133053
leaf_weight=188614 327419 33 35 1126 95 42 25 36 22 30 38 23 63 20 21 20 36 66 23 88 28 31 38 49 46 35 22 31 74 27 32 29 49 32 28 1171 16427 19986 409 6538 347 7492 49 407 504 868 21 20 4163 2593
leaf_count=188614 327419 33 35 1126 95 42 25 36 22 30 38 23 63 20 21 20 36 66 23 88 28 31 38 49 46 35 22 31 74 27 32 29 49 32 28 1171 16427 19986 409 6538 347 7492 49 407 504 868 21 20 4163 2593
internal_value=0 0.00989126 0.147179 0.261242 0.752632 1.36648 1.79079 2.50703 0.203403 -0.113769 -0.678142 0.0839416 0.789444 0.205215 0.139974 -1.09402 -0.179336 0.272589 0.664411 -0.438468 -1.04019 -0.424629 -1.51805 -0.802373 -0.374386 -0.0815456 1.86702 0.00838107 0.351765 -0.22046 0.778453 1.07787 1.42776 2.30774 -0.734344 0.00783465 -0.00490876 0.0175146 0.0371011 -0.0162964 0.318954 0.0678861 0.142471 -0.0330656 -0.248309 -0.0192596 0.226937 1.58475 -0.0360937 -0.0969284
internal_weight=0 192178 2091 1455 288 136 103 61 152 636 165 471 128 83 1167 41 343 125 89 218 135 59 76 130 81 130 45 190087 302 129 173 142 110 61 102 189785 387243 59824 43397 15870 756 27527 7541 15114 911 14203 909 41 13294 6756
internal_count=579421 192178 2091 1455 288 136 103 61 152 636 165 471 128 83 1167 41 343 125 89 218 135 59 76 130 81 130 45 190087 302 129 173 142 110 61 102 189785 387243 59824 43397 15870 756 27527 7541 15114 911 14203 909 41 13294 6756
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=51
num_cat=0
split_feature=6 2 0 0 2 9 10 9 6 7 0 4 13 13 5 8 8 14 10 3 0 10 10 8 0 12 4 3 7 4 11 14 4 14 12 6 12 3 0 4 3 3 7 10 10 10 9 3 0 3
split_gain=2610.41 12545.8 29064.5 21368.7 12269.6 12179.2 19803.5 18239.1 12689 22077 18529.2 11578.4 12768.2 12166.9 11453.6 18711.1 17764.5 13459.6 11209.5 11201.6 18166.2 17388.5 12245.8 17715.7 10849.1 12580.1 14899.2 12305.2 10822 10655.8 12283.7 10638.1 15693 10557.1 10482.6 13618.7 10050.9 9538.04 9397.77 9287.43 9053.79 8965.48 8577.21 8228.8 8199.29 7971.92 9906.77 7919.29 8361.67 7778.6
threshold=3.5000000000000004 3.5000000000000004 765.38439336540341 1144.5916150320702 2.5000000000000004 3.5000000000000004 0.30151515151515157 2.5000000000000004 7.5000000000000009 5.5000000000000009 1020.5262783654035 4.5000000000000009 0.091966173361522213 0.12060606060606062 6.5000000000000009 6.5000000000000009 3.5000000000000004 0.25265957446808512 0.38548951048951058 33.500000000000007 884.09291836540353 0.24695121951219515 0.10620300751879701 1.5000000000000002 921.51646003207009 3.5000000000000004 3.5000000000000004 38.500000000000007 1.5000000000000002 5.5000000000000009 0.36939571150097467 0.03509852216748769 6.5000000000000009 0.14119601328903655 7.5000000000000009 6.5000000000000009 3.5000000000000004 31.500000000000004 809.05071169873679 7.5000000000000009 33.500000000000007 28.500000000000004 1.5000000000000002 0.33771929824561409 0.3816526610644258 0.69337606837606847 2.5000000000000004 14.500000000000002 1095.5934300320703 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 28 5 -2 6 7 8 9 10 29 -8 18 40 16 24 19 -17 -13 20 21 22 23 -9 25 42 -27 -26 45 -4 -31 32 -7 38 35 -20 -10 -34 -24 -22 -14 -25 -16 -15 -45 49 -47 -6 -49 -3
right_child=1 2 3 -5 47 31 11 14 36 -11 -12 12 13 43 15 17 -18 -19 34 -21 39 -23 33 41 27 26 -28 -29 -30 30 -32 -33 37 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 46 -48 48 -50 -51
leaf_value=0.0014682954874992659 0.028967546098505711 0.57629927293166927 -1.3219437286257745 -3.2972710967063907 0.59998966179438085 -2.9657382259766263 -0.58494819179987134 0.61262454594651317 0.36095158457756044 2.5729501075744632 -2.4308726653820134 -2.1727054287280358 0.6203056275844574 2.2506818335989247 1.3390597343444826 -0.23791928724809128 -2.6440624106024941 -3.6622718870639801 0.085764325145354939 0.028688119092118849 -3.8327412759715864 1.9836573532649451 -1.6455024909973144 -3.0729298458649565 -1.813664081266948 0.15146620688231097 3.5864427246153356 0.57933617303232576 0.15081081375107169 -0.12103247062580005 2.9549659013748171 0.37649038812457875 1.7216837346553804 -0.80014512462275378 1.4563046871047272 -2.2340116813778876 3.3566239141282583 -0.79278686928252384 -4.7110814818739888 -1.3565931618213654 3.1067818835377694 -0.79122077273387537 -1.3932189923745615 -1.2015089367375229 0.45758192180808077 0.92989460900425913 -1.3825504204088992 -0.16757767817278812 0.05693686911075227 1.6060798444702655
leaf_weight=552960 8644 1026 32 21 149 24 184 73 24 25 41 28 27 23 20 22 63 24 121 109 33 21 20 26 42 23 28 44 1150 37 20 674 22 35 38 32 21 48 20 28 32 51 27 33 306 32 44 10857 1958 79
leaf_count=552960 8644 1026 32 21 149 24 184 73 24 25 41 28 27 23 20 22 63 24 121 109 33 21 20 26 42 23 28 44 1150 37 20 674 22 35 38 32 21 48 20 28 32 51 27 33 306 32 44 10857 1958 79
internal_value=0 -0.0306832 0.114611 -0.120664 -0.0633152 -0.0939911 -0.240895 -0.562745 0.280644 -0.148536 -0.671899 0.114155 0.315147 0.637295 -0.800655 -0.220624 -1.07917 -2.02454 -0.304142 -0.842175 -1.15137 -0.76832 -1.02517 -0.503512 0.230355 0.949678 2.03734 -0.589338 0.369164 0.138415 0.958265 0.2375 -0.75909 -2.06849 -0.0302163 -0.399418 1.75893 -0.00252468 -3.17829 -2.69615 1.9689 -1.56167 -0.230547 0.420265 0.296078 0.581785 -0.408889 -0.124846 -0.133274 0.649922
internal_weight=0 26461 4853 2522 21608 2501 1733 909 200 155 130 824 640 421 709 230 479 46 219 416 307 246 225 150 184 98 51 86 2331 89 57 768 94 75 191 153 45 70 40 61 59 77 47 362 339 1181 76 12964 12815 1105
internal_count=579421 26461 4853 2522 21608 2501 1733 909 200 155 130 824 640 421 709 230 479 46 219 416 307 246 225 150 184 98 51 86 2331 89 57 768 94 75 191 153 45 70 40 61 59 77 47 362 339 1181 76 12964 12815 1105
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=51
num_cat=0
split_feature=3 1 0 4 1 0 4 6 7 8 6 9 11 11 10 5 10 11 0 10 3 2 3 7 0 3 9 1 12 3 6 7 0 0 8 13 14 13 4 13 1 0 5 10 14 13 4 12 3 9
split_gain=2591.92 11964 11348.7 7713.33 8791.84 7518.15 12921 12725.9 10473.1 9315.69 9248.79 8145.35 13231 12209.9 11597.8 10775.4 10179.4 16276.8 24382.6 12944.4 14286.7 19588 10748.2 14877.3 12033.3 17144.7 12830.7 12396.8 14164 11537.2 11402 18347.2 13544.9 9944.55 9339.76 14279.5 17882.5 9333.25 9328.96 11012.9 9137.57 11668.1 11338.5 17135.3 15603.7 18212.1 14218.6 14129.6 13575.1 15889.2
threshold=17.500000000000004 1995.0656800000004 967.90685753207003 6.5000000000000009 1951.0127200000002 769.42615503207003 5.5000000000000009 2.5000000000000004 7.5000000000000009 1.5000000000000002 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 0.030776515151515155 0.45584415584415588 5.5000000000000009 0.24695121951219515 0.075961538461538483 884.09291836540353 0.47140522875816998 22.500000000000004 3.5000000000000004 26.500000000000004 4.5000000000000009 1176.0554425320704 29.500000000000004 2.5000000000000004 3148.0373600000007 2.5000000000000004 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1011.41585003207 1304.6278725320703 3.5000000000000004 0.067424242424242428 0.35388994307400384 0.25265957446808512 9.5000000000000018 0.040408163265306128 3757.3374450000006 1165.0077825320702 7.5000000000000009 0.20256410256410259 0.16064516129032261 0.21807065217391305 9.5000000000000018 5.5000000000000009 35.500000000000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 10 9 11 -9 -7 -3 16 14 15 40 -14 17 -8 38 20 -18 22 -22 24 25 30 27 -27 -29 -28 31 -24 -33 -20 35 36 -32 -37 -19 -40 41 -13 43 44 45 48 47 -44 -42 -50
right_child=1 5 -4 4 -6 6 7 8 -10 -11 -12 12 13 -15 -16 -17 19 18 33 -21 21 -23 23 -25 -26 26 29 28 -30 -31 34 32 -34 -35 -36 37 -38 -39 39 -41 42 -43 46 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.0051595459984248426 0.079433743738314647 -0.03603479774846334 -0.10611241919976429 0.097150856690996226 -0.17137286605866286 0.10612543312544881 -0.1223931314460782 -0.092274004298959031 0.78226480664334441 0.019318357732526256 0.36517283700265496 0.26952467074664815 -2.7606645061123758 -0.03554025033696525 -0.2952422446643605 -0.30271935023012619 -0.0071290919763186082 0.22179047942783262 -0.086532654597301251 -0.00078333952405841123 0.20514641971675027 -0.29914998599546955 3.5193195263544719 -0.36496142495762218 0.093652668298249087 2.9346478700637819 2.8543661503249718 2.6747700668516616 -0.20941656049754886 1.0335730671368797 0.92222884633075231 1.7988091988043047 -0.12211448563458889 0.2199025045980374 -0.37997412798581304 -0.13958750247015611 4.1134477225216957 0.91726086099645987 2.8647104473114013 0.64097400493189405 0.54064867973327635 -0.27278755720083914 -2.9369714846977821 2.2905635729340124 2.3418145333727201 2.3931512062549589 1.3802487438724889 0.55055540970393591 -3.2451210514704387 0.3937019157409668
leaf_weight=333139 21473 51957 10821 12509 1351 19930 14585 17751 138 32558 581 3727 31 2652 425 42 3992 3029 8439 33037 2936 583 30 165 311 22 87 21 90 58 87 71 76 1211 135 222 22 134 25 204 50 444 26 81 36 25 31 21 30 20
leaf_count=333139 21473 51957 10821 12509 1351 19930 14585 17751 138 32558 581 3727 31 2652 425 42 3992 3029 8439 33037 2936 583 30 165 311 22 87 21 90 58 87 71 76 1211 135 222 22 134 25 204 50 444 26 81 36 25 31 21 30 20
internal_value=0 0.00849885 -0.00526341 -0.00211848 0.0709766 0.000887794 0.0124518 -0.00952956 -0.0855276 0.0522795 -0.031598 0.00807796 0.106084 -0.0706597 0.204055 -1.3465 -0.00268589 -0.050008 0.0317813 0.0282328 0.13425 0.246009 0.317159 0.531967 0.640308 0.801454 1.4754 0.766052 0.33624 2.12605 0.560324 1.26562 0.805679 -0.0480774 0.352263 0.564848 1.56633 0.258215 0.268318 0.88374 0.251305 0.211796 0.766283 1.10423 0.507372 -0.020947 -0.282204 -1.37871 -0.624472 -1.78959
internal_weight=0 221601 357820 346999 13860 200128 147590 95102 17889 52488 52538 77213 7641 2725 4916 73 69572 27493 12908 42079 9042 5050 4467 1531 1366 1055 278 133 111 145 777 177 147 9650 600 465 109 356 3258 229 4491 4171 320 242 161 125 78 47 100 50
internal_count=579421 221601 357820 346999 13860 200128 147590 95102 17889 52488 52538 77213 7641 2725 4916 73 69572 27493 12908 42079 9042 5050 4467 1531 1366 1055 278 133 111 145 777 177 147 9650 600 465 109 356 3258 229 4491 4171 320 242 161 125 78 47 100 50
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=51
num_cat=0
split_feature=7 10 10 6 0 2 14 1 2 3 8 14 6 5 10 12 10 1 5 0 6 14 7 12 3 14 6 14 12 0 10 4 1 6 14 13 14 13 13 7 13 4 7 2 1 13 0 5 10 2
split_gain=2895.21 4131.07 9923.93 10083.3 8787.68 8346.53 11731 7831.19 10241.5 12291.8 11492 8047.86 6572.75 9383.3 6068.56 8921.44 6058.59 6814.77 6697.77 11591.4 8676.96 7090.89 7171.27 12490.5 7151.95 12584.9 6694.28 6029.74 5891.43 17422.6 10175 9026.4 9003.1 6685.57 9666.53 8131.44 7437.72 6997.75 11889.5 7761.16 6673.71 6287.36 5827.98 8067.06 5811.89 13358.4 14673.6 8971.45 9703.77 17697.6
threshold=2.5000000000000004 0.6984848484848486 0.87026647966339421 4.5000000000000009 1187.5535858654036 2.5000000000000004 0.43826219512195125 3069.4597500000004 3.5000000000000004 27.500000000000004 4.5000000000000009 0.63245614035087727 1.5000000000000002 1.5000000000000002 0.96824596774193561 11.500000000000002 0.97259759759759767 3990.9076300000002 8.5000000000000018 738.42092586540343 4.5000000000000009 0.83602150537634423 6.5000000000000009 2.5000000000000004 23.500000000000004 0.95916666666666683 5.5000000000000009 0.967204301075269 5.5000000000000009 890.40783836540334 0.92637759710930456 7.5000000000000009 2678.3870350000002 1.0000000180025095e-35 0.13100686498855837 0.074537037037037054 0.29520697167755999 0.4431524547803618 0.35388994307400384 3.5000000000000004 0.17752100840336138 5.5000000000000009 5.5000000000000009 3.5000000000000004 3305.7150050000014 0.52086956521739147 1110.4908300320703 5.5000000000000009 0.52086956521739147 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 44 -4 12 8 9 -3 -11 -9 14 -14 15 28 18 -18 21 -20 -21 22 -8 -24 -23 -26 -27 42 29 41 31 -31 -30 35 40 -32 -36 38 39 -37 -35 -7 43 -5 47 -46 -47 -2 -49 -50
right_child=1 2 5 27 -6 6 16 11 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 24 23 -25 25 26 -28 -29 32 30 33 -33 -34 34 36 37 -38 -39 -40 -41 -42 -43 -44 -45 45 46 -48 48 49 -51
leaf_value=0.0025476612975987357 -0.044690494961900334 0.21775779532418574 -0.052431066397854213 -0.60717038712806293 0.10761513646471188 0.31173654880492424 0.35942916805008512 -0.33998443530100386 -0.51895093041556806 0.64016622651707045 2.5108358629229595 1.6263863411816684 -0.77851885489308015 -0.06128059515268839 -0.49206165739397206 2.2693481302261356 -1.1069905330277032 0.8916430155436198 -0.64341914847493176 1.6202456366469844 -0.19407112706791274 0.25130172402139694 0.3911923592027865 3.3852611205794596 -1.8161243181261755 0.39813197814688395 -1.3551233691828592 1.0089033210719074 0.34148928322071259 0.804793383393969 2.92019580765204 3.3439715036324098 -0.79100013062744956 -1.4648624034154984 1.4957429333166643 -0.155987263056967 -0.34294742707050213 2.4150766849517824 -1.7439605391025546 2.1630868465669693 0.35177873648129981 -0.14098290566490182 -1.4570853566391426 0.98161663512388864 0.015222450308256875 1.3312055392202384 -0.38617732566263946 -0.12907335414548401 0.63882131492480254 -0.68853725065962534
leaf_weight=512809 26679 3522 16994 177 3634 522 888 386 176 165 41 22 202 1880 150 20 59 24 40 131 33 315 38 22 54 98 28 27 129 28 22 28 154 42 66 27 33 21 20 31 39 744 57 39 3081 161 72 4664 117 710
leaf_count=512809 26679 3522 16994 177 3634 522 888 386 176 165 41 22 202 1880 150 20 59 24 40 131 33 315 38 22 54 98 28 27 129 28 22 28 154 42 66 27 33 21 20 31 39 744 57 39 3081 161 72 4664 117 710
internal_value=0 -0.019613 0.0100916 0.143913 -0.0404909 -0.0168809 0.0857245 0.182914 0.22648 0.261672 1.01248 -0.233955 -0.00532209 -0.130869 0.120587 0.168301 0.304552 -0.529072 0.346562 0.882897 1.25517 0.270739 0.430922 1.48902 -0.0360347 -0.538874 0.00851968 -0.416665 0.146255 0.219669 0.836661 2.07438 -0.274777 0.606388 0.219983 1.1812 0.882846 0.794762 0.358523 1.08352 -0.590183 0.0456834 -0.557656 -0.320306 -0.0556588 0.0704344 0.800512 -0.0686483 -0.185051 -0.500749
internal_weight=0 66612 27494 4612 39118 22882 5888 4312 3904 3728 206 408 4158 2082 2076 1926 1730 83 1647 204 164 1443 948 60 495 180 126 300 1906 1623 357 56 283 301 180 121 99 99 78 58 81 1266 273 216 35484 3314 233 32170 5491 827
internal_count=579421 66612 27494 4612 39118 22882 5888 4312 3904 3728 206 408 4158 2082 2076 1926 1730 83 1647 204 164 1443 948 60 495 180 126 300 1906 1623 357 56 283 301 180 121 99 99 78 58 81 1266 273 216 35484 3314 233 32170 5491 827
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=51
num_cat=0
split_feature=7 13 1 3 5 13 10 10 0 5 14 0 0 3 5 3 12 14 1 4 13 10 5 6 4 0 5 1 6 6 5 5 0 14 14 4 0 5 3 14 6 14 2 8 5 3 14 8 6 2
split_gain=2558.73 3193.14 4665.31 6890.29 3896.17 3768.51 4342.09 3614.94 6771.71 6469.97 5473.98 5189.46 4929.09 5874.98 4686.03 4393.91 4321.38 5145.33 8185.89 7453.09 4356.34 5909.97 6136.15 8757.65 7658.9 5064.95 4370.76 4301.37 4272.19 4212.12 4587.66 4139.42 3749.05 3707.28 3644.45 3413.25 3062.53 3044.73 7987.85 4279.59 3910.89 10273.2 3833.86 3007.52 5517.59 9176.95 7991.25 6835.56 9996.37 9265.99
threshold=1.0000000180025095e-35 0.30860805860805868 3757.3374450000006 34.500000000000007 9.5000000000000018 0.34833164812942369 0.96609195402298864 0.95553359683794481 1030.5273950320702 9.5000000000000018 0.11834733893557424 1069.5963050320704 1015.5416250320701 27.500000000000004 5.5000000000000009 13.500000000000002 6.5000000000000009 0.42678571428571432 2754.3987100000004 9.5000000000000018 0.23166368515205729 0.95742753623188415 4.5000000000000009 1.5000000000000002 7.5000000000000009 875.42535503207012 5.5000000000000009 2754.3987100000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 13.500000000000002 1110.4908300320703 0.16064516129032261 0.077677224736048281 6.5000000000000009 967.90685753207003 11.500000000000002 34.500000000000007 0.11237373737373739 9.5000000000000018 0.29217479674796754 2.5000000000000004 5.5000000000000009 10.500000000000002 41.500000000000007 0.11583184257602865 8.5000000000000018 5.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 -6 -7 15 9 12 -11 14 13 16 -10 -1 17 19 -19 20 21 -9 29 24 27 26 -22 -24 34 -23 33 37 -13 -31 -18 -27 -33 40 39 -39 -17 -42 -41 -2 45 -45 -47 48 -46 -49
right_child=43 2 3 -5 5 6 -8 8 11 10 -12 32 -14 -15 -16 31 28 18 -20 -21 25 22 23 -25 -26 35 -28 -29 -30 30 -32 36 -34 -35 -36 -37 -38 38 -40 42 41 -43 -44 44 47 46 -48 49 -50 -51
leaf_value=-0.018711248063547094 -0.0042703102579103713 0.019970898731327583 2.2116199682156248 0.12144158127839151 1.4532968699932098 0.30544345196405498 -1.1670287540980748 -1.1907768822633302 0.028200660117210882 -0.11812366474242438 -2.1834169286670106 -0.85241228369813349 -1.5637993757213866 1.1143816246651113 1.7404022397417009 0.015881017143918565 -0.088459297358989719 -0.23122275422374125 1.4082466663458408 -1.9929084143330975 -0.011481727315829351 -0.37412959883937191 -0.13884975011231468 -1.5013720542539 1.5177183080803265 0.2933098637244918 1.840373784542084 -1.7436241450517074 -0.35370089422773432 -0.60606730438561907 1.6028514423540661 1.8924021422863007 0.025130238323368189 0.91319992418946905 1.4582314060284542 -1.4890565599714007 0.25975562621046 0.8384087838472859 -2.3199372601509096 0.35398468867592192 2.4126959203432006 -0.34310959616015035 -1.3386395387351513 -0.1295976749136632 0.42880038466745829 0.083590498566627508 2.599236990057904 -0.34698248831527639 -0.52966598564526068 0.55974576275924159
leaf_weight=65336 329428 95534 24 46 27 432 21 104 31 21 33 51 28 32 33 79148 25 139 39 31 26 114 61 86 22 22 25 23 54 36 28 20 1072 29 39 21 27 31 20 23 24 31 32 5436 726 28 23 506 128 145
leaf_count=65336 329428 95534 24 46 27 432 21 104 31 21 33 51 28 32 33 79148 25 139 39 31 26 114 61 86 22 22 25 23 54 36 28 20 1072 29 39 21 27 31 20 23 24 31 32 5436 726 28 23 506 128 145
internal_value=0 0.00781901 0.0219938 0.838074 0.0213988 0.30559 0.237183 -0.0014513 -0.127946 -0.314503 -1.38025 0.035193 -0.256017 -0.217713 0.911055 0.000493873 -0.263846 -0.346593 0.127987 -0.481107 -0.402605 -0.519381 -0.344381 -0.75157 -0.14324 0.222271 0.896291 -0.578252 0.301353 0.0333016 0.532733 0.016306 -0.0147225 0.0717596 0.854055 -0.577148 0.954499 0.01575 -0.519839 -0.101211 0.0164668 0.859424 -0.630815 -0.00564779 -0.0705475 -0.117071 1.2181 0.099071 0.285143 -0.145023
internal_weight=0 243001 96084 70 96014 480 453 146917 2225 1038 54 1187 984 956 64 144692 924 806 178 628 597 503 399 192 106 94 51 84 118 207 93 79356 1123 65 64 43 47 79309 106 86 79203 55 55 336420 6992 5487 51 1505 854 651
internal_count=579421 243001 96084 70 96014 480 453 146917 2225 1038 54 1187 984 956 64 144692 924 806 178 628 597 503 399 192 106 94 51 84 118 207 93 79356 1123 65 64 43 47 79309 106 86 79203 55 55 336420 6992 5487 51 1505 854 651
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=51
num_cat=0
split_feature=3 0 0 4 0 0 6 0 10 9 9 13 4 0 0 11 3 4 8 14 6 6 0 0 8 12 5 10 10 1 14 4 0 0 0 1 5 0 0 7 9 14 3 14 7 14 10 0 0 14
split_gain=2477.35 14313.4 13010.5 7237.66 11092.6 6654.37 6084.25 10322 9240.69 8451.04 7068.08 6894.14 6341.72 11490.5 8774.31 6764.24 7420.88 12105.1 9871.18 10524.2 9659.75 8847.13 11623.8 8339.67 9793.67 13036.1 8940.56 14934.7 8318.34 8281.35 8316.28 8211.53 11653.6 8126.32 7798.28 7671.25 7639.07 11977.6 10133.7 8954.25 9057.7 8620.86 8303.1 8035.41 7961.58 10571.2 9264.8 7406 12121.2 9880.28
threshold=15.500000000000002 902.44223919873673 486.25391403207004 5.5000000000000009 786.8817525320701 486.25391403207004 1.0000000180025095e-35 629.97483169873669 0.22401433691756276 3.5000000000000004 4.5000000000000009 0.75304878048780499 5.5000000000000009 661.35397753207008 769.42615503207003 0.059714795008912663 27.500000000000004 7.5000000000000009 7.5000000000000009 0.30495169082125612 8.5000000000000018 4.5000000000000009 678.88488503206997 799.92030253207008 2.5000000000000004 4.5000000000000009 6.5000000000000009 0.24695121951219515 0.03509852216748769 2970.4994950000005 0.13714733542319751 8.5000000000000018 861.91193253206995 887.39409003207015 738.42092586540343 2775.3070650000004 2.5000000000000004 1082.0615325320703 1046.2061533654035 5.5000000000000009 3.5000000000000004 0.34833164812942369 42.500000000000007 0.15894736842105264 3.5000000000000004 0.091966173361522213 0.23904761904761906 878.39572336540346 869.95145253207011 0.1012820512820513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 7 8 10 -10 -4 -9 14 -14 -8 16 21 18 19 23 -21 31 -23 24 -18 26 27 -26 -24 30 -19 -15 34 -20 -33 -34 38 47 -31 40 42 -41 -39 -44 45 46 -42 48 49 -38
right_child=2 -3 6 4 -6 -7 12 11 9 -11 -12 -13 13 15 -16 -17 17 29 33 20 -22 22 28 -25 25 -27 -28 -29 -30 36 -32 32 35 -35 -36 -37 37 39 -40 41 44 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0089253010986349319 0.59506314098611479 -0.1847833983611582 0.062815397271376569 0.49420210955403565 -0.037505858486827998 0.087930826209286342 -0.028634140244221014 0.03045324640032613 -0.14847546802747469 -0.73232544098014263 -0.62111253115949749 0.15835788752782692 0.093875992486382676 -0.06580448550268117 0.035553424733156785 0.025178535838800704 0.13921919967441893 0.81942094719866254 -2.0154278604121045 0.46225878319586022 -0.94015053726878828 1.3427585743722463 0.4186266187750376 0.13990575242694062 -3.48390973661397 0.59343488762776064 -0.41334564254619183 -0.82227180046694626 -0.41964546291655624 -0.56358065125057843 0.04497961022990566 -0.038741339855484058 0.046606216422491284 -0.24953512914681714 0.31992218063526617 -0.18183888783649671 0.3944488457460299 -0.23776011055250185 -0.0025745538612433286 -0.45004766407685404 0.26041245907545091 -2.0658832436022552 2.3837236781915028 -0.26213141002438289 1.3123491568095758 -0.3420862073928882 2.226662784559386 0.1692885441220294 -1.3048853178322315 -0.20415421391791574
leaf_weight=254312 375 4441 3463 414 9646 15394 31656 79503 3846 265 158 4450 8071 55273 65078 17994 208 209 29 1329 51 42 130 3211 37 48 65 49 1324 677 412 887 3928 257 1915 2349 381 2448 614 117 76 46 24 22 66 195 35 2823 80 998
leaf_count=254312 375 4441 3463 414 9646 15394 31656 79503 3846 265 158 4450 8071 55273 65078 17994 208 209 29 1329 51 42 130 3211 37 48 65 49 1324 677 412 887 3928 257 1915 2349 381 2448 614 117 76 46 24 22 66 195 35 2823 80 998
internal_value=0 -0.00666419 0.00641572 -0.00383673 0.0470034 0.0985708 0.00566703 0.0270503 -0.0835112 -0.186111 0.0329726 0.0372329 -0.00398342 -0.0208283 0.0145482 -0.0302415 -0.0426518 0.0220928 0.142777 0.175472 0.410431 -0.0569157 -0.297322 0.0858531 -0.340592 -0.842103 -1.29843 -1.9674 -0.344697 -0.0470489 0.305621 -0.051327 0.0368121 -0.428594 0.206384 -0.0388833 -0.072509 -0.032909 -0.296766 -0.185093 -0.14409 -0.90605 -0.212748 1.11831 0.316217 0.101365 0.880401 0.0747431 -0.108192 -0.0387679
internal_weight=0 284207 295214 279766 25454 15808 294839 91685 7732 4111 3621 83953 203154 106420 96734 98349 80355 14507 5284 4998 1380 65848 1496 3618 407 199 151 86 1454 9223 621 64352 9079 286 2802 6277 8602 7311 1291 3029 2866 163 2494 46 372 306 111 4282 1459 1379
internal_count=579421 284207 295214 279766 25454 15808 294839 91685 7732 4111 3621 83953 203154 106420 96734 98349 80355 14507 5284 4998 1380 65848 1496 3618 407 199 151 86 1454 9223 621 64352 9079 286 2802 6277 8602 7311 1291 3029 2866 163 2494 46 372 306 111 4282 1459 1379
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=51
num_cat=0
split_feature=7 12 3 4 11 11 14 9 0 0 3 8 11 6 14 1 14 13 11 14 11 0 0 3 0 0 3 14 7 13 12 0 1 9 13 13 11 12 12 1 8 13 11 14 12 10 0 10 12 0
split_gain=2649.14 3613.06 3687.91 9808.45 5172.07 6877.61 10526.9 7059.24 22762.9 13617.6 12408.9 11710.8 10416.5 10388.1 8206.09 9643.7 8651.64 11430.7 8272.56 7960.72 7671.67 6988.16 7833.38 6859.1 7284.83 6830.29 12421.9 20863.1 9749.87 9590.03 8231.5 6608.64 6428.29 5928.31 5901.54 10022 6691.68 6749.23 8058.44 10437.6 7880.68 6750.16 6304.6 5676.98 6541.77 5872.38 12274.6 12718.7 10125.6 13923.3
threshold=3.5000000000000004 17.500000000000004 22.500000000000004 6.5000000000000009 0.059714795008912663 0.063508064516129045 0.091966173361522213 3.5000000000000004 848.40826753207011 993.19139336540354 35.500000000000007 5.5000000000000009 0.09232954545454547 4.5000000000000009 0.11237373737373739 3305.7150050000014 0.096006144393241177 0.25265957446808512 0.09232954545454547 0.25265957446808512 0.067816091954023008 784.69787669873676 714.38894753207012 33.500000000000007 942.50007253207002 899.39907253207002 31.500000000000004 0.12060606060606062 2.5000000000000004 0.080540540540540564 4.5000000000000009 799.92030253207008 3475.2235900000005 2.5000000000000004 0.084523809523809543 0.17752100840336138 0.080540540540540564 4.5000000000000009 3.5000000000000004 3247.4275200000006 1.5000000000000002 0.24068965517241384 0.077935222672064791 1.0000000180025095e-35 12.500000000000002 0.17445652173913045 740.62473128207 0.45584415584415588 6.5000000000000009 997.54235919873679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 43 6 -6 8 11 10 13 14 32 20 16 -16 17 18 -7 -17 -9 22 -19 33 -25 26 28 -28 34 30 -30 -20 -11 -10 -22 42 -37 38 -38 -40 41 -39 -36 -5 45 -45 -47 48 -48 -50
right_child=-2 -3 3 4 5 7 -8 9 23 12 -12 -13 -14 -15 15 19 -18 21 31 -21 25 -23 -24 24 -26 -27 27 -29 29 -31 -32 -33 -34 -35 35 36 37 40 39 -41 -42 -43 -44 44 -46 46 47 -49 49 -51
leaf_value=-0.0016454383332222351 -0.030081808531826754 -0.79459847899382574 0.063257098287684929 0.53792520475849004 -0.5267195497240339 -0.91494774030100923 2.3730417918774389 1.4076414730123901 0.051563525306930251 0.64854720483223605 -2.4719159747362141 -1.7821751615275507 0.13678510527801419 1.5860569255967294 0.60212848195082447 3.2928558263778687 -0.96139478847898285 0.071342065395453041 1.131057440413578 0.8377786016889982 -0.089806397415728115 0.40801964315675926 -1.8366702089707059 1.5768149195777046 0.24356269537103983 0.026701209423216906 0.33117180304093796 -3.78396560142615 -2.1154400162696838 0.81709901476589342 0.42593032305057232 0.1710610887340524 2.4959421811565274 -0.16894549603851935 -2.4708792024850847 1.0126438857573603 -0.13548146432096309 0.11589871987148569 -0.77279251095003865 -3.2170925378799442 -0.83467761686870023 2.5397667479515076 -0.93767156459008294 -0.095603202817496832 1.3348620991195952 -0.27114451937590045 0.16321311500795471 -0.039808868809999731 -0.7979372496754481 0.15389282726827014
leaf_weight=476365 27867 57 32785 176 21 31 31 27 3606 48 25 23 494 31 785 25 58 39 206 28 244 62 48 45 459 462 22 28 25 120 26 110 31 1842 30 36 88 27 58 25 35 20 253 10265 35 1599 6406 13666 271 355
leaf_count=476365 27867 57 32785 176 21 31 31 27 3606 48 25 23 494 31 785 25 58 39 206 28 244 62 48 45 459 462 22 28 25 120 26 110 31 1842 30 36 88 27 58 25 35 20 253 10265 35 1599 6406 13666 271 355
internal_value=0 0.00151987 0.00160215 0.0221931 -0.00959862 0.0550609 1.20198 0.0487975 0.0953661 -0.1104 -0.261687 0.45588 0.307289 -0.226198 0.492859 0.690275 0.194241 0.329376 0.643952 1.99583 -0.263013 -0.403226 -0.981354 0.00965934 0.362603 -0.293105 -0.435584 -1.97331 -0.357685 0.328889 -0.819839 0.796881 1.37347 -0.0229918 -0.501563 -0.677208 -0.262995 -0.444509 -0.802173 -1.50903 0.301352 1.14733 -1.1002 -0.0284877 -0.0315459 -0.0330146 -0.00420029 0.0164222 0.125702 -0.258161
internal_weight=0 551554 551497 75132 42347 9574 52 9522 7367 2155 1582 1415 573 1557 1392 838 554 496 347 53 1526 149 87 5952 504 1499 1037 50 987 171 51 316 79 5448 816 572 289 253 171 83 82 47 283 32773 32597 32562 22297 20698 7032 626
internal_count=579421 551554 551497 75132 42347 9574 52 9522 7367 2155 1582 1415 573 1557 1392 838 554 496 347 53 1526 149 87 5952 504 1499 1037 50 987 171 51 316 79 5448 816 572 289 253 171 83 82 47 283 32773 32597 32562 22297 20698 7032 626
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=51
num_cat=0
split_feature=8 7 12 13 13 0 12 0 5 12 4 6 12 9 0 5 0 14 9 2 1 0 7 1 5 5 6 14 8 10 0 0 12 0 0 3 4 7 10 13 9 3 13 10 0 0 14 1 13 14
split_gain=2695.33 4106.63 4070.92 12491.7 10548.1 9605.88 10025.7 4148.01 3812.34 5806.57 5318.48 3987.47 6714.77 8752.45 6360.93 5122.02 4452.81 4104.2 5562.58 5414.64 8237.37 8419.29 5722.91 5350.35 9642.22 5250.74 4888.39 4605.55 4062.74 4278.58 3978.43 3943.01 3934.43 17001.2 4384.45 4042.49 6946.61 8582.5 12021.9 8053.05 8444.78 11863 10519.7 11245.6 9414.53 17259.4 6762.13 6486.96 7340.05 7030.83
threshold=2.5000000000000004 17.500000000000004 11.500000000000002 0.04819976771196284 0.072299651567944254 1332.1595350320702 13.500000000000002 1118.5409650320703 4.5000000000000009 8.5000000000000018 14.500000000000002 3.5000000000000004 9.5000000000000018 2.5000000000000004 645.81778003207012 18.500000000000004 1462.7090825320704 0.78679653679653694 1.5000000000000002 2.5000000000000004 2775.3070650000004 843.37797003206992 1.5000000000000002 3305.7150050000014 8.5000000000000018 8.5000000000000018 1.5000000000000002 0.82480818414322254 9.5000000000000018 0.43050193050193059 639.78324003207001 984.47344919873672 10.500000000000002 1011.41585003207 1127.0524375320704 28.500000000000004 9.5000000000000018 2.5000000000000004 0.050641025641025648 0.52440476190476204 2.5000000000000004 31.500000000000004 0.19292803970223329 0.72850122850122856 1041.0348750320702 1212.7814533654036 0.084523809523809543 2841.4711600000005 0.85092592592592597 0.68857758620689669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 6 -4 -6 9 -2 11 15 14 -14 -13 17 28 32 19 -19 21 27 -23 30 -25 -22 -24 -21 -16 -30 -20 -17 35 -34 -35 47 -37 38 -38 40 42 -42 -40 -44 46 -46 -43 -10 49 -49
right_child=1 -3 3 4 7 -7 -8 -9 10 -11 -12 12 13 -15 16 31 -18 18 23 20 25 22 26 24 -26 -27 -28 -29 29 -31 -32 -33 33 34 -36 36 37 -39 39 -41 41 44 43 -45 45 -47 -48 48 -50 -51
leaf_value=0.0030453672629831303 -0.037140567543210261 -1.3813724562525751 -0.18746483069844544 3.2409797168913346 1.3353354348313242 1.4326938729394567 -2.85233009159565 -0.2042391773064931 -0.00077238012067077006 -0.47884777882943558 1.5912678922925678 0.39072951227325625 0.093084572201094978 2.5655590209093964 -0.10106830369574048 -0.13152889966964723 0.42792783821813574 -0.06801003915583112 -0.063860858252694816 1.272630652189255 -1.3879509483895651 2.6690096949155517 1.7576848225593567 0.080482489597506646 2.5422514647245409 0.13875060948729515 -0.31189522289094473 0.11757726714547193 -1.2310776899258296 -0.11639560394816928 0.1812170668309494 1.6379946617519154 1.5522666742404303 -2.722479861703786 -0.93980899654530203 0.12166137706443914 -0.35993708293462318 -0.39871603219071405 -0.49783459020811222 -0.88702643237462864 0.047087587783863016 -0.69034179838543597 -0.40397058606147768 2.157271480113268 3.8817612148619989 0.68296794699084373 1.5126564015683375 -0.13068562729557529 1.1962290804924034 -1.1278673105401038
leaf_weight=483104 37389 22 48 21 42 22 20 30 32643 300 21 275 41 22 6367 20 156 3040 815 40 41 26 25 41 26 50 21 252 66 72 3537 34 24 22 37 5266 325 640 114 41 77 22 30 40 37 31 38 3935 41 72
leaf_count=483104 37389 22 48 21 42 22 20 30 32643 300 21 275 41 22 6367 20 156 3040 815 40 41 26 25 41 26 50 21 252 66 72 3537 34 24 22 37 5266 325 640 114 41 77 22 30 40 37 31 38 3935 41 72
internal_value=0 -0.0152749 -0.0149628 0.45624 1.26901 -0.383618 -0.971249 0.693846 -0.0158599 -0.0406565 0.000136457 -0.000435677 -0.0712484 0.956488 -0.0805834 0.00920614 -0.100042 0.00818247 0.0744148 -0.0198563 0.301874 0.514619 1.48315 0.148974 1.0358 -0.549104 0.812877 0.275804 -0.112703 -0.649504 0.135321 0.982616 -0.00388528 -0.691724 -1.60453 -0.00256837 0.0691004 -0.129313 0.099056 0.445969 0.586465 1.02788 0.0946663 1.0596 1.6179 2.42349 0.70489 -0.0155793 -0.134982 -0.148604
internal_weight=0 96317 96295 183 93 90 68 72 96112 37689 58423 58402 6999 63 6936 51403 6661 51349 7914 3495 455 364 72 4419 67 91 46 292 6505 138 4352 54 43435 83 59 43352 6661 1395 755 430 389 205 184 70 128 68 60 36691 4048 4007
internal_count=579421 96317 96295 183 93 90 68 72 96112 37689 58423 58402 6999 63 6936 51403 6661 51349 7914 3495 455 364 72 4419 67 91 46 292 6505 138 4352 54 43435 83 59 43352 6661 1395 755 430 389 205 184 70 128 68 60 36691 4048 4007
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=51
num_cat=0
split_feature=12 2 10 4 14 4 10 10 5 1 0 0 12 10 3 10 0 4 8 10 13 3 2 13 2 7 0 11 4 0 7 14 14 14 13 6 13 10 13 13 1 0 5 14 2 4 12 0 13 1
split_gain=2661.65 6314.72 9430.66 8505.01 6623.37 12417.7 7403.13 4679.15 6741.3 4624.28 4620.61 6882.13 8625.97 9063.08 7742.37 10749.8 4646.53 5964.32 4585.89 13099.4 12537.2 12707.6 12687.2 6636.68 7035.39 9254.72 9359.02 11236 19321.5 6934.94 5587.67 5536.17 4682.54 9726.83 4574.61 6637.92 7268.19 4935.81 12461.5 9056.9 9328.09 5471.54 4779.93 4534.46 4479.75 5030.74 4390.53 4385.42 4378.41 4300.2
threshold=6.5000000000000009 2.5000000000000004 0.3133928571428572 8.5000000000000018 0.29864864864864871 6.5000000000000009 0.97894503546099298 0.95553359683794481 5.5000000000000009 3001.4799050000006 1362.6909100320706 1063.5212350320703 7.5000000000000009 0.58434959349593507 37.500000000000007 0.39009661835748799 960.44235003207029 9.5000000000000018 3.5000000000000004 0.18834459459459463 0.067424242424242428 35.500000000000007 3.5000000000000004 0.21807065217391305 3.5000000000000004 1.5000000000000002 867.39038253207002 1.0000000180025095e-35 6.5000000000000009 818.3761091987368 2.5000000000000004 0.059714795008912663 1.0000000180025095e-35 0.091966173361522213 0.13100686498855837 2.5000000000000004 0.15504807692307696 0.61651583710407254 0.18301435406698566 0.27386363636363642 3383.3926800000004 911.92921503207015 4.5000000000000009 0.053342816500711245 3.5000000000000004 1.0000000180025095e-35 12.500000000000002 935.44215503206999 0.24695121951219515 2350.1179550000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 18 4 6 7 34 -6 -9 46 11 12 16 -14 15 -13 17 -5 -3 23 22 47 -21 24 -20 26 29 28 -28 -26 -27 -29 -32 -34 44 37 -37 39 41 40 -36 43 -43 -39 -4 -46 -2 -22 -25 -45
right_child=1 2 3 10 5 -7 -8 8 -10 -11 -12 14 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 48 25 30 27 31 -30 -31 32 -33 33 -35 35 36 -38 38 -40 -41 -42 42 -44 49 45 -47 -48 -49 -50 -51
leaf_value=0.0012712272355188167 -0.13499081044783945 -0.036783278164146359 0.011664460760514889 -0.69338335494200398 0.6617747936431968 -0.94426049656338162 -1.718152425234968 2.876537247657776 0.41337408304214479 0.23767879385354679 0.86057340791148518 1.5307994501157243 -0.35320653373544869 1.8732015746395765 -2.2766340708732606 -0.81837370500187667 -1.1673755578561262 1.3681549061899601 0.068294211968335267 -0.905678638474395 -1.813215821236372 1.6732525802850724 -3.4304981076432508 1.614383457042277 -0.29352325604807949 -1.6746420907068857 4.0905748891830447 0.71380858105240452 -0.20398048704320734 -2.3266807794570923 0.82148824930191044 -1.0677325497054169 -2.3026797473430634 0.0020583211741548903 -0.20009131152182819 -0.19396501254227203 1.0867467616716129 -0.45420321406740127 -0.037174337924889965 1.032732146653262 -2.3486193104223774 0.76324451433287732 2.3250933831687584 0.012349447863442558 -1.061699543090967 0.35776579073602144 -1.0410533199500707 -0.15765345916152002 0.21440907295893982 1.3948107371018048
leaf_weight=559730 5566 7255 2878 36 218 45 22 25 20 337 31 22 33 41 30 170 55 23 436 48 32 25 34 32 62 79 20 33 22 23 20 37 30 47 248 59 178 33 317 55 22 36 43 35 26 629 54 32 74 63
leaf_count=559730 5566 7255 2878 36 218 45 22 25 20 337 31 22 33 41 30 170 55 23 436 48 32 25 34 32 62 79 20 33 22 23 20 37 30 47 248 59 178 33 317 55 22 36 43 35 26 629 54 32 74 63
internal_value=0 -0.0361355 0.00116018 0.104215 0.14169 0.590767 0.111907 0.853414 1.7818 -0.122122 -0.316602 -0.405608 0.039604 0.880344 -0.782635 -0.549198 -0.506139 0.110267 -0.0654712 -0.25712 -1.0605 -0.238612 -1.95256 -0.10698 -0.204466 -0.523295 -0.0524802 0.547978 1.84105 -0.843672 -1.05029 -0.227863 -0.541793 -0.895892 0.120617 0.29981 0.76792 0.169596 0.358611 -0.136898 -0.375157 0.956059 1.61336 0.559669 0.0653838 0.301421 -0.143697 -0.985435 0.637043 0.901075
internal_weight=0 19691 13734 5393 4952 308 4644 263 45 5957 441 410 188 74 222 192 114 59 8341 1086 171 89 82 915 809 373 197 112 42 85 176 70 97 77 4622 1089 237 852 527 325 270 210 79 131 3533 655 5620 64 106 98
internal_count=579421 19691 13734 5393 4952 308 4644 263 45 5957 441 410 188 74 222 192 114 59 8341 1086 171 89 82 915 809 373 197 112 42 85 176 70 97 77 4622 1089 237 852 527 325 270 210 79 131 3533 655 5620 64 106 98
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=51
num_cat=0
split_feature=8 6 14 5 3 1 1 3 0 5 6 0 0 5 0 9 10 0 4 1 3 13 10 10 9 14 14 4 1 0 7 5 0 8 12 9 1 13 2 6 0 10 0 6 7 10 0 9 0 0
split_gain=2504.61 4089.47 6778.52 3954.58 3809 8005.3 7338.82 7224.52 9245.41 7103.38 7094.92 17319.7 9440.3 6983.31 6750.25 6091.62 5612.29 5506.37 7843.77 8166.95 5711.33 5354.6 5288.97 11470.3 11228.4 9401.65 10726.3 9360.25 9188.57 8779.14 7507.32 6752.01 14686 9062.97 8519.59 9983.19 7479.54 6930.61 10040.7 9863.45 10735 7461.73 7314.99 15698.4 16015.7 7204.22 12439.7 12543.4 6779.33 8734.79
threshold=3.5000000000000004 10.500000000000002 0.10435571687840291 4.5000000000000009 16.500000000000004 1995.0656800000004 1987.94217 19.500000000000004 562.62723503207019 6.5000000000000009 1.5000000000000002 626.28909503207012 797.48407503207011 6.5000000000000009 1063.5212350320703 2.5000000000000004 0.5270467836257311 902.44223919873673 6.5000000000000009 1895.9689450000003 15.500000000000002 0.050641025641025648 0.23606811145510839 0.43534002229654406 3.5000000000000004 0.036375661375661381 0.063164893617021281 4.5000000000000009 3757.3374450000006 726.36952003207 4.5000000000000009 9.5000000000000018 902.44223919873673 2.5000000000000004 2.5000000000000004 1.5000000000000002 3193.0687900000007 0.14459930313588851 3.5000000000000004 2.5000000000000004 971.95500003207007 0.91779279279279291 975.99820503207002 2.5000000000000004 3.5000000000000004 0.69337606837606847 988.52755753207009 2.5000000000000004 938.81247003207011 960.44235003207029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 15 13 10 9 -9 14 16 21 17 -7 -6 -12 18 19 -1 -19 -13 -10 25 27 -24 -27 -25 -26 -29 -28 37 -33 34 -34 -36 -35 38 39 45 41 -41 -40 -44 -45 46 47 -31 -49 -50
right_child=1 2 -4 -5 5 7 -8 8 22 -11 11 12 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 23 24 28 26 30 29 -30 31 -32 32 33 36 35 -37 -38 -39 42 40 -42 -43 43 44 -46 -47 -48 48 49 -51
leaf_value=-0.0060417576440328913 -0.094756772769729214 -2.3522969937324527 -0.077856982695428956 -0.0094681988924649671 0.035137070743360803 0.012624164445705556 -0.20511722553419331 -0.25538275395962956 -0.0057052590455714293 -1.3970842458804449 0.54495998997097972 -0.48480831269824176 -0.035547963771195054 0.30970286833987926 -0.098768483543907271 0.14189925233980077 -0.42109707903993487 -0.15962603155185515 0.094476879928535429 0.17118400477537343 -0.024666242634691089 -0.1805219527105128 0.54615226227186919 0.10323182663521949 -0.25105552703525702 -0.11756110339555775 0.14196518562367619 -0.17166200182881952 -1.8544868396746148 -0.43266593644615636 -0.18894996587922308 -1.7189730961557848 -0.33723950412343529 -0.035283523855301056 0.24873544229194522 2.7373645071630128 -1.8415641165361174 0.053746123306809404 0.20977478870037169 -0.23630618453558805 -0.067801289812717977 -0.75604513629042325 2.8972160072037667 -1.2893189609050753 2.2647578035082137 0.032720605034384488 0.069059234157555383 0.21784130790456147 -1.8196492551267149 0.069840380407515029
leaf_weight=286639 6364 20 38 37302 36849 29251 1825 594 57517 60 520 654 5989 708 6683 6251 68 4378 8246 2624 11050 4997 474 10587 1049 2084 13587 2842 37 1599 722 71 68 52 40 27 41 20649 728 664 2003 473 33 32 21 10392 1848 568 40 63
leaf_count=286639 6364 20 38 37302 36849 29251 1825 594 57517 60 520 654 5989 708 6683 6251 68 4378 8246 2624 11050 4997 474 10587 1049 2084 13587 2842 37 1599 722 71 68 52 40 27 41 20649 728 664 2003 473 33 32 21 10392 1848 568 40 63
internal_value=0 -0.023013 -0.862147 -0.0218984 0.00187834 0.0119706 -0.005167 0.00256582 0.0149076 -0.360126 -0.0304822 -0.0962778 -0.123027 -0.00400356 -0.00809262 0.0506213 0.433239 -0.0047133 -0.00169259 -0.00443408 -0.0629638 -0.215738 0.0168192 0.0351193 0.0126077 0.107093 0.0943977 0.0191493 -0.305684 -0.0019181 0.125268 0.0103221 -0.463077 -0.0719864 0.451304 1.25162 -0.831601 0.013941 -0.0305745 -0.046411 -0.207109 -0.452521 0.312808 1.185 0.1189 -0.0116355 -0.123571 -0.28039 0.0824856 -0.663942
internal_weight=0 43724 58 43666 535697 220227 315470 177127 128965 654 48162 12228 11640 313645 35934 43100 588 312937 297509 289263 15428 5651 128311 70794 53927 16867 16393 52841 1086 42254 14309 39412 299 228 135 67 93 39113 18464 17650 3140 1137 814 86 53 14510 4118 2270 671 103
internal_count=579421 43724 58 43666 535697 220227 315470 177127 128965 654 48162 12228 11640 313645 35934 43100 588 312937 297509 289263 15428 5651 128311 70794 53927 16867 16393 52841 1086 42254 14309 39412 299 228 135 67 93 39113 18464 17650 3140 1137 814 86 53 14510 4118 2270 671 103
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=51
num_cat=0
split_feature=7 3 1 4 14 9 4 1 7 4 4 1 0 14 4 14 4 13 13 0 0 12 4 9 6 5 8 10 7 0 13 3 10 14 7 6 9 3 8 13 1 14 10 4 0 0 8 5 14 0
split_gain=2770.31 3247.46 5277.26 7219.03 6845.79 9076.53 8175.29 13843.4 7775.98 7493.9 7668.73 9605 16010.6 6088.14 5565.03 4848.74 6932.53 6649.75 11921.5 6579.02 5648.39 4791.75 13620.2 9729.11 9996.4 7897.84 7063.01 10600.1 6837.5 6983.64 7693.9 6820.68 4826.71 6891.81 5967.79 4673.46 4567.42 4547.25 4522.92 4503.29 4474.98 4901.93 7791.02 8692.84 7370.82 4615.28 5020.12 4285.98 4260.61 8357.98
threshold=1.5000000000000002 32.500000000000007 3193.0687900000007 12.500000000000002 0.3373983739837399 4.5000000000000009 11.500000000000002 3383.3926800000004 3.5000000000000004 3.5000000000000004 7.5000000000000009 3383.3926800000004 867.39038253207002 0.67054263565891481 6.5000000000000009 0.12632978723404256 8.5000000000000018 0.13100686498855837 0.17752100840336138 848.40826753207011 837.92518003206999 4.5000000000000009 8.5000000000000018 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.30860805860805868 2.5000000000000004 1088.5892550320702 0.16064516129032261 30.500000000000004 0.90550595238095244 0.21807065217391305 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 31.500000000000004 2.5000000000000004 0.03509852216748769 3305.7150050000014 0.39208074534161497 0.96922348484848497 4.5000000000000009 1088.5892550320702 861.91193253206995 2.5000000000000004 8.5000000000000018 0.28759398496240607 856.39868169873671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 21 9 -8 15 -6 11 14 -13 -12 36 17 19 38 -19 -17 -20 32 48 24 26 -25 27 31 -26 30 -30 -24 34 -34 -4 -33 -11 -36 -7 -29 41 45 43 -43 -44 46 -3 -45 -23 -50
right_child=1 40 4 -5 6 8 7 -9 -10 10 13 12 -14 -15 -16 16 -18 18 20 -21 -22 22 23 25 28 -27 -28 39 29 -31 -32 35 33 -35 37 -37 -38 -39 -40 -41 -42 42 44 47 -46 -47 -48 -49 49 -51
leaf_value=0.0042021409585278639 -0.011143539974129353 -0.46210675771263515 0.11954066067513439 1.2847508740979574 -2.2181047904750577 -0.071916734542645203 2.1115029774167957 -0.8625834123841648 -1.0328823070973159 -0.47119499797178882 -0.47294056208338592 -3.0076312555716589 0.16458108076235145 -1.3915365425956459 0.81487752948294989 0.29821110157405628 0.99865048304200177 3.2829538689719309 -0.057987379696634082 -1.7926453262705495 1.7834950202895747 -0.051080206687570739 -0.84511947296238665 -2.5773176640272144 -0.33511179481532166 -0.86071309991858225 -0.44653560009178705 0.42886441908776762 -1.152987216949463 -0.74275412005749919 -3.7844335007667542 -0.36380007326602937 -0.17770929125824361 -1.9801147840641165 -1.9050420799220984 1.6694767465671667 0.8082363312181674 -0.052176628510157266 1.5690905836495488 2.1615480935573581 0.085044235586547903 -1.711350907972365 1.5609307713942095 -0.79902615308761593 -0.64135589684758876 -0.67277032818967175 1.1993165288240679 1.0561760497815682 -0.68766593660997311 1.7398468076377303
leaf_weight=423144 144987 44 1426 43 23 71 34 29 32 105 448 26 41 86 110 34 46 27 36 27 31 1413 58 32 157 165 149 24 25 74 20 20 99 27 26 26 38 27 22 40 5633 33 55 20 21 243 31 33 23 37
leaf_count=423144 144987 44 1426 43 23 71 34 29 32 105 448 26 41 86 110 34 46 27 36 27 31 1413 58 32 157 165 149 24 25 74 20 20 99 27 26 26 38 27 22 40 5633 33 55 20 21 243 31 33 23 37
internal_value=0 -0.0113779 -0.0142864 -0.0107593 -0.113924 -0.0592558 -0.357836 0.742479 0.447478 -0.436879 -0.388906 -0.00180173 -1.06643 -0.620879 0.280135 0.608606 0.0717353 0.915799 1.50894 -0.62725 0.794042 -0.101964 -0.195698 -0.530693 -0.328424 -1.13955 0.0546824 0.499215 -0.768441 -1.34014 -2.32252 -0.123909 0.0301986 -0.563939 0.0808148 0.785443 -0.131206 -0.961129 0.316279 1.51179 0.0600685 -0.233033 0.2147 -0.437224 0.952404 -0.461123 0.224615 0.3561 -0.0160342 0.8093
internal_weight=0 156277 150164 145030 5134 4194 940 63 326 877 854 320 67 534 253 294 107 187 94 61 67 3868 2263 790 593 197 317 168 276 119 45 104 1605 126 1479 46 143 53 93 64 6113 480 162 86 76 318 75 53 1473 60
internal_count=579421 156277 150164 145030 5134 4194 940 63 326 877 854 320 67 534 253 294 107 187 94 61 67 3868 2263 790 593 197 317 168 276 119 45 104 1605 126 1479 46 143 53 93 64 6113 480 162 86 76 318 75 53 1473 60
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=51
num_cat=0
split_feature=8 12 3 0 5 9 4 3 4 14 10 10 13 11 8 12 14 12 0 7 3 5 1 13 13 11 9 0 0 4 0 0 6 7 4 10 1 6 8 7 0 0 8 11 6 14 9 7 1 3
split_gain=2484.71 3578.63 4404.02 5483.57 6017.7 4942 10676.5 15340 10879.7 12051.2 10059.6 15266.3 10002.1 7713.96 10793.6 15265.1 10202 13813.7 10165 10114.1 8549.54 14485.7 12535.3 7847.53 11090.2 7252.68 7179.17 7541.1 6726.1 6640.8 6493.29 9253.07 9719.01 6316.65 6145.43 9256.92 6120.29 16316.9 10511.3 8672.25 5824.48 5812.57 9446.14 5717.36 5528.57 10007.6 19862 7728.22 6868.01 6645.88
threshold=1.0000000180025095e-35 6.5000000000000009 30.500000000000004 1362.6909100320706 1.5000000000000002 3.5000000000000004 10.500000000000002 41.500000000000007 12.500000000000002 0.1012820512820513 0.28759398496240607 0.39339826839826847 0.053342816500711245 0.087595907928388769 1.5000000000000002 5.5000000000000009 0.28759398496240607 3.5000000000000004 896.11410003207016 6.5000000000000009 34.500000000000007 7.5000000000000009 3305.7150050000014 0.053342816500711245 0.14459930313588851 0.21132376395534294 4.5000000000000009 1015.5416250320701 964.0890050320703 7.5000000000000009 887.39409003207015 956.7117450320701 2.5000000000000004 2.5000000000000004 8.5000000000000018 0.16441441441441443 3585.7070200000003 1.5000000000000002 2.5000000000000004 1.5000000000000002 949.46177836540335 850.91795503206993 2.5000000000000004 0.20256410256410259 1.0000000180025095e-35 0.087595907928388769 2.5000000000000004 1.0000000180025095e-35 3585.7070200000003 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 44 7 13 10 -10 12 -12 -8 16 -15 18 19 23 -16 20 22 34 -7 -18 -25 30 27 28 -23 -19 -14 -32 -33 -31 -22 -36 41 38 -38 -39 -20 42 -24 -17 45 46 49 -47 -48 -6
right_child=1 -3 3 -5 5 6 8 -9 9 -11 11 -13 25 14 15 43 17 29 40 -21 21 26 36 24 -26 -27 -28 -29 -30 33 31 32 -34 -35 35 -37 37 39 -40 -41 -42 -43 -44 -45 -46 47 48 -49 -50 -51
leaf_value=0.0092956753567810611 -0.0044056148721230018 -0.053397120019206851 -1.0461272225081921 0.38455557613206948 0.74943579449210063 2.0931435193334305 0.51747443326588338 -2.1043903198242186 2.5256505065494115 0.023235508877394805 2.8144627202640882 -0.87020075062046898 -2.8621636243029074 -1.0465965769229792 -1.26802486350139 2.5297105262356423 2.4231460725380618 0.10531798057696398 1.2934144871990856 -0.90822111209588385 1.2590002499307906 0.70293973425160283 -1.8791749210584734 -1.224473163485527 0.95277649712288515 -0.01611799537204206 2.1620023096601169 1.2521994563937189 -1.5869813943731375 -0.53609851965537436 0.10576209592819215 -0.87234117269421674 -2.7854553711414338 -2.4317800764925779 2.0055081148405334 4.6757754540443424 -0.29119396734237674 1.6222644922468399 -3.325978717349825 -0.31998327018177891 -0.18206251337156668 0.90435085215351807 1.1574730730056764 0.7648206297556559 -0.013590836508192978 -1.5578895502620274 1.4118201986948651 0.19556906406286656 3.5894796379974916 -1.2302318064229829
leaf_weight=192178 364002 14475 50 513 43 49 58 25 27 67 22 23 22 78 60 31 22 51 41 35 35 23 21 32 87 64 24 40 29 39 50 79 40 32 37 20 25 45 21 47 77 209 20 45 5931 27 30 364 28 28
leaf_count=192178 364002 14475 50 513 43 49 58 25 27 67 22 23 22 78 60 31 22 51 41 35 35 23 21 32 87 64 24 40 29 39 50 79 40 32 37 20 25 45 21 47 77 209 20 45 5931 27 30 364 28 28
internal_value=0 -0.00461319 -0.00271885 0.0673228 0.0476039 0.0542705 0.203211 0.348771 -0.215438 0.742014 -0.466836 0.93119 -0.66783 0.396872 -0.0176714 0.298298 0.54282 0.0139317 -0.20826 0.747375 0.837214 1.36493 0.586035 0.688068 0.367298 -0.937428 0.621734 0.219925 -0.574132 -0.765193 -1.24614 -1.03577 -1.5154 -1.39049 2.302 2.94244 0.395705 -0.13886 -1.67664 0.630029 0.330603 0.690784 -0.397883 1.48471 0.0138205 0.326468 1.09023 0.0744862 2.4631 -0.0312782
internal_weight=0 387243 372768 8766 8253 8203 1752 1300 452 94 358 45 313 1275 332 254 943 263 178 680 645 208 437 141 119 255 116 92 52 122 191 169 119 71 92 57 388 138 46 92 118 250 41 76 6451 520 129 391 58 71
internal_count=579421 387243 372768 8766 8253 8203 1752 1300 452 94 358 45 313 1275 332 254 943 263 178 680 645 208 437 141 119 255 116 92 52 122 191 169 119 71 92 57 388 138 46 92 118 250 41 76 6451 520 129 391 58 71
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=51
num_cat=0
split_feature=7 4 13 13 11 1 6 14 10 14 0 10 1 9 4 14 14 14 13 13 5 1 0 14 14 5 0 13 3 0 0 6 10 6 10 3 5 13 5 14 0 14 14 10 11 14 4 0 6 0
split_gain=2395.33 2816.07 4830.98 10100.9 8644.64 6752.31 7272.83 6795.33 6068 6525.58 7122.24 6458.6 5905.79 10524.1 11909.4 10720.6 9807.62 7781.6 6112 7583.26 5610.29 4773.63 15020.1 12192.6 13656.7 10068.6 9378.05 7480.9 7124.64 12090.4 15981.4 8206.97 7430.95 12085.8 11287.7 17947.2 6923.38 10642.1 8850.09 9353.24 6567.32 7576.75 6531.06 9747.12 6432.48 5998.23 5634.47 4964.87 8978.53 6160.78
threshold=1.0000000180025095e-35 7.5000000000000009 0.031754032258064523 0.028991596638655467 0.030776515151515155 2440.1592950000004 6.5000000000000009 0.74679487179487192 0.31698564593301443 0.43050193050193059 960.44235003207029 0.091966173361522213 3757.3374450000006 4.5000000000000009 8.5000000000000018 0.14119601328903655 0.029857397504456332 0.20881782945736438 0.077935222672064791 0.1856158484065461 4.5000000000000009 3585.7070200000003 1102.5722025320704 0.30116279069767443 0.14119601328903655 7.5000000000000009 984.47344919873672 0.065942028985507259 24.500000000000004 867.39038253207002 738.42092586540343 4.5000000000000009 0.1126984126984127 4.5000000000000009 0.067424242424242428 27.500000000000004 4.5000000000000009 0.19139194139194141 3.5000000000000004 0.15075757575757578 875.42535503207012 0.13100686498855837 0.91833333333333345 0.88762626262626265 0.096006144393241177 0.27386363636363642 5.5000000000000009 890.40783836540334 4.5000000000000009 896.11410003207016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 5 -5 -3 7 8 11 -10 -11 -7 -4 14 -14 16 -16 -17 -18 -20 -13 28 23 24 25 27 -27 -23 -1 30 31 -30 33 34 36 -36 37 38 39 44 41 -31 43 -34 -32 -35 -40 48 -42 -49
right_child=-2 2 12 4 -6 6 -8 -9 9 10 -12 20 13 -15 15 17 18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 40 32 -33 42 45 35 -37 -38 -39 46 -41 47 -43 -44 -45 -46 -47 -48 49 -50 -51
leaf_value=0.0030309644541770923 -0.0054644755714962833 0.24600912588929408 0.063023212612404664 -2.736982032987807 -0.1563666868209839 0.07086360952769867 1.5086096545924312 -1.3673730435154656 -0.1246133476871087 2.4333729863166811 0.064520144462585458 -0.60985705727601758 1.9160250073985052 2.434069287335431 -1.4572127340734005 -2.4968413333892823 2.3959672502849414 -0.069542535713740763 -0.65037712449828788 1.5798616097819422 -1.8874128471250122 -0.93075450563684425 0.37432235135634739 -3.2392520541236518 1.249381606578827 1.0921889182059996 -1.6852564740180971 -2.8176409357472472 0.21363452267656224 2.6919575971105827 1.2456542905081402 1.4635976250623428 0.17873956564899601 2.243642552495003 -0.45896196151152258 -3.9597654589900269 -0.16896683122981249 -2.6746430974832038 -3.1040401184558868 -1.4081266153976322 0.015434893846511841 0.3923668683359498 -1.7760327191579912 -1.498853245534395 -0.73827005143348989 -0.10121985748410225 -0.85214769220352182 1.4827982156704635 -2.323929678258442 0.21802484614822437
leaf_weight=224989 336420 431 11560 27 25 99 23 55 397 22 30 136 38 27 20 25 23 28 30 31 46 47 150 21 30 31 20 38 316 23 44 63 391 20 32 27 201 32 20 40 75 38 21 38 26 24 25 39 21 3086
leaf_count=224989 336420 431 11560 27 25 99 23 55 397 22 30 136 38 27 20 25 23 28 30 31 46 47 150 21 30 31 20 38 316 23 44 63 391 20 32 27 201 32 20 40 75 38 21 38 26 24 25 39 21 3086
internal_value=0 0.00756523 0.052712 -0.130932 -1.4963 -0.0736282 -0.244128 -0.295482 -0.214723 0.0133593 1.06673 -0.579167 0.0728345 0.58373 0.327529 -0.056948 0.532956 -1.21449 1.00681 0.483023 -0.932756 0.00499833 -0.371091 -0.969016 -0.681817 -1.10782 0.00299465 -1.7743 0.00555036 0.128722 -0.126859 0.421412 -0.347683 -0.616708 -0.772365 -2.06102 -0.576409 -1.01435 -0.671586 -0.188285 0.231515 1.25943 -0.0541465 0.0301416 0.508768 0.964627 -1.85299 0.212049 -0.496301 0.233809
internal_weight=0 243001 13073 1291 52 1239 808 785 730 449 52 281 11782 222 195 157 104 53 84 61 182 229928 337 187 166 136 51 85 229591 4602 1320 379 941 491 447 59 388 187 155 110 3282 61 450 429 70 44 45 3221 96 3125
internal_count=579421 243001 13073 1291 52 1239 808 785 730 449 52 281 11782 222 195 157 104 53 84 61 182 229928 337 187 166 136 51 85 229591 4602 1320 379 941 491 447 59 388 187 155 110 3282 61 450 429 70 44 45 3221 96 3125
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=51
num_cat=0
split_feature=8 0 10 0 1 4 1 13 3 2 14 9 14 10 10 3 10 10 0 12 14 13 5 13 10 9 5 1 0 12 7 1 6 3 7 6 10 0 0 14 10 6 10 6 0 14 10 3 0 0
split_gain=2414.88 6704.45 7723.24 3956.72 4378.49 3955.11 6026.52 5243.59 5959.71 5794.27 12791.4 16000.1 10095.3 5072.7 4855.27 3960.2 3611.32 7141.84 4373.63 3396.86 4779.54 4626.57 4710.1 5519.55 5890.12 5359.48 4582.12 7798.1 5992.29 5612.11 4395.9 3922.22 3745.46 4975.96 3272.4 3133.61 2794.94 3681.66 3392.71 2827.93 2667.19 2662.2 2576.64 2620.69 3751.31 3473.92 3743.28 2489.93 10431.2 7007.86
threshold=7.5000000000000009 752.38887753207007 0.68237250554323736 793.40564253207015 2277.1025750000003 2.5000000000000004 2626.2240200000001 0.11237373737373739 41.500000000000007 3.5000000000000004 0.059714795008912663 2.5000000000000004 0.15894736842105264 0.65450928381962881 0.97100840336134464 40.500000000000007 0.03509852216748769 0.096006144393241177 698.35489753207014 3.5000000000000004 0.77032967032967048 0.48331479421579543 9.5000000000000018 0.29520697167755999 0.35805860805860812 1.5000000000000002 11.500000000000002 3383.3926800000004 1057.5680575320705 4.5000000000000009 1.5000000000000002 2940.4779350000003 3.5000000000000004 32.500000000000007 1.5000000000000002 1.5000000000000002 0.27386363636363642 945.96035253207003 997.54235919873679 0.18301435406698566 0.57979626485568769 2.5000000000000004 0.967204301075269 1.0000000180025095e-35 1118.5409650320703 0.49390243902439029 0.43050193050193059 21.500000000000004 569.77478253207005 1144.5916150320702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=47 2 16 4 -3 6 -5 9 15 14 -11 -12 -13 -8 42 19 -2 -18 35 20 21 22 -9 32 -25 -26 27 29 -29 -21 -28 -22 33 -24 -20 -19 -23 39 -39 -38 -31 -6 43 -7 45 -45 -47 49 -49 -1
right_child=1 3 -4 5 41 7 13 8 -10 10 11 12 -14 -15 -16 -17 17 18 34 26 31 36 23 24 25 -27 30 28 -30 40 -32 -33 -34 -35 -36 -37 37 38 -40 -41 -42 -43 -44 44 -46 46 -48 48 -50 -51
leaf_value=-0.0010922774376540161 1.5231974146195821 0.32509018802642825 -0.63262902274727828 -0.16329335517041199 -1.6664299922436479 0.5573817979780179 -0.52183303494711175 -0.24859660901521383 -1.5173811047366172 3.045775670096988 2.1333081460360326 0.84834669006281893 -1.6291151144002614 -1.8978001305035184 -1.2327250355790402 1.0668236906711872 -1.104859494107465 0.8376910441062031 2.0870189353823663 -0.85966241152491429 -0.28744060774177516 -0.78172655171171457 0.078504509321953131 -0.068581188502519028 0.95129219532012943 2.956188421448072 -0.6049672282877423 -2.7230119968282764 -0.70714026272296904 1.4620889827236534 1.4665618562698366 -1.437787207719442 -0.87235242128372192 1.7301840861638387 0.56006577968597415 -0.60530755034199468 1.6393020376563072 -1.4992721125110986 -0.064948870102934389 -0.042343165874481205 -0.11691015466399815 -0.3241594585505399 1.2143854105472567 -0.8911757712746845 0.23823337989871379 -0.84734812796115877 0.95765648594609021 -0.82491741874129387 0.015186103337830773 -0.092395284991937832
leaf_weight=459979 42 25 56 281 45 79 74 95 33 21 33 29 38 42 29 26 24 34 32 64 149 72 76 23 30 24 21 29 30 20 20 37 26 24 25 27 20 20 94 20 23 22 20 81 154 20 27 148 108495 8563
leaf_count=459979 42 25 56 281 45 79 74 95 33 21 33 29 38 42 29 26 24 34 32 64 149 72 76 23 30 24 21 29 30 20 20 37 26 24 25 27 20 20 94 20 23 22 20 81 154 20 27 148 108495 8563
internal_value=0 -0.103722 0.395645 -0.163766 -0.804278 -0.132817 -0.413624 -0.0588425 -0.19643 0.19405 0.802117 0.330948 -0.556781 -1.02003 0.0145959 -0.150204 0.708598 0.467661 0.787495 -0.184711 -0.0807883 0.0737921 0.33256 0.60453 1.27156 1.84236 -0.54116 -0.774983 -1.69799 -0.266033 0.405535 -0.516273 0.196902 0.474908 1.4173 0.198987 -0.267415 -0.0269575 -0.316585 0.798479 0.617508 -1.22568 0.109536 0.0483258 -0.094282 -0.49434 0.189569 0.000401817 0.0140417 -0.00276092
internal_weight=0 2236 240 1996 92 1904 397 1507 976 531 121 100 67 116 410 943 184 142 118 917 710 524 298 203 77 54 207 166 59 107 41 186 126 100 57 61 226 154 114 40 43 67 381 361 282 128 47 577185 108643 468542
internal_count=579421 2236 240 1996 92 1904 397 1507 976 531 121 100 67 116 410 943 184 142 118 917 710 524 298 203 77 54 207 166 59 107 41 186 126 100 57 61 226 154 114 40 43 67 381 361 282 128 47 577185 108643 468542
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=51
num_cat=0
split_feature=12 11 10 0 0 11 1 14 9 11 8 13 8 0 0 14 3 10 11 3 14 1 14 14 0 0 2 14 14 14 7 0 13 4 7 0 14 9 14 0 0 3 14 14 0 5 10 10 6 1
split_gain=2352.58 5206.6 5022.29 4914.9 6265.61 10332.4 9054.91 6898.27 6076.39 11147.8 6060.34 5367.81 8170.86 5904.6 7635.83 5285.71 5000.33 4901.81 5744.84 6829.97 6561.92 9380.67 4827.62 4733.95 4587.17 6735.14 4574.97 9516.36 10519.2 7437.24 6396.7 6015.87 4518.91 4389.15 6427.38 8993.49 7173.2 12482.7 6491.72 6396.18 5778.44 12768.4 6534.78 9880.17 9800.52 8925.15 5840.84 8831.42 5705.29 5664.19
threshold=4.5000000000000009 0.58957219251336912 0.97259759759759767 557.80965503207005 738.42092586540343 0.24190177638453506 3305.7150050000014 0.40270270270270275 3.5000000000000004 0.21807065217391305 6.5000000000000009 0.29864864864864871 2.5000000000000004 993.19139336540354 971.95500003207007 0.037749287749287756 19.500000000000004 0.65058139534883741 0.43875000000000003 26.500000000000004 0.16869918699186995 2248.0378300000007 0.043961352657004842 0.21807065217391305 1228.1295425320702 1020.5262783654035 3.5000000000000004 0.080540540540540564 0.059714795008912663 1.0000000180025095e-35 1.0000000180025095e-35 848.40826753207011 0.087595907928388769 8.5000000000000018 1.0000000180025095e-35 837.92518003206999 0.16869918699186995 3.5000000000000004 0.040408163265306128 823.07804336540346 1015.5416250320701 33.500000000000007 0.11237373737373739 0.10435571687840291 1135.5863325320704 4.5000000000000009 0.24695121951219515 1.0000000180025095e-35 1.5000000000000002 3247.4275200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 33 -7 11 10 -10 17 13 -13 14 -8 -11 -17 18 19 -5 -20 -22 -4 -21 25 -24 -3 28 29 31 -29 -28 -16 -6 35 38 40 -38 -35 -40 41 46 43 45 49 -42 47 48 -37 -44
right_child=1 26 22 4 5 6 7 -9 9 15 -12 12 -14 -15 32 16 -18 -19 20 23 21 -23 24 -25 -26 -27 27 30 -30 -31 -32 -33 -34 34 -36 36 37 -39 39 -41 42 -43 44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.002476593120990031 -0.19507509895310959 -0.085554520556555214 -0.60243193229039516 0.13173383163594884 -0.023836652729233548 0.049017950562218818 0.14881456670182239 1.9713375996108409 -0.037463630605056107 0.11844056921127516 -1.6167282189641679 2.2133940073283944 0.049055941583532277 0.51496680859232047 -2.2198697613633196 -0.13408048944547774 -1.5813375433233192 -0.0081070818972932921 -0.090846882949973284 1.0969022935553761 0.016808494329452514 -2.7226326084136967 0.17381999379112609 -0.32795124752768157 0.34231512492679689 2.5088260777791342 1.785800195875622 -2.4093669118552374 1.8644243914220071 -1.2359407782250522 -0.73497675618278646 -0.45322296289461 -0.16458439260721208 2.2593543862303096 -0.17772147252594783 -1.3473122091487397 0.13284361557949573 2.1193750352472871 0.18216748449664852 1.7410939527336848 -0.30016513354871632 -2.7002604651451114 -0.58686613436965718 2.1878833508491518 0.12514062420215827 0.88748468858065077 -0.81940201014973413 1.0552430909255457 0.35903321173455982 -2.8584130359732587
leaf_weight=503379 1403 6079 30 7525 44753 3356 347 27 1678 39 21 37 33 488 23 32 94 3911 234 119 25 25 21 29 83 30 21 29 27 49 107 28 20 24 4167 43 218 37 130 33 182 25 21 25 71 97 129 58 36 23
leaf_count=503379 1403 6079 30 7525 44753 3356 347 27 1678 39 21 37 33 488 23 32 94 3911 234 119 25 25 21 29 83 30 21 29 27 49 107 28 20 24 4167 43 218 37 130 33 182 25 21 25 71 97 129 58 36 23
internal_value=0 -0.0163944 -0.00850269 -0.00980628 -0.00599132 -0.0212267 0.126954 0.395215 0.0543675 -0.114586 0.0805582 0.350325 1.19306 0.283136 -0.00694881 -0.898892 -1.21378 0.0835615 0.128618 0.144965 -0.313041 -1.35291 0.544233 0.817708 0.800949 1.54735 -0.103156 -0.51312 0.116719 -0.364791 -1.09202 0.506358 -1.26392 -0.0340436 -0.119923 0.089145 -0.0338522 0.421085 0.723863 0.497778 -0.197245 -0.539569 0.040502 0.283398 -0.601589 0.112745 -0.336496 0.118211 -0.569737 -1.77427
internal_weight=0 76042 69702 69538 68135 54403 4331 975 13732 1843 11889 948 70 878 390 165 126 11868 7957 7673 284 50 164 148 134 51 6340 261 125 98 136 49 43 50072 5319 1152 965 255 187 163 710 291 419 304 115 279 266 137 79 44
internal_count=579421 76042 69702 69538 68135 54403 4331 975 13732 1843 11889 948 70 878 390 165 126 11868 7957 7673 284 50 164 148 134 51 6340 261 125 98 136 49 43 50072 5319 1152 965 255 187 163 710 291 419 304 115 279 266 137 79 44
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=51
num_cat=0
split_feature=7 0 0 10 4 10 1 3 14 14 8 14 1 10 10 13 3 3 14 9 11 3 1 8 1 0 7 4 1 13 1 4 13 4 4 1 1 0 3 11 7 4 7 3 11 14 13 10 14 1
split_gain=2311.62 6141.22 5581.47 5443.09 5400.33 8470.54 6343.33 10041.7 6318.42 8066.29 5468.83 5605.7 5716.96 5918.22 5240.28 8126 12003.6 6857.41 6620.27 6208.64 5656.58 6569.43 4894.33 16945.6 6887.89 6302.73 4713.73 4831.24 5893.87 4919.55 4659.35 9703.83 8082.2 12084.5 7235.02 5809.18 9758.19 9107.85 4590.74 4445.83 4418.7 4355.69 4262.62 4261.4 4194.54 4921.54 6085.25 5992.05 6732.87 4937.29
threshold=4.5000000000000009 887.39409003207015 924.99774003207006 0.95060975609756104 4.5000000000000009 0.96076923076923093 3475.2235900000005 21.500000000000004 0.62731481481481499 0.25265957446808512 1.5000000000000002 0.053342816500711245 2716.2336750000004 0.24695121951219515 0.11834733893557424 0.063164893617021281 31.500000000000004 33.500000000000007 0.25265957446808512 4.5000000000000009 0.56594202898550738 24.500000000000004 3193.0687900000007 1.0000000180025095e-35 2970.4994950000005 861.91193253206995 12.500000000000002 2.5000000000000004 2339.2687100000007 0.57979626485568769 2940.4779350000003 3.5000000000000004 0.26393188854489169 6.5000000000000009 7.5000000000000009 2533.1724500000005 2609.2027450000005 823.07804336540346 26.500000000000004 0.087595907928388769 5.5000000000000009 5.5000000000000009 6.5000000000000009 26.500000000000004 0.40967365967365971 0.32200460829493094 0.19139194139194141 0.29520697167755999 0.087595907928388769 2716.2336750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 14 5 6 7 -3 9 -9 11 -6 43 -14 15 16 -2 19 -19 20 21 -17 24 -24 -16 -25 27 28 -5 -29 31 40 33 -32 -34 37 -37 -33 -22 -35 -23 -18 -31 -13 45 47 -47 -12 -49 -48
right_child=1 2 -4 26 10 -7 -8 8 -10 -11 44 12 13 -15 22 17 41 18 -20 -21 38 30 23 25 -26 -27 -28 29 -30 42 32 35 34 39 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 49 48 -50 -51
leaf_value=0.0009190493755103842 0.31748410972673996 0.16132762887049468 -0.07432900393359286 0.21652492664349468 1.4105231618881227 1.5106261786433959 1.0341838416126039 -1.4517590208659097 -2.5627255634828048 0.26895035100169479 -2.2014229865973456 -0.28985513871700708 -0.27765425097557811 -2.36931182940801 -0.072463417735862928 -0.0049343440886586909 2.9756606542147122 -1.9248183304613289 0.38088739193975929 -1.0192238141881658 -0.16812919053142961 -1.0892969328165056 -2.9487990012535685 -0.51858329630146427 0.6817379271700269 1.2108327499142399 -1.1533327289990016 0.78444919563193727 -1.2995658029209485 -0.32830928962089517 2.1700911778392213 0.94210844516754166 -1.7390631945182879 -1.456573052406311 0.42643078182030608 -0.21191521753867468 1.3612672872517422 3.6970808720588688 -1.6802566336548848 0.51053721816451458 0.33626529393316829 1.1074699670076371 0.78437698527618693 1.2081355905532838 0.26974842857037273 0.47609320542751221 -0.19656964917977651 0.67804284322829478 -1.4434930156056698 -1.9822539468776086
leaf_weight=567408 171 160 5751 115 20 31 36 63 22 48 57 79 31 24 3108 500 26 33 20 47 158 30 26 96 126 27 21 284 33 95 33 30 36 20 27 60 115 20 23 27 79 24 54 25 28 39 30 21 52 32
leaf_count=567408 171 160 5751 115 20 31 36 63 22 48 57 79 31 24 3108 500 26 33 20 47 158 30 26 96 126 27 21 284 33 95 33 30 36 20 27 60 115 20 23 27 79 24 54 25 28 39 30 21 52 32
internal_value=0 -0.0434093 -0.108718 0.0348676 -0.35655 -0.0696075 -0.218505 -0.372419 -1.01452 -0.707668 -0.592393 -0.167349 -0.365823 -1.19038 -0.000252669 0.156761 0.716001 0.0585158 -1.05474 0.107481 0.15321 0.24834 -0.0688967 -0.629264 -0.0430789 -0.138955 0.318514 0.371713 -0.121522 0.540301 0.513826 0.718329 0.0361777 0.703326 -0.810994 1.09349 0.82189 2.0441 -0.360278 -0.326531 -0.0560913 2.07893 0.0749461 0.0702388 -0.886149 -1.02626 -0.50259 -1.43311 -0.833188 -1.11821
internal_weight=0 12013 6549 5464 798 360 329 293 133 111 438 179 159 55 4862 1479 221 1258 53 1205 1158 977 3383 149 3234 123 602 581 148 433 477 334 143 80 63 225 175 50 181 47 109 50 149 104 259 231 101 130 73 62
internal_count=579421 12013 6549 5464 798 360 329 293 133 111 438 179 159 55 4862 1479 221 1258 53 1205 1158 977 3383 149 3234 123 602 581 148 433 477 334 143 80 63 225 175 50 181 47 109 50 149 104 259 231 101 130 73 62
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=51
num_cat=0
split_feature=0 10 9 10 10 9 10 1 1 3 1 4 10 8 5 1 3 14 0 0 6 7 11 12 8 4 9 6 3 11 9 10 9 2 4 14 6 13 1 1 7 6 0 1 4 1 3 0 0 12
split_gain=2257.46 10394.7 7841.14 6185.97 5280.82 4041.77 3934.16 3909.16 4020.41 3527.89 3452.7 2994.1 2948.61 2426.33 4403.99 4990.78 9654.91 6293.58 5856.69 8659.07 12064.1 6369.07 6055.39 5927.7 5523.16 5803.15 4917.68 6229.32 4829.1 4782.84 7263.66 8660.63 13623.4 11570.2 9008.77 11282.1 7857.33 13010 15110.3 7552.93 8719.55 7407.52 6634.18 6276.61 6252.31 5981.59 7692.02 5906.45 5856.91 5821.73
threshold=453.23590169873665 0.096006144393241177 2.5000000000000004 0.6984848484848486 0.267948717948718 3.5000000000000004 0.84292763157894746 1015.4954500000001 1221.5735750000001 12.500000000000002 1683.7826750000002 1.5000000000000002 0.18274582560296851 1.5000000000000002 1.5000000000000002 1420.6708450000003 11.500000000000002 0.39208074534161497 486.25391403207004 569.77478253207005 1.5000000000000002 2.5000000000000004 0.28388278388278393 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 4.5000000000000009 11.500000000000002 0.31698564593301443 1.5000000000000002 0.60232558139534886 2.5000000000000004 2.5000000000000004 6.5000000000000009 0.10620300751879701 2.5000000000000004 0.23904761904761906 2248.0378300000007 3069.4597500000004 3.5000000000000004 4.5000000000000009 698.35489753207014 2077.9252350000002 9.5000000000000018 3105.9957700000004 35.500000000000007 736.41492919873679 1102.5722025320704 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 9 -5 -3 -9 -4 -6 -8 -11 14 15 17 -17 -2 -18 20 22 23 -20 24 -22 -26 29 -28 -19 30 -16 -32 34 -34 36 39 -33 41 43 40 -36 -38 -43 -39 -41 49 -47 -45 -46 -37
right_child=13 2 4 6 10 -7 11 8 -10 12 -12 -13 -14 -15 26 16 18 28 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 31 32 33 -35 35 45 37 38 -40 44 -42 42 -44 47 48 46 -48 -49 -50 -51
leaf_value=0.16136674354157485 0.041049999986877576 -0.076572342451746392 -0.19126919244261956 -0.33115412755464663 -0.82649431703324172 -1.067110113641049 -0.31593451029402936 0.58857112218226704 0.1124716913598664 -0.16330248881941256 0.024614006673034872 -0.050839888953600337 1.3528667454061838 -0.0079765107109550839 -0.003229887153743922 -0.24720902433986655 0.25985382902846638 -0.027443045777051474 -0.15467119980789956 -0.0084258438394625781 0.40204024600455024 -0.53316971471204477 -0.67439103471436379 -0.29565959462192326 -0.12241526804831691 1.2539693770986615 -0.18310508696176775 0.93867108588125192 0.072932982763005721 -0.030535456360363145 0.025264195143416754 0.11378851407341545 0.21128331638862763 -0.2889372363476424 0.68892103597184517 0.24129371167645958 -0.23429711099839984 0.031014656361644667 0.85402698350691164 -0.8867860340847159 2.2430110425139085 -2.3481037567401755 -0.70579854567293765 -0.12367754758790482 1.872650385986675 -0.5729647771988301 1.4122294192964382 -1.8119330648519101 -0.49181294173002243 -1.0568481390816824
leaf_weight=1865 42005 837 417 794 291 47 491 224 852 23 57 3221 29 203196 58286 1817 771 35670 6654 99657 903 136 232 225 427 33 1686 51 5537 17537 73815 14509 661 1539 486 2668 562 346 226 53 39 29 162 43 22 173 22 40 20 35
leaf_count=1865 42005 837 417 794 291 47 491 224 852 23 57 3221 29 203196 58286 1817 771 35670 6654 99657 903 136 232 225 427 33 1686 51 5537 17537 73815 14509 661 1539 486 2668 562 346 226 53 39 29 162 43 22 173 22 40 20 35
internal_value=0 -0.0492823 -0.103224 -0.0651567 -0.386045 -0.183016 -0.12912 0.0855069 0.211585 -0.0944181 -0.687089 -0.0859049 0.682253 0.00079056 0.00564358 -0.00469842 -0.0185923 0.013811 -0.0147826 -0.0167384 -0.112953 0.123618 -0.172181 0.179867 0.258365 -0.0236746 0.0172443 -0.150169 -0.0139555 0.0189422 0.0245862 0.0415719 0.0972111 -0.138644 0.123909 0.268728 0.0919014 -0.133639 0.192284 0.655896 0.804368 -0.417144 -0.955154 -0.156327 -0.164606 0.185897 -0.348994 -0.937295 0.746715 0.224485
internal_weight=0 9148 7283 6419 864 516 4506 1913 1076 469 348 3712 52 570273 367077 194067 110855 83212 109038 108267 8610 1724 6886 1588 1363 460 173010 1737 41207 171273 153736 95450 21635 2200 19435 3518 15917 1408 655 620 525 753 191 429 95 2898 195 83 42 2703
internal_count=579421 9148 7283 6419 864 516 4506 1913 1076 469 348 3712 52 570273 367077 194067 110855 83212 109038 108267 8610 1724 6886 1588 1363 460 173010 1737 41207 171273 153736 95450 21635 2200 19435 3518 15917 1408 655 620 525 753 191 429 95 2898 195 83 42 2703
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=51
num_cat=0
split_feature=3 0 1 0 14 10 0 4 0 0 4 6 7 0 14 12 3 5 10 10 11 12 6 13 6 13 4 14 10 12 0 9 13 8 6 4 0 9 11 12 10 3 0 2 4 3 14 10 11 0
split_gain=2219.24 9666.96 8672.37 7061.48 6351.03 7739.79 5362.25 5137.86 6276.59 5038.09 9263.14 9483.8 8208.42 7358.39 11497.4 10717.5 9176.03 8551.21 9935.31 10059.9 9353.34 9595.07 10186.3 8976.91 12949.2 9810.97 8721.94 8226.03 10814.1 10433 7304.09 11039 9394.55 7233.82 7201.62 7372.09 7947.97 7171.11 10747.7 7544.11 10291.8 9109.41 7745.16 8372.96 9517.37 8597.37 8391.38 7526.36 11954.2 18453.9
threshold=17.500000000000004 960.44235003207029 1995.0656800000004 657.66483336540341 0.52086956521739147 0.94868421052631591 655.65993336540339 7.5000000000000009 649.66348669873685 769.42615503207003 5.5000000000000009 2.5000000000000004 7.5000000000000009 1165.0077825320702 0.24695121951219515 5.5000000000000009 42.500000000000007 6.5000000000000009 0.03509852216748769 0.63762626262626265 0.20256410256410259 9.5000000000000018 3.5000000000000004 0.36474501108647456 5.5000000000000009 0.35067567567567576 6.5000000000000009 0.35388994307400384 0.59729729729729741 6.5000000000000009 1199.6178025320703 2.5000000000000004 0.35805860805860812 1.5000000000000002 6.5000000000000009 5.5000000000000009 684.83098003206999 3.5000000000000004 0.09232954545454547 3.5000000000000004 0.47140522875816998 24.500000000000004 1144.5916150320702 3.5000000000000004 10.500000000000002 30.500000000000004 0.043961352657004842 0.24695121951219515 0.075961538461538483 884.09291836540353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -6 -1 -9 34 33 37 13 14 17 16 -16 20 -19 -20 21 23 -23 25 -25 -13 -26 28 -17 -29 31 32 -14 -11 -4 36 -36 47 39 42 -41 -42 43 45 -45 46 -39 48 -12 -50
right_child=2 -3 9 -5 6 -7 -8 8 -10 10 11 12 30 -15 15 27 -18 18 19 -21 -22 22 -24 24 26 -27 -28 29 -30 -31 -32 -33 -34 -35 35 -37 -38 38 -40 40 41 -43 -44 44 -46 -47 -48 -49 49 -51
leaf_value=-0.0028006072934594643 0.058550738438879528 -0.09047672762706814 -0.029124186443174816 0.034405819464486308 0.2703932959316776 0.93836147389148639 1.0399495090779505 0.41958022698733438 0.053960081797769677 0.092021978962971596 -0.10538499715673506 -0.36950126357856611 2.9556165431675159 0.031638727234874417 -0.028123692942853502 0.59550256507912858 -1.8761031910225197 -0.403774996115914 0.5732540953955656 -0.1725980372683516 0.043217915423023397 1.9477896953240419 -0.43939176039262257 0.0082348176323692405 0.26262577261243547 -1.8385327562041907 -1.4292409061848581 0.98807355938731023 2.5856416616784901 -1.4384972488178926 -0.31742121057307471 -0.35280139585336051 0.39498387238253718 0.015527278689201363 0.74736098184150723 1.1305889005410046 -0.11457284862682543 -0.58610598568944894 -0.10625642275131993 0.11296917093380079 0.56549037011696945 -1.0378719397277261 -0.15738883593934588 0.24055196317844094 -0.79844586495999936 2.14207918019064 0.51314384454775075 0.023925325360856304 0.23252089478886195 -0.042733447179454015
leaf_weight=342385 3420 12722 51957 15924 1931 103 95 604 2109 19930 14585 3888 38 4470 5562 97 27 318 436 309 975 39 33 1289 42 46 111 37 38 34 47 30 23 32558 159 95 327 73 1907 3105 47 144 320 480 108 31 1426 42079 3258 9650
leaf_count=342385 3420 12722 51957 15924 1931 103 95 604 2109 19930 14585 3888 38 4470 5562 97 27 318 436 309 975 39 33 1289 42 46 111 37 38 34 47 30 23 32558 159 95 327 73 1907 3105 47 144 320 480 108 31 1426 42079 3258 9650
internal_value=0 -0.00487033 0.00786415 0.0682577 0.165403 0.0842733 0.306478 -0.00171446 0.135359 0.00138414 0.0108506 -0.0077611 -0.0733679 -0.0793405 -0.116693 -0.0109423 -0.0370511 -0.198556 0.0641633 0.263901 -0.242035 -0.293086 0.853665 -0.308444 -0.0950075 -0.386679 -0.964807 0.697417 1.15569 -0.173946 0.694893 1.21774 1.99013 0.0445728 -0.0252091 0.324907 0.167418 0.00743893 0.0993971 0.167793 0.0691425 -0.643327 0.301161 0.370441 0.0497156 0.493701 0.459611 -0.00266071 -0.0433516 0.0267412
internal_weight=0 357820 221601 21473 5549 3523 2026 345098 2713 200128 147590 95102 17889 17751 13281 5795 5589 7486 1063 745 6423 5448 72 5376 1442 3934 153 206 135 71 138 91 61 52488 52538 581 486 77213 7641 5734 3296 191 2438 2118 588 1530 1499 69572 27493 12908
internal_count=579421 357820 221601 21473 5549 3523 2026 345098 2713 200128 147590 95102 17889 17751 13281 5795 5589 7486 1063 745 6423 5448 72 5376 1442 3934 153 206 135 71 138 91 61 52488 52538 581 486 77213 7641 5734 3296 191 2438 2118 588 1530 1499 69572 27493 12908
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=51
num_cat=0
split_feature=7 0 0 0 13 2 10 13 0 10 13 10 5 1 14 7 14 4 14 10 6 14 6 2 14 14 10 10 14 5 0 13 13 2 10 3 1 14 1 14 14 3 0 5 0 14 0 9 7 6
split_gain=2383.19 6591.09 7411.33 7669.75 6639.25 9353.9 6037.26 6293.75 7274.35 7131.39 7512.4 6000.66 5967.84 5782.76 5723.48 7330.56 6973.41 6389.83 8123.29 6330 5515.53 8385.16 5265.11 12671 9233.7 9744.48 8725.54 11473.8 9104.78 6421.27 6313.55 4943.39 5830.39 13836.1 10938.8 4806.07 4868.14 4775.1 4689.87 4671.59 4167.75 4150.16 13748.1 6699.43 10727.4 10247.5 13637.4 17693.3 9039.92 6479.84
threshold=6.5000000000000009 616.3299900320701 848.40826753207011 835.41881669873692 0.17752100840336138 2.5000000000000004 0.28759398496240607 0.27386363636363642 938.81247003207011 0.46247654784240161 0.48331479421579543 0.65058139534883741 3.5000000000000004 2038.9271700000002 0.14907407407407411 12.500000000000002 0.032795698924731186 2.5000000000000004 0.080540540540540564 0.077935222672064791 3.5000000000000004 0.16064516129032261 5.5000000000000009 3.5000000000000004 0.084523809523809543 0.22792207792207794 0.97014260249554385 0.97590011614401873 0.43614130434782611 6.5000000000000009 975.99820503207002 0.12660256410256412 0.028991596638655467 2.5000000000000004 0.60232558139534886 24.500000000000004 2452.1930800000005 0.29520697167755999 2889.3091150000005 0.20256410256410259 0.22792207792207794 40.500000000000007 1015.5416250320701 9.5000000000000018 1075.5508225320702 0.14119601328903655 1069.5963050320704 2.5000000000000004 5.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=41 -2 3 12 22 -6 20 8 -8 10 -9 -5 13 -3 16 19 -14 -18 -19 35 21 -7 23 26 30 29 28 -28 38 -26 -25 32 -30 -34 -35 -16 -37 -23 -4 -21 -40 -1 -43 44 -44 46 -45 -48 -46 -47
right_child=1 2 4 11 5 6 7 9 -10 -11 -12 -13 14 -15 15 -17 17 18 -20 39 -22 37 -24 24 25 -27 27 -29 31 -31 -32 -33 33 34 -36 36 -38 -39 40 -41 -42 42 43 45 48 49 47 -49 -50 -51
leaf_value=0.00019392120346044519 -0.77979708569067896 0.31081020680703519 -0.15790663711153544 2.1344305185710684 -0.021374892611609828 -2.2104142904198212 -2.2111254181180682 2.4831456810235979 -0.33142974925041202 -0.33938225661781996 -0.22490349837711882 0.33763426258796603 -0.78166638255119336 -0.54173084669549698 -0.012244846016168594 -1.56502370617042 0.2207559733777433 3.1059470550253474 0.82771513356881998 -1.1577427967389424 -0.34121233010292057 0.33562857477829378 -0.65292915725149214 1.0458265965635127 -1.8116682594472711 1.5650788271465363 2.1023598788714994 -0.12549693258303515 -0.34249100541526623 0.63302176339285721 3.4699244045075917 -0.82250786470249304 0.19576266620840346 0.81421326796213789 4.0819889813661581 2.8248529116312664 0.71896893667138151 -1.3248163155691568 -0.6097934250470618 0.17286283075129061 -1.80139910546509 2.6114745072399579 2.5368660494685176 -1.9796683742886498 0.52791979496181018 -1.4144163862451331 0.067641937305758668 2.7259018424240984 -1.4415134849456641 0.030457870089090788
leaf_weight=575842 132 127 208 34 505 67 35 20 50 222 21 41 20 213 25 24 37 29 34 30 75 29 100 22 22 39 41 53 55 21 21 32 91 21 20 21 23 43 142 219 37 24 24 21 225 77 95 34 26 52
leaf_count=575842 132 127 208 34 505 67 35 20 50 222 21 41 20 213 25 24 37 29 34 30 75 29 100 22 22 39 41 53 55 21 21 32 91 21 20 21 23 43 142 219 37 24 24 21 225 77 95 34 26 52
internal_value=0 -0.0888831 -0.0570948 0.185135 -0.163739 -0.333721 -0.614389 -0.357367 -1.10542 -0.1156 1.0961 1.15218 0.0947005 -0.223282 0.328713 0.120223 0.922912 1.26383 1.87643 0.247411 -1.03235 -1.40526 0.0323376 0.1154 1.04281 0.420425 -0.0502088 0.846228 -0.18926 -0.61775 2.22969 0.326006 0.522544 0.882975 2.40825 1.09496 1.72405 -0.656026 -0.480845 0.0125489 -0.856103 0.00046275 0.268287 0.166778 0.517045 -0.178468 0.383557 0.768269 0.323915 -0.831986
internal_weight=0 3001 2869 877 1992 1067 562 348 85 263 41 75 802 340 462 342 120 100 63 318 214 139 925 825 125 82 700 94 606 43 43 219 187 132 41 69 44 72 387 249 179 576420 578 554 275 279 150 129 251 129
internal_count=579421 3001 2869 877 1992 1067 562 348 85 263 41 75 802 340 462 342 120 100 63 318 214 139 925 825 125 82 700 94 606 43 43 219 187 132 41 69 44 72 387 249 179 576420 578 554 275 279 150 129 251 129
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=51
num_cat=0
split_feature=7 3 1 14 14 10 10 3 0 0 0 6 11 4 9 3 10 10 1 2 9 14 3 0 1 6 4 2 9 14 11 11 0 12 10 1 13 10 0 11 0 6 4 10 10 0 9 1 13 13
split_gain=2291 3448.14 16818.7 9774.57 12222.9 9157.52 13093.7 12178.5 8205.87 7967.15 8482.46 20366.8 9792.75 7909.89 7862.34 8757.19 8489.02 8144.62 7548.61 6781.81 6192.08 5513.55 5460.49 7480.54 5069.75 5009.87 6278.98 5695.86 6774.66 7896.91 6212.29 9822.79 8034.42 6367.19 8361.96 5539.26 5431.4 7908.51 5409.08 5001.61 6559.32 11097.3 7027.18 6399.95 7585.07 20920.1 9533.77 9330.86 8933.3 23657
threshold=2.5000000000000004 12.500000000000002 1501.7630700000002 0.29864864864864871 0.16064516129032261 0.77346041055718484 0.57979626485568769 8.5000000000000018 710.35568253207009 499.84664711540341 545.27333086540352 1.5000000000000002 0.28388278388278393 3.5000000000000004 3.5000000000000004 14.500000000000002 0.40967365967365971 0.075961538461538483 1577.8175100000001 2.5000000000000004 3.5000000000000004 0.77951388888888895 15.500000000000002 902.44223919873673 1295.5484800000002 1.0000000180025095e-35 12.500000000000002 3.5000000000000004 3.5000000000000004 0.24695121951219515 0.68496240601503777 0.45584415584415588 631.84199253207009 2.5000000000000004 0.13714733542319751 2889.3091150000005 0.04819976771196284 0.27842377260981915 734.40999753207007 0.1012820512820513 606.31340336540336 2.5000000000000004 2.5000000000000004 0.79057017543859665 0.87026647966339421 1006.7816783654035 2.5000000000000004 2177.0694450000005 0.028991596638655467 0.040408163265306128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8 -9 14 11 12 20 -13 15 -3 -17 -16 21 -7 -11 -12 23 -20 -6 26 27 28 -24 -30 31 33 -33 34 -29 -31 37 -35 -38 40 41 -27 -43 -42 45 46 47 -45 -49 -50
right_child=-2 9 -4 5 24 19 7 8 -10 10 18 13 -14 -15 17 16 -18 -19 22 -21 -22 -23 25 -25 -26 39 -28 30 29 35 -32 32 -34 36 -36 -37 38 -39 -40 -41 43 42 -44 44 -46 -47 -48 48 49 -51
leaf_value=-0.021902946606704443 -0.017446856033967735 0.14997902162813984 -0.2021830447085273 -0.016005865993930935 0.10793783425667972 -0.048063778331882169 -0.17827295250232891 0.20594836540844041 -0.14891824514852087 -0.11517365682853685 0.02934199722169821 -0.019237660281538393 -0.8459605988731389 0.39633393223773916 0.11330903133111342 0.92481580310342015 0.019346336236634815 -0.76906341714059523 -0.013845466202586507 -0.41627513181455067 -0.45053510222876114 0.11599409860649704 0.030387957539284739 -0.14877252251473638 0.025674829054738266 0.025445735678539989 1.2393299500609554 0.10211242376982502 0.056025043648519436 0.29521703746382605 1.5337058514356614 -2.7786158013343814 -0.60122412913017453 -0.37570920887072029 -0.60811112643288523 1.0623504099279348 -0.038529793475239195 0.19598566886260471 0.23781773904518402 0.042102294357553999 -0.028599487371448358 -0.035377584825959298 0.52170815567944839 0.15333709315989935 0.005002180106819458 -0.18288499772986117 -0.25218143899965778 1.1249321528070946 -2.1343614782605851 0.50539411445774929
leaf_weight=25701 66612 2070 4425 37042 17041 52724 1162 6518 724 6561 36791 836 204 1013 280 316 154 167 55898 505 601 9174 65931 4435 13369 4237 43 269 2491 1383 24 20 111 779 432 101 2033 351 1087 23952 83326 308 855 1184 43195 1320 283 217 35 1131
leaf_count=25701 66612 2070 4425 37042 17041 52724 1162 6518 724 6561 36791 836 204 1013 280 316 154 167 55898 505 601 9174 65931 4435 13369 4237 43 269 2491 1383 24 20 111 779 432 101 2033 351 1087 23952 83326 308 855 1184 43195 1320 283 217 35 1131
internal_value=0 0.00226628 -0.00995405 -0.00445863 0.0288658 -0.0234084 0.00956107 0.122251 0.170472 0.00776861 0.00638312 -0.0882906 -0.162775 0.208439 0.170395 0.238456 0.62813 -0.216347 0.00893857 -0.0515571 -0.143316 0.0466366 0.00307327 -0.0237638 0.071773 0.00996044 0.031277 0.0305845 0.0380318 0.164815 -0.0713758 -0.0789559 -0.93365 -0.0563412 -0.335572 0.347428 -0.0102846 -0.19813 0.057749 -3.63393e-05 -0.00745273 0.100551 0.374174 -0.0119153 0.0174359 0.146231 0.298664 0.359392 0.535798 0.426156
internal_weight=0 512809 159211 154786 56111 98675 45446 8404 7242 353598 350611 9215 7366 1849 2987 2540 470 447 341396 53229 7162 45965 295431 60333 30410 235098 75055 75012 69906 3975 5106 5082 131 4951 701 1484 4250 1130 3120 160043 136091 5400 1163 130691 47365 4170 2850 2567 1383 1166
internal_count=579421 512809 159211 154786 56111 98675 45446 8404 7242 353598 350611 9215 7366 1849 2987 2540 470 447 341396 53229 7162 45965 295431 60333 30410 235098 75055 75012 69906 3975 5106 5082 131 4951 701 1484 4250 1130 3120 160043 136091 5400 1163 130691 47365 4170 2850 2567 1383 1166
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=51
num_cat=0
split_feature=7 4 10 10 0 13 3 14 14 13 12 13 1 13 1 8 2 6 6 4 10 11 4 6 2 0 14 5 1 0 0 4 13 12 14 14 5 3 10 10 5 1 14 10 0 14 4 6 0 0
split_gain=2345.99 2679.98 4614.88 2827.8 9257.39 5508.47 8137.42 7344.95 11274.5 10458 6358.98 6069.24 5972.42 6404.7 5587.45 5356.15 4477.05 4367.96 3998.47 3982.03 3701.23 3625.49 3534.69 3425.43 6603.71 5151.42 3390.9 7036.21 4684.12 6282.79 4115.19 3284.76 3161.24 3973.49 4906.97 6646.07 5364.75 2995.11 10928.5 8528.23 8292.72 7223.35 5776.88 6585.32 7227.85 6826.76 7791.14 5963.2 5757.42 5628.98
threshold=1.0000000180025095e-35 13.500000000000002 0.39009661835748799 0.94868421052631591 1030.5273950320702 0.78319623971797891 25.500000000000004 0.68857758620689669 0.28062500000000007 0.54692082111436957 5.5000000000000009 0.25265957446808512 2452.1930800000005 0.43875000000000003 2478.1650450000002 5.5000000000000009 2.5000000000000004 6.5000000000000009 4.5000000000000009 2.5000000000000004 0.95060975609756104 0.967204301075269 8.5000000000000018 9.5000000000000018 3.5000000000000004 908.49508003207006 0.10762548262548265 6.5000000000000009 2697.3841150000003 878.39572336540346 861.91193253206995 6.5000000000000009 0.072299651567944254 3.5000000000000004 0.34698996655518399 0.42678571428571432 3.5000000000000004 18.500000000000004 0.81322674418604668 0.92450142450142458 8.5000000000000018 2697.3841150000003 0.14119601328903655 0.52440476190476204 756.85772503207011 0.39208074534161497 11.500000000000002 4.5000000000000009 1063.5212350320703 928.48060753207005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 21 5 7 19 8 9 10 12 -12 18 26 20 17 -11 32 22 -7 -9 23 -5 37 25 -25 27 -14 29 31 -29 -28 -10 -34 36 -36 -35 -1 42 40 49 -42 -39 45 47 46 -44 -45 -47 -40
right_child=-2 2 -4 4 -6 6 -8 14 15 16 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 30 -30 -31 -32 -33 33 34 35 -37 -38 38 39 -41 41 -43 43 44 -46 48 -48 -49 -50 -51
leaf_value=0.0039731207650954463 -0.0054079049465976282 -0.22118765830993656 1.7002455601692201 -0.18469813823367109 0.038688103219134649 -0.81563101546330885 1.7419879455119371 -1.266166707946033 -0.2453421838633302 -0.34008098181654167 -0.04601246591479112 1.310003266400761 -0.8437548716317832 0.54081601878491847 -1.7667676964998247 -0.96562971603579639 -1.5253202755041797 1.6676434293389322 -1.3991127495582287 0.25044588287046915 -0.084542690242776497 1.0905623666701778 0.98571953486513209 1.1082598581314087 1.7792667536064983 -0.76029998064041138 -1.5120170405355551 1.6222514532861254 -0.52405093986055129 -2.5681522372890924 -0.17930639088153841 -0.40427162805382083 0.13844812392435699 2.3399886085141093 -1.1493733577106311 1.2546218488527383 0.44777255140501881 0.067510772119518836 0.47449588681794125 0.063741651444945965 0.58581105005943168 2.3832494214177133 -0.027592460576105027 -0.30686416662893096 -0.05669713616769613 0.16561945206164919 -1.0436616881162322 -1.292166153048024 -0.086394048652189206 0.10121204187256996
leaf_weight=199125 336420 25 25 582 4192 44 32 41 144 47 397 36 123 41 50 41 99 20 26 172 75 31 27 25 32 36 59 21 115 34 32 49 386 31 23 23 29 13071 894 2268 59 36 10751 886 2834 3847 76 66 1186 737
leaf_count=199125 336420 25 25 582 4192 44 32 41 144 47 397 36 123 41 50 41 99 20 26 172 75 31 27 25 32 36 59 21 115 34 32 49 386 31 23 23 29 13071 894 2268 59 36 10751 886 2834 3847 76 66 1186 737
internal_value=0 0.00748691 0.739529 0.00733626 -0.0553417 -0.196168 0.25376 -0.239909 -0.195143 -0.334855 -0.258265 0.0667279 -0.385155 -0.653756 -0.883084 0.143213 -1.14377 0.212516 -0.184656 0.0332821 -0.502186 0.00919327 -0.132808 0.00905119 0.61583 0.00550323 -0.766868 -0.428707 -0.998449 -1.38264 0.534518 -1.00943 0.166757 0.287371 0.829677 0.0526242 1.42542 0.00881191 0.0350581 0.191216 0.358721 1.26695 0.0159947 -0.0182803 -0.136779 0.0100069 -0.0347247 -0.375173 0.106234 0.30582
internal_weight=0 243001 50 242951 6991 2799 248 2551 2385 1688 1542 433 1109 474 166 697 146 656 635 216 116 235960 609 235929 93 61 433 176 257 142 53 108 636 492 106 46 60 235836 36711 3994 1726 95 32717 19646 3786 15860 10827 952 5033 1631
internal_count=579421 243001 50 242951 6991 2799 248 2551 2385 1688 1542 433 1109 474 166 697 146 656 635 216 116 235960 609 235929 93 61 433 176 257 142 53 108 636 492 106 46 60 235836 36711 3994 1726 95 32717 19646 3786 15860 10827 952 5033 1631
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=51
num_cat=0
split_feature=8 4 3 0 5 5 0 14 6 11 14 6 14 0 7 1 13 0 14 10 0 0 5 5 0 3 0 14 10 13 11 11 13 0 0 12 5 0 9 10 7 13 13 9 10 13 13 3 3 4
split_gain=2280.39 3223.9 4851.45 10137.6 9147.33 6789.05 4716.23 7235.76 9029.03 7231.58 7883.82 4541.96 3972.98 3786.98 3776.37 4629.83 5676.36 3599.61 3483.41 4421.1 12755.2 6610.45 4406.42 5583.09 4606.98 3971.97 4959.07 3965.91 6449.56 8505.99 7965.21 8687.74 3809.46 3465.11 6475.86 6261.69 5952.8 5401.49 5034.6 5875.56 4632.28 3910.64 4888.99 4386.06 3395.6 4273.68 3212.97 3189.58 3097.47 2943.78
threshold=1.0000000180025095e-35 9.5000000000000018 28.500000000000004 840.46259753207016 2.5000000000000004 4.5000000000000009 896.11410003207016 0.27149877149877155 2.5000000000000004 0.10990338164251208 0.04210992907801419 1.0000000180025095e-35 0.04819976771196284 734.40999753207007 3.5000000000000004 3990.9076300000002 0.063164893617021281 801.95825003207005 0.029857397504456332 0.63245614035087727 1176.0554425320704 1069.5963050320704 5.5000000000000009 2.5000000000000004 1135.5863325320704 31.500000000000004 1041.0348750320702 0.05634920634920635 0.067424242424242428 0.21132376395534294 0.27888888888888896 0.030776515151515155 0.059714795008912663 960.44235003207029 1030.5273950320702 3.5000000000000004 2.5000000000000004 1006.7816783654035 2.5000000000000004 0.78319623971797891 2.5000000000000004 0.31909090909090915 0.043961352657004842 2.5000000000000004 0.03509852216748769 0.072299651567944254 0.14119601328903655 23.500000000000004 22.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 8 9 10 -3 -12 -11 -9 18 16 -16 -10 -5 22 21 -21 23 27 25 26 -25 -20 30 32 31 -29 -30 40 35 38 37 46 39 -35 41 42 -8 -44 -15 -46 -37 -47 -36 -2
right_child=49 2 3 14 -6 -7 33 13 17 12 11 -13 -14 44 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31 -32 -33 -34 34 48 36 -38 -39 -40 -41 -42 -43 43 -45 45 47 -48 -49 -50 -51
leaf_value=0.0075468405514996818 -0.095872747208481213 2.6319131107113902 -2.510050165653229 1.1139866841466803 -0.22147284135222436 1.5727924985156672 0.73129377414782848 -0.63113467659681077 1.2116423187048539 0.30727358514612374 -0.23285223203045979 0.9139395048985115 -1.6156924679165794 0.9392032255177144 0.94748089942667224 -1.5622994555367364 -0.51885300224477593 3.0008418094028126 -0.86628952423731487 0.70367810748517512 -0.79362318554360956 3.2747581696510317 1.3560746709505718 0.59465305447578432 0.20585628923129395 -2.0998273253440858 -1.4998325980626621 0.52785793963600613 -0.3315695915836841 -1.716038556452151 -0.49894876262316346 2.9305434006231805 1.512692734173366 -0.14275397551245989 0.26241876816820531 -1.8333292966303618 1.4119335527420045 0.86028410295645397 2.3110060590865285 1.7045614547039749 -1.4027432851055091 0.75813696823622057 -1.6455682342251141 0.14664036685770207 -1.1792555389404298 -0.11090075759820535 -0.22493427263365851 1.0555234184435436 -0.23466866550745499 -0.0035882126340291282
leaf_weight=190087 3488 21 31 38 40 37 24 62 23 22 49 117 21 54 36 27 99 22 30 20 28 20 21 20 37 28 26 34 24 27 26 27 21 36 210 23 25 24 29 33 34 38 36 22 25 71 27 35 311 383755
leaf_count=190087 3488 21 31 38 40 37 24 62 23 22 49 117 21 54 36 27 99 22 30 20 28 20 21 20 37 28 26 34 24 27 26 27 21 36 210 23 25 24 29 33 34 38 36 22 25 71 27 35 311 383755
internal_value=0 0.00890528 0.132397 -0.0918911 -1.22071 0.235842 0.200357 0.438089 0.790939 0.537486 0.806371 0.575429 -0.631849 0.0452413 0.0441806 -0.366909 -0.127831 2.08636 0.200144 0.110874 0.843342 1.98922 -0.0442903 -0.142316 -0.705235 -1.16078 -0.589187 0.188287 0.387264 -0.312836 0.966657 1.59134 0.529086 0.0580442 0.150365 0.638761 0.0778319 -0.372878 1.20541 0.740745 -0.372386 -0.0804509 -0.469065 -0.965765 0.271919 -0.00314521 -0.964796 0.274239 -0.0343071 -0.00441944
internal_weight=0 192178 2091 660 71 1431 1394 522 275 230 187 166 43 247 589 162 135 45 427 389 68 40 321 300 111 74 46 189 159 72 87 61 45 872 718 197 99 74 98 69 154 120 82 58 185 131 50 106 521 387243
internal_count=579421 192178 2091 660 71 1431 1394 522 275 230 187 166 43 247 589 162 135 45 427 389 68 40 321 300 111 74 46 189 159 72 87 61 45 872 718 197 99 74 98 69 154 120 82 58 185 131 50 106 521 387243
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=51
num_cat=0
split_feature=8 5 9 7 14 7 12 14 1 10 6 14 13 13 1 13 3 0 3 0 14 13 5 10 7 0 13 2 0 14 2 10 12 13 4 4 10 13 6 14 9 10 2 0 4 2 6 13 4 7
split_gain=2126.58 5624.75 5131.86 8115.22 6917.52 11799.7 7448.05 15283.3 12445.9 6956.31 5873.5 5701.23 10503.7 5533.7 6363.5 11970.7 6765.14 7914.44 6343.68 5656.33 6417.34 5906.41 5720 5381.47 5347.89 9492.85 5214 13525.2 13020.1 7937.95 10531 13980.6 10525 10426.9 11833.3 9706.44 7338.23 7090.67 5180.77 5016.72 9735.34 12902.8 9629.42 7797.77 10362.6 7044.21 6981.49 7789.97 6562.93 7239.21
threshold=4.5000000000000009 5.5000000000000009 2.5000000000000004 8.5000000000000018 0.059714795008912663 1.0000000180025095e-35 7.5000000000000009 0.22792207792207794 3990.9076300000002 0.19722222222222227 7.5000000000000009 0.045983086680761107 0.059714795008912663 0.037749287749287756 2796.3567100000005 0.39208074534161497 40.500000000000007 1075.5508225320702 26.500000000000004 908.49508003207006 0.32200460829493094 0.13680926916221037 15.500000000000002 0.04819976771196284 6.5000000000000009 1051.9390100320704 0.11651583710407241 3.5000000000000004 945.96035253207003 0.029857397504456332 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 0.32200460829493094 6.5000000000000009 6.5000000000000009 0.12660256410256412 0.05634920634920635 1.5000000000000002 0.17445652173913045 3.5000000000000004 0.26393188854489169 3.5000000000000004 1030.5273950320702 9.5000000000000018 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 5 11 9 8 -8 10 -6 12 -4 24 18 16 19 -18 -15 20 21 -16 -21 -19 -3 -26 27 -7 36 30 -28 -32 33 34 -31 38 37 -29 -35 40 -11 -42 45 44 48 -41 -47 -48 49 -44
right_child=1 2 3 -5 6 26 7 -9 -10 39 -12 -13 -14 14 15 -17 17 23 -20 22 -22 -23 -24 -25 25 -27 29 28 -30 32 31 -33 -34 35 -36 -37 -38 -39 -40 42 41 -43 43 -45 -46 46 47 -49 -50 -51
leaf_value=0.0011440610549316808 -0.16687182092687303 0.090549853552394033 -2.5916958669821426 -1.8354205565019086 -0.038028714763957944 0.051079794333169337 -0.48365275754760478 1.2412149364298042 -2.7106176840695175 0.29367006083963609 -1.4478736941019694 0.75748399685729639 -0.22868133733669915 -0.047822576695461111 0.25660407488996334 -0.53749052354956373 2.0056492790099116 -0.80657969315846767 0.32280457328033851 -0.17742217640181418 -0.66959870031901769 2.5250264684359234 1.409829085546991 0.68082769902547202 2.7642633233751575 0.060114412798601038 1.3389922015666962 0.58932304722922191 3.4113740153172438 3.7488661110401154 0.19972650295979269 -2.7619616261550362 -0.74855922892689708 0.91490408480167396 0.59766791869293567 2.1426457524299622 -0.22743640680398261 3.2202626360952857 -0.56594676696867852 -0.32015097997216291 3.6300402732122516 0.72345367469159627 -0.26695917509267947 -1.8764838536580404 1.8524425992965701 0.25789477809034672 2.4519047419871054 0.71253968696845205 -1.8844373477541883 1.2728891417835699
leaf_weight=559469 2680 1683 24 22 1969 76 78 33 37 423 30 33 87 7769 22 765 31 36 491 1765 21 24 23 75 21 34 25 21 34 26 37 28 40 42 22 30 28 20 54 129 21 56 408 27 25 388 31 152 23 33
leaf_count=559469 2680 1683 24 22 1969 76 78 33 37 423 30 33 87 7769 22 765 31 36 491 1765 21 24 23 75 21 34 25 21 34 26 37 28 40 42 22 30 28 20 54 129 21 56 408 27 25 388 31 152 23 33
internal_value=0 -0.0320803 -0.0111655 0.0805003 0.0898878 0.39798 0.0398817 -0.655795 -1.20015 0.0675964 -0.059187 -0.396521 -0.739603 -0.0435789 -0.0697293 -0.201129 -0.0722781 0.59296 -0.0257914 -0.123202 0.778871 1.44013 -0.157005 0.198425 0.122261 1.09261 0.63485 1.06303 1.8097 0.382733 -0.405225 -1.07608 0.714117 1.05036 2.30457 0.572573 1.02048 1.87271 0.0819255 0.215289 0.481933 1.51616 0.105649 -0.222113 -0.130767 0.347255 0.498035 1.00719 -0.237621 -0.151732
internal_weight=0 19952 17272 4512 4490 627 3863 148 115 3715 1999 144 111 12760 11022 2762 1997 142 8260 1855 67 46 1788 111 1738 55 483 179 103 304 90 65 214 174 48 126 69 41 96 1716 500 77 1216 516 489 700 571 183 464 441
internal_count=579421 19952 17272 4512 4490 627 3863 148 115 3715 1999 144 111 12760 11022 2762 1997 142 8260 1855 67 46 1788 111 1738 55 483 179 103 304 90 65 214 174 48 126 69 41 96 1716 500 77 1216 516 489 700 571 183 464 441
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=51
num_cat=0
split_feature=0 1 6 6 11 6 2 0 0 9 10 5 13 4 13 4 0 14 12 4 11 12 7 13 13 3 4 13 8 14 13 10 10 13 14 4 14 12 0 14 14 10 0 3 14 7 2 3 13 3
split_gain=2144.17 6363.07 3577.66 3090.35 2617.76 2593.12 8907.02 22496.9 14276 10307.1 16273.2 13358.8 17528 20272.4 15187.9 15977.9 14229 13905.1 13806.3 20898.9 13802.1 12068 15569.2 19362.3 10907.6 15672.6 10838.1 10921.8 9856.25 9819.47 9106.53 8635.77 10387.2 15237 8574.76 12858.9 8443.98 16962.6 16397.2 8216.17 8137.95 10075.9 7879.08 14452.4 10783.9 8634.86 7850.97 7639.77 7578.58 7342.16
threshold=1462.7090825320704 3001.4799050000006 1.5000000000000002 13.500000000000002 0.04083333333333334 3.5000000000000004 3.5000000000000004 767.39449753207009 1144.5916150320702 3.5000000000000004 0.30151515151515157 6.5000000000000009 0.46737588652482276 9.5000000000000018 0.69337606837606847 8.5000000000000018 921.51646003207009 0.19292803970223329 3.5000000000000004 3.5000000000000004 0.3133928571428572 6.5000000000000009 1.5000000000000002 0.11651583710407241 0.18065268065268067 38.500000000000007 4.5000000000000009 0.091966173361522213 1.5000000000000002 0.080540540540540564 0.12060606060606062 0.38548951048951058 0.75277777777777788 0.05634920634920635 0.03509852216748769 6.5000000000000009 0.28759398496240607 1.5000000000000002 827.94593753207016 0.12632978723404256 0.063164893617021281 0.48074074074074075 853.50491753207018 32.500000000000007 0.10620300751879701 2.5000000000000004 2.5000000000000004 35.500000000000007 0.11237373737373739 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 -1 46 -8 9 10 11 14 13 16 15 17 18 20 -13 -20 42 22 28 -24 25 -18 39 31 -17 -23 -29 -28 40 -34 35 -11 -19 -38 -39 -12 -33 -42 44 -44 -9 -45 -7 48 -41 -37
right_child=1 2 -4 -5 -6 6 7 8 -10 34 26 12 -14 -15 -16 21 24 36 19 -21 -22 29 23 -25 -26 -27 27 30 -30 -31 -32 32 33 -35 -36 49 37 38 -40 47 41 -43 43 45 -46 -47 -48 -49 -50 -51
leaf_value=0.0010298005975869838 -0.11671539872869537 -0.073779762255032022 0.36767147154493657 1.1114151319265366 0.42395087997766512 0.016455100698993478 0.31288567268975448 -0.35778895057737831 -2.7148035707927889 -2.6824047431349758 0.10245070478011822 -1.0571932762861251 1.5307182992919017 2.3579662704467772 -3.1011754240308491 -0.18518364747365318 -3.4382856497397789 0.68783630824089048 -0.83275564565803073 2.5669105955958367 0.246334289573133 0.0035810035963853206 -1.5953531292768626 1.8187731288049531 0.22164433905572603 -0.86326960588494939 -1.9269284865685874 1.7507508943820822 -2.6242960221058613 2.8950822576232582 0.39922848903272357 2.3613779020309447 -2.0035625377049047 1.2260016168866841 0.3351537479768078 1.5126852241429418 1.2044093090754291 -3.5734009487875578 -0.31409526489900824 -0.86528873137065343 -1.7944757325308665 0.67328442991352999 -5.0613070917129521 -0.83102435469627389 -2.6126720459837665 -3.2134461139810497 -0.10811674617029697 0.12463395105940955 -3.051293008491911 -0.69343467156092331
leaf_weight=551100 857 451 799 25 138 8332 2352 48 21 24 87 56 59 25 28 30 39 50 33 40 32 24 26 46 33 60 28 58 37 23 355 20 48 21 668 22 26 29 33 35 21 78 20 32 38 29 12880 28 29 48
leaf_count=551100 857 451 799 25 138 8332 2352 48 21 24 87 56 59 25 28 30 39 50 33 40 32 24 26 46 33 60 28 58 37 23 355 20 48 21 668 22 26 29 33 35 21 78 20 32 38 29 12880 28 29 48
internal_value=0 0.097539 0.229827 -0.00037939 0.0428362 -0.000427549 -0.0312573 0.0911668 -0.118517 -0.0964071 -0.233122 -0.526585 -0.0386112 -0.362354 -0.832122 -0.710643 -0.622921 -1.12127 0.123974 1.03008 -1.65619 0.0333482 -0.435037 0.585894 -1.35284 -1.87767 0.092303 0.28768 -1.53216 1.41857 0.589031 -0.288515 -0.0444958 -1.02065 0.209317 -0.684931 -0.349908 -0.939536 -1.83861 -0.594244 0.521511 0.14982 -2.02074 -2.7285 -1.35413 -1.96365 -0.0591854 -1.25307 -1.85582 -8.27043e-05
internal_weight=0 2245 1388 577176 589 577151 26051 4839 2487 2466 1704 896 345 286 551 523 261 337 129 73 199 186 139 72 132 99 808 629 67 47 413 216 188 69 762 94 138 88 62 179 119 99 167 81 86 61 21212 92 64 70
internal_count=579421 2245 1388 577176 589 577151 26051 4839 2487 2466 1704 896 345 286 551 523 261 337 129 73 199 186 139 72 132 99 808 629 67 47 413 216 188 69 762 94 138 88 62 179 119 99 167 81 86 61 21212 92 64 70
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=51
num_cat=0
split_feature=3 0 4 4 13 0 8 5 13 14 10 10 13 4 10 0 6 10 1 13 0 13 1 11 10 6 0 10 10 1 10 10 10 13 9 14 13 0 13 11 13 10 8 0 0 13 0 1 3 6
split_gain=2093.29 5659.53 5462.34 7059.67 5908.99 11727 11123.5 14430.3 9097.01 11814.3 8713.43 8621.54 8989.39 13671.8 11013.2 8544.59 8514.43 8001.08 7357.72 7442.38 7622.42 6571.11 6535.11 6403.76 5815.55 10156.5 8001.21 7573.19 12426.6 6877.58 12148.5 7042.28 6156.01 6101.12 6002.56 5963.61 7270.02 9821.67 6090.01 5877.82 5775.4 7444.74 5696.2 5573.16 5557.85 5867.28 5327.16 5286.98 4881.75 5525.85
threshold=22.500000000000004 1261.1435850320706 7.5000000000000009 2.5000000000000004 0.44590643274853808 867.39038253207002 2.5000000000000004 6.5000000000000009 0.43875000000000003 0.065942028985507259 0.40270270270270275 0.92052631578947375 0.55086206896551737 9.5000000000000018 0.24695121951219515 760.88969503207011 1.5000000000000002 0.16441441441441443 2970.4994950000005 0.86425061425061445 780.38975503207018 0.92153846153846175 2577.2599700000005 0.039230769230769243 0.32971014492753631 5.5000000000000009 899.39907253207002 0.92637759710930456 0.88117647058823534 2912.4473000000003 0.36939571150097467 0.83130081300813019 0.58434959349593507 0.65450928381962881 3.5000000000000004 0.15894736842105264 0.63762626262626265 921.51646003207009 0.86425061425061445 0.12060606060606062 0.79705882352941193 0.25290697674418611 8.5000000000000018 758.86235753207006 580.84153003207018 0.57979626485568769 647.79238503207 2626.2240200000001 30.500000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 42 8 6 40 11 46 -10 23 12 13 14 16 -9 -8 -17 21 20 -20 22 -14 -11 26 27 39 28 29 35 -31 34 -27 -30 -32 38 -37 -38 -26 -7 48 43 44 -42 -2 -46 -4 -44 49 -6
right_child=2 -3 4 -5 5 24 7 15 9 10 -12 -13 18 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 25 32 -28 -29 33 30 31 -33 -34 -35 -36 36 37 -39 -40 -41 41 -43 47 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.0020033474591877125 -1.2063846832229979 -0.19778508344776163 -0.5248068705068103 0.04339953827350182 -0.25272360515263986 -1.3297951333953026 1.7214287500227652 -1.7824468546053944 -0.93905343236149974 2.1296839470522744 0.018500992222265766 2.1117794676260515 0.16539255785090584 -0.93828660306476408 0.56337504253999604 1.3255149478262123 4.2608211711696962 -0.58642230639090909 -1.8435378764126753 1.3348466634750367 0.075290763663484694 -0.34320880045761937 1.907276443711349 0.50316317145888867 -0.35989997570328908 -2.0086739264036484 -0.28164030830947068 -0.26279477464259143 0.39363486192056113 1.4523479244647883 -0.41579556524940425 -2.0595102101564406 -0.51552036947543078 2.6317437418575946 1.0637380658090114 1.1359030091892117 -1.0334699657498574 0.67108031954240366 1.4209707505323672 -0.028818062910849748 0.15496263106664021 -0.19354628187914691 -0.16426234790462663 1.4002712841220202 -0.098990951348235601 0.21753600076940749 -0.0016893502437096777 -1.2251050548582543 -1.6111903393268585 1.0738915229949988
leaf_weight=486776 42 1481 196 52377 647 133 31 34 37 70 55 44 35 21 37 33 23 65 37 21 47 37 56 37 151 38 1394 790 21 39 319 24 101 29 30 138 49 109 22 47 69 156 110 75 3840 691 28667 82 25 33
leaf_count=486776 42 1481 196 52377 647 133 31 34 37 70 55 44 35 21 37 33 23 65 37 21 47 37 56 37 151 38 1394 790 21 39 319 24 101 29 30 138 49 109 22 47 69 156 110 75 3840 691 28667 82 25 33
internal_value=0 -0.0025972 0.0139101 0.0327978 -0.017813 -0.118691 0.11197 0.48695 -0.000596079 0.673203 1.04143 0.79352 0.625394 1.36164 1.8924 -0.416505 2.80302 0.0573933 0.271489 -0.348957 -0.769908 0.780449 1.23732 1.56724 -0.221193 -0.10148 -0.362658 -0.03507 0.158166 0.0711299 -0.226974 -0.40256 -0.923721 1.69174 -0.288615 0.333004 0.605616 0.142454 -0.133431 -0.990096 -0.0824219 0.285065 -0.0837363 0.803561 -0.061333 -0.050719 -0.00524168 -0.617331 -0.238799 -0.188344
internal_weight=0 488257 91164 57142 34022 4960 1526 521 29062 199 162 389 345 112 91 132 54 98 233 105 84 128 91 107 3434 1860 1574 1721 931 881 412 373 139 50 349 469 296 158 173 180 1005 300 4765 144 4573 4531 28863 192 705 680
internal_count=579421 488257 91164 57142 34022 4960 1526 521 29062 199 162 389 345 112 91 132 54 98 233 105 84 128 91 107 3434 1860 1574 1721 931 881 412 373 139 50 349 469 296 158 173 180 1005 300 4765 144 4573 4531 28863 192 705 680
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=51
num_cat=0
split_feature=1 0 9 10 5 7 0 4 7 11 12 11 14 8 5 6 13 0 11 11 10 6 4 13 13 0 0 3 1 6 4 7 10 0 7 13 13 13 0 10 4 0 3 0 3 13 0 14 3 9
split_gain=2094.27 4791.86 5304.88 14743.2 13408.6 12545.4 10179.4 17245.2 12145 8326.5 11006.9 8540.9 16513.1 11037 8987.46 7970.59 7083.47 6467.14 6250.91 12873.6 7781.74 8982.28 8571.64 12404.1 9907.19 14196 13019.8 10005.6 9661.68 10792.2 13937.2 16203.3 14081.1 17666.4 8934.99 9174.4 20595.2 13055.7 20415.2 13632.5 8945.78 8916.38 8393.48 9414.24 8187.86 8568.77 9781.02 8075.04 12867.3 7281.44
threshold=3305.7150050000014 1362.6909100320706 4.5000000000000009 0.44590643274853808 1.5000000000000002 1.0000000180025095e-35 861.91193253206995 5.5000000000000009 1.5000000000000002 0.10990338164251208 7.5000000000000009 0.28759398496240607 0.18834459459459463 3.5000000000000004 4.5000000000000009 1.5000000000000002 0.03509852216748769 853.50491753207018 0.16869918699186995 0.18301435406698566 0.3133928571428572 11.500000000000002 12.500000000000002 0.059714795008912663 0.15075757575757578 1102.5722025320704 1135.5863325320704 36.500000000000007 3990.9076300000002 1.5000000000000002 11.500000000000002 1.5000000000000002 0.15894736842105264 1063.5212350320703 3.5000000000000004 0.080540540540540564 0.12060606060606062 0.046536796536796543 1041.0348750320702 0.11834733893557424 8.5000000000000018 1025.5466150320701 27.500000000000004 848.40826753207011 39.500000000000007 0.19292803970223329 1088.5892550320702 0.12060606060606062 39.500000000000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 5 -4 8 -8 17 10 -9 12 13 14 -11 -12 -10 -6 20 -20 22 -22 28 -24 26 27 -25 -26 42 30 31 -30 33 -33 35 37 -37 38 -31 -39 -40 -38 43 -2 -36 46 -46 48 -43 -21
right_child=1 -3 3 -5 6 -7 7 9 16 11 15 -13 -14 -15 -16 -17 -18 -19 19 49 21 -23 23 24 25 -27 -28 -29 29 34 -32 32 -34 -35 44 36 41 39 40 -41 -42 47 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00093809010142329233 2.6230773148437341 0.30771587274159806 3.3773541688919071 -2.1240348249673846 -0.63616468565513018 0.76284842458673019 1.8626457429984038 0.58292964648487222 -1.1134339951551879 -1.2511047124862671 0.019157784359127867 0.54149725497632795 0.65756541845646321 0.22250664234161377 -3.7043451138905121 -2.1322302790788505 0.78364668353288269 -2.2739489932854968 1.4433305207888285 0.32924942411698921 0.074941354339170138 -1.7889791652560234 1.9191957226213145 -2.0929188660552933 0.52042416214942933 -0.63520056406656911 1.0402170408339728 3.683594266176224 -3.456006119531744 1.6477997461954754 1.2112731286457608 -2.990757653879565 1.2421316841374272 -0.1713604362114616 -2.3970634714700281 -2.8475818449451076 -1.2498449988481477 2.8856287992483862 -0.033441879572691742 0.067007507383823398 -2.5050426569767299 2.4783517336845402 -0.10340957243578129 0.051621341024126327 -2.7290764684262485 1.0669243772824606 0.1567587196826935 -0.56720521847407024 -0.49204857349395753 -0.040350511068511161
leaf_weight=565649 24 631 24 26 73 78 68 468 26 32 51 69 47 22 28 26 81 36 75 903 4612 26 49 36 20 36 21 20 34 36 21 43 23 46 32 31 41 37 27 32 32 35 4220 35 23 24 24 42 25 1301
leaf_count=565649 24 631 24 26 73 78 68 468 26 32 51 69 47 22 28 26 81 36 75 903 4612 26 49 36 20 36 21 20 34 36 21 43 23 46 32 31 41 37 27 32 32 35 4220 35 23 24 24 42 25 1301
internal_value=0 0.0385296 0.0256039 0.230281 0.284499 1.37803 0.175892 0.338369 -0.434149 0.198866 0.400642 -0.35653 -0.83687 -1.69344 -2.39595 -0.707285 0.322674 -1.17708 0.00588072 0.154921 -0.0291109 0.0644925 -0.114756 0.559084 0.0579897 0.805436 -0.938606 2.10201 -0.13985 -0.512864 -1.19751 -1.54397 -0.963537 -1.53354 -0.2536 -0.00512191 -0.510921 0.531518 -0.228879 1.57844 -1.37397 -0.0043718 -0.0868492 1.09764 -1.06899 -0.470428 -1.25546 0.49626 1.24068 0.111078
internal_weight=0 13772 13141 1155 1129 102 1027 811 216 743 545 198 129 82 60 77 107 109 11986 2279 9707 4638 5069 182 133 76 57 40 4887 608 167 146 112 89 441 338 174 164 95 69 59 143 4279 59 103 71 47 102 60 2204
internal_count=579421 13772 13141 1155 1129 102 1027 811 216 743 545 198 129 82 60 77 107 109 11986 2279 9707 4638 5069 182 133 76 57 40 4887 608 167 146 112 89 441 338 174 164 95 69 59 143 4279 59 103 71 47 102 60 2204
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=51
num_cat=0
split_feature=7 10 0 4 14 4 14 8 5 5 3 14 3 8 13 6 4 5 0 10 5 6 10 14 12 7 1 4 12 14 14 5 14 10 3 4 0 7 1 14 0 6 10 3 10 0 4 9 10 13
split_gain=2054.17 2762.29 5930.14 12488.5 6151.99 6766.62 5962.78 5790.05 6749.69 6140.87 6725.08 10462 5813.87 5311.2 5291.94 4823.5 5011.2 6889.25 6198.23 5022.3 4820.26 5945.78 8719.71 5555.07 5413.68 5945.13 4956.45 4797.31 7406.64 4549.89 10933.8 12350.2 7057.08 10189.8 8567.04 5161.5 4651.54 4465.23 4434.5 4356.13 4580.03 4317.85 4315.65 4278.97 5828.26 6146.41 8329.89 7103.45 10815.6 8485.02
threshold=1.5000000000000002 0.95346320346320357 1030.5273950320702 11.500000000000002 0.17752100840336138 3.5000000000000004 0.13423423423423428 5.5000000000000009 11.500000000000002 12.500000000000002 27.500000000000004 0.3133928571428572 27.500000000000004 8.5000000000000018 0.040408163265306128 2.5000000000000004 7.5000000000000009 2.5000000000000004 984.47344919873672 0.95916666666666683 7.5000000000000009 3.5000000000000004 0.95553359683794481 0.6198686371100165 6.5000000000000009 1.0000000180025095e-35 2478.1650450000002 5.5000000000000009 5.5000000000000009 0.45584415584415588 0.61200716845878145 5.5000000000000009 0.84292763157894746 0.95553359683794481 23.500000000000004 7.5000000000000009 843.37797003206992 1.0000000180025095e-35 2168.0729500000011 0.077677224736048281 818.3761091987368 5.5000000000000009 0.96076923076923093 20.500000000000004 0.27386363636363642 765.38439336540341 4.5000000000000009 3.5000000000000004 0.6708333333333335 0.77097902097902116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 43 3 4 5 14 15 9 12 10 20 -12 -9 -10 38 16 19 -18 -19 27 21 24 37 41 29 -26 -25 28 -7 -6 31 35 33 -32 -34 -31 -37 -23 -3 40 -17 -24 -21 -1 -45 46 -46 48 -48 -50
right_child=-2 2 -4 -5 7 6 -8 8 13 -11 11 -13 -14 -15 -16 39 17 18 -20 42 -22 22 23 26 25 -27 -28 -29 -30 30 32 -33 34 -35 -36 36 -38 -39 -40 -41 -42 -43 -44 44 45 -47 47 -49 49 -51
leaf_value=0.00085331668405101864 -0.0097975446843005243 -0.20344290598123163 0.018214832701101094 2.2922373045058477 -0.14260132406241774 -0.88824728509383422 -0.74430722140130545 -0.63489539044813847 1.6771442015965778 -1.4794737733072705 2.2034498718049789 -0.014212715281889991 -2.4692131686210637 -0.52248373238936718 -0.089870312308369116 0.35862052694640378 -0.71425500262168151 0.68422609449742922 -1.0580272208089414 0.62092288017272956 0.59441873052763561 -0.56673205728116238 -0.24848487193030971 -0.043041074199554247 -0.12869784820538302 1.921759015514005 -1.6373341512794679 -0.86351741146788275 0.54529297879109018 0.013339371710747212 -2.2940130713485902 2.3657054376602171 -0.050128372776508334 -0.21391771725397937 1.9449601008341864 2.4127364611625675 0.51987052898149233 -2.4057004420988024 1.3814593200590097 -0.23386600468908589 -1.1965642709723292 0.99067936236078435 -0.22586812949413626 0.0027878187398306126 0.20351535574018184 0.089951168462964581 0.062734835024890731 -0.52070467950244037 -0.54346409892346748 0.87004384102056864
leaf_weight=358090 156277 27 5553 21 890 67 336 127 21 27 36 52 20 23 306 22 62 182 23 80 126 23 70 39 26 31 39 212 78 111 31 40 125 98 26 20 37 31 51 155 136 47 243 31803 937 20013 1612 420 553 46
leaf_count=358090 156277 27 5553 21 890 67 336 127 21 27 36 52 20 23 306 22 62 182 23 80 126 23 70 39 26 31 39 212 78 111 31 40 125 98 26 20 37 31 51 155 136 47 243 31803 937 20013 1612 420 553 46
internal_value=0 0.00361846 -0.049214 -0.140162 -0.152633 -0.279326 -0.370004 -0.0340825 -0.559231 0.0180231 0.0393258 0.893013 -0.884462 0.527339 0.0975551 -0.27019 -0.157705 0.209403 0.488754 -0.301849 -0.00217946 -0.046818 -0.497904 -0.186496 0.0314541 0.986463 -0.840188 -0.560351 -0.117101 -0.00804919 0.237343 0.786533 -0.170627 -0.713786 0.293397 0.410539 1.18403 -1.62244 0.832839 -0.610519 -0.98002 0.249299 -0.0161366 0.00485407 0.0307213 0.0683943 -0.0525188 -0.143702 -0.0720873 -0.434914
internal_weight=0 423144 9670 4117 4096 1980 1596 2116 191 1925 1898 88 147 44 384 1260 947 267 205 680 1810 1684 249 195 1435 57 78 357 145 1378 488 208 280 129 151 168 57 54 78 313 158 117 323 413474 55384 23581 3568 2631 2211 599
internal_count=579421 423144 9670 4117 4096 1980 1596 2116 191 1925 1898 88 147 44 384 1260 947 267 205 680 1810 1684 249 195 1435 57 78 357 145 1378 488 208 280 129 151 168 57 54 78 313 158 117 323 413474 55384 23581 3568 2631 2211 599
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=51
num_cat=0
split_feature=12 11 2 0 14 12 9 8 0 2 14 1 14 13 10 10 12 0 3 1 6 11 9 14 2 10 4 5 13 0 8 13 13 10 6 13 0 1 13 3 10 0 9 11 8 14 7 3 7 14
split_gain=2114.45 4546.62 6537.59 10677.3 9396.77 8157.48 10897.9 12100.7 5634.28 4151.67 5436.83 9164.98 7785.64 7204.17 6967.26 8252.74 4688.58 4628.38 6542.26 6488.24 5474.3 5444.17 10106.1 7690.02 7144.5 6181.05 7834.25 7202.11 10505.9 8861.19 11246.4 7288.53 6508.53 8469.45 8688.06 8078.22 14321.5 11732.2 13869.2 17044.6 14440 10451.3 17910.9 16020.2 13739.5 12805.1 9300.13 9862.88 8263.71 7870.73
threshold=4.5000000000000009 0.56330128205128216 3.5000000000000004 677.01583003207008 0.27386363636363642 10.500000000000002 2.5000000000000004 2.5000000000000004 752.38887753207007 2.5000000000000004 0.40270270270270275 3585.7070200000003 0.63762626262626265 0.065942028985507259 0.063508064516129045 0.39339826839826847 8.5000000000000018 555.28608086540339 20.500000000000004 2372.1337450000005 1.5000000000000002 0.24190177638453506 2.5000000000000004 0.032795698924731186 3.5000000000000004 0.31909090909090915 5.5000000000000009 6.5000000000000009 0.13100686498855837 915.06066003207002 8.5000000000000018 0.03883861236802414 0.04819976771196284 0.22967032967032971 6.5000000000000009 0.065942028985507259 880.97333003207029 3990.9076300000002 0.22792207792207794 36.500000000000007 0.15075757575757578 1332.1595350320702 3.5000000000000004 0.080540540540540564 4.5000000000000009 0.10762548262548265 1.5000000000000002 34.500000000000007 2.5000000000000004 0.27149877149877155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 5 6 7 -5 -8 16 17 12 13 -12 -13 -16 -2 -11 20 -20 -19 25 24 -24 -23 32 27 -27 31 -30 -31 -29 49 34 35 36 -34 -37 40 -40 41 42 44 45 48 -44 47 -38 -39 -21
right_child=1 2 3 4 -6 -7 8 -9 -10 10 11 14 -14 -15 15 -17 -18 18 19 21 -22 22 23 -25 -26 26 -28 28 29 30 -32 -33 33 -35 -36 37 46 38 39 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0023479091733551918 -0.030875640151260254 -0.073045887703806073 -2.3085819367439515 2.5972081089019774 -2.236340550084909 -1.9549109510753464 0.71920129382932518 -0.45152512630042829 -0.67825195498138902 -0.19069249050024462 0.38122434700893082 2.1547282139956954 -1.6490569109718007 -0.09743798335437226 -0.59308858857010349 1.8440144340197246 -0.25344650543646341 0.10818649532230838 -0.22512961662328343 -0.20841292182375526 -0.090281071180020878 0.36321756827103657 0.35272090691315683 -0.11034862358338444 1.6755279714410958 0.21325544786169548 -0.028173568181206355 0.0034802421822550372 -0.27027276100320669 1.0394780920828628 -1.3535448101433842 -0.64041635036249378 2.2022600458491417 -0.27971075150882829 1.0173383118790509 0.013209459371238491 0.35790368403707234 -3.1881986856460571 -1.5533651771453711 1.519833629212137 1.144197580497712 -0.0064309365144281684 -2.680297297619759 0.76878157642152578 -4.8772444316319064 -0.27752216358979548 -0.11591433778995985 2.4549814050847836 -0.63793503443400068 0.20957787726221122
leaf_weight=503379 25465 6342 31 30 24 23 37 23 131 1178 709 40 24 565 33 24 983 9018 1384 3979 1643 726 482 1401 44 3357 7027 364 131 183 22 340 42 1080 86 7844 70 24 26 59 32 66 47 45 21 42 227 33 27 508
leaf_count=503379 25465 6342 31 30 24 23 37 23 131 1178 709 40 24 565 33 24 983 9018 1384 3979 1643 726 482 1401 44 3357 7027 364 131 183 22 340 42 1080 86 7844 70 24 26 59 32 66 47 45 21 42 227 33 27 508
internal_value=0 -0.0155426 -0.0945893 -0.55154 -0.3483 -0.162592 0.0239394 1.27417 -0.37048 -0.00797857 0.0112138 0.205399 0.13533 0.168945 1.14303 0.43306 -0.039148 0.00469546 0.0103955 -0.0137126 0.0776 -0.0033861 0.132994 0.00818537 0.438207 -0.0174744 0.0373327 0.142021 -0.0879173 0.372145 0.782666 -0.307493 -0.0613877 -0.015603 0.0172168 0.00722135 0.463038 -0.0133743 -0.549422 0.579796 -0.865158 -1.10155 -1.45242 -0.768916 -2.72449 -1.5464 0.241682 1.02978 -1.83806 -0.16109
internal_weight=0 76042 6641 299 268 244 221 53 168 69401 42953 1395 1298 1274 97 57 26448 41558 40380 29719 10661 28335 2653 1883 770 25682 11424 4397 1040 336 205 704 14258 9771 8691 8605 372 8233 389 85 304 272 206 134 72 89 330 103 51 4487
internal_count=579421 76042 6641 299 268 244 221 53 168 69401 42953 1395 1298 1274 97 57 26448 41558 40380 29719 10661 28335 2653 1883 770 25682 11424 4397 1040 336 205 704 14258 9771 8691 8605 372 8233 389 85 304 272 206 134 72 89 330 103 51 4487
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=51
num_cat=0
split_feature=7 0 0 0 4 10 13 1 0 6 2 14 7 5 1 6 2 14 14 10 7 14 0 13 1 9 0 14 1 14 13 13 2 10 6 13 1 1 0 3 5 4 0 8 10 3 0 5 0 14
split_gain=2044.11 5056.53 6278.89 6064.04 5226.5 5822.47 5203.59 7628.87 7348.19 5402.54 7563.6 7591.05 5157.26 4734.51 5398.25 4273.34 9683.9 7228.65 7802.04 7042.26 9701.69 7319.69 4887.78 4496.89 4091.09 4091.67 6216.24 4910.52 3960.55 3935.78 3915.96 4782.63 10859.5 8564.23 3905.37 4530.56 3902.57 3866.93 3552.55 4094.75 3424.49 7147.74 8720.33 4614.66 3500.83 3386.03 10275.2 5605.47 8300.24 8002.55
threshold=6.5000000000000009 616.3299900320701 848.40826753207011 835.41881669873692 3.5000000000000004 0.63762626262626265 0.17752100840336138 2642.3902950000006 902.44223919873673 3.5000000000000004 3.5000000000000004 0.18834459459459463 13.500000000000002 3.5000000000000004 1863.8425600000003 5.5000000000000009 3.5000000000000004 0.084523809523809543 0.19292803970223329 0.97014260249554385 8.5000000000000018 0.43614130434782611 975.99820503207002 0.074537037037037054 3990.9076300000002 1.5000000000000002 1006.7816783654035 0.18834459459459463 2017.0318350000002 0.28759398496240607 0.12660256410256412 0.028991596638655467 2.5000000000000004 0.60232558139534886 1.5000000000000002 0.53452380952380962 2661.2063200000007 2912.4473000000003 1212.7814533654036 39.500000000000007 10.500000000000002 7.5000000000000009 1243.5699533654035 3.5000000000000004 0.60232558139534886 40.500000000000007 1015.5416250320701 9.5000000000000018 1075.5508225320702 0.14119601328903655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=45 34 3 12 -5 -6 15 -8 -9 10 40 -12 13 28 -15 16 19 22 -19 21 -21 29 -18 -20 25 26 -11 -27 -3 37 31 -23 -33 -34 -2 -36 -31 -4 39 -17 41 42 43 -10 -45 -1 -47 48 -48 -49
right_child=1 2 6 4 5 -7 7 8 9 24 11 -13 -14 14 -16 38 17 18 23 20 -22 30 -24 -25 -26 27 -28 -29 -30 36 -32 32 33 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 46 47 49 -50 -51
leaf_value=0.00018574460974205112 -0.22057152115984968 0.3087175102669652 0.010217536408244896 0.13593917874353273 3.0157228437066079 0.60274289011955262 -0.0068624340671227402 -1.4761394543422235 -0.97369312734132818 1.8553807759284973 -3.2626607489018213 -0.54047232270240786 -1.3256485815048218 -0.64406527536255975 0.46843585616085559 -0.37242452425882222 0.91503725485368204 -0.92835349241892495 1.9915909007743555 2.2046165324987905 0.043706976941653659 -0.3204498188604008 3.0479309240976971 0.13033673119544983 1.1671467616007878 0.015468534330526987 -0.157074822575757 -1.4952044395300059 -0.41214131097186285 -0.32779219913482671 -0.73412932623177773 0.18063600060048995 0.7302876597359067 3.6217092943191531 -0.42167969771793912 -2.2205999101911273 -2.0467459985188077 -0.6717824242197169 0.25287128465645242 -1.9662440582557961 0.37660892888903619 0.12784870637626183 0.11922592222690583 -1.3792563583169666 -3.1650797885397211 2.2680683677395184 2.2516669258475304 0.33544703157742822 0.30510097656591961 -0.73872956485711327
leaf_weight=575842 76 119 178 35 20 20 479 74 62 20 21 20 25 49 397 40 22 30 27 31 63 55 21 25 26 48 66 39 212 25 32 91 21 20 28 28 28 156 33 27 40 82 46 21 23 24 24 150 251 129
leaf_count=575842 76 119 178 35 20 20 479 74 62 20 21 20 25 49 397 40 22 30 27 31 63 55 21 25 26 48 66 39 212 25 32 91 21 20 28 28 28 156 33 27 40 82 46 21 23 24 24 150 251 129
internal_value=0 -0.0823174 -0.0544744 0.168483 1.02836 1.80923 -0.152634 -0.30312 -0.544458 -0.410325 -0.66801 -1.93476 0.0880699 0.133556 0.34621 0.0209537 0.0957854 0.906545 0.355863 -0.0489931 0.756347 -0.173914 1.95668 1.09676 -0.00243211 -0.178207 0.310938 -0.66173 -0.152981 -0.435357 0.288088 0.463013 0.789455 2.14074 -0.687479 -1.32114 -1.23592 -0.308321 -0.596408 -1.01471 -0.478459 -0.624625 -1.03056 -1.52953 -2.31275 0.000428567 0.242344 0.154587 0.474983 -0.161215
internal_weight=0 3001 2869 877 75 40 1992 1067 588 514 315 41 802 777 446 925 825 125 82 700 94 606 43 52 199 173 86 87 331 387 219 187 132 41 132 56 53 334 100 67 274 234 152 106 44 576420 578 554 275 279
internal_count=579421 3001 2869 877 75 40 1992 1067 588 514 315 41 802 777 446 925 825 125 82 700 94 606 43 52 199 173 86 87 331 387 219 187 132 41 132 56 53 334 100 67 274 234 152 106 44 576420 578 554 275 279
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=51
num_cat=0
split_feature=11 11 4 5 1 6 0 7 4 5 4 0 10 11 3 12 2 1 2 12 0 13 11 11 0 14 0 5 7 2 3 0 4 1 1 3 0 3 8 0 7 10 1 6 0 0 10 0 0 10
split_gain=2038.9 5032.39 5655.17 4472.97 4530.88 4256.54 4445.67 5774.82 3554.8 8142.19 4862.71 5327.77 3415.8 3263.95 3634.02 3484.21 3165.37 3125.23 5343.12 3090.21 3070.07 2835.45 2771.94 2726.24 10075.2 7626.35 5790.3 3503.05 2661.08 3144.4 2598.71 6773.48 5818.52 6001.72 5519.32 8232.31 6965.36 6134.11 6475.35 6119.75 5901.42 5605.05 5341.63 5233.79 7602.13 7984.52 6951.17 5802.84 7450.4 5151.73
threshold=0.92637759710930456 0.52086956521739147 12.500000000000002 9.5000000000000018 3990.9076300000002 6.5000000000000009 1063.5212350320703 1.5000000000000002 11.500000000000002 3.5000000000000004 10.500000000000002 924.99774003207006 1.0000000180025095e-35 0.89039039039039047 31.500000000000004 9.5000000000000018 2.5000000000000004 3305.7150050000014 3.5000000000000004 2.5000000000000004 1154.1210150320703 0.03509852216748769 0.82480818414322254 0.70185185185185195 908.49508003207006 0.059714795008912663 1144.5916150320702 7.5000000000000009 3.5000000000000004 3.5000000000000004 21.500000000000004 569.77478253207005 8.5000000000000018 2177.0694450000005 2061.9945550000007 17.500000000000004 671.35051753207006 18.500000000000004 1.5000000000000002 960.44235003207029 4.5000000000000009 0.47140522875816998 2361.1247200000003 3.5000000000000004 624.30663419873679 780.38975503207018 0.62645348837209314 724.36926753207001 702.37839753207015 0.050641025641025648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 30 3 8 16 12 7 -7 10 -10 13 -12 17 14 28 22 -5 -2 21 -15 -4 -19 23 24 -16 -25 -27 -26 -3 -30 32 -32 34 -34 35 39 49 38 -36 -1 43 -38 -33 -39 -45 46 -46 48 -48 -37
right_child=5 2 20 4 -6 6 -8 -9 9 -11 11 -13 -14 19 15 -17 -18 18 -20 -21 -22 -23 -24 25 27 26 -28 -29 29 -31 31 42 33 -35 37 36 41 40 -40 -41 -42 -43 -44 44 45 -47 47 -49 -50 -51
leaf_value=-0.00064246994921294252 0.050252365827587422 -0.06103278347174057 -1.9782306961067346 0.060922560572624213 0.91222984109606076 -0.41155335422485106 -0.031160638108849528 -2.5910606623440984 -0.56413455094609943 2.1593397365963978 -1.9260446465932408 -0.33153653269012773 -0.094269633897330216 0.059088744951935723 2.5627824712883345 -0.40999573494418196 -0.85483762544229058 1.1790539554480848 1.9542473300581886 -0.067180402767497135 -0.2841670060157776 0.10225189243897032 1.4910292377290519 1.1636168190411158 0.56736340415146624 -2.0113668113946916 0.18527786023914816 -0.62407904461245334 -0.21560791136778548 -1.1663257081766385 -0.65833695741907861 0.089944022003816571 0.29433705000025384 0.027476831995565051 -0.051526716741573546 0.30150422033637919 -0.04779662606422308 -0.0054351671033374535 -0.21722357618705704 -0.080104333983806231 -0.42431577720173774 0.056450787891572873 0.0092774891709441649 0.39302475014203253 -0.20175545659992811 -0.021610980189385624 -1.0187315215906465 -1.0126093241499692 0.21354516252875327 0.093165778997471596
leaf_weight=319775 13859 15642 23 50 21 31 68 20 21 23 26 108 1695 5401 22 59 154 29 21 3023 20 156 23 28 90 24 24 34 582 37 149 9003 1314 2350 9911 1445 7609 54454 3095 9995 350 16009 93072 243 872 1367 83 246 120 6645
leaf_count=319775 13859 15642 23 50 21 31 68 20 21 23 26 108 1695 5401 22 59 154 29 21 3023 20 156 23 28 90 24 24 34 582 37 149 9003 1314 2350 9911 1445 7609 54454 3095 9995 350 16009 93072 243 872 1367 83 246 120 6645
internal_value=0 -0.000995747 -0.044461 -0.0425206 -0.486409 0.0353388 -0.56049 -1.26626 -0.0385521 0.8595 -0.040125 -0.640919 0.0398378 -0.0369033 -0.062676 0.279883 -0.630387 0.0559993 0.442636 0.0137763 -1.19029 0.271048 0.446016 0.337749 0.590584 -0.147959 -0.913044 0.240678 -0.0690802 -0.272436 0.00105875 0.0154088 -0.00230665 0.123179 -0.00337041 0.00162861 0.0502963 -0.0289148 -0.0909571 -0.00305088 -0.0149385 0.0228654 0.0163923 -0.0124417 -0.142613 -0.191036 -0.36636 -0.686038 -0.290292 0.130378
internal_weight=0 563542 25435 25392 225 15879 119 51 25167 44 25123 134 15760 24989 16565 304 204 14065 206 8424 43 185 245 222 146 76 48 124 16261 619 538107 102224 435883 3664 432219 361478 31708 70741 13006 329770 57735 23618 102075 57385 2931 2688 1321 449 203 8090
internal_count=579421 563542 25435 25392 225 15879 119 51 25167 44 25123 134 15760 24989 16565 304 204 14065 206 8424 43 185 245 222 146 76 48 124 16261 619 538107 102224 435883 3664 432219 361478 31708 70741 13006 329770 57735 23618 102075 57385 2931 2688 1321 449 203 8090
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=51
num_cat=0
split_feature=8 3 0 5 1 4 12 10 0 1 13 0 13 7 14 14 10 1 4 7 0 6 3 12 4 10 4 0 9 0 0 10 12 13 0 0 10 13 6 13 10 4 0 10 11 10 7 5 10 1
split_gain=2098.09 3340.32 5001.74 4813.01 5350.42 4546.37 6501.78 4449.04 4393.28 5348.19 6005.11 5851.3 5367.13 6989.16 5696.26 7855.1 8165.27 9839.28 8145.71 12138.9 10925.6 11351 7529.97 6577.85 6074.77 5209.4 7295.59 13227.6 5880.47 7273.64 13589.4 5197.13 4953.6 7001.34 6562.64 4928.5 4874.41 6101.97 5623.4 4815.74 5448.29 6160.75 4633.17 4659.97 8021 4616.41 15017.8 9212.84 8671.86 5357.23
threshold=3.5000000000000004 23.500000000000004 1282.0928750320702 8.5000000000000018 2239.0357150000004 4.5000000000000009 3.5000000000000004 0.94868421052631591 618.32798669873671 2593.3173250000004 0.37321428571428578 756.85772503207011 0.44590643274853808 1.5000000000000002 0.70659971305595415 0.50609756097560987 0.42206477732793529 3757.3374450000006 5.5000000000000009 5.5000000000000009 878.39572336540346 1.5000000000000002 27.500000000000004 2.5000000000000004 3.5000000000000004 0.63245614035087727 10.500000000000002 1020.5262783654035 2.5000000000000004 993.19139336540354 1069.5963050320704 0.79057017543859665 2.5000000000000004 0.41277890466531447 864.42307003207009 740.62473128207 0.037749287749287756 0.93142633228840133 3.5000000000000004 0.50609756097560987 0.28759398496240607 6.5000000000000009 875.42535503207012 0.12347560975609757 0.92637759710930456 0.22967032967032971 1.0000000180025095e-35 3.5000000000000004 0.35805860805860812 2775.3070650000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5 -3 10 -10 39 14 35 15 -11 18 25 19 20 -17 -22 -23 24 -16 28 -27 -28 -18 -30 -31 -25 33 34 -13 36 38 -38 -14 -12 41 -41 -26 44 -44 49 -47 48 -48 -20
right_child=-2 8 -4 4 5 -7 -8 -9 9 12 11 32 13 -15 23 16 17 -19 45 -21 21 22 -24 31 42 26 27 -29 29 30 -32 -33 -34 -35 -36 -37 37 -39 -40 40 -42 -43 43 -45 -46 46 47 -49 -50 -51
leaf_value=-0.00073040542790284331 -0.021062707585549911 -0.52305869135546368 -0.15179943474819702 0.30956137418902446 2.3658187191275988 -0.13889097370780432 0.30806402457611903 -0.19208882783025388 0.043363837230785941 0.022224920522837685 0.4978190595612807 1.8350014888482993 0.57623090830941992 -0.15458020661877528 -0.89121379194588501 0.4279266742941249 -0.72303519683736794 -1.8627718108040945 -0.24043347588825578 -1.2667157818873724 3.6943343276977538 0.47386444612425205 2.4279724658438653 -1.0121098671211965 0.28346553955259912 0.10676542571546024 3.1422738888989326 0.037184489825192617 -0.2241141178412363 2.9969224721193317 -0.27520347297191622 0.2407050873651061 -0.012682013707258567 0.32633267680044387 0.13241547348184721 0.011376289137644251 0.47929393477229915 -0.87532382534771436 2.5069394165819343 -1.7900661485535758 -0.048806519502842871 0.29264145314693452 -0.84787469356326595 -0.021804886074746205 1.1485201196826023 2.6612141813001329 1.7015201215296984 -0.087843042154791495 0.021069657286772361 0.27776786794084124
leaf_weight=476389 43724 146 2189 557 34 26 28 259 4525 39282 68 61 48 3840 87 116 158 28 273 24 25 49 33 144 341 606 23 34 192 22 30 43 403 1491 36 1810 176 41 22 49 108 20 161 589 23 31 75 189 52 741
leaf_count=476389 43724 146 2189 557 34 26 28 259 4525 39282 68 61 48 3840 87 116 158 28 273 24 25 49 33 144 341 606 23 34 192 22 30 43 403 1491 36 1810 176 41 22 49 108 20 161 589 23 31 75 189 52 741
internal_value=0 0.00171915 -0.000984644 -0.000292965 0.230229 0.971051 1.43651 0.150337 0.024781 0.0262076 0.109613 0.243682 0.0147712 -0.0744008 0.0269778 0.0335673 0.198525 -0.0123646 0.341873 0.870199 1.10018 1.82898 1.26027 -0.172336 -0.0864353 0.0362846 0.208501 1.29012 -0.247744 0.0600257 1.10916 -0.724029 0.300429 0.379889 1.20311 0.0724226 0.457419 0.223352 1.18303 -0.217469 -0.492268 -1.18638 -0.0235846 -0.159036 -0.598325 0.24599 0.560821 0.35477 1.01346 0.138252
internal_weight=0 535697 479482 477293 904 88 62 816 56215 56069 6761 2236 49308 5937 43371 41983 2701 1093 1608 247 223 107 82 1388 1201 1065 663 57 402 244 52 187 1991 1588 97 2097 287 217 70 245 177 69 1114 773 184 1361 347 316 127 1014
internal_count=579421 535697 479482 477293 904 88 62 816 56215 56069 6761 2236 49308 5937 43371 41983 2701 1093 1608 247 223 107 82 1388 1201 1065 663 57 402 244 52 187 1991 1588 97 2097 287 217 70 245 177 69 1114 773 184 1361 347 316 127 1014
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=51
num_cat=0
split_feature=7 13 13 5 2 0 4 13 13 10 7 1 0 10 0 10 4 3 1 12 1 0 13 5 8 6 10 11 13 5 10 14 5 12 5 4 12 4 8 1 3 10 10 10 14 13 6 0 3 6
split_gain=2082.45 2537.08 4095.96 7658.37 5515.1 9277.32 11052.7 10603 6876.61 8976.02 8913.26 7855.62 7227.38 8564.39 18238.9 9688.34 9223.26 8568.66 8501.44 8303.73 8131.55 11190.4 10852.3 8384.59 7418.26 8949.96 7312.32 7166.87 6958.1 10430.4 9236.84 7865.56 7308.13 7190.86 6644.34 6515.59 6498.98 6190.33 6136.84 6535.78 8050.55 6128.39 6116.7 9119.22 8631.59 7633.49 7482.09 6308.49 11295.8 11148.1
threshold=1.0000000180025095e-35 0.59317129629629639 0.32200460829493094 14.500000000000002 2.5000000000000004 1228.1295425320702 8.5000000000000018 0.41801075268817212 0.44590643274853808 0.65450928381962881 5.5000000000000009 2754.3987100000004 748.39401169873679 0.03509852216748769 714.38894753207012 0.04083333333333334 6.5000000000000009 26.500000000000004 2889.3091150000005 1.5000000000000002 3247.4275200000006 837.92518003206999 0.36474501108647456 6.5000000000000009 4.5000000000000009 3.5000000000000004 0.20881782945736438 0.30860805860805868 0.38956639566395673 7.5000000000000009 0.52086956521739147 0.036375661375661381 5.5000000000000009 4.5000000000000009 8.5000000000000018 6.5000000000000009 2.5000000000000004 9.5000000000000018 2.5000000000000004 2609.2027450000005 30.500000000000004 0.52086956521739147 0.70106382978723414 0.44281045751633991 0.15504807692307696 0.34833164812942369 1.5000000000000002 1006.7816783654035 26.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 7 -7 12 10 -10 -11 13 14 -6 16 -15 18 -16 38 26 22 -22 27 -25 35 34 -23 29 42 -31 -30 37 -34 -21 -26 -12 -33 -14 -40 -41 -39 43 -28 45 -45 -46 48 -44 -50
right_child=1 -3 3 -5 5 6 -8 -9 9 11 36 -13 19 15 17 -17 -18 -19 -20 20 21 23 -24 24 25 -27 28 -29 31 30 -32 32 33 -35 -36 -37 -38 41 39 40 -42 -43 47 44 46 -47 -48 -49 49 -51
leaf_value=0.0070538626047539528 -0.0026032857868394286 0.012053607043438625 -0.0085267866231420446 -1.0846450538738914 0.22912886305739219 2.8673549859864371 0.026620320878296258 0.34885344424983489 -0.06840632914355857 -0.227258818365626 -0.39458340552478738 -0.71664949428176383 0.63821374019137544 -2.9611045854787035 -0.63219200751040816 -0.14764840296004686 -0.18873264752328398 0.68003156428987332 -2.4747284419834616 -0.037608923785607408 -0.30073026854817464 -0.068740943617459749 -2.6629205834019829 -1.15161142546397 -1.7827067825529312 1.7217396706990575 0.41274944576764583 1.0774213819808904 1.7306016314029695 2.7510845279693608 0.71919181888753725 0.019441914687178721 -0.3520099263584785 -2.1154653934332042 -1.0360226426435555 0.114088313146071 -1.8078832365882893 2.5387342470884326 0.53026269952746208 -0.81420714373771963 0.95430686040358115 0.19021347999572755 0.4407865573143222 -1.6376379102900409 -0.48116173916919669 -0.24943459296739229 0.82286047732870271 -0.51548462051827959 0.057577385221208845 2.9153873342734116
leaf_weight=243001 204350 68664 40679 69 1549 35 107 32 7138 1983 101 393 396 24 237 5182 24 44 28 1961 41 407 37 130 27 23 353 63 25 30 88 622 209 26 69 55 48 20 137 117 33 25 388 69 88 93 88 53 21 39
leaf_count=243001 204350 68664 40679 69 1549 35 107 32 7138 1983 101 393 396 24 237 5182 24 44 28 1961 41 407 37 130 27 23 353 63 25 30 88 622 209 26 69 55 48 20 137 117 33 25 388 69 88 93 88 53 21 39
internal_value=0 -0.00509511 -0.00949276 -0.0316967 -0.0305496 -0.0700883 0.657294 1.66449 -0.0757174 -0.13942 -0.0843853 -0.308206 -0.0277059 -0.09523 0.0891927 -0.160748 -1.57492 -0.612299 -0.826875 0.0557775 0.0115177 -0.284707 -1.42126 -0.158961 -0.646671 -0.0215068 0.0658753 0.0848936 0.19058 0.33894 1.23577 -0.0190769 -0.0675713 -0.547116 -0.0715452 -0.510466 -0.849875 0.101384 0.383029 0.0309264 -0.425134 1.234 0.250159 0.057273 -0.313979 -0.840706 0.170849 0.516195 0.638246 1.91515
internal_weight=0 336420 267756 63406 63337 22658 174 67 22484 9663 7287 2376 12821 7088 1858 5230 48 309 265 5733 5050 783 78 705 235 105 4267 470 2237 1310 118 927 902 235 2030 82 149 667 683 287 150 45 1192 691 338 162 176 501 448 60
internal_count=579421 336420 267756 63406 63337 22658 174 67 22484 9663 7287 2376 12821 7088 1858 5230 48 309 265 5733 5050 783 78 705 235 105 4267 470 2237 1310 118 927 902 235 2030 82 149 667 683 287 150 45 1192 691 338 162 176 501 448 60
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=51
num_cat=0
split_feature=3 1 14 14 12 0 4 10 9 10 10 0 11 6 0 0 14 6 0 10 4 0 13 10 11 5 4 9 14 13 6 3 9 10 10 14 0 6 9 1 4 6 0 6 0 4 6 2 1 4
split_gain=2108.43 18544.5 7812.15 6837.98 5166.27 4961.36 8106.44 8284.47 7150.94 4919.98 9989.16 4535.99 10611.3 10062.3 6835.74 5234.81 4794.98 5507.97 11117.1 4803.62 4396.4 6419.68 5022.17 4329.36 15292.8 7532.57 6882.15 14502.5 6849.44 6726.94 10417.6 8174.53 5731.65 9310.2 6335.78 5841.59 5582.28 5300.69 6856.42 6082.21 4790.3 4752.93 4325.18 9860.17 5871.87 5418.58 4960.31 8067.79 6222.23 10360
threshold=10.500000000000002 1282.6957450000002 0.39208074534161497 0.36939571150097467 1.5000000000000002 508.2102350320701 4.5000000000000009 0.12660256410256412 3.5000000000000004 0.71240601503759404 0.59729729729729741 542.77612253207008 0.24190177638453506 1.5000000000000002 667.33407003207014 499.84664711540341 0.74679487179487192 6.5000000000000009 979.98498253207015 0.72850122850122856 2.5000000000000004 499.84664711540341 0.087595907928388769 0.03509852216748769 0.037749287749287756 4.5000000000000009 4.5000000000000009 2.5000000000000004 0.18834459459459463 0.16869918699186995 4.5000000000000009 14.500000000000002 2.5000000000000004 0.53452380952380962 0.35388994307400384 0.10435571687840291 567.29675669873677 1.5000000000000002 2.5000000000000004 1629.8005200000002 6.5000000000000009 1.5000000000000002 542.77612253207008 1.5000000000000002 518.73793503207014 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 2220.9968100000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -2 -8 10 -4 12 13 20 23 -15 -16 19 -19 -18 -6 -22 -23 24 25 26 -13 40 32 -30 31 -31 34 -34 35 -25 -26 38 39 -27 41 -28 43 -7 -45 -46 47 48 -44 -50
right_child=4 -3 9 -5 11 42 8 -9 -10 -11 -12 14 -14 15 16 -17 17 18 -20 -21 21 22 -24 28 36 37 27 -29 29 30 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 46 44 45 -47 -48 -49 49 -51
leaf_value=0.020077064865943614 0.29032852669668285 -0.25156544842748513 -0.024642999653832147 0.21508361575298893 -0.21297440050886959 -0.1852794006490566 0.35068177717309085 -0.068680397608404817 -0.69046096637629084 -0.061758732259284854 0.1827290242357012 0.07674773608531249 -0.6474648919848276 0.47691748591973204 -0.0065237647805814567 0.06576657530325683 -0.19727479069733722 -2.5769822796185813 0.10732455220487383 0.022117193499297652 0.064309323806214666 0.031873894686423314 -0.20030388762720175 -0.26428353610247307 -0.27296160771492545 -0.36083503330747291 0.71563915051675742 0.13158961425004442 0.025669012507434804 0.0063637318358288411 1.0209884338168538 -0.17148149615506564 0.21358249711824362 -0.21261188404855591 0.061365185329854882 0.028865810920842862 0.014962097943390313 1.0611507107258626 -0.0036543330283097504 1.2470837845167984 1.3713538965582848 -0.05541912938157717 0.039562936299363576 0.6456400616103054 -0.37818702872749643 0.22707332042923556 0.0034290636667798748 -0.42836616022673157 0.75442772956295434 0.12466007809239743
leaf_weight=31237 881 3184 15512 1908 2161 2790 1502 2377 69 25227 2732 3472 306 456 288708 965 2270 27 36 1781 2914 1356 2977 1282 737 30 478 1498 13180 4741 85 5682 3905 590 11008 1447 7800 152 212 109 90 96 45223 217 208 512 82772 359 304 1856
leaf_count=31237 881 3184 15512 1908 2161 2790 1502 2377 69 25227 2732 3472 306 456 288708 965 2270 27 36 1781 2914 1356 2977 1282 737 30 478 1498 13180 4741 85 5682 3905 590 11008 1447 7800 152 212 109 90 96 45223 217 208 512 82772 359 304 1856
internal_value=0 -0.0150939 -0.00526662 0.0313027 0.00241081 0.0187841 0.11837 0.0283997 0.304954 -0.0331493 0.00641052 -0.0039046 -0.0667363 -0.0503264 -0.00190231 0.197705 -0.00805131 -0.11525 -1.04309 -0.10082 -0.0877895 -0.0504604 -0.127645 0.0299131 0.0766611 0.197066 0.163963 0.304023 0.0135491 -0.0219135 -0.0815953 -0.0905869 0.059624 0.157642 0.0275508 -0.108847 -0.00989438 0.567847 0.354223 0.900051 0.693038 0.586682 0.0152017 -0.0910188 0.189651 0.0522203 0.018235 0.0439045 0.0474826 0.213294
internal_weight=0 79800 76616 33145 499621 139070 4829 3258 1571 43471 18244 360551 11135 10829 349416 1421 292822 4114 63 4051 9408 7247 4333 56594 14674 6137 5634 2162 41920 23688 10508 10423 18232 4495 13737 2729 8537 503 351 139 664 574 134241 3727 937 720 130514 47742 47383 2160
internal_count=579421 79800 76616 33145 499621 139070 4829 3258 1571 43471 18244 360551 11135 10829 349416 1421 292822 4114 63 4051 9408 7247 4333 56594 14674 6137 5634 2162 41920 23688 10508 10423 18232 4495 13737 2729 8537 503 351 139 664 574 134241 3727 937 720 130514 47742 47383 2160
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=51
num_cat=0
split_feature=8 3 1 0 4 14 14 14 9 9 3 3 0 10 6 5 9 3 0 5 10 10 9 0 7 11 0 11 13 13 13 5 7 13 14 0 4 10 1 6 14 14 10 14 4 13 3 1 14 14
split_gain=2016.54 2840.28 6086.73 6101.94 5275.04 3722.4 3708.68 6040.74 3519.78 3353.45 3281.62 2858.13 6140.56 6949.19 4408.89 7813.29 7754.81 6033.33 10327.4 15192.7 9430.41 8103.96 12009.5 7083.09 10576 6427.7 6327 12538.4 6397.12 6592.03 7629.88 6979.28 6679.38 6924.14 8771.04 4771.52 4286.11 4998.92 4151.64 12906.2 4891.5 6513.41 4732.39 4616.03 4142.69 3864.69 3861.85 4977.42 3729.69 6997.55
threshold=1.0000000180025095e-35 13.500000000000002 1525.7882200000001 521.81975503207002 5.5000000000000009 0.32200460829493094 0.29864864864864871 0.15075757575757578 1.5000000000000002 5.5000000000000009 12.500000000000002 26.500000000000004 738.42092586540343 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 3.5000000000000004 28.500000000000004 867.39038253207002 3.5000000000000004 0.33771929824561409 0.53033088235294124 3.5000000000000004 801.95825003207005 3.5000000000000004 0.033908045977011504 1006.7816783654035 0.43875000000000003 0.70135135135135152 0.48331479421579543 0.32200460829493094 5.5000000000000009 3.5000000000000004 0.03509852216748769 0.14119601328903655 1075.5508225320702 8.5000000000000018 1.0000000180025095e-35 3193.0687900000007 3.5000000000000004 0.22361111111111112 0.24695121951219515 0.36474501108647456 0.16064516129032261 5.5000000000000009 0.39208074534161497 31.500000000000004 3105.9957700000004 0.072299651567944254 0.10620300751879701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 11 7 -1 -6 -7 -5 44 13 -13 17 16 46 26 19 20 23 22 25 -19 36 -21 27 28 29 30 31 32 33 34 -14 -17 -25 -38 39 43 -40 -42 -41 -20 -3 -32 47 -16 -35 -50
right_child=-2 5 3 10 8 9 -8 -9 -10 -11 -12 12 14 -15 15 35 -18 18 38 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 45 -33 -34 48 -36 -37 37 -39 40 42 41 -43 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.020111801142135149 -0.0041559113565412973 0.024900533504722981 -0.35803231946749176 -0.18519937961134672 0.045551245646364362 0.050595002304537555 -0.017855893576083443 0.063792766406124177 0.22372499617482516 -0.8331229670796283 -0.026965082697349648 2.0995348524302244 3.0893695590288743 0.24612945047291845 0.2078604115569033 -1.0624380510237257 1.3700723961312722 -0.083529884395775966 -0.29446898037781016 0.77851672520240145 0.16543153815491254 -1.3304004877805711 -0.80504061527111959 -0.44115220526854193 -3.9091399715060278 2.8581932062688082 0.026788044671971947 -0.92119401828225334 2.3314283053080245 -1.1044295134751694 2.4440504151967266 1.8344386618998314 -0.46266846927729521 0.9500413001545015 0.32766868238863739 -0.12098271588258672 -2.7502866525202991 -0.88351859175241909 0.1278034739245259 0.2750404238700867 1.9875846522695877 0.32243067022216954 2.4504456108808519 -1.3860942285169255 -0.029617426247831136 0.92082970076137127 0.822103562951088 -1.4250745834623064 -1.2242325496673585 0.39758301868400681
leaf_weight=16177 387243 32534 728 1612 3355 30903 52351 18273 1656 43 7011 32 23 55 40 118 47 27 131 42 43 24 34 30 21 23 535 58 21 23 31 36 77 93 23 99 32 26 837 20 34 76 20 55 24385 36 28 35 30 235
leaf_count=16177 387243 32534 728 1612 3355 30903 52351 18273 1656 43 7011 32 23 55 40 118 47 27 131 42 43 24 34 30 21 23 535 58 21 23 31 36 77 93 23 99 32 26 837 20 34 76 20 55 24385 36 28 35 30 235
internal_value=0 0.00837425 -0.00315694 -0.0800172 0.00467124 0.0211912 -0.00108797 0.0243929 0.104433 0.0493671 -0.0565457 0.00667565 0.099399 0.927842 0.0758683 -0.249308 0.305661 0.120134 -0.0159732 -0.537463 -1.12541 0.318172 0.717826 -1.53355 -1.89273 1.5144 0.284554 0.485582 0.615507 0.556143 0.621542 0.491422 0.390905 0.553591 1.70852 -0.632926 -1.41154 -1.91346 0.118289 -0.266818 0.210194 0.837115 1.36274 -0.617261 0.00154418 1.6256 -0.180042 -0.554176 0.405192 0.213981
internal_weight=0 192178 101163 9351 91812 91015 86801 34450 5011 30946 8623 60069 3150 87 3063 367 150 2696 1475 302 179 123 99 136 109 65 1221 686 628 607 584 517 481 404 46 217 88 58 1173 226 947 110 40 186 56919 67 103 75 358 265
internal_count=579421 192178 101163 9351 91812 91015 86801 34450 5011 30946 8623 60069 3150 87 3063 367 150 2696 1475 302 179 123 99 136 109 65 1221 686 628 607 584 517 481 404 46 217 88 58 1173 226 947 110 40 186 56919 67 103 75 358 265
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=51
num_cat=0
split_feature=13 9 10 10 9 2 9 10 2 3 10 10 2 11 0 6 12 5 4 7 13 10 3 12 12 14 9 0 10 1 14 6 2 12 0 0 7 4 0 3 6 14 0 13 1 5 8 1 4 1
split_gain=2022.83 6823.68 4497.3 9653.95 13979.5 22724.4 10735.5 14924.1 32570.5 24705.1 15760.4 15474.6 11583.9 16997.1 28394.8 20294.4 22157.1 13400.8 10663.4 10630.1 16583 10484.9 17645.2 13652.1 11875.8 11946.9 10156.8 17494 18544.4 10205.7 11496.3 9842.6 9596.32 12165.5 10529.5 9197.84 8878.14 8412.54 12598.4 13639.9 11006.3 14792 10705 10012.9 8784.65 10311 9928.83 8675.56 14310.7 14115.8
threshold=0.077935222672064791 1.5000000000000002 0.84292763157894746 0.58898944193061853 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 0.36939571150097467 0.18834459459459463 2.5000000000000004 1.0000000180025095e-35 587.33831253207006 1.5000000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 0.32200460829493094 0.072299651567944254 12.500000000000002 11.500000000000002 7.5000000000000009 0.072299651567944254 3.5000000000000004 552.79484753207009 0.096006144393241177 3305.7150050000014 0.11237373737373739 2.5000000000000004 3.5000000000000004 2.5000000000000004 722.35747503207006 643.82824003207008 3.5000000000000004 9.5000000000000018 1035.9671475320704 27.500000000000004 1.5000000000000002 0.16064516129032261 1135.5863325320704 0.32200460829493094 2775.3070650000004 3.5000000000000004 2.5000000000000004 3757.3374450000006 6.5000000000000009 3475.2235900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 12 11 10 -10 -9 -2 15 -15 16 17 18 -14 -19 -21 24 -23 26 -8 -26 -24 -28 29 -29 -31 36 -30 -34 -35 -7 -27 42 39 44 41 -41 47 -42 45 -39 -47 49 -49 -11
right_child=2 -3 -4 4 5 35 21 8 9 37 -12 -13 13 14 -16 -17 -18 19 -20 20 -22 22 23 -25 25 31 27 28 32 30 -32 -33 33 34 -36 -37 -38 38 -40 40 43 -43 -44 -45 -46 46 -48 48 -50 -51
leaf_value=0.018730417485819911 -0.0011646469946441586 -0.02878756968067352 -0.010044992783584257 0.071492515175350768 0.19339627351528141 -0.48310575340146766 0.0054761410457353048 -0.079584841968047534 -0.041629160265733559 -0.14581394420952348 0.53583697750675952 0.041043604079037885 -0.22889590712039026 -0.5190004640783854 0.077536625307077917 -0.022374179388805867 0.069272279784396526 0.92422445345755877 0.59105227749547173 4.7168597960472107 1.1902133381366731 -0.089339055517173638 0.11807752449949156 1.894273709967023 0.020866607616852197 -0.56454038457130085 -0.61418010070116424 0.42218083471185025 0.081643399580098752 3.690676399639675 0.64000966707865403 -1.6163536017494544 -0.38575944054834715 -0.28363263220293805 0.23423360689103051 -0.13737540660225292 0.99980597923963499 -0.38824306666558867 -0.89716081259656077 0.045968140661716464 -0.91670462546277465 3.4021580761876602 0.35948383330057065 1.7372955570618314 -0.93098993612809133 2.2957479692769773 -0.52792962297797208 -3.1741806898117066 -0.041605226652962825 1.734116668701172
leaf_weight=48247 52364 80884 163922 41941 1780 1107 45620 14993 1025 27222 877 36583 182 871 9511 1656 1142 347 1234 20 40 6260 28531 42 573 520 452 595 3851 21 30 84 1306 661 967 2524 39 153 369 24 44 29 426 21 178 33 20 25 35 40
leaf_count=48247 52364 80884 163922 41941 1780 1107 45620 14993 1025 27222 877 36583 182 871 9511 1656 1142 347 1234 20 40 6260 28531 42 573 520 452 595 3851 21 30 84 1306 661 967 2524 39 153 369 24 44 29 426 21 178 33 20 25 35 40
internal_value=0 -0.0110335 0.00316411 0.0107252 0.0519762 -0.0992956 0.0025529 -0.0138518 -0.0424762 -0.124355 0.224637 0.00597725 0.0210314 0.098501 0.02749 0.258041 0.414658 0.631021 0.485663 1.13674 2.36576 0.0299326 0.065762 0.092395 -0.00274499 -0.311172 0.0903167 -0.0101583 0.0265821 0.538548 1.89617 -0.607064 -0.0221622 -0.158411 0.0239697 -0.24278 -0.4554 -0.147549 -0.453564 -0.127495 0.812831 1.88237 -0.137943 -0.0592584 -0.416449 0.0281549 1.23021 -0.145699 -1.34685 -0.143056
internal_weight=0 129131 450290 286368 47352 5411 239016 149464 82097 30521 1902 51576 67367 15003 10382 4621 2965 1823 1416 407 60 89552 42716 36456 46836 1216 36414 7883 7431 646 51 643 6785 2934 1628 3631 559 28619 871 502 118 53 27748 65 384 206 53 27322 60 27262
internal_count=579421 129131 450290 286368 47352 5411 239016 149464 82097 30521 1902 51576 67367 15003 10382 4621 2965 1823 1416 407 60 89552 42716 36456 46836 1216 36414 7883 7431 646 51 643 6785 2934 1628 3631 559 28619 871 502 118 53 27748 65 384 206 53 27322 60 27262
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=51
num_cat=0
split_feature=3 1 0 14 14 10 10 3 2 0 14 0 12 10 6 3 12 1 12 5 4 3 1 14 0 11 1 9 10 10 14 10 7 1 0 13 0 0 5 5 8 13 1 1 14 13 0 3 0 10
split_gain=1898.52 12943.7 7060.43 6693.6 8598.75 7081.59 9833.61 10564.6 6267.63 5684.23 5200.46 7707.77 7817.2 5259.93 5746.85 5517.18 9174.16 5188.37 4634.63 6584.35 7817.06 5520.91 4441.02 4562.5 4245.42 7276.73 5368.29 6331.25 22641.5 13299.5 4492.71 5755.42 4212.72 10159.8 10896.2 8266.01 6237.64 6376.49 5293.32 8938.36 4867.25 4854.17 4828.62 4791.99 4183.1 6269.45 6094.12 5909.89 4687.09 11125.8
threshold=12.500000000000002 1479.7281650000002 486.25391403207004 0.29864864864864871 0.16064516129032261 0.77346041055718484 0.57979626485568769 8.5000000000000018 2.5000000000000004 462.21606028207003 0.32200460829493094 956.7117450320701 8.5000000000000018 0.95553359683794481 11.500000000000002 36.500000000000007 2.5000000000000004 1289.5447800000004 3.5000000000000004 2.5000000000000004 10.500000000000002 23.500000000000004 2577.2599700000005 0.65821566110397967 542.77612253207008 0.059714795008912663 2117.048225 2.5000000000000004 0.43534002229654406 0.3816526610644258 0.14119601328903655 0.067424242424242428 3.5000000000000004 2796.3567100000005 813.67629336540347 0.15075757575757578 938.81247003207011 818.3761091987368 6.5000000000000009 5.5000000000000009 1.5000000000000002 0.11651583710407241 2248.0378300000007 2203.0434350000005 0.16869918699186995 0.78319623971797891 671.35051753207006 24.500000000000004 1041.0348750320702 0.95060975609756104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 -5 -8 -7 -2 24 12 13 14 15 -12 -17 -9 19 21 32 -15 -23 -24 25 26 27 28 30 -29 -4 -32 33 34 35 42 37 43 39 40 -39 -35 -21 -34 46 -46 47 -26 49 -48
right_child=2 -3 10 5 -6 8 7 17 -10 -11 11 -13 -14 18 -16 16 -18 -19 -20 20 -22 22 23 -25 44 -27 -28 29 -30 -31 31 -33 36 41 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 45 -47 48 -49 -50 -51
leaf_value=-0.01818352696505552 -0.061376377603097158 -0.14446082038082583 -0.72451871951605074 -0.011765490596645665 0.060754830467327194 -0.040000571399806936 -0.17127774834088669 0.22777580087284646 -0.40296511118162021 0.31691013756055963 0.02572124915008275 -0.024443255085059949 1.462797581835797 -0.028463437117281415 1.239352912016404 0.37894374518482776 -2.1619002699851992 0.056095644657553505 0.56834607922581781 -0.41459230634490735 1.693425887141909 -2.2884076222777368 -1.1504864329641515 0.67110138893127447 0.055027072792311116 -0.44776553582222695 -0.4705911933212405 0.24512403789236289 0.12981351024392948 -0.43688166137300644 0.31384957215286852 -0.43175362453024135 -0.09021089182690134 -1.9913055584348482 0.44786989070496086 0.054616383507364079 2.196378474235535 1.2236266454060873 0.65796527439548136 -2.0726485963220949 -0.51457211934790326 -0.431717065628618 -1.7800973722669813 1.1387924327091736 -0.020817763894230897 1.1468976623338203 -0.0044707028880776618 0.55678809503320326 0.031419185539040877 -0.16354669732359922
leaf_weight=25510 578 6778 405 36973 30060 53680 1162 4082 480 1270 121031 34996 38 210 39 27 30 3095 278 61 35 20 44 20 17132 525 293 1487 1511 354 123 654 43 29 577 258 20 24 62 27 49 64 45 121 98549 46 98070 238 33615 4603
leaf_count=25510 578 6778 405 36973 30060 53680 1162 4082 480 1270 121031 34996 38 210 39 27 30 3095 278 61 35 20 44 20 17132 525 293 1487 1511 354 123 654 43 29 577 258 20 24 62 27 49 64 45 121 98549 46 98070 238 33615 4603
internal_value=0 -0.00919549 0.00356324 -0.00328207 0.0245173 -0.0188122 0.0103585 0.108451 -0.0432174 0.198593 0.00269635 0.0169704 0.0287389 0.0282963 0.0256489 0.025258 -0.958343 0.153741 0.189679 0.128082 0.217553 -0.302534 -0.987709 -0.58124 -0.00606676 -0.0942007 -0.0557458 -0.0289373 -0.126641 0.113983 -0.454478 -0.313724 0.180121 0.0790519 0.177596 -0.250834 0.482161 0.376994 -0.0679917 -0.518085 0.0568905 -0.91804 -0.994288 0.816554 -0.00419684 -0.020273 0.00611844 0.0619021 -0.00099122 -0.0116023
internal_weight=0 161820 417601 155042 55570 99472 45312 8339 54160 1848 415753 158148 123152 123114 121127 121088 57 7177 1987 1709 1415 294 84 64 257605 5352 4827 4534 2693 1841 1182 777 1380 1034 941 364 346 326 162 100 73 93 106 164 252253 98595 153658 17370 136288 102673
internal_count=579421 161820 417601 155042 55570 99472 45312 8339 54160 1848 415753 158148 123152 123114 121127 121088 57 7177 1987 1709 1415 294 84 64 257605 5352 4827 4534 2693 1841 1182 777 1380 1034 941 364 346 326 162 100 73 93 106 164 252253 98595 153658 17370 136288 102673
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=51
num_cat=0
split_feature=7 8 5 3 10 0 8 11 10 1 10 1 13 2 12 8 5 13 6 3 1 0 1 3 4 9 0 14 0 5 10 13 3 8 13 12 4 14 13 14 0 4 12 0 10 4 0 14 2 1
split_gain=2013 2252.88 4548.49 6462.13 7136.93 5686.82 5724.35 6833.43 6619.67 5445.01 5433.62 4828.11 4682.6 7431.5 14753.4 6718.49 4666.34 4508.62 3783.85 16079.7 9558.43 5995.67 5388 5992.89 5266.46 11065.2 7766.25 14551.7 13112.1 9686.8 9128.04 5225 4684.04 4487.13 4018.75 5961.46 5789.67 8204.22 7323.29 6050.27 7350.36 7710.63 9031.37 10749.2 5777.44 6307.43 5214.33 6162.06 4635.78 5928.39
threshold=1.0000000180025095e-35 5.5000000000000009 10.500000000000002 41.500000000000007 0.27842377260981915 908.49508003207006 7.5000000000000009 0.037749287749287756 0.33771929824561409 3475.2235900000005 0.10620300751879701 2268.1115500000001 0.28062500000000007 3.5000000000000004 2.5000000000000004 8.5000000000000018 14.500000000000002 0.39208074534161497 1.5000000000000002 36.500000000000007 3193.0687900000007 1095.5934300320703 2818.4131550000006 27.500000000000004 10.500000000000002 3.5000000000000004 960.44235003207029 0.18634259259259262 1002.03221753207 8.5000000000000018 0.12347560975609757 0.64400921658986188 28.500000000000004 6.5000000000000009 0.34698996655518399 2.5000000000000004 4.5000000000000009 0.80322580645161301 0.19139194139194141 0.43826219512195125 1144.5916150320702 8.5000000000000018 3.5000000000000004 837.92518003206999 0.32971014492753631 5.5000000000000009 971.95500003207007 0.32200460829493094 3.5000000000000004 2841.4711600000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 18 -5 6 7 8 10 11 -4 -8 -7 15 -15 16 17 -14 19 34 22 -21 32 33 25 26 27 30 -28 -29 -22 -30 -20 -24 36 48 -3 38 44 40 41 42 43 -40 45 -38 47 -47 49 -36
right_child=1 2 5 4 -6 12 9 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 20 21 24 -23 23 -25 -26 -27 28 29 31 -31 -32 -33 -34 -35 35 -37 37 -39 39 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=0.0069352358599900424 -0.0038172219196142936 -0.081432099798520466 1.0044150775387173 2.2717043602839113 -0.098322521977954436 0.14426327172925255 0.97709676650793931 -0.61080863888447112 0.67608797151757327 1.6405485675448466 3.2292482985102611 -0.26459441330660599 1.4246999552304096 -0.026237779223557675 -3.3694117676128039 -0.5853376673782148 1.5078926183856451 -0.098241708039523604 -0.23876857405651344 -2.8397963437769151 -1.1719338671727615 -0.55540301688015459 -1.5865102576113297 -0.3892147173508817 -1.032857012023797 1.2146050320631201 2.4473956966400148 -3.0027795533980095 0.21845437362251771 -0.50286973484100839 1.4002539587181968 -0.91595333331952933 0.93266840338706969 -0.37388010215252004 -0.032145098678688526 -0.63605122125277724 0.50316975771403705 1.526751910634339 -0.13318584252148866 -0.34299998186072528 -0.072127630827682351 3.0495399236679077 0.058279853327232491 2.6628086451610384 0.29945495467538868 -1.7277342154644431 -0.15076693641942937 0.24638185997804007 0.91610847276945917 -1.2669244248692584
leaf_weight=243001 329428 911 21 24 27 663 38 26 92 21 23 178 22 33 22 173 26 167 1379 27 22 20 87 403 37 91 25 31 346 31 37 46 35 47 753 208 61 50 20 49 56 21 57 44 277 64 91 21 48 41
leaf_count=243001 329428 911 21 24 27 663 38 26 92 21 23 178 22 33 22 173 26 167 1379 27 22 20 87 403 37 91 25 31 346 31 37 46 35 47 753 208 61 50 20 49 56 21 57 44 277 64 91 21 48 41
internal_value=0 -0.00500942 -0.0611798 -0.103421 1.01698 0.0928242 0.416461 0.874596 1.15857 0.103305 2.1674 -0.0461487 -0.0239309 -0.275653 -1.36351 -0.121446 0.251824 0.0790319 -0.113932 -0.0335461 -0.200523 -1.86771 -0.312184 -0.581848 0.126579 0.194781 0.0222825 -0.683044 0.226945 -1.75282 0.441133 0.0853351 -0.209773 -1.16118 -0.00244734 -0.156642 0.0915741 0.285913 0.204386 0.651887 0.898096 1.28072 0.973734 1.78906 -0.0106583 -0.373111 -0.676823 -1.24001 -0.0382137 -0.0959057
internal_weight=0 336420 6992 5487 51 1505 399 162 136 237 44 216 1106 443 55 388 215 189 5436 2819 2617 47 1951 537 666 629 538 121 417 62 59 392 1414 134 2772 1050 1722 811 761 247 198 142 121 64 514 237 176 85 842 794
internal_count=579421 336420 6992 5487 51 1505 399 162 136 237 44 216 1106 443 55 388 215 189 5436 2819 2617 47 1951 537 666 629 538 121 417 62 59 392 1414 134 2772 1050 1722 811 761 247 198 142 121 64 514 237 176 85 842 794
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=51
num_cat=0
split_feature=3 1 0 4 10 14 14 0 6 11 7 9 11 9 6 10 6 14 7 11 9 3 8 8 14 14 5 8 4 10 14 10 2 10 0 4 13 10 14 1 8 14 12 0 3 13 14 7 9 14
split_gain=1803.15 10032.1 6503.23 10223.6 6966.52 5465.82 6427.6 5371.44 17312 8347.29 6642.78 6401.07 5813.8 5185.7 4804.11 4459.82 4388.05 7589.98 4887.9 4310.96 6086.95 8657.72 9528.91 12306.3 11312.1 10586.8 7354.13 5725.88 5486.93 5422.46 5109.32 5049.46 7611.32 6027.67 8741.43 9861.8 8094.74 6995.83 7131.16 10157.6 14310 6539.88 5972.67 7603.6 5496.26 5585.8 10981.2 5664.77 5266.06 7415.17
threshold=11.500000000000002 1378.7952600000001 486.25391403207004 3.5000000000000004 0.1126984126984127 0.39208074534161497 0.36939571150097467 542.77612253207008 1.5000000000000002 0.28388278388278393 2.5000000000000004 3.5000000000000004 0.15075757575757578 3.5000000000000004 1.5000000000000002 0.1126984126984127 1.0000000180025095e-35 0.77032967032967048 10.500000000000002 0.12660256410256412 2.5000000000000004 31.500000000000004 1.5000000000000002 1.0000000180025095e-35 0.19292803970223329 0.05634920634920635 9.5000000000000018 9.5000000000000018 7.5000000000000009 0.17752100840336138 0.080540540540540564 0.74133811230585434 2.5000000000000004 0.037749287749287756 763.29588003207004 2.5000000000000004 0.065942028985507259 0.12660256410256412 0.11583184257602865 2626.2240200000001 1.0000000180025095e-35 0.050641025641025648 7.5000000000000009 1110.4908300320703 16.500000000000004 0.11651583710407241 0.12632978723404256 1.0000000180025095e-35 3.5000000000000004 0.23861283643892342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 -1 8 9 11 12 -4 -10 14 -5 -13 17 19 -19 20 27 31 23 -23 30 28 -27 -9 -24 -28 -25 33 -33 36 35 -35 -22 38 -36 -40 -41 -38 -39 -44 -43 46 47 -46 49 -42
right_child=2 -3 7 13 -6 -7 -8 16 10 -11 -12 15 -14 -15 -16 -17 -18 18 -20 -21 21 22 25 24 -26 26 29 -29 -30 -31 -32 32 -34 34 37 -37 41 42 39 40 48 44 43 -45 45 -47 -48 -49 -50 -51
leaf_value=0.011976494368622186 0.22736089883048538 -0.14922407578607669 -0.080801632831546677 0.27669500494206845 -0.15884105996995887 -0.025050404168558329 0.19891651317217185 0.0052488797498628616 0.26775942569497352 -0.67981360922046152 -0.3175167787586296 -0.20330548188074773 -0.71517860502485309 -0.21390012003796754 0.77023854421235494 -0.69717375595388675 -0.0043864444737897459 0.084225915869513931 -0.9594390427155628 -0.02893798054739348 -0.23450598190122696 1.4705840227007867 0.77158286296404333 -0.74281355467709631 0.46065046853489344 0.20950936988616983 2.5710868872129002 -1.0872068053732316 2.6286324704565658 0.43794048909436578 -2.7958005207556269 0.18319931455029578 -0.62940351468493361 0.32787917907461445 -0.0063285099589719188 -0.01948828171311702 0.28665862755818028 0.090664056679560345 0.28896856674550675 2.6560742331714167 0.96587661520640067 0.085955508885386459 0.81365810418591922 -0.94266689696482242 0.19315708437087864 -0.14945802744655498 0.32432394227879463 -0.80796900174663033 1.1305807010219322 -0.43115531090018044
leaf_weight=51056 705 5025 9101 1650 1384 61896 1908 100700 2043 259 239 527 62 189 224 280 271049 16095 45 24818 1366 30 26 22 36 192 26 48 41 22 27 204 265 909 565 8101 875 7699 1445 41 75 3706 206 28 88 3043 718 158 127 77
leaf_count=51056 705 5025 9101 1650 1384 61896 1908 100700 2043 259 239 527 62 189 224 280 271049 16095 45 24818 1366 30 26 22 36 192 26 48 41 22 27 204 265 909 565 8101 875 7699 1445 41 75 3706 206 28 88 3043 718 158 127 77
internal_value=0 -0.0109219 0.00284932 0.127434 -0.0285048 -0.00487128 0.0187109 0.00171341 -0.0629041 -0.119386 0.182084 -0.104736 0.238808 0.285338 0.335688 -0.37466 0.00353883 0.0160408 0.0813161 0.00927361 0.0165202 0.0559652 0.505726 -0.270675 -0.885236 0.79656 0.486286 0.00472839 1.90799 1.59339 -1.87405 0.0495738 -0.275947 0.0547974 0.0874341 0.0155569 -0.00839414 0.150536 0.302879 0.401861 0.911639 0.027571 0.105791 0.6035 -0.00182113 -0.0830041 0.126767 -0.449843 0.655289 0.25817
internal_weight=0 119885 459536 4152 2089 114860 52964 455384 12511 10167 2344 9908 2105 2063 1874 807 442873 171824 16140 155684 130866 30118 422 115 85 307 240 100748 67 48 49 29696 469 29227 19273 9010 9954 10263 2330 1765 320 8588 7933 234 7713 4007 964 246 279 152
internal_count=579421 119885 459536 4152 2089 114860 52964 455384 12511 10167 2344 9908 2105 2063 1874 807 442873 171824 16140 155684 130866 30118 422 115 85 307 240 100748 67 48 49 29696 469 29227 19273 9010 9954 10263 2330 1765 320 8588 7933 234 7713 4007 964 246 279 152
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=51
num_cat=0
split_feature=8 12 3 4 1 0 7 6 0 0 3 6 14 5 1 13 1 6 14 14 10 4 0 0 0 4 14 1 6 10 10 3 13 7 11 3 0 13 10 3 12 1 10 14 1 11 9 5 10 5
split_gain=1845.97 3616.62 3499.45 6261.2 4875.74 4420.97 4377.95 9729.06 4601.84 7895.26 7888.97 6709.8 8201.12 6608.57 9553.41 6584.39 8810.58 9193.09 7728.7 6502.02 5428.48 6090.62 7611.37 10227.2 5416.67 6355.45 5279.96 5607.18 6887.23 8662.89 6447.13 5221.7 5124.71 5091.69 4993.87 4982.03 4948.71 4730.29 4653.74 5781.97 4622.37 5579.6 4478.21 4434.79 5244.1 4391.43 4789.75 5067.49 4751.26 4297.03
threshold=1.5000000000000002 15.500000000000002 16.500000000000004 5.5000000000000009 1995.0656800000004 1304.6278725320703 7.5000000000000009 4.5000000000000009 820.87770878207004 815.91853253207012 22.500000000000004 1.0000000180025095e-35 0.096006144393241177 9.5000000000000018 3990.9076300000002 0.22792207792207794 2678.3870350000002 5.5000000000000009 0.04819976771196284 0.43826219512195125 0.967204301075269 4.5000000000000009 908.49508003207006 997.54235919873679 626.28909503207012 3.5000000000000004 0.39208074534161497 2277.1025750000003 2.5000000000000004 0.65450928381962881 1.0000000180025095e-35 21.500000000000004 0.25265957446808512 4.5000000000000009 0.039230769230769243 28.500000000000004 547.84102253207016 0.70135135135135152 0.072299651567944254 25.500000000000004 10.500000000000002 2970.4994950000005 0.95346320346320357 0.04210992907801419 3193.0687900000007 0.044466403162055343 2.5000000000000004 1.0000000180025095e-35 0.64400921658986188 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 6 8 -8 9 11 -10 12 40 14 -12 26 18 19 34 38 21 22 -15 -24 37 45 27 28 33 -30 -29 -31 36 -13 -17 42 -20 -14 39 -18 41 -4 -28 -32 -45 46 47 -26 -48 -27
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 13 15 24 20 -16 16 17 -19 32 -21 -22 -23 23 -25 25 49 35 30 29 31 43 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 48 -49 -50 -51
leaf_value=-0.0016021549295493591 -0.0074971788179599421 -1.1440837334309306 -0.085202166618224245 -0.00079275095009489604 -0.18762557683740555 -0.19195337163876536 -0.030424814104706377 -1.1024847209937154 0.055907517882697592 -0.49685153076741972 0.18929020500406038 -0.092664531134057468 0.011688321851601173 1.6148486923125962 -1.7715218868255616 0.88645314620031668 -2.5909123920876049 0.64304754909347084 -1.0206892948150637 -2.3411225997484646 2.0456662547999414 1.8616161606435118 -2.1989644980430607 0.34607501161098481 -1.0069055784207126 0.1778359636021038 0.072088206897947996 -0.2393014471805972 -0.20814339145752589 -0.99270000191082386 0.77806171172672944 0.54625734786192581 0.029046272086815834 -0.79957327661060162 0.1613813881598849 1.6387687420845034 0.41993122614068235 -0.91159020399643209 -0.26531810297999742 -0.34863663118170657 1.0556098488398962 -1.7252666144143967 -1.0375209250965634 0.10209043557290898 -1.5276847930252553 -0.0074252375002418249 0.98721380637747136 0.43350306371083625 -0.48034628927707673 -0.36957435542345052
leaf_weight=249033 204108 28 1698 73769 1417 777 455 104 23035 294 4079 3441 933 31 25 192 23 51 25 26 29 29 20 75 26 3258 2142 704 614 271 97 24 4903 105 188 20 516 59 106 23 35 21 37 1537 20 168 273 403 24 150
leaf_count=249033 204108 28 1698 73769 1417 777 455 104 23035 294 4079 3441 933 31 25 192 23 51 25 26 29 29 20 75 26 3258 2142 704 614 271 97 24 4903 105 188 20 516 59 106 23 35 21 37 1537 20 168 273 403 24 150
internal_value=0 -0.00765308 0.00416289 0.0178405 -0.00265464 0.0447578 0.0484152 -0.229878 0.0515434 0.0179519 0.079091 0.0247964 0.105331 0.203632 0.177346 -0.0128808 0.0677867 -0.540642 0.0917101 -0.87979 0.789934 0.55499 0.254259 -0.189723 0.167422 0.215995 -0.067062 -0.110548 -0.176549 -0.422125 0.0141489 -0.867497 0.061275 -0.113597 0.527733 0.0676671 0.353359 -0.0432244 -0.629825 -1.46977 -0.0820739 -0.105238 0.0532467 0.122026 0.0811556 0.453306 0.559922 0.346206 0.868623 0.153742
internal_weight=0 204136 375285 124835 250450 51066 50289 559 49730 22407 27323 22113 7048 4288 4104 15065 6053 229 5824 178 184 155 126 95 5294 4302 9012 6813 4455 909 2358 295 5444 3546 380 2199 541 992 152 46 1754 1719 2179 1654 1557 894 726 429 297 3408
internal_count=579421 204136 375285 124835 250450 51066 50289 559 49730 22407 27323 22113 7048 4288 4104 15065 6053 229 5824 178 184 155 126 95 5294 4302 9012 6813 4455 909 2358 295 5444 3546 380 2199 541 992 152 46 1754 1719 2179 1654 1557 894 726 429 297 3408
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=51
num_cat=0
split_feature=7 3 0 11 14 10 5 14 6 13 13 13 13 0 11 8 4 0 14 13 6 3 14 9 13 13 1 10 5 3 14 10 14 4 1 0 6 8 0 5 13 1 0 14 13 10 0 5 13 1
split_gain=1935.42 2395.3 5972.39 7537.77 7794.61 5444.17 4902.36 4786.76 4747.49 4505.22 4477.79 6908.46 6791.76 5468.97 4248.99 4027.63 3684.72 5001.35 11718.8 7887.94 7745.58 7458.09 6787.44 10775.9 9035.63 12868.8 7039.73 7896.67 6782.93 7468.71 20293.4 7127.24 7496.47 6869.58 16938.7 9876.26 7393 6509.55 6497.66 7551.9 6329.16 6296.07 6054.21 7049.29 7777.03 6624.92 6025.16 5710.35 14351.5 10201.5
threshold=1.5000000000000002 24.500000000000004 714.38894753207012 0.072299651567944254 0.11834733893557424 0.68857758620689669 9.5000000000000018 0.23861283643892342 2.5000000000000004 0.65058139534883741 0.22792207792207794 0.46049896049896061 0.31909090909090915 673.3117550320701 0.23904761904761906 1.0000000180025095e-35 7.5000000000000009 908.49508003207006 0.31909090909090915 0.037749287749287756 9.5000000000000018 40.500000000000007 0.24068965517241384 4.5000000000000009 0.55086206896551737 0.37668918918918926 3305.7150050000014 0.13714733542319751 4.5000000000000009 29.500000000000004 0.13100686498855837 0.19139194139194141 0.072299651567944254 5.5000000000000009 3148.0373600000007 837.92518003206999 3.5000000000000004 2.5000000000000004 1095.5934300320703 7.5000000000000009 0.36939571150097467 2912.4473000000003 918.45581253207013 0.077677224736048281 0.16064516129032261 0.037749287749287756 767.39449753207009 7.5000000000000009 0.6198686371100165 3148.0373600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 14 7 -1 9 -6 -3 -9 12 -12 -13 -5 -4 17 18 22 -20 21 42 28 24 25 26 -24 -28 29 31 -31 33 -33 34 36 41 46 40 39 -22 -21 -35 43 45 -45 -19 -17 48 -30 -49
right_child=-2 2 15 4 8 -7 -8 10 -10 -11 11 13 -14 -15 -16 16 -18 20 19 37 38 -23 23 -25 -26 -27 27 -29 47 30 -32 32 -34 35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 49 -50 -51
leaf_value=0.0011736029699899485 -0.009510146579010316 0.39217857624823393 0.15108307263929868 0.95778738111257555 1.1188303402753978 -0.79258405457843439 0.23719317094254461 0.34741158919408921 2.8183395911346785 1.6422586606815459 -0.22795977684713545 -0.99268132287722366 -2.114116899626596 0.74367870825032401 -0.83583904334477011 -1.3474334876411236 -0.037502267139365136 0.81200339474848338 0.85528755076648155 -0.60190524673191736 -0.60322716496884832 1.5824120103436359 -0.66965705327874891 -2.6893549219421722 1.5575025036221459 -3.0349186718463899 -0.77814185827970506 1.8648710842315968 0.071024683147637505 0.079789175543674207 -3.3432382090338346 0.84467681905656478 -0.20967393664259407 0.80427052684319333 -2.609345116513841 1.6067548138123973 1.4183115613460542 0.31536870728822097 0.10556604723597683 -3.08030583024025 0.6309051994924193 -0.55251052998167149 0.080912204193759357 0.30527936255829968 1.537886935374239 -1.226761730619379 0.56807421942551928 -0.53913856898354628 1.6913064268128626 0.47875673281450343
leaf_weight=398918 156277 291 2273 25 65 55 882 160 22 32 42 26 35 60 28 52 8892 28 178 182 32 34 181 23 21 20 20 26 951 43 29 102 199 39 47 27 20 510 43 20 54 278 7365 117 91 37 24 350 58 137
leaf_count=398918 156277 291 2273 25 65 55 882 160 22 32 42 26 35 60 28 52 8892 28 178 182 32 34 181 23 21 20 20 26 951 43 29 102 199 39 47 27 20 510 43 20 54 278 7365 117 91 37 24 350 58 137
internal_value=0 0.00351232 0.0346488 0.296292 0.966205 0.1625 0.00169429 0.243815 1.54859 0.516026 -0.0283949 -0.397285 -1.0853 0.218733 0.0102112 0.0248705 0.0106895 0.0484846 -0.049466 0.257144 0.0935189 0.104631 -0.156496 -0.612131 -0.433862 -0.603168 -0.388917 0.715735 -0.100218 -0.324007 -1.29893 -0.234927 0.147614 -0.471365 -1.05389 -0.229212 -0.29236 0.114424 -0.803895 -1.55595 -0.319822 -0.385588 0.0980531 0.560481 0.844545 -0.348524 -0.742536 0.0284301 0.164163 -0.25279
internal_weight=0 423144 23344 841 140 701 399800 646 87 323 323 163 77 86 53 22503 20230 11338 3571 924 7767 7672 2647 291 268 247 227 46 2356 860 72 788 301 487 143 344 96 746 95 52 236 317 7638 273 208 65 76 1496 1009 487
internal_count=579421 423144 23344 841 140 701 399800 646 87 323 323 163 77 86 53 22503 20230 11338 3571 924 7767 7672 2647 291 268 247 227 46 2356 860 72 788 301 487 143 344 96 746 95 52 236 317 7638 273 208 65 76 1496 1009 487
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=51
num_cat=0
split_feature=4 1 0 3 0 5 0 13 5 10 10 13 13 10 10 1 7 12 2 13 7 14 8 11 6 2 0 1 11 4 5 1 5 4 2 11 13 12 14 0 11 4 0 1 14 5 9 0 4 2
split_gain=1780.22 2890.05 2908.36 3682.18 2714.45 5201.98 4661.82 3519.83 3087.43 3036.75 4184.14 2845.06 2831.32 2277.83 3643.67 2117.44 2323.56 2198.86 2100.38 4686.96 3837.59 2516.19 2069.38 1862.23 3682.91 5235.31 3930.21 5323.35 3257.41 4634.95 3741.83 3986.01 3020.84 5767.34 4234.98 6699.56 5994 3633.14 3375.07 3306.13 3168.32 2873.69 4280.19 4086.37 3021.29 2766.83 3694.18 2845.67 2737.54 4591.65
threshold=1.0000000180025095e-35 2393.1946050000006 542.77612253207008 15.500000000000002 918.45581253207013 13.500000000000002 724.36926753207001 0.036375661375661381 15.500000000000002 0.084523809523809543 0.39339826839826847 0.031754032258064523 0.12660256410256412 0.72850122850122856 0.9104278074866311 2372.1337450000005 7.5000000000000009 2.5000000000000004 2.5000000000000004 0.21807065217391305 1.5000000000000002 0.15504807692307696 4.5000000000000009 0.93218390804597717 6.5000000000000009 3.5000000000000004 1212.7814533654036 3305.7150050000014 0.52086956521739147 12.500000000000002 9.5000000000000018 3990.9076300000002 2.5000000000000004 11.500000000000002 3.5000000000000004 0.56330128205128216 0.30151515151515157 10.500000000000002 0.15075757575757578 1176.0554425320704 0.67054263565891481 10.500000000000002 1069.5963050320704 3475.2235900000005 0.24695121951219515 5.5000000000000009 2.5000000000000004 1041.0348750320702 6.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 12 -8 22 -9 -11 -10 -3 -12 -15 16 17 18 -4 20 -20 -21 -6 28 25 -25 27 -26 -2 30 32 -32 34 37 -30 38 40 41 -36 -39 -37 43 -43 48 45 46 -45 -47 49 -34
right_child=23 4 15 -5 8 -7 7 9 11 10 13 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24 24 26 -27 -28 -29 29 -31 31 -33 33 -35 35 36 -38 39 -40 -41 -42 42 -44 44 -46 47 -48 -49 -50 -51
leaf_value=-0.15744883545624322 0.0013584378753488226 1.0260242808813929 0.13145350195345995 -1.1082468734231108 -0.031889224217997662 -2.0322889515331815 -1.4464448376399714 -1.1604438669151731 1.5090212800286034 0.89238716443379718 -1.3635189842094075 -0.050219878673553466 -0.49069833993911749 0.85772208869457245 -1.0511165881156923 0.9364908064405123 -0.59855769824523197 -0.062605737416052826 1.2483330464921893 -1.344393982179463 -0.24713844801928544 -0.31912744729142445 -0.89843456563917368 0.038355020995603367 -0.41685855720265241 1.2458805941873128 0.33591362474595798 -2.3086096899850026 0.0032569494328050365 -1.0714820800825606 -0.60343626492446478 0.84997348558335073 -0.039869853926991675 1.250124515073769 1.3276039696581987 -1.8511419456379088 0.52695922042642329 -1.4227624794370251 -0.38553338154502542 -0.085449805855751043 -0.56923726738220271 -1.2690089829722231 0.052738705642369335 1.2163810042624779 1.2200499338262221 -1.0316107153892518 0.014021266677549908 0.16121580038219691 -0.17628113332338338 -0.72495935426818003
leaf_weight=772 533331 32 1472 43 108 21 41 36 22 30 22 25 20 20 20 24 65 2143 32 32 37 95 37 13542 51 36 34 21 15963 43 186 21 8282 33 23 51 21 38 23 36 31 49 49 47 34 28 56 70 2074 99
leaf_count=772 533331 32 1472 43 108 21 41 36 22 30 22 25 20 20 20 24 65 2143 32 32 37 95 37 13542 51 36 34 21 15963 43 186 21 8282 33 23 51 21 38 23 36 31 49 49 47 34 28 56 70 2074 99
internal_value=0 -0.0585379 -0.0358081 -0.207614 -0.305475 -0.528236 -0.385317 -0.640082 -0.0247039 -0.381794 -0.0771054 0.679638 0.442669 -0.546215 -0.0966972 9.48227e-05 -0.00570329 0.00440837 0.0905062 -0.217016 0.446414 -0.577462 -0.253008 0.000524859 0.0369728 0.0415566 -0.550184 -0.968619 -0.000364839 -0.0340838 -0.0324446 -0.455989 -0.0291983 -0.0698695 -0.00169626 -0.532355 -0.98047 -0.0738797 0.471035 -0.772178 -1.36652 -0.0690898 -0.608135 -0.0641481 0.348242 0.200772 0.562671 -0.179592 -0.0734175 -0.0479624
internal_weight=0 5149 4715 815 434 242 221 169 192 128 92 47 52 62 40 3900 3876 3811 1668 196 69 127 145 574272 13684 13578 106 72 560588 27257 27214 207 27007 10895 16112 149 103 10862 46 74 82 10788 98 10690 235 201 103 98 10455 8381
internal_count=579421 5149 4715 815 434 242 221 169 192 128 92 47 52 62 40 3900 3876 3811 1668 196 69 127 145 574272 13684 13578 106 72 560588 27257 27214 207 27007 10895 16112 149 103 10862 46 74 82 10788 98 10690 235 201 103 98 10455 8381
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=51
num_cat=0
split_feature=3 0 14 0 4 13 1 4 6 0 0 10 9 5 9 1 8 0 1 4 4 14 0 0 13 0 8 5 1 13 13 14 1 13 5 10 10 9 7 10 8 12 0 6 7 6 12 8 5 14
split_gain=1766.51 5297.03 8073.98 5008.03 5831.01 4576.7 4336.56 4060.48 4626.61 8793.61 10012.3 14864.2 7524.15 8786.06 10404.2 13026.1 9387.3 13279.9 8886.25 13681.4 12586.3 10381.6 8702.98 8655.09 7427.38 7279.07 7272.87 7163.73 11479.6 6878.28 10809.2 11985.2 9081.66 7998.98 7785 7603.67 9594.24 7372.29 6688.1 6641.44 7013.06 6575.15 8737.15 6911.61 6370.41 6363.12 5898.43 5893.76 5867.31 5852.89
threshold=26.500000000000004 667.33407003207014 0.41277890466531447 1362.6909100320706 12.500000000000002 0.23904761904761906 2258.0617350000007 7.5000000000000009 3.5000000000000004 744.41782253207009 1011.41585003207 0.18274582560296851 4.5000000000000009 6.5000000000000009 2.5000000000000004 3585.7070200000003 1.5000000000000002 769.42615503207003 3247.4275200000006 6.5000000000000009 6.5000000000000009 0.16869918699186995 825.46808753207006 878.39572336540346 0.10620300751879701 712.37379669873678 4.5000000000000009 3.5000000000000004 2912.4473000000003 0.53452380952380962 0.46291208791208799 0.68857758620689669 3247.4275200000006 0.67028985507246386 12.500000000000002 0.96362433862433872 0.59729729729729741 2.5000000000000004 2.5000000000000004 0.36939571150097467 2.5000000000000004 4.5000000000000009 984.47344919873672 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.14459930313588851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -3 8 25 -10 11 12 13 14 -11 16 23 -18 19 -19 21 -20 24 -16 -15 39 46 28 -13 30 31 34 33 -31 -29 36 37 -33 -36 40 -8 42 -30 -43 -14 -42 -26 -35 -12 -47
right_child=1 6 -4 -5 5 -7 7 -9 9 10 48 27 44 22 15 -17 17 18 20 -21 -22 -23 -24 -25 26 -27 -28 29 41 32 -32 35 -34 47 38 -37 -38 -39 -40 -41 45 43 -44 -45 -46 49 -48 -49 -50 -51
leaf_value=-0.00081698985673695249 0.27176337297572645 -1.1062093353446794 -1.5970508359670639 -0.12518819645562682 1.9270728507212231 -0.025851971762520926 0.57924465765835531 -0.010783400594844707 0.42775850208917099 -0.089507791814988094 0.27772618111622915 -0.49921812096062834 -0.49948685779804142 -0.70494452353679771 0.30963173114260201 -2.5772587523758412 -2.9046696797013283 0.15370525600983925 -4.5035940003395085 -2.3556103961808339 0.14939878355889094 -1.3883900580198869 -0.46285946361524771 -1.4233644497103808 0.77298779301345355 0.096025813230677062 0.068259528863268928 -0.070973780270861958 2.005689155181249 0.97524605309100532 -1.4949940131335964 -1.9062864414576826 1.607707602166115 -1.369691623062701 -0.0032420659065246584 0.54359576702117918 -2.7733005605425154 0.23614855938487583 2.5234354972839359 -1.4591195752035899 0.34321908814566476 -0.73468120080920363 -0.013551928202311199 1.066086734609401 1.1978420111040273 -2.7507617755234244 3.1725684120541526 0.029944522336403035 -0.022280622437167871 -0.66414239690071197
leaf_weight=537992 43 34 50 3252 28 21 71 18009 414 149 1006 85 41 33 97 50 40 97 20 28 21 23 352 41 20 13608 37 950 75 76 61 29 47 37 20 24 35 36 22 53 35 39 30 47 48 20 21 161 1852 41
leaf_count=537992 43 34 50 3252 28 21 71 18009 414 149 1006 85 41 33 97 50 40 97 20 28 21 23 352 41 20 13608 37 950 75 76 61 29 47 37 20 24 35 36 22 53 35 39 30 47 48 20 21 161 1852 41
internal_value=0 0.0208044 -0.732975 -0.00146544 -0.000717638 1.09011 0.0226475 0.0236575 0.0546822 -0.0173707 -0.04942 -0.1806 -0.466179 -0.542474 -0.806758 -1.06304 -0.856746 -1.24935 -0.899022 -0.408381 -1.8573 -2.83732 -0.219396 -0.205244 0.552668 0.0868007 1.08473 -0.000623243 0.467537 -0.0868797 -0.198784 -0.127934 0.323437 0.103143 -0.0120709 -1.05484 -1.43846 -0.719707 1.32026 -0.483815 -0.174288 0.897768 1.42876 0.249459 0.415926 -0.731588 2.00204 -0.231604 0.0833201 -1.34828
internal_weight=0 38128 93 541293 538041 49 38035 38001 19992 6164 5750 2892 1118 1029 566 417 367 229 189 125 64 43 463 138 111 13828 78 1774 276 1498 1177 1116 321 274 992 124 100 65 42 220 167 191 105 86 89 96 41 198 2858 61
internal_count=579421 38128 93 541293 538041 49 38035 38001 19992 6164 5750 2892 1118 1029 566 417 367 229 189 125 64 43 463 138 111 13828 78 1774 276 1498 1177 1116 321 274 992 124 100 65 42 220 167 191 105 86 89 96 41 198 2858 61
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=51
num_cat=0
split_feature=12 0 11 11 14 5 3 7 14 8 6 12 0 3 13 14 9 0 14 1 11 4 4 11 3 11 3 6 0 1 14 5 0 10 13 8 0 9 14 0 11 14 4 0 5 13 13 10 1 13
split_gain=1825.4 4202.41 6883.67 7946.26 6508.17 9274.61 7241.72 5954.77 5814.57 5343.29 5997.34 5778.14 4907.55 5396.05 4680.05 7603.89 4401.66 6575.92 17193.7 7214.53 13600.7 5593.21 4530.91 9264.78 13709.3 9505.62 10927.8 8871.63 6960.14 7075.3 4280.41 4202.17 5593.22 4201.3 4189.43 4560.3 5048.6 7279.73 4632.55 4379.32 4187.5 4170.89 5488.47 10793 5159.09 9793.63 6736.4 6826.92 5591.25 4827.88
threshold=6.5000000000000009 896.11410003207016 0.039230769230769243 0.044466403162055343 0.087595907928388769 8.5000000000000018 33.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 653.65034836540337 15.500000000000002 0.059714795008912663 0.03509852216748769 3.5000000000000004 837.92518003206999 0.13423423423423428 3105.9957700000004 0.13100686498855837 5.5000000000000009 4.5000000000000009 0.1012820512820513 27.500000000000004 0.33712121212121215 29.500000000000004 1.5000000000000002 797.48407503207011 2940.4779350000003 0.21132376395534294 1.5000000000000002 806.8070833654034 0.28759398496240607 0.036375661375661381 3.5000000000000004 869.95145253207011 2.5000000000000004 0.039230769230769243 811.40578753207012 0.19139194139194141 0.16064516129032261 8.5000000000000018 837.92518003206999 2.5000000000000004 0.11834733893557424 0.091966173361522213 0.36474501108647456 3247.4275200000006 0.059714795008912663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 8 12 -4 -2 11 14 -10 -6 -14 34 -16 22 19 21 30 -21 -19 -5 24 -24 26 27 28 29 -25 -18 32 -13 -12 35 36 38 -38 39 -11 -23 42 -15 -44 -43 46 49 -48 -47 -46
right_child=1 -3 3 16 6 -7 -8 -9 9 10 33 31 13 41 15 -17 17 18 -20 20 -22 40 23 25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 44 43 -45 45 48 47 -49 -50 -51
leaf_value=0.0010527535880939676 1.589046770977703 -0.066089854205679019 -0.2911588207880656 -0.17718658334034157 -0.15514143214003973 -2.0050778706868488 2.0220566684291477 -2.3007090933364012 0.047561219034475154 1.9544938643773397 -1.7283796575665473 1.1218054663897916 -0.20444507005913506 0.41115110041545555 1.314273132218255 -0.025748107954859736 -0.45957111450043897 -0.18452288670973346 -2.0349966358679992 -3.3112495835010822 -0.58641800668931776 2.248840215129237 -0.045383229351873638 0.95795418508350849 -2.7744041529794536 0.012002434870610102 2.4939375699417936 -0.9761812467728892 0.039336133836523485 3.1127542543411257 1.0754824888706207 1.5821570512923329 -0.55892556508382163 -0.22814688156758037 -0.7226459831205192 -1.4498616428375246 0.044416875143845874 -2.3504820753227582 -0.065953371466406979 0.044145039717356366 0.6051817228717189 0.33497099563752158 0.53547646818739003 -2.3239813316952098 -0.35384470575511284 0.27881538603188738 -2.1952332302502224 0.085438270795912985 1.6681723824994905 0.44703364667204237
leaf_weight=559730 22 12209 30 762 433 24 21 29 602 24 40 44 290 1326 45 718 198 33 26 26 62 31 79 64 24 317 35 31 57 20 20 44 36 35 181 25 30 22 273 24 31 601 33 22 336 168 35 21 35 97
leaf_count=559730 22 12209 30 762 433 24 21 29 602 24 40 44 290 1326 45 718 198 33 26 26 62 31 79 64 24 317 35 31 57 20 20 44 36 35 181 25 30 22 273 24 31 601 33 22 336 168 35 21 35 97
internal_value=0 -0.0299252 0.0290876 -0.136782 0.0845548 -0.0500706 0.170773 -1.2789 -0.0283985 -0.0450032 -0.158029 0.175599 0.159329 0.205269 -0.109394 0.0532833 -0.0996752 -0.380469 0.243599 -0.627241 -1.39148 0.867215 -0.0133548 0.185752 -0.681272 0.356178 0.883249 0.555492 0.892243 1.471 -0.318741 0.797202 0.365477 -1.02827 -0.323768 -0.142368 -0.0547347 -0.96881 0.0933398 0.999319 1.42701 0.249703 0.37055 -0.608307 0.120631 -0.0655224 -0.307911 -1.33998 0.51836 -0.174433
internal_weight=0 19691 7482 1875 5607 2189 3418 59 2165 2143 1417 726 3397 2964 1342 763 1816 427 121 306 88 95 1389 627 103 524 207 172 141 84 218 124 80 75 579 398 373 52 321 48 62 2674 1381 55 1293 692 489 56 203 433
internal_count=579421 19691 7482 1875 5607 2189 3418 59 2165 2143 1417 726 3397 2964 1342 763 1816 427 121 306 88 95 1389 627 103 524 207 172 141 84 218 124 80 75 579 398 373 52 321 48 62 2674 1381 55 1293 692 489 56 203 433
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=51
num_cat=0
split_feature=8 4 1 13 7 10 6 3 9 5 1 14 9 0 12 4 14 14 13 10 13 12 0 13 13 3 13 5 4 10 6 14 6 2 8 2 13 1 0 12 7 5 10 14 10 10 4 12 10 2
split_gain=1760.76 3898.44 5359.3 4707.16 4826.98 10028.7 8023.75 4335.95 8055.52 5159.03 5871.82 4998.67 5025.65 5587.75 6328.58 5506.02 5855.47 6746.04 5403.18 5929.45 4817.23 4465.23 4333.03 4521.5 5263.36 4301.21 4277.86 3912.8 3756.61 3658.66 3624.76 4162.73 5410.81 13185.5 5177.23 11810.4 5349.28 6326.35 5336 4462 3895.59 3570.65 3245 3212.18 3080.69 3130.36 3254.64 4241.72 3076.06 3694.89
threshold=6.5000000000000009 2.5000000000000004 2268.1115500000001 0.080540540540540564 3.5000000000000004 0.04819976771196284 3.5000000000000004 41.500000000000007 1.5000000000000002 9.5000000000000018 3757.3374450000006 0.81980519480519487 2.5000000000000004 1243.5699533654035 3.5000000000000004 6.5000000000000009 0.072299651567944254 0.23861283643892342 0.14459930313588851 0.12347560975609757 0.29520697167755999 6.5000000000000009 945.96035253207003 0.38585607940446659 0.24068965517241384 26.500000000000004 0.75304878048780499 12.500000000000002 4.5000000000000009 0.27842377260981915 6.5000000000000009 0.75337837837837851 3.5000000000000004 3.5000000000000004 8.5000000000000018 3.5000000000000004 0.065942028985507259 3035.3728750000005 1187.5535858654036 3.5000000000000004 1.0000000180025095e-35 10.500000000000002 0.95346320346320357 0.27888888888888896 0.03509852216748769 0.50609756097560987 6.5000000000000009 3.5000000000000004 0.96609195402298864 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 4 30 -6 28 9 -9 10 44 12 21 14 15 16 -14 -18 -16 -20 -12 22 23 24 25 -11 -25 -2 -7 -10 31 32 34 43 36 -36 38 39 -3 -38 -40 -30 -33 -34 -5 46 -46 -48 49 -24
right_child=1 3 -4 7 5 6 -8 8 29 11 20 -13 13 -15 18 -17 17 -19 19 -21 -22 -23 48 26 -26 -27 -28 -29 41 -31 -32 42 33 -35 35 -37 37 -39 40 -41 -42 -43 -44 -45 45 -47 47 -49 -50 -51
leaf_value=0.00049042617840632343 -0.10436170721114986 -0.46470204810867766 -0.49007344262813946 0.19035661360510042 -1.1577723347622415 -0.56302076351074948 2.4421756495128979 0.36931145056601494 -0.79890579700469977 -0.42930270292692718 -1.9718235343243138 -0.34086532339659259 -1.1493052572011948 2.1098491748174033 0.60814867358316071 1.7518761828178313 1.6903136991641738 0.15212177840279945 0.10892524151574999 -2.240277179601518 -0.005003268420696259 1.3545378150939942 0.052462237612122591 -0.72199198777476958 1.8001772654217643 1.1776402619577222 0.9892340225832803 0.88777783762576967 1.6670815047215333 -2.6887598134222488 1.2494822496405016 0.86383927364098401 -0.48430821702561594 -2.4408836849274174 0.071459434558696397 2.461648291775159 1.0413155404584749 2.1590871822266351 1.4117911923814703 -0.7139343821009001 0.013438181716360546 0.022381355952132833 -0.34469037806165631 0.91765333826725293 -0.28931005561768808 -0.091793673342709894 -1.3631330205208583 0.2049772881943247 0.34795579515924357 -0.54852635892517365
leaf_weight=574871 526 273 454 214 23 21 33 31 20 36 33 222 20 21 33 41 44 81 21 22 20 25 189 48 37 31 21 43 33 21 26 95 44 31 79 28 28 21 27 30 76 22 29 26 293 644 69 23 99 223
leaf_count=574871 526 273 454 214 23 21 33 31 20 36 33 222 20 21 33 41 44 81 21 22 20 25 189 48 37 31 21 43 33 21 26 95 44 31 79 28 28 21 27 30 76 22 29 26 293 644 69 23 99 223
internal_value=0 -0.061963 -0.233835 -0.0121119 0.178847 0.73974 1.14013 -0.0820018 -0.847131 -0.0600539 -0.198811 0.0880752 0.184068 0.540331 0.414529 0.728691 0.439376 0.693565 -0.354339 -1.09299 -1.22963 0.0418644 -0.00611343 0.426456 0.84287 0.314208 -0.201184 -0.0293846 0.574772 -1.76688 0.087779 0.0494 -0.0500617 -0.72394 0.0710446 0.696929 -0.0761415 0.671894 -0.233308 0.133428 0.379997 1.0092 0.581199 0.0364204 -0.154858 -0.226652 -0.452233 -0.971105 -0.15256 -0.27283
internal_weight=0 4550 1023 3527 945 132 109 2582 72 2510 1296 1214 992 283 262 186 145 125 76 43 53 709 684 173 104 67 69 569 76 41 813 787 663 101 562 107 455 79 376 58 103 55 124 70 1243 1029 385 92 511 412
internal_count=579421 4550 1023 3527 945 132 109 2582 72 2510 1296 1214 992 283 262 186 145 125 76 43 53 709 684 173 104 67 69 569 76 41 813 787 663 101 562 107 455 79 376 58 103 55 124 70 1243 1029 385 92 511 412
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=51
num_cat=0
split_feature=0 11 9 1 6 1 6 7 12 3 5 14 13 12 1 10 14 0 13 0 6 3 7 14 13 10 3 9 0 14 14 13 7 5 8 10 14 12 5 1 13 10 14 7 9 14 9 13 6 6
split_gain=1704.85 5200.29 5052.93 3364.57 2506.11 2196.55 2182.5 1982.76 3292.46 3987.43 9050.67 4206.91 3454.5 3064.7 5179.54 14748.2 7329.37 10281.3 7328.32 10077.3 17049.9 8663.65 7954.41 8403.33 7324.28 4791.77 7042.35 4824.22 7160.32 4982.33 4697.87 4506.17 4501.64 4396.58 4324.87 6978.17 4311.52 4255.09 4230.65 5313.28 4858.16 4695.86 4181.82 3417.89 5518.84 3936.31 6712.98 4814.45 4212.04 4563.04
threshold=1462.7090825320704 0.067816091954023008 2.5000000000000004 3035.3728750000005 13.500000000000002 3105.9957700000004 1.5000000000000002 2.5000000000000004 13.500000000000002 37.500000000000007 3.5000000000000004 0.037749287749287756 0.080540540540540564 3.5000000000000004 3585.7070200000003 0.68237250554323736 0.087595907928388769 1095.5934300320703 0.29520697167755999 1020.5262783654035 1.5000000000000002 38.500000000000007 4.5000000000000009 0.32200460829493094 0.50609756097560987 0.45584415584415588 34.500000000000007 3.5000000000000004 1187.5535858654036 0.37668918918918926 0.53410852713178303 0.70135135135135152 4.5000000000000009 7.5000000000000009 7.5000000000000009 0.96609195402298864 0.17445652173913045 2.5000000000000004 11.500000000000002 2258.0617350000007 0.89039039039039047 0.73798627002288331 0.12060606060606062 7.5000000000000009 3.5000000000000004 0.039230769230769243 1.5000000000000002 0.33771929824561409 6.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -3 -5 8 -1 10 11 -10 -13 14 34 16 17 32 21 36 -21 25 -23 -24 -19 26 -18 28 29 -28 -22 43 -16 -17 -9 38 -20 -35 39 -36 42 -40 -41 -15 45 46 -45 48 49 -47
right_child=1 5 -4 6 -6 -7 -8 13 9 -11 -12 12 -14 31 15 33 18 24 19 20 30 22 23 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 37 35 -37 -38 -39 41 40 -42 -43 -44 44 -46 47 -48 -49 -50 -51
leaf_value=0.0018984308761760466 -0.060886142673817548 0.22408790257875807 -0.34762335906178332 0.034928798661227729 1.000861031845212 0.67327182087482829 0.39447591728508002 -0.0049189901512511156 -1.277959798331614 -1.4225879535559685 1.0189615761980098 -0.57083110342486543 0.60427018205324812 -0.042603514232722718 2.7618252082874903 0.33225186256319289 0.53911807561914127 1.2698200500928438 0.48520721738988704 2.4340710282325748 -1.221757474264249 1.9508629506979234 1.5274766471982002 -1.2226136716604232 -1.2093430790034208 0.71962945002775935 -0.96287926946367541 0.050117580406367782 -0.38167390366818044 -3.0166195728160718 0.57730471945944284 -1.1686671876245076 1.0340236768424511 -0.38254059715053212 0.085846316870653416 1.0238083887845277 2.1293330659126415 -1.5051092908382415 -0.52693718641388176 0.14489588378106846 -2.2170772790908813 1.0456830424647179 -1.1630093211843364 -2.0921696449148244 -1.9616405650973321 0.032959272296264254 -0.14944931968398717 1.334398560632359 1.1203429655595261 -0.84772518994757018
leaf_weight=511096 737 320 327 288 25 165 408 45974 54 31 47 82 36 18303 38 50 48 26 22 24 47 39 20 25 22 39 21 40 47 27 21 36 25 104 53 32 58 50 49 34 30 31 87 29 20 145 46 22 22 99
leaf_count=511096 737 320 327 288 25 165 408 45974 54 31 47 82 36 18303 38 50 48 26 22 24 47 39 20 25 22 39 21 40 47 27 21 36 25 104 53 32 58 50 49 34 30 31 87 29 20 145 46 22 22 99
internal_value=0 0.0869745 0.0070794 0.0880199 -0.000338298 0.376903 0.245698 -0.000381667 0.00172096 -0.361093 -0.210836 -0.546885 -0.212326 -0.0167204 -0.00311196 0.250296 0.504095 1.23612 0.334105 0.856363 0.142592 0.0405487 0.90557 -0.000351308 0.133537 -0.286757 -0.501232 -0.871135 -1.25903 -2.11811 -0.666165 -0.0509436 2.07619 -0.482486 -0.00745313 -0.376138 1.6772 -0.747011 -0.533879 -0.775578 -1.07793 0.0824532 -0.795499 -0.0487902 -0.344443 -0.255342 -0.900635 -0.0872965 -0.20488 -0.324368
internal_weight=0 2245 1760 1433 577176 485 696 577151 511346 250 219 172 118 65805 47083 793 589 111 478 172 92 306 84 45 48 222 183 135 95 48 68 18722 63 204 46290 316 80 154 284 204 151 80 121 18686 383 363 75 288 266 244
internal_count=579421 2245 1760 1433 577176 485 696 577151 511346 250 219 172 118 65805 47083 793 589 111 478 172 92 306 84 45 48 222 183 135 95 48 68 18722 63 204 46290 316 80 154 284 204 151 80 121 18686 383 363 75 288 266 244
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=51
num_cat=0
split_feature=3 0 4 1 9 0 10 14 1 3 0 14 13 0 7 5 0 1 13 6 6 8 14 6 5 0 4 1 0 11 10 0 4 8 13 8 6 3 7 0 0 10 9 3 6 10 10 10 4 1
split_gain=1773.26 6122.37 7870.43 6059.54 6601.95 5600.9 4900.13 4888.77 4416.61 4113.93 4775.23 3941.12 7222.49 9567.11 5325.63 4994.43 4677.19 4575.55 4283.92 5524.53 4021.76 4530.3 3634.18 3552.33 3518.27 4796.71 3327.29 6376.64 5082.74 8393.3 5623.83 4824.51 4479.19 6686.5 7224.7 7087.27 7937.81 6746.1 5901.06 5122.54 4601.81 7839.69 8426.98 4285.76 4111.27 4075.55 14947.1 7831.59 10167.7 7511.24
threshold=21.500000000000004 1135.5863325320704 7.5000000000000009 2100.9616750000005 2.5000000000000004 569.77478253207005 0.1012820512820513 0.3623737373737374 2339.2687100000007 18.500000000000004 628.30594169873677 0.53410852713178303 0.042572463768115944 804.4082275320701 10.500000000000002 13.500000000000002 754.68448003207016 2038.9271700000002 0.27149877149877155 4.5000000000000009 1.5000000000000002 1.5000000000000002 0.41763565891472876 4.5000000000000009 4.5000000000000009 773.89375253207015 6.5000000000000009 2393.1946050000006 647.79238503207 0.53950103950103967 0.3623737373737374 797.48407503207011 2.5000000000000004 7.5000000000000009 0.92450142450142458 2.5000000000000004 5.5000000000000009 25.500000000000004 1.5000000000000002 647.79238503207 677.01583003207008 0.15894736842105264 3.5000000000000004 25.500000000000004 1.5000000000000002 0.92637759710930456 0.85504201680672276 0.93844696969696983 8.5000000000000018 2518.2469050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 7 -5 -2 11 10 -4 15 24 14 16 23 17 -14 19 20 21 -18 -3 -7 25 -13 27 31 29 30 44 -10 33 34 39 -36 37 -37 -39 43 41 -41 -43 -29 -28 46 49 48 -47 -30
right_child=5 22 3 6 -6 8 -8 -9 26 -11 -12 12 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 32 45 -31 -32 -33 -34 -35 35 36 -38 38 -40 40 -42 42 -44 -45 -46 47 -48 -49 -50 -51
leaf_value=-0.0032675807511669723 -1.308251861394462 -0.052093675039099431 0.41659312865262565 -0.10945666035643985 0.48746418251415718 0.049443607369000928 0.067279926699324297 -0.13956383081501003 -0.23054186210535407 0.295895996249323 0.041029079476343988 -2.0822109357818315 1.1980897678519196 0.052202332516765121 -1.0797774019566448 1.1358854420301392 0.10381029957816715 0.22551470387807715 0.46156315588810309 2.5748793195594444 0.43471559486959288 1.7901364503484787 -0.20992845650793857 -0.26158938105903606 -0.088785919364883392 -0.3197969422497331 -0.30757957641740552 0.70382529496870661 0.11974112637383375 1.5417878059240488 -0.65133834469557228 0.022135495374980135 0.046173549275239506 -0.59041413776251173 -0.29206392667332637 0.36010524667799476 -0.3424478826984283 0.9948867768049241 3.0692197883268819 -1.6391709668963566 -0.069089129856082107 -0.8046269225972621 1.557391214889029 -0.80134382735599174 0.19647012662967087 -0.11562625235074186 0.34183172628751696 -0.056803890400351664 -1.9778540921910688 -0.017344072990213257
leaf_weight=445505 59 8254 371 2216 531 5398 5371 91 1635 1039 3871 23 53 1223 22 41 21 554 254 22 92 66 1772 394 229 47 449 135 4442 26 287 1405 39436 229 61 32 31 24 32 51 3217 44 23 22 253 73 1289 8762 49 39895
leaf_count=445505 59 8254 371 2216 531 5398 5371 91 1635 1039 3871 23 53 1223 22 41 21 554 254 22 92 66 1772 394 229 47 449 135 4442 26 287 1405 39436 229 61 32 31 24 32 51 3217 44 23 22 253 73 1289 8762 49 39895
internal_value=0 -0.00268534 -0.000996418 0.0745178 0.151352 0.0113967 0.015659 -0.599248 0.0122268 0.117556 0.0738754 0.0817488 0.183989 0.243923 0.460227 0.0360709 0.492129 0.310435 0.734521 1.07945 0.895658 1.38309 -0.0799895 0.0282856 -0.278439 -0.898876 0.00646939 0.0262412 -0.0100449 -0.231767 -0.278393 -0.113762 0.0360621 -0.0661561 -0.0334614 0.584355 1.03361 1.51836 2.18022 -0.0653076 -0.0915865 -0.704926 0.00621512 0.49291 -0.125921 -0.00591638 0.00614933 -0.0678829 -0.86357 -0.00360989
internal_weight=0 468930 458904 13399 5812 110491 7587 150 110341 5281 4242 8439 2606 2307 1084 5833 1062 607 455 201 179 87 10026 5792 299 70 101902 46377 55525 1015 989 3040 43337 3901 3672 180 119 88 56 3492 3335 118 67 157 702 54510 45626 8884 122 44337
internal_count=579421 468930 458904 13399 5812 110491 7587 150 110341 5281 4242 8439 2606 2307 1084 5833 1062 607 455 201 179 87 10026 5792 299 70 101902 46377 55525 1015 989 3040 43337 3901 3672 180 119 88 56 3492 3335 118 67 157 702 54510 45626 8884 122 44337
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=51
num_cat=0
split_feature=3 0 0 14 0 13 4 13 14 14 5 10 7 0 5 7 1 8 13 7 7 13 10 10 4 9 0 12 0 13 13 5 2 14 12 9 8 14 10 10 10 6 0 5 13 14 14 6 14 10
split_gain=1706.92 3840.25 3597.15 4310.42 10199.7 7676.85 6502.03 6111.98 8580.46 8868.42 7049.88 10382.6 7370.74 4953.5 4739.25 5071.04 4383.93 11621.9 10003.6 4245.96 9508.97 9047 4996.43 4838.31 3973.81 6520.57 4450.86 5551.66 4866.56 5807.98 5241.91 5996.31 5234.85 11542.6 9043.53 6112.86 5637.27 6425.57 4906.4 5430.35 4871.51 4127.56 3853.03 3802.15 3788.74 3617.73 3236.18 3095.8 3082.98 3014.97
threshold=30.500000000000004 714.38894753207012 1362.6909100320706 0.89039039039039047 1165.0077825320702 0.82683658170914553 8.5000000000000018 0.61651583710407254 0.19292803970223329 0.050641025641025648 5.5000000000000009 0.96824596774193561 3.5000000000000004 1002.03221753207 8.5000000000000018 2.5000000000000004 2940.4779350000003 2.5000000000000004 0.22361111111111112 4.5000000000000009 3.5000000000000004 0.059714795008912663 0.3133928571428572 0.3816526610644258 3.5000000000000004 4.5000000000000009 830.42336253206997 4.5000000000000009 884.09291836540353 0.13100686498855837 0.23166368515205729 11.500000000000002 3.5000000000000004 0.040408163265306128 6.5000000000000009 2.5000000000000004 1.5000000000000002 0.096006144393241177 0.063508064516129045 0.48074074074074075 0.067424242424242428 1.5000000000000002 1030.5273950320702 18.500000000000004 0.091966173361522213 0.23606811145510839 0.11583184257602865 4.5000000000000009 0.13100686498855837 0.13423423423423428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 19 7 14 16 9 -9 -11 12 13 -12 47 -16 17 44 -19 20 21 -5 -21 49 25 26 27 -18 38 32 31 48 36 -34 -35 -36 37 -30 -28 -40 -32 -38 -24 -4 -3 -10 -43 -7 -31 -23
right_child=1 2 43 4 -6 6 -8 8 45 10 11 -13 -14 -15 15 -17 24 18 -20 22 -22 23 42 -25 -26 -27 28 -29 29 30 40 -33 33 34 35 -37 41 -39 39 -41 -42 46 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00081736640254473445 -1.2549603545147441 -1.4652789538992304 0.27348760118178778 -1.0037764618109013 -0.64131794277625753 1.1021698559820654 -1.7133278701194499 -0.20538223935291172 -0.90464456217002354 0.060479251703336123 2.4623225585274078 -0.13483057192393713 3.113002730638553 0.56216268784859602 -2.0016826689243317 -0.24961794593705322 -0.20334937639774814 2.9337001636110505 0.28374673298427039 -1.1369881415118774 2.4128598168918067 1.0809946942329407 0.97716493485150524 0.4231795327386994 0.020160411446349894 1.5106105346055259 -0.77715691447258006 -2.1647342375583118 -0.3026573986718149 -0.8382782578468323 1.0578438462246031 1.9113738209009172 -2.6644062222856464 -1.8424459745144024 -0.97692459225654604 1.2800757020098779 -1.5268188586348996 1.8477983818699917 1.8254787926616913 -0.25113817110657694 -0.66041952464487652 0.084662412627730332 -0.56839397575544282 -1.0893453981195178 0.25293630117719829 0.19732203735038639 -0.76383631489742765 -0.43988486580226732 0.87719372515143323 2.6660726688057186
leaf_weight=566572 23 21 813 29 79 30 43 64 49 42 23 28 39 34 24 53 31 29 28 24 35 30 54 69 10284 21 20 27 33 20 21 30 33 29 20 30 34 24 34 20 77 93 23 21 33 76 87 23 22 20
leaf_count=566572 23 21 813 29 79 30 43 64 49 42 23 28 39 34 24 53 31 29 28 24 35 30 54 69 10284 21 20 27 33 20 21 30 33 29 20 30 34 24 34 20 77 93 23 21 33 76 87 23 22 20
internal_value=0 0.0360415 0.0383565 0.0243906 0.363728 0.0137981 -0.647373 0.0237827 0.432235 0.794672 1.18023 1.55951 2.05369 1.32889 -0.294788 -0.795716 0.0107207 0.63602 1.63197 0.643301 0.930553 0.580008 0.122833 0.965972 0.00440514 -0.225095 -0.278307 -1.11641 -0.200779 -0.302692 0.183743 0.831582 -0.518603 -1.09368 -0.437559 0.377276 -0.280932 0.602798 0.560816 1.05636 -0.29222 -0.516318 0.515504 0.239172 -0.415259 -0.234649 -0.325445 0.432976 0.0603023 1.71503
internal_weight=0 12849 12826 11992 363 11629 173 11456 355 230 166 124 96 57 130 77 11101 111 57 284 183 148 101 119 10990 706 685 58 627 553 170 72 383 112 79 50 271 57 74 54 98 214 77 834 54 125 180 53 42 50
internal_count=579421 12849 12826 11992 363 11629 173 11456 355 230 166 124 96 57 130 77 11101 111 57 284 183 148 101 119 10990 706 685 58 627 553 170 72 383 112 79 50 271 57 74 54 98 214 77 834 54 125 180 53 42 50
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=51
num_cat=0
split_feature=7 4 1 14 8 14 14 0 6 0 0 10 10 6 12 14 6 0 7 11 0 1 0 0 11 3 11 11 11 5 11 1 5 6 13 12 12 7 0 10 14 9 0 14 7 4 0 3 14 8
split_gain=1720.19 2247.46 8938.85 6656.54 7844.8 13348.4 9669.92 6777.98 7674.16 13720 9478.33 8181.51 6524.51 13037.4 6322.36 6381.13 7479.59 5799.97 4689 4619.89 4595.38 4304.11 4302.02 10532 8021.96 6121.2 9854.9 8176.18 9120.19 7358.96 6284.91 5928.83 9109.12 8919.37 5825.32 5695.01 5913.49 5278.26 8439.3 8013.18 12741.8 4807.88 4779.73 6154.56 5281.44 5561.39 9936.98 7013.8 5387.02 5271.96
threshold=1.0000000180025095e-35 10.500000000000002 2912.4473000000003 0.12060606060606062 3.5000000000000004 0.21525096525096529 0.81016731016731025 928.48060753207005 2.5000000000000004 1041.0348750320702 1110.4908300320703 0.32971014492753631 0.29520697167755999 1.5000000000000002 2.5000000000000004 0.074537037037037054 1.5000000000000002 716.3737108654035 1.5000000000000002 0.58477011494252884 1154.1210150320703 2940.4779350000003 1135.5863325320704 1095.5934300320703 1.0000000180025095e-35 35.500000000000007 0.23669467787114848 0.12660256410256412 0.21132376395534294 5.5000000000000009 0.26393188854489169 3105.9957700000004 3.5000000000000004 1.5000000000000002 0.22361111111111112 2.5000000000000004 3.5000000000000004 1.5000000000000002 806.8070833654034 0.42206477732793529 0.17445652173913045 3.5000000000000004 858.97015253207007 0.28759398496240607 3.5000000000000004 11.500000000000002 942.50007253207002 30.500000000000004 0.39208074534161497 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 14 19 12 7 -7 9 -9 -10 -11 13 -6 15 16 -4 -3 -14 21 -21 -5 23 25 34 27 -27 29 -29 31 -30 32 35 -34 -25 -23 -37 39 -39 40 -33 -32 43 -40 45 46 -44 -47 -46 -48
right_child=1 2 3 4 5 6 -8 8 10 11 -12 -13 18 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 28 30 -31 41 37 33 -35 -36 36 -38 38 42 -41 -42 -43 44 -45 48 47 49 -49 -50 -51
leaf_value=0.0064110324832809193 -0.0055279329081698719 -0.75012110292556744 1.2102851896058946 -1.2999517741410629 0.9692505347423066 1.0446790564006994 1.9752870173454284 -2.7251971277697336 2.3306152606010437 -0.96701564019812014 -0.32474716814552868 0.99953179254251379 1.8548010435700417 3.9315375010172526 -0.11514675153082446 -1.9658682987878198 -1.1413154095411302 0.46107596648962013 -0.045671087986714133 -1.3409860846896968 0.19195511630087189 -0.89014670872688295 -0.19113090303672223 1.0760046721550456 -0.2438012200407684 0.91146351615054488 -1.4024533317912193 1.7875981252640487 -1.4859688666462898 -1.1268188031390309 -0.19507206772503102 2.5923498483804561 0.29247324205935005 2.7364022821187977 2.9332068865497907 1.3408871848332256 -0.55524467599803007 1.0132496487010609 -2.5140509564301063 -1.0138894622142498 0.075934024841597919 1.5318708743367877 0.14832456213022982 -0.51723423202832541 1.289933381875356 1.1792557757634383 -3.2295207977294922 -0.89237637926231739 -0.63869614090238302 -1.1545662045478822
leaf_weight=243001 332415 42 21 23 39 42 25 29 20 56 41 34 20 24 1172 38 38 674 37 48 33 50 429 57 32 149 21 48 20 72 38 26 32 28 24 38 29 33 29 39 89 28 28 33 30 26 25 44 28 24
leaf_count=243001 332415 42 21 23 39 42 25 29 20 56 41 34 20 24 1172 38 38 674 37 48 33 50 429 57 32 149 21 48 20 72 38 26 32 28 24 38 29 33 29 39 89 28 28 33 30 26 25 44 28 24
internal_value=0 -0.00463078 0.0698328 0.00012781 0.112886 0.531119 0.110757 -0.0992132 -0.366121 -0.833609 0.545863 -0.224098 1.39637 2.09774 -0.179361 -0.955227 -0.304305 0.390028 0.621161 0.0200294 -0.716454 0.057978 0.078141 0.181282 1.0967 0.078558 0.625627 -0.0325551 0.683321 -0.169009 0.0669799 -0.059719 0.431202 1.43297 1.62629 -0.0825275 0.520173 -0.251113 -0.49541 0.224789 0.644863 0.53757 -0.681873 -1.45123 -0.44919 -0.768017 -1.35447 -0.122913 0.358871 -2.21322
internal_weight=0 336420 4005 3289 2020 367 247 222 180 119 61 90 120 63 1269 97 59 716 57 1653 81 1572 1549 1120 113 1007 170 837 134 703 86 631 177 60 81 117 67 454 300 154 115 66 267 62 205 147 77 70 58 49
internal_count=579421 336420 4005 3289 2020 367 247 222 180 119 61 90 120 63 1269 97 59 716 57 1653 81 1572 1549 1120 113 1007 170 837 134 703 86 631 177 60 81 117 67 454 300 154 115 66 267 62 205 147 77 70 58 49
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=51
num_cat=0
split_feature=0 10 9 4 10 10 6 10 9 4 1 12 1 10 13 8 4 12 3 1 11 0 0 0 8 11 4 3 1 10 6 13 9 10 1 14 10 13 13 0 12 13 0 4 12 10 6 12 7 14
split_gain=1619.8 7805.45 6149.65 4442.95 4434.77 3590.7 2894.74 2847.9 2623.34 2521.11 2429.74 2049.69 2042.23 2037.34 1874.69 1857.91 2542.64 2141.92 3069.74 5647.18 3362.29 7013.97 8258.14 6113.32 4742.2 7458.49 5031.14 3836.37 3280.76 6158.57 10032.6 18317 7564.02 7236.53 5654.74 5171.4 6076.06 4382.01 7195.22 5554.55 4773.3 4377.9 4494.92 4781.68 3908.43 3292.69 3223.09 3206.33 3021.46 3020.87
threshold=453.23590169873665 0.096006144393241177 2.5000000000000004 1.5000000000000002 0.267948717948718 0.6984848484848486 2.5000000000000004 0.84292763157894746 3.5000000000000004 3.5000000000000004 1665.0083250000002 2.5000000000000004 1258.5753550000002 0.29520697167755999 0.087595907928388769 1.0000000180025095e-35 15.500000000000002 6.5000000000000009 28.500000000000004 3383.3926800000004 0.69631093544137035 1144.5916150320702 784.69787669873676 915.06066003207002 4.5000000000000009 0.97467948717948727 8.5000000000000018 32.500000000000007 3247.4275200000006 0.17752100840336138 2.5000000000000004 0.17752100840336138 4.5000000000000009 0.03509852216748769 3305.7150050000014 0.267479674796748 0.072299651567944254 0.14459930313588851 0.072299651567944254 835.41881669873692 5.5000000000000009 0.19139194139194141 1082.0615325320703 8.5000000000000018 5.5000000000000009 0.3066239316239317 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 0.21525096525096529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 8 6 13 -7 9 -4 12 -1 -6 -5 -9 -2 17 18 19 28 -20 22 -22 47 25 26 27 -25 -17 30 32 -32 33 34 44 36 -35 38 40 -40 46 -39 43 45 -30 -43 -31 -24 -41 -19
right_child=15 2 4 5 10 7 -8 14 -10 -11 -12 -13 -14 -15 -16 16 -18 49 20 -21 21 -23 23 24 -26 -27 -28 -29 29 37 31 -33 -34 35 -36 -37 -38 41 39 48 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.18411094846796755 0.0088519073353470756 -0.28028491346579731 -0.22051874594843907 -0.063090703838739923 -0.33398697046954612 -0.2558718429090337 1.0707537786165875 0.20446250773712893 -0.8651608563484029 0.3052106613834058 -0.035920544018348065 -0.11291310746387087 -0.91207337299641233 0.1648315726790045 -0.060433316604631374 -0.0036398609896551659 0.8744305068796332 -0.060090577273915147 0.051632167529395284 0.75132039584445232 1.5302615777367639 0.21120119668703172 -1.973376946361401 0.2836586949951721 -0.96751297094878996 1.6200354511087594 -0.83016766887509597 -1.0050488212811095 -1.5152297322566692 0.86586557195374836 -3.1424924406650909 0.048737232003893176 0.66484844763622142 -2.868809205719403 0.97278170728435132 -0.0028135753813244048 -0.7239442548751831 -1.4633043970380513 2.0178699831167859 1.2834864719957115 -1.4047453324000041 0.72676494632448474 -0.86858448829987778 1.3700784222284954 0.29579168774864895 -0.91742425756528978 -0.42820342381795246 -0.46355669715187764 -0.35139370423096877 0.068942567345226066
leaf_weight=1593 186671 769 345 626 88 723 30 294 47 124 60 272 200 1050 2927 352563 33 12345 15035 99 21 303 39 132 94 22 106 28 26 38 37 35 66 28 36 21 25 28 36 20 24 21 46 30 22 29 39 22 26 2127
leaf_count=1593 186671 769 345 626 88 723 30 294 47 124 60 272 200 1050 2927 352563 33 12345 15035 99 21 303 39 132 94 22 106 28 26 38 37 35 66 28 36 21 25 28 36 20 24 21 46 30 22 29 39 22 26 2127
internal_value=0 -0.0417457 -0.0884891 -0.0547764 -0.338954 -0.0240833 0.0971284 -0.0765141 -0.152898 -0.0815199 -0.61483 0.140792 -0.735436 0.0797007 -0.0362547 0.000669661 -0.00331204 -0.00338755 -0.00190786 -0.00383657 0.0412136 -0.163015 -0.407384 -0.499236 -0.35079 -0.149498 -0.29585 0.0581349 -0.00404824 -0.231503 -0.564322 -1.5912 -0.234253 -0.609828 0.025376 -1.33087 -1.85708 0.0608237 0.391617 1.08752 -0.173376 -0.332262 -0.0809188 0.371989 -0.685178 -0.226865 0.210428 -1.42885 0.359424 -0.0411261
internal_weight=0 9148 7283 6419 864 5650 1706 3944 516 469 348 1865 288 1676 3221 570273 383602 383569 369097 353295 15802 767 464 443 382 288 266 160 353196 633 296 72 224 158 84 74 53 337 183 82 101 154 126 80 48 50 77 61 46 14472
internal_count=579421 9148 7283 6419 864 5650 1706 3944 516 469 348 1865 288 1676 3221 570273 383602 383569 369097 353295 15802 767 464 443 382 288 266 160 353196 633 296 72 224 158 84 74 53 337 183 82 101 154 126 80 48 50 77 61 46 14472
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=51
num_cat=0
split_feature=7 12 3 13 1 14 0 14 14 6 0 0 6 14 9 12 6 1 10 4 10 5 10 3 14 1 4 14 14 10 0 13 4 1 11 0 5 12 14 3 6 11 5 12 3 6 10 0 0 10
split_gain=1657.04 2807.22 2889.27 4768.26 9615.26 7647.18 19340.2 7521.26 6322.32 5692.95 6208.47 12363.5 10915.1 8530.05 9425.43 5533.3 8962.22 7689.4 6718.85 6631.89 6430.13 13322.3 9830.77 6881.63 5999.12 5634.55 5564.27 4910.65 4842.45 4633.82 4611.39 13828.4 12670.7 11384.2 9911.83 9635.9 8264.77 12045.7 13205.7 8742.37 12851.7 11024.4 7433.33 6922.48 7245.19 5470.74 8767.49 10835.5 13956.7 8653.06
threshold=3.5000000000000004 17.500000000000004 26.500000000000004 1.0000000180025095e-35 3035.3728750000005 0.57979626485568769 1020.5262783654035 0.03509852216748769 0.036375661375661381 8.5000000000000018 893.04870836540351 964.0890050320703 9.5000000000000018 0.6198686371100165 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 3105.9957700000004 0.063508064516129045 7.5000000000000009 0.12660256410256412 5.5000000000000009 0.15504807692307696 30.500000000000004 0.50609756097560987 3193.0687900000007 11.500000000000002 0.65108695652173931 0.29520697167755999 0.35388994307400384 1144.5916150320702 0.031754032258064523 12.500000000000002 3475.2235900000005 0.030776515151515155 1088.5892550320702 7.5000000000000009 4.5000000000000009 0.30116279069767443 36.500000000000007 3.5000000000000004 0.27429467084639503 5.5000000000000009 8.5000000000000018 32.500000000000007 1.5000000000000002 0.19722222222222227 960.44235003207029 956.7117450320701 0.41240409207161127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 15 27 -4 -9 30 13 12 -12 14 -11 16 19 29 28 -6 21 25 -22 -23 -24 -20 -19 -7 -18 -17 31 32 33 -5 -32 36 37 42 39 40 41 43 -35 44 -39 -33 -47 48 -48 -49
right_child=-2 -3 3 9 5 6 -8 8 -10 10 11 -13 -14 -15 -16 17 18 26 20 -21 22 23 24 -25 -26 -27 -28 -29 -30 -31 34 45 -34 35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 46 47 49 -50 -51
leaf_value=-0.00042480109973245416 -0.023791293150435225 -0.70054142161419519 -1.1212636955579123 0.34739740807385672 0.40085187618796891 -3.3134745562076571 0.21798573234706253 1.5472052760843962 0.41828128384885893 0.93073819752397213 -3.2083618847529096 -0.26064904556357066 -0.46307450575487952 1.9087147336739763 -1.718850867986679 -0.2289058191302632 0.035424637496471408 -0.017533265827497004 -0.90063505196571347 -1.3125746284065576 -1.2873564434051514 3.8999776899814607 0.35873481631521109 1.3636757207953414 1.7070686612810411 0.99551385697864347 1.2489405259490014 -1.4021809865788717 -1.811661917513067 -1.5398543833540037 0.023596099997393927 0.080834709321104467 1.9790407037734987 -3.6910514199215436 0.339408812944761 -2.3349393518347492 0.16727924694071761 -1.2086126655340195 1.7450579609189714 0.68846324951417992 0.6549346652101069 0.042551087688755346 -1.088829071181161 -0.73814304934607611 -3.0413530507330169 -0.11244885624264898 0.18028900687465374 0.18615208825400889 1.7629348043809856 -0.16050079707312459
leaf_weight=522685 27867 57 30 105 37 20 103 53 775 29 30 247 28 26 25 56 40 954 25 58 35 20 577 23 35 42 36 41 22 52 3633 7939 20 23 1368 38 91 34 21 31 34 37 21 36 59 5932 2482 1028 57 2404
leaf_count=522685 27867 57 30 105 37 20 103 53 775 29 30 247 28 26 25 56 40 954 25 58 35 20 577 23 35 42 36 41 22 52 3633 7939 20 23 1368 38 91 34 21 31 34 37 21 36 59 5932 2482 1028 57 2404
internal_value=0 0.00120204 0.00127457 0.0321033 0.150683 0.038897 -0.617722 0.434186 0.490543 0.0181468 -0.363508 -0.569171 -1.88305 0.420584 -0.295923 0.0924186 0.274182 -0.0588853 0.38083 -0.64524 0.4628 1.16963 0.342627 2.54335 0.435845 0.287996 0.0285203 -2.02883 -0.619993 -0.860103 0.0239333 0.00282968 -0.491786 -0.585025 0.109985 -0.815388 -0.666182 -0.922414 -0.655853 -0.874118 -1.11632 -1.4791 -2.44908 -1.91555 -2.37132 0.0165399 -0.0263431 0.0592003 0.215819 -0.0566665
internal_weight=0 551554 551497 28812 3034 2176 164 858 828 25778 385 305 58 80 54 2012 914 1098 819 95 757 110 647 43 612 67 990 61 62 108 25393 20392 550 530 5001 425 387 296 252 231 200 166 44 129 93 19842 11903 5971 2539 3432
internal_count=579421 551554 551497 28812 3034 2176 164 858 828 25778 385 305 58 80 54 2012 914 1098 819 95 757 110 647 43 612 67 990 61 62 108 25393 20392 550 530 5001 425 387 296 252 231 200 166 44 129 93 19842 11903 5971 2539 3432
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=51
num_cat=0
split_feature=8 12 13 0 0 13 12 12 3 0 1 0 5 7 4 7 6 14 7 13 9 14 0 12 3 5 0 4 6 14 8 0 1 14 14 13 13 3 12 14 6 0 1 14 10 10 14 12 12 5
split_gain=1620.29 3190.81 8403.28 8576.06 6638.03 6482.37 6291.78 3437.52 2808.06 4339.03 4494.02 5757.63 8460.17 5502.68 5416.65 5709.04 10223.5 5228.3 5318.94 7185.27 8356.78 8100.81 4975.81 7480.61 7740.92 4912.22 6545.11 8145.54 6435.09 5303.62 4248.05 4199.51 4087.04 3917.71 5557.42 3725.36 8196.95 7483.65 7985.94 8387.88 6945.56 6813.28 7070.06 7188.99 5267.21 7378.58 5078.27 8598.16 6320.03 5939.36
threshold=2.5000000000000004 11.500000000000002 0.04819976771196284 1118.5409650320703 1332.1595350320702 0.096006144393241177 13.500000000000002 12.500000000000002 25.500000000000004 651.62894169873675 2775.3070650000004 887.39409003207015 5.5000000000000009 4.5000000000000009 8.5000000000000018 2.5000000000000004 3.5000000000000004 0.76568627450980398 8.5000000000000018 0.19139194139194141 2.5000000000000004 0.49390243902439029 924.99774003207006 2.5000000000000004 26.500000000000004 6.5000000000000009 825.46808753207006 4.5000000000000009 1.5000000000000002 0.036375661375661381 1.0000000180025095e-35 1403.2040600320704 2716.2336750000004 0.15075757575757578 0.49390243902439029 0.44590643274853808 0.53033088235294124 27.500000000000004 2.5000000000000004 0.19139194139194141 1.0000000180025095e-35 1069.5963050320704 3148.0373600000007 0.32200460829493094 0.18274582560296851 0.65450928381962881 0.65821566110397967 1.5000000000000002 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 5 6 -4 7 -3 31 -10 11 12 14 -13 15 -11 17 18 19 21 -21 -17 23 32 -25 26 -14 -28 -29 -27 -18 -1 -15 -32 -35 46 40 38 -38 -40 -37 42 43 44 -42 -46 47 49 -48 -12
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 35 13 25 22 -16 16 30 -19 -20 20 -22 -23 -24 24 -26 29 27 28 -30 -31 33 -33 -34 34 -36 36 37 -39 39 -41 41 -43 -44 -45 45 -47 48 -49 -50 -51
leaf_value=0.0008898570910434089 -0.012637297543995571 -0.99735411288371933 3.1900339381261307 -0.10945013092981803 1.2263610948215833 0.98705565228181735 -2.2621817177534105 0.69515902300675714 -0.7946910288598803 1.9855813402268625 1.5149138209494679 0.15835720047830268 0.33110430969602689 -0.54446621464519962 -0.2914482167166359 -0.20648333515439715 -0.9736431753159398 -0.049250267969595418 2.4492447399323987 2.5917472685808725 0.71500599597181591 2.1035486006736757 0.016858388008804581 -1.1360691399109073 0.60846210124888533 -1.2371082247658212 -2.1077409565448764 1.0177247256040574 -1.3500436501069504 0.36414701590217607 1.471733016914434 -0.25933505778662841 -1.8914053118228915 -0.88406313893042121 0.87577038547571961 0.48853455572906468 -0.048152721582748803 0.17976977120254289 -1.0964128066268233 0.91435206755995757 -0.75953300660147383 0.11559993650829584 -1.4086936222547193 -1.3623963752925834 1.0226106949028422 -0.6252476846989321 -0.082021920210942761 0.038821678117872509 -0.8338688885388168 0.2101071208514072
leaf_weight=456301 96134 24 22 37 22 34 20 24 63 36 66 1363 66 41 53 63 36 37 31 46 49 20 329 41 67 22 37 24 22 346 22 621 50 38 34 72 531 1036 153 24 85 114 118 68 61 49 589 20068 138 74
leaf_count=456301 96134 24 22 37 22 34 20 24 63 36 66 1363 66 41 53 63 36 37 31 46 49 20 329 41 67 22 37 24 22 346 22 621 50 38 34 72 531 1036 153 24 85 114 118 68 61 49 589 20068 138 74
internal_value=0 -0.0118432 0.405326 1.07195 -0.283515 1.85251 -0.772005 -0.151098 0.00236119 0.0342107 0.03621 0.1542 0.350646 0.0521851 0.660141 0.782554 0.66737 1.04643 1.24041 1.02988 1.62374 0.350151 -0.221892 -0.616609 -0.0538136 0.0722812 -0.412142 -1.00316 -0.114686 0.26842 -0.0499326 0.000536187 -1.28454 0.303829 -0.0530306 0.0216275 -0.0988613 0.0085239 -0.242056 -0.823767 -0.429161 -0.562644 -0.765583 -0.477039 -0.168298 0.288565 0.0349282 0.0442699 -0.224738 0.82523
internal_weight=0 96317 183 93 90 56 68 48 483104 26182 26119 2873 982 1891 465 412 376 246 209 178 95 83 528 199 108 517 149 83 46 368 130 456922 91 94 72 23246 2311 1744 708 177 567 495 381 263 195 110 20935 20208 727 140
internal_count=579421 96317 183 93 90 56 68 48 483104 26182 26119 2873 982 1891 465 412 376 246 209 178 95 83 528 199 108 517 149 83 46 368 130 456922 91 94 72 23246 2311 1744 708 177 567 495 381 263 195 110 20935 20208 727 140
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=51
num_cat=0
split_feature=13 9 9 14 10 14 0 1 1 3 0 6 10 10 12 2 13 11 12 14 7 0 8 8 6 0 0 1 13 5 7 5 12 9 14 0 0 3 10 11 5 7 14 9 14 13 14 11 11 5
split_gain=1627.59 5790.65 4277.6 4040.94 9942.9 3901.98 6725.27 7049.54 4312.91 3802.03 6444.93 4107.9 9265.98 8845.95 10103.5 5596.44 9383.69 16987.4 11868.3 13100.2 15763.1 10123.8 8879.77 8457.95 11186.8 8563.52 8231 7999.63 9660.1 12556.3 10879.1 14382.7 9045.64 7969.08 7921.23 7846.95 8654.08 7763.06 9323.07 8635.68 7277.37 7197.16 7047.13 9004.49 9115.94 7595.04 7592.24 6918.42 9476.48 6910.62
threshold=0.077935222672064791 1.5000000000000002 6.5000000000000009 0.96225071225071235 0.40270270270270275 0.04819976771196284 915.06066003207002 2258.0617350000007 2372.1337450000005 12.500000000000002 661.35397753207008 1.0000000180025095e-35 0.65450928381962881 0.1012820512820513 2.5000000000000004 3.5000000000000004 0.043961352657004842 0.45584415584415588 5.5000000000000009 0.21132376395534294 4.5000000000000009 806.8070833654034 2.5000000000000004 4.5000000000000009 2.5000000000000004 921.51646003207009 924.99774003207006 3035.3728750000005 0.065942028985507259 8.5000000000000018 2.5000000000000004 5.5000000000000009 7.5000000000000009 4.5000000000000009 0.040408163265306128 840.46259753207016 825.46808753207006 37.500000000000007 1.0000000180025095e-35 0.14495798319327732 4.5000000000000009 1.5000000000000002 0.24068965517241384 3.5000000000000004 0.13714733542319751 0.072299651567944254 0.30495169082125612 0.40967365967365971 0.21132376395534294 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 -5 6 7 -1 -9 -3 -11 12 -12 14 -13 22 18 27 23 20 37 49 -16 24 25 34 41 -18 29 30 31 33 -32 -29 -17 36 -36 38 -20 -39 -40 -25 43 45 -45 -30 -44 48 -26 -21
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 11 13 -14 -15 15 16 17 -19 19 21 -22 -23 -24 26 47 -27 -28 28 42 -31 32 -33 -34 -35 35 -37 -38 39 40 -41 -42 -43 46 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.096457058771451318 0.0028382060332024991 -0.087242947631875553 -1.2201269213358561 -0.17899382507801057 2.1238042516509692 0.02355632612432404 0.0058966514966427696 -1.552419876835563 -0.56584645222153573 0.044945678325439962 -0.030136756547788086 -0.18341638785376957 0.13579591730068524 -0.085146294132504921 -0.04003680211240624 1.3516393249317753 1.354813910870589 -0.93049011097142564 -0.70677675334943668 0.8977131867408753 1.6328830389415516 1.6343970199762765 0.22908738853070326 1.4172529345466978 0.95698511922359464 -1.34926030090877 -2.2644288622814677 1.4861069378352934 0.33286426544189451 -0.94998529408917287 0.91840743653433909 2.9977193353352725 -1.1180353855264598 -0.72921351519497968 0.054676026503153397 1.2953564194922753 -2.0525325289794378 -3.0884383606910708 0.81173761988558424 -0.46002720451354984 -1.1372196131944656 -1.093939147233963 -2.3140601207380711 -0.87756622054360145 0.99894918998082494 2.1858696528383201 -0.053827926374617079 -0.74378054976463326 3.1160872832588531 -1.4308448942808005
leaf_weight=375 450290 9142 30 50 30 46168 1421 55 228 12998 17635 1965 4159 25873 5256 59 129 76 360 25 34 59 1599 21 175 35 23 62 55 33 88 54 29 22 271 47 21 25 82 25 25 25 23 77 39 37 42 20 23 26
leaf_count=375 450290 9142 30 50 30 46168 1421 55 228 12998 17635 1965 4159 25873 5256 59 129 76 360 25 34 59 1599 21 175 35 23 62 55 33 88 54 29 22 271 47 21 25 82 25 25 25 23 77 39 37 42 20 23 26
internal_value=0 -0.00989705 -0.0262521 -0.0258091 0.684555 0.0175215 -0.116493 -0.380802 -0.757583 -0.0265127 -0.018762 -0.0328848 0.00152856 -0.0532432 0.0220216 0.0668656 0.207754 0.488461 0.0520537 -0.253905 -0.452815 0.742457 0.0227392 0.33294 0.444524 0.150389 -0.719827 0.644751 0.481474 0.885486 1.12302 1.72444 0.413648 0.905904 0.282268 0.0961527 -0.0968698 -0.589979 -0.463186 -1.77423 0.356374 0.0524746 0.0552636 0.339284 -0.246669 1.07809 -0.853602 1.02875 1.20779 -0.289395
internal_weight=0 129131 80884 80854 80 48247 2079 658 283 80774 71632 58634 21794 36840 10967 9002 2147 766 1381 661 551 110 6855 720 651 433 69 690 561 288 255 138 117 84 398 339 292 517 467 50 107 46 273 208 116 92 65 218 198 51
internal_count=579421 129131 80884 80854 80 48247 2079 658 283 80774 71632 58634 21794 36840 10967 9002 2147 766 1381 661 551 110 6855 720 651 433 69 690 561 288 255 138 117 84 398 339 292 517 467 50 107 46 273 208 116 92 65 218 198 51
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=51
num_cat=0
split_feature=3 1 1 0 14 3 4 4 12 4 1 10 10 10 4 3 0 0 6 0 0 0 0 4 0 6 0 0 10 13 8 10 1 0 5 0 1 10 3 14 10 14 11 3 14 5 10 1 8 7
split_gain=1664.64 7487.83 6154.34 5912.19 4967.11 5491.83 4856.65 4953.56 4559.83 4415.57 5519.04 6474.13 4337.58 5747.97 5591.96 4284.68 5372.75 4940.1 4977.38 7274.48 8335.64 4916.39 4206.93 4049.32 3807.52 3757.84 5473.37 7554.57 6031.96 5467.62 8358.9 7643.91 8570.48 13624.7 8209.21 6947.29 6716.47 6133.1 9036.65 8466.65 12368.6 6644.33 16798.1 9397.07 9931.01 7660.05 6402.47 6040.54 5768.79 5761.16
threshold=17.500000000000004 2002.0500350000002 2061.9945550000007 671.35051753207006 0.52086956521739147 19.500000000000004 7.5000000000000009 4.5000000000000009 2.5000000000000004 6.5000000000000009 1659.66857 0.84292763157894746 0.94868421052631591 0.42206477732793529 1.5000000000000002 19.500000000000004 562.62723503207019 1135.5863325320704 1.5000000000000002 690.64043336540351 797.48407503207011 786.8817525320701 1063.5212350320703 6.5000000000000009 1020.5262783654035 3.5000000000000004 684.83098003206999 964.0890050320703 0.13714733542319751 0.26006441223832533 4.5000000000000009 0.072299651567944254 2818.4131550000006 905.47011253207006 6.5000000000000009 840.46259753207016 3193.0687900000007 0.36939571150097467 28.500000000000004 0.096006144393241177 0.90550595238095244 0.032795698924731186 0.20256410256410259 30.500000000000004 0.35388994307400384 6.5000000000000009 0.73431372549019625 3585.7070200000003 2.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 12 -6 7 -5 -7 -1 -11 -12 13 -2 -14 17 -17 18 -4 -20 21 -21 -3 25 -9 -18 28 29 -27 30 37 36 -33 34 -34 -36 -32 41 49 48 46 42 -28 -43 45 -45 -41 -35 -40 -39
right_child=2 22 15 6 5 8 -8 24 -10 10 11 -13 14 -15 -16 16 23 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 31 32 33 47 35 -37 -38 38 39 40 -42 43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.004239832508001677 0.14420695309973544 -0.080472519515778732 -0.0026497152864283411 0.058651278471258145 0.16207581305877172 0.46742509433405194 0.20660024103876962 -0.049361434757039635 2.0091551166772841 0.1602585583079883 0.082877089050626324 -0.075123610337162805 1.647468114865793 -0.060187606115189009 0.25982313398409773 -0.26836045178622853 0.032127243744169871 -0.23374609658560358 0.23785288828770851 -0.21866745542572838 -0.012158391143139075 -1.2822788630358197 -0.41685410860092748 -0.0096281565363070618 0.10859707912883861 -0.071001922810257842 -2.9515096390476594 0.043934901703679197 0.45841114555267581 -0.015414522468007586 -0.75283709580718139 -0.84036359932432159 -0.99169701576232916 -0.2555618569063835 0.64954655160338204 2.5861869776690449 -2.431444229628589 -0.15867741820398926 0.82882794148631778 -1.4695215352943967 0.34970809076771592 -0.041126121816819773 0.42509260773658752 -0.28267344633738201 2.5053497506039486 1.4325589299201966 -3.3858756249601196 -2.271931699415048 -1.1777295755303425 -1.5600813613335294
leaf_weight=334807 2935 8405 22208 12204 2332 470 1355 11876 20 3570 6181 4468 37 2590 135 709 68740 1196 598 3535 3344 44 389 72615 1751 397 26 5383 470 3003 67 188 20 39 59 27 37 1323 38 84 33 1443 34 66 28 43 22 24 23 30
leaf_count=334807 2935 8405 22208 12204 2332 470 1355 11876 20 3570 6181 4468 37 2590 135 709 68740 1196 598 3535 3344 44 389 72615 1751 397 26 5383 470 3003 67 188 20 39 59 27 37 1323 38 84 33 1443 34 66 28 43 22 24 23 30
internal_value=0 -0.0042181 0.00681098 0.0448365 0.117529 0.226022 0.0220577 0.0123773 0.530353 -0.0019219 0.0526573 0.0165847 0.0637869 0.0483912 0.558328 -0.000492582 0.00628935 -0.0344781 -0.0264616 -0.0967732 -0.125678 -0.231743 -0.0953523 0.00755167 -0.0290646 0.022831 -0.0266788 -0.0441535 0.215992 -0.115384 -0.197542 -0.595594 -0.375813 0.140965 0.833173 1.25756 -1.35003 -0.140072 -0.282494 -0.909905 -1.34093 -0.00520592 -1.0381 0.034018 0.825499 0.393978 -1.86726 -1.0237 0.0722571 -0.189751
internal_weight=0 357820 221601 35705 8519 2822 27186 25831 490 349026 14219 10649 5697 5525 172 185896 154971 30925 29729 7521 6923 3579 8794 154262 13627 81647 12907 12040 867 6657 3654 461 357 169 106 86 104 3193 1553 200 139 1640 60 1580 137 109 106 63 61 1353
internal_count=579421 357820 221601 35705 8519 2822 27186 25831 490 349026 14219 10649 5697 5525 172 185896 154971 30925 29729 7521 6923 3579 8794 154262 13627 81647 12907 12040 867 6657 3654 461 357 169 106 86 104 3193 1553 200 139 1640 60 1580 137 109 106 63 61 1353
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=51
num_cat=0
split_feature=7 10 0 4 12 0 14 4 14 4 0 5 13 12 1 12 14 1 14 14 13 5 14 8 3 14 8 1 14 14 4 1 6 0 14 3 13 1 0 13 8 6 6 14 14 14 6 14 12 5
split_gain=1784.02 2176.42 4709.41 8633.86 4779.46 3593 3414.42 4878.28 4264.89 4404.63 7169 7322.58 6013.72 6365.24 5413.79 4767.58 7334.23 4317.46 4758.49 4054.36 3972.24 4297.75 4951.82 3826.07 3767.49 8603.38 3585.85 3372.27 3302.6 12202.2 3295.55 3356.14 3969.9 13433.4 9556.64 7318.85 6828.6 6355.53 5660.58 5202.95 4189.33 4908.66 4110.22 3692.89 3336.71 4227.91 3328.19 3312.93 3294.58 3250.07
threshold=1.5000000000000002 0.95346320346320357 1030.5273950320702 11.500000000000002 10.500000000000002 1015.5416250320701 0.17752100840336138 3.5000000000000004 0.13423423423423428 7.5000000000000009 905.47011253207006 5.5000000000000009 0.20256410256410259 5.5000000000000009 2350.1179550000002 3.5000000000000004 0.11237373737373739 2478.1650450000002 0.10762548262548265 0.043961352657004842 0.63211600429645554 6.5000000000000009 0.072299651567944254 1.5000000000000002 27.500000000000004 0.3133928571428572 4.5000000000000009 2577.2599700000005 0.074537037037037054 0.084523809523809543 10.500000000000002 2404.6612800000007 2.5000000000000004 887.39409003207015 0.45584415584415588 24.500000000000004 0.18301435406698566 2626.2240200000001 918.45581253207013 0.074537037037037054 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 0.25265957446808512 0.57979626485568769 0.21525096525096529 5.5000000000000009 0.29520697167755999 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 12 17 15 13 14 23 -12 -17 -11 19 -19 21 -14 -23 -9 26 -26 30 -21 -15 -30 31 49 33 40 36 -36 38 46 -35 -39 41 -33 47 -38 45 -42 -34 -41 -22 -8
right_child=-2 2 -4 -5 -6 -7 24 8 -10 10 11 -13 20 28 -16 16 -18 18 -20 27 48 22 -24 -25 25 -27 -28 -29 29 -31 -32 32 37 34 35 -37 43 39 -40 42 44 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0044689113141994389 -0.0091305881970372826 0.096908510182472318 0.016565180515919552 1.8978992666516985 0.95280673205852517 -0.76347498950427006 -0.20954918767461372 -0.67782025645825683 -0.62854716029064162 -0.40755522228777413 -1.9895115412198583 0.78602757698450343 -0.019852242553058796 -0.54731654110882022 -1.0754761347831305 -1.0292771711278319 0.89790391751698084 1.1669739886334067 1.5921555316194576 0.85021234012785429 0.19920308073361714 2.0936940600042759 0.11342283700193678 0.80167243542342348 1.769286454851563 -0.11599704093166761 -0.41922714764109026 -0.73637671792829362 1.818679191873354 -0.41911646335623987 -1.0417815242082842 1.9658112732321023 -0.85039195733070372 -2.0643363999157418 -0.5542791688671479 1.6350158240344073 -0.62948732233047489 -0.71265031546354296 -0.63645816944366285 -0.5675621606685497 1.3225422821168242 0.69056867564596791 1.9421631109714508 1.04264996775559 1.2686326675555286 0.022464770422532008 0.37391124080728599 0.76629103293021528 -1.1314200403434891 0.88981573390109203
leaf_weight=413474 156277 373 5553 21 40 92 679 44 324 40 26 39 204 108 236 67 28 38 47 21 30 23 28 29 37 70 260 37 34 86 31 40 125 41 26 37 25 38 86 27 29 123 20 28 34 182 27 60 49 28
leaf_count=413474 156277 373 5553 21 40 92 679 44 324 40 26 39 204 108 236 67 28 38 47 21 30 23 28 29 37 70 260 37 34 86 31 40 125 41 26 37 25 38 86 27 29 123 20 28 34 182 27 60 49 28
internal_value=0 0.00337214 -0.0435241 -0.124572 -0.134941 -0.145669 -0.13133 -0.227526 -0.306209 -0.220181 0.0833532 -0.405578 -0.339713 -0.546941 -0.842679 -0.789649 -0.461266 0.510834 0.767726 0.364099 -0.00653456 0.185415 1.00649 -0.0900766 -0.041788 0.535923 -0.0735532 -0.161922 -0.146136 0.214926 -0.0202464 -0.00111193 0.121866 0.260087 -0.328526 0.731497 -0.699534 -0.181103 -1.09743 0.292523 0.610657 1.00351 0.6495 0.253906 0.349289 0.201148 -0.632917 0.352337 -0.62612 -0.16601
internal_weight=0 423144 9670 4117 4096 4056 3964 1911 1538 1214 343 160 871 537 309 121 95 183 143 96 334 255 51 73 2053 107 1946 58 228 120 1686 1655 948 651 243 63 180 297 127 145 408 163 107 53 245 211 152 87 79 707
internal_count=579421 423144 9670 4117 4096 4056 3964 1911 1538 1214 343 160 871 537 309 121 95 183 143 96 334 255 51 73 2053 107 1946 58 228 120 1686 1655 948 651 243 63 180 297 127 145 408 163 107 53 245 211 152 87 79 707
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=51
num_cat=0
split_feature=3 0 1 1 3 9 11 0 10 5 4 10 9 10 3 10 10 3 9 9 2 14 2 6 6 0 1 3 0 11 10 10 9 11 10 9 1 3 6 9 9 3 14 13 10 4 0 4 1 3
split_gain=1568.76 5245.88 5968.8 5174.18 4477.01 4433.27 5049.89 4374.35 6144.02 4716.85 4219.75 4463.72 4003.62 4271.55 3818.05 3781.75 17245.3 17516.6 11258.6 9750.14 15572 6890.75 6289.81 5242.79 4815.9 7674.45 5317.85 11883.6 7043.58 9782.08 18139.8 11794.8 20705.5 9461.22 6585.23 7690.09 6453.16 5883.94 4877.4 4619.03 4241.57 5002.46 4094.99 5124.3 3900.61 3839.92 3808.15 3778.95 5006.02 4322.84
threshold=16.500000000000004 902.44223919873673 2061.9945550000007 1995.0656800000004 18.500000000000004 2.5000000000000004 0.053342816500711245 555.28608086540339 0.49418604651162795 5.5000000000000009 7.5000000000000009 0.58434959349593507 4.5000000000000009 0.050641025641025648 15.500000000000002 0.81698564593301448 0.63245614035087727 9.5000000000000018 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.68857758620689669 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 514.95395336540344 1196.6206550000002 9.5000000000000018 574.29357003207008 0.24190177638453506 0.063508064516129045 0.45080645161290328 2.5000000000000004 0.059714795008912663 0.26393188854489169 2.5000000000000004 1479.7281650000002 12.500000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 12.500000000000002 0.28062500000000007 0.41277890466531447 0.71240601503759404 2.5000000000000004 514.95395336540344 6.5000000000000009 2100.9616750000005 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 -5 -2 10 8 9 12 11 -7 13 -6 -3 16 24 44 42 21 -21 -19 23 -20 26 -26 -1 -28 29 30 33 34 36 -29 35 45 -33 -34 -36 -35 -30 -42 43 -17 -18 -32 -40 -9 -49 -50
right_child=3 14 -4 4 7 6 -8 47 -10 -11 -12 -13 -14 -15 -16 18 17 19 22 20 -22 -23 -24 -25 25 -27 27 28 40 -31 31 32 37 39 38 -37 -38 -39 46 -41 41 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=0.030721326795510064 0.022970615559443085 -0.1388376421970596 -0.54508832448189803 -0.040271184466374371 -0.28740057604908942 0.17157449325626614 -0.059615178361067424 0.018466257955860179 -0.68140111877941179 -0.65420778441429139 0.88338281741509084 -0.14297532726761322 -0.97125163026154038 0.21271095980850357 -0.030373479196907912 -0.0077870765012144618 0.030988206098389589 0.1045070951026276 -0.00019876059942518722 0.11281903875142074 -0.58429585365721814 0.24024111909181869 -0.24610868047562404 -0.18280389636926436 0.25538121967020949 0.024093565762780239 -0.45283625303284336 0.19698400601827182 -0.020194906812441803 -0.45624266837317951 -0.60431331706859848 0.43796646803431472 -0.98305142283251024 -0.45599319034127089 -0.38986237032032911 -0.0029054481577887028 0.072146727858209775 -0.28004195290476885 0.053907002174302193 -0.011274358473987466 -0.038634687407558696 0.06396850892157846 -0.020023498220080881 0.057890591059048972 -0.20099312006895387 -0.20483748446800445 -0.29124811120638427 0.13013625066735002 -0.020856036422953975 0.081229926022716739
leaf_weight=24460 41630 4441 202 25498 250 4890 1402 101821 208 125 78 497 40 539 12055 32420 1072 14012 4317 912 494 5102 2744 2473 1581 15497 634 3236 62090 659 275 721 158 325 2130 2700 1456 483 556 830 6995 14818 79116 18750 2238 1925 752 2450 72966 4398
leaf_count=24460 41630 4441 202 25498 250 4890 1402 101821 208 125 78 497 40 539 12055 32420 1072 14012 4317 912 494 5102 2744 2473 1581 15497 634 3236 62090 659 275 721 158 325 2130 2700 1456 483 556 830 6995 14818 79116 18750 2238 1925 752 2450 72966 4398
internal_value=0 -0.00464216 -0.00168216 0.00583232 -0.001017 0.0352502 0.109693 0.00445849 -0.188947 -0.0815775 0.153128 0.142554 0.00476598 0.0542472 -0.0595739 -0.00132336 0.00887711 0.0876084 -0.0134419 0.122043 -0.132113 0.140738 -0.11834 -0.0667058 -0.00430924 0.0455051 -0.011104 -0.0212591 -0.0185258 -0.0788806 -0.0628851 -0.130652 0.0462161 0.109288 -0.190429 -0.115988 0.193302 -0.453327 -0.296525 -0.136412 -0.00686824 0.0310657 -0.00576568 0.0162789 -0.125862 -0.254772 -0.144531 0.00569579 -0.0105959 -0.0150526
internal_weight=0 322629 306133 256792 208295 48497 6867 182797 1162 954 5465 5387 829 789 16496 305931 166111 23830 139820 20520 1406 19114 9534 6790 142281 17078 125203 100743 100109 16206 15547 11156 2818 4391 8338 4900 2177 641 3438 1155 83903 21813 130286 51170 3310 2200 1308 181635 79814 77364
internal_count=579421 322629 306133 256792 208295 48497 6867 182797 1162 954 5465 5387 829 789 16496 305931 166111 23830 139820 20520 1406 19114 9534 6790 142281 17078 125203 100743 100109 16206 15547 11156 2818 4391 8338 4900 2177 641 3438 1155 83903 21813 130286 51170 3310 2200 1308 181635 79814 77364
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=51
num_cat=0
split_feature=7 3 0 14 14 11 4 0 8 4 3 0 12 1 5 5 2 5 1 14 11 14 10 0 13 13 0 10 10 1 0 4 10 5 13 0 13 6 0 4 10 12 1 12 0 14 1 10 0 9
split_gain=1786.19 1847.85 4081.98 3099.37 5844.98 4084.25 2669.11 2313.25 2248.42 3574.08 7721.05 7857.12 3780.05 8205.6 6050.25 3382.47 5976.11 3570.99 6067.62 3331.75 2988.81 2890.88 3268.38 2868.84 2806.41 2623.13 2699.33 2417.02 4229.85 3025.04 2495.61 2365.88 2757.72 2613.72 2756.42 4121.14 2609.67 2344.47 2347.36 2830.14 2340.11 2310.2 2243.31 3279.68 2907.52 2348.3 2215.65 2814.18 3171.28 4516.84
threshold=1.0000000180025095e-35 13.500000000000002 795.43170253206983 0.29864864864864871 0.15075757575757578 0.075961538461538483 5.5000000000000009 547.84102253207016 1.0000000180025095e-35 5.5000000000000009 26.500000000000004 1051.9390100320704 8.5000000000000018 3757.3374450000006 2.5000000000000004 6.5000000000000009 2.5000000000000004 3.5000000000000004 3069.4597500000004 0.065942028985507259 0.033908045977011504 0.045983086680761107 0.95742753623188415 1362.6909100320706 0.22361111111111112 0.077935222672064791 578.80819128206997 0.11834733893557424 0.12660256410256412 1980.0081750000002 867.39038253207002 6.5000000000000009 0.25290697674418611 4.5000000000000009 0.18065268065268067 921.51646003207009 0.52086956521739147 1.0000000180025095e-35 587.33831253207006 4.5000000000000009 0.95742753623188415 3.5000000000000004 1972.1161750000003 3.5000000000000004 700.38135086540331 0.059714795008912663 1583.7970500000004 0.46247654784240161 716.3737108654035 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -7 9 10 23 -12 13 15 -14 17 -17 -11 21 -16 -20 24 31 25 -19 27 -27 30 29 -29 -3 41 33 34 35 -33 -34 42 39 -39 -28 -23 -30 44 -44 -45 47 48 49 -10
right_child=-2 8 -4 6 5 7 -8 -9 46 12 11 -13 14 -15 19 16 -18 18 20 -21 -22 22 -24 -25 -26 26 40 28 37 -31 -32 32 36 -35 -36 -37 -38 38 -40 -41 -42 -43 43 45 -46 -47 -48 -49 -50 -51
leaf_value=-0.016846499034025974 -0.0047187850026810816 -0.18080259501505211 -0.10295509128286458 -0.016770072519144225 0.068182974818835673 -0.30840259277738813 0.061657507032627283 -0.026234265326327534 -0.5399211093042201 0.011261671909746175 2.0392601275444031 0.031290668915761148 -0.10740036326591101 1.8150178320407868 -0.61236035071313388 -0.48075966894626615 1.7825080037117005 -1.6084816002845763 -1.6595702316702867 -2.4158065596329319 -0.21474308032881129 -0.46127396863806303 1.0732303117712341 -0.73354670155379509 -0.040377741200583323 -0.05744295607723815 0.10594138052880556 0.37888586457286566 0.053569775012126536 1.7904002942822197 0.084342733541468415 1.5155906124114991 0.1741581990605309 -0.77792338528312177 -0.48695350661873821 -0.3846475122939973 1.2056913749547675 0.52485127399365117 -0.064976696757821181 -0.29014298476278783 0.85387673346059667 0.16054956667125225 1.8451640508391642 -0.34800261105809893 0.52259983826456047 0.2860281083136586 0.0035241369273496929 0.13067043680727508 0.038507061324535519 0.23391587041995743
leaf_weight=21734 336420 1075 3883 67823 22473 328 4636 2544 240 12214 40 38 107 25 20 20 28 25 41 21 22 236 24 45 21 1075 10457 49 1412 22 530 25 105 52 40 21 32 147 2018 60 42 80 22 70 68 353 84000 3091 1457 110
leaf_count=21734 336420 1075 3883 67823 22473 328 4636 2544 240 12214 40 38 107 25 20 20 28 25 41 21 22 236 24 45 21 1075 10457 49 1412 22 530 25 105 52 40 21 32 147 2018 60 42 80 22 70 68 353 84000 3091 1457 110
internal_value=0 0.00653287 -0.00205061 0.00122711 0.0212035 0.0538323 -0.0117522 -0.0584596 0.0153921 0.0387328 0.0683093 1.06102 -0.000652448 0.00506382 -0.503182 0.00157939 0.83948 -0.00152922 -0.217314 -1.53608 -1.15503 -0.12794 -0.0707454 0.0638707 -0.892608 0.065933 0.0934803 0.0112072 0.050925 0.816257 -0.0932468 -0.117201 0.0972754 -0.218246 0.120163 0.648091 0.4151 0.0378314 -0.0320802 0.288621 0.108933 -0.30385 0.118638 0.297735 0.845893 0.181106 0.00733632 0.0727147 -0.0264225 -0.296715
internal_weight=0 243001 123421 119538 47079 25345 72459 2872 119580 30682 17523 78 13159 13011 148 12986 48 12938 724 41 63 661 615 17445 46 17400 11574 5826 4221 71 1605 591 275 138 86 46 137 4150 2225 207 10499 316 1925 513 90 423 88898 4898 1807 350
internal_count=579421 243001 123421 119538 47079 25345 72459 2872 119580 30682 17523 78 13159 13011 148 12986 48 12938 724 41 63 661 615 17445 46 17400 11574 5826 4221 71 1605 591 275 138 86 46 137 4150 2225 207 10499 316 1925 513 90 423 88898 4898 1807 350
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=51
num_cat=0
split_feature=8 5 2 10 10 1 9 14 1 1 1 0 3 14 7 2 6 4 3 4 3 9 0 12 0 1 9 10 14 1 14 13 13 5 1 13 10 0 10 6 14 10 1 6 5 0 0 10 5 10
split_gain=1676.51 2856.96 3720.91 3676.18 4702.29 6160.76 4555.9 3679.14 5104.42 3585.89 3093.22 9681.87 7985 5065.59 4915.42 10615.1 7057.41 5810.48 3569.86 2921.24 2814.75 3841.99 3666.2 3640.6 3502.23 4037.22 5804.86 10973 9089.76 8139.61 7027 5580.7 4587.6 10416.8 5903.39 5898.84 10384 15573.2 6237.31 5714.68 6583.97 5678.9 8418.75 6950.64 5411.19 6271.28 5351.41 5276.03 5169.08 5135.6
threshold=3.5000000000000004 4.5000000000000009 2.5000000000000004 0.037749287749287756 0.11834733893557424 3247.4275200000006 3.5000000000000004 0.045983086680761107 2661.2063200000007 2865.2936050000003 2626.2240200000001 853.50491753207018 23.500000000000004 0.56330128205128216 2.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 22.500000000000004 13.500000000000002 23.500000000000004 4.5000000000000009 1282.0928750320702 2.5000000000000004 606.31340336540336 2593.3173250000004 1.5000000000000002 0.79361054766734285 0.913664596273292 2416.2277850000005 0.074537037037037054 0.32200460829493094 0.040408163265306128 7.5000000000000009 2478.1650450000002 0.37321428571428578 0.267948717948718 850.91795503206993 0.22967032967032971 2.5000000000000004 0.47722567287784684 0.15075757575757578 2229.9937050000003 2.5000000000000004 5.5000000000000009 856.39868169873671 643.82824003207008 0.15075757575757578 5.5000000000000009 0.57321428571428579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 -4 5 6 9 8 -6 -5 18 13 -13 -12 15 17 -16 -14 -9 -3 21 22 -1 -23 -22 26 -26 30 29 31 -28 -29 33 39 -35 36 38 -38 47 40 49 43 -43 -37 -45 -46 -41 -34 -39 -32
right_child=1 19 3 4 7 -7 -8 10 -10 -11 11 12 14 -15 16 -17 -18 -19 -20 -21 24 23 -24 -25 25 -27 27 28 -30 -31 32 -33 35 34 -36 41 37 48 -40 46 -42 42 -44 44 45 -47 -48 -49 -50 -51
leaf_value=0.00025763489410390573 -0.017857444344501962 -0.0091925289263342595 0.041368476071132615 -0.55469647339648664 1.8466482079029085 -2.1887348532676696 0.33560970436643672 -0.24630644613095651 0.048649428308010105 -1.9355587925229754 0.99693451453973592 1.2877124370386204 -0.04542756215702716 -0.69674414884565139 -0.48750620232178615 -2.7940105120340988 1.382200058809284 -1.0988718088893663 -0.84445152683435265 0.84584726929664622 -0.60765675865113744 0.017753185487008879 -0.1303794828555577 -0.24087500675926946 -0.020232754096050989 0.013721365790996965 -0.23008387487961957 2.63625622259246 -0.87496268219417994 0.58010373137704463 0.65391764428143906 0.80584136247634897 0.2385073958193524 0.91308534032311928 3.1146276613830457 0.36733630889645918 -0.72308232032511599 -0.049377835326372313 1.1944073358520133 1.2492658512932915 -0.39120037516921152 2.0195252551751977 0.40476836727651683 0.060880039237994468 -1.5852755199124415 0.35685200885586116 -0.4890855427996248 -0.47481504740603903 0.79737381025289122 2.0895433579721758
leaf_weight=475092 3796 37319 607 180 20 23 54 987 75 21 111 30 139 21 52 21 33 84 111 40 88 941 2158 1291 2641 49308 512 36 36 329 127 31 855 29 21 240 378 235 61 21 49 34 641 94 60 23 113 118 104 31
leaf_count=475092 3796 37319 607 180 20 23 54 987 75 21 111 30 139 21 52 21 33 84 111 40 88 941 2158 1291 2641 49308 512 36 36 329 127 31 855 29 21 240 378 235 61 21 49 34 641 94 60 23 113 118 104 31
internal_value=0 -0.018828 -0.0807565 -0.173697 -0.240234 -0.621259 -0.479879 -0.177333 0.427175 -0.698966 -0.213474 -0.00483122 -0.274095 0.727486 -0.416509 -0.644647 0.23838 -0.442241 -0.306775 -0.00827704 0.00153676 -0.000945234 -0.000333072 -0.131839 0.0227067 0.0236951 0.0958147 0.169171 0.646393 0.784698 0.114136 1.78935 0.168632 0.489793 1.83773 0.124463 0.0107096 -0.281732 0.213496 0.292148 0.62152 0.306863 0.486104 0.0167254 -0.458679 -1.0471 -0.216657 0.152 0.210393 0.935591
internal_weight=0 43724 6365 2569 1962 278 255 1684 95 201 1589 491 359 132 329 244 85 223 1098 37359 535697 479482 477250 2232 56215 56127 6819 4178 432 396 3746 67 3234 391 50 2843 1751 717 1034 341 207 1092 675 417 177 83 134 973 339 158
internal_count=579421 43724 6365 2569 1962 278 255 1684 95 201 1589 491 359 132 329 244 85 223 1098 37359 535697 479482 477250 2232 56215 56127 6819 4178 432 396 3746 67 3234 391 50 2843 1751 717 1034 341 207 1092 675 417 177 83 134 973 339 158
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=51
num_cat=0
split_feature=7 8 11 0 3 0 2 5 10 0 5 0 4 8 8 4 12 1 1 5 12 4 11 5 9 0 3 5 14 3 0 6 1 8 13 1 9 5 8 9 13 13 4 10 0 5 0 7 5 4
split_gain=1743.34 2739.27 2522.79 6376.31 13786.8 10192.7 7437.93 7299.01 6128.75 9161.58 8512.84 8362.94 9733.78 8087.19 10931 6481.08 9330.12 5968.42 5955.05 17924 14071.8 7918.01 7771.68 6951.1 5797.81 5633.89 7632.8 7335.45 6434.59 5097.57 5024.85 4953.47 4189.57 3997.92 6824.21 16955.1 5857.79 5606.81 4676.03 5374.56 3729.87 3704.35 5908.14 3657.98 6182.37 9061.18 7986.96 8118.44 7402.29 9294.34
threshold=3.5000000000000004 11.500000000000002 0.059714795008912663 1051.9390100320704 34.500000000000007 1020.5262783654035 3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 744.41782253207009 4.5000000000000009 911.92921503207015 3.5000000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 1.5000000000000002 3585.7070200000003 3193.0687900000007 3.5000000000000004 5.5000000000000009 8.5000000000000018 0.19139194139194141 7.5000000000000009 2.5000000000000004 935.44215503206999 36.500000000000007 6.5000000000000009 0.080540540540540564 23.500000000000004 773.89375253207015 1.5000000000000002 2775.3070650000004 2.5000000000000004 0.11237373737373739 3757.3374450000006 2.5000000000000004 6.5000000000000009 5.5000000000000009 3.5000000000000004 0.26006441223832533 0.20256410256410259 8.5000000000000018 0.96490147783251246 1025.5466150320701 3.5000000000000004 931.97496003207004 5.5000000000000009 6.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 17 24 -5 -8 9 15 -11 12 -12 14 30 -2 -17 18 23 22 21 -21 -20 -4 -6 27 -27 -26 -28 -25 -14 -32 40 41 38 36 -36 -38 39 -35 -18 42 -13 -10 45 -45 47 -47 49 -48
right_child=1 -3 3 6 5 -7 7 -9 43 10 11 33 13 -15 -16 16 32 -19 19 20 -22 -23 -24 29 25 26 28 -29 -30 -31 31 -33 -34 34 35 -37 37 -39 -40 -41 -42 -43 -44 44 -46 46 48 -49 -50 -51
leaf_value=0.0012329495966598449 0.29056671056476135 -0.96389931709535659 -0.059120477432429631 0.036953432812789143 0.52432993133862815 -2.9802093879036282 0.11279556870460511 2.3577435910701752 -0.03569051129326288 -0.21433826662836078 -0.24088202710537351 -0.44290295366730015 0.11138934918812343 3.0145923052515307 -1.1373975588516756 2.1880491767610826 0.62134948113025767 1.1398792912831179 -3.2787056406339015 -1.9764133708817617 2.008334959436346 0.25245739737072509 -0.86442301869392402 0.22522281434487657 -3.3581423687934873 0.46760786503553392 -0.21376044654846194 -0.7395445958427761 -2.4401965525415208 -1.1414779834019451 2.3771324422048488 0.91741568611023272 1.2954882903468041 0.57435667942155078 -0.67595000623360935 2.8934528441264713 -0.29860766530036925 1.9684563530609012 -1.6226213634014131 -1.3159816861152649 -0.94336254763603211 -0.94260531755080867 1.3479840488433839 -1.3125771324221907 -0.008778994686929267 -0.87886725183118863 -0.53595095989750885 0.68699929687795758 1.4842197311721976 1.8178031225204467
leaf_weight=551554 421 31 2258 1194 30 23 30 28 20730 726 68 70 28 21 22 49 39 37 30 28 27 37 24 37 20 40 25 23 27 104 46 47 42 53 46 29 20 24 22 21 25 67 25 26 807 57 51 79 128 25
leaf_count=551554 421 31 2258 1194 30 23 30 28 20730 726 68 70 28 21 22 49 39 37 30 28 27 37 24 37 20 40 25 23 27 104 46 47 42 53 46 29 20 24 22 21 25 67 25 26 807 57 51 79 128 25
internal_value=0 -0.024403 -0.0233567 -0.0966109 -0.181261 -1.00804 0.0906734 1.19656 -0.0109846 0.160763 0.0169411 0.292653 0.76504 1.18213 0.913026 0.494101 1.04693 -0.121061 -0.139393 -0.759458 0.0894173 -0.707672 -2.20569 -0.101657 -0.733136 -1.01257 -0.570924 -1.9575 -1.36979 -0.78284 1.28583 1.63943 0.519425 0.00195408 0.284627 0.790649 0.113079 0.937973 -0.342629 0.0379093 0.0101338 -0.373199 0.0283831 -0.0259694 0.145829 0.486727 0.624321 0.030717 1.02006 0.23831
internal_weight=0 27867 27836 4022 2770 188 1252 58 23814 1911 1335 609 232 164 143 576 155 2582 2545 146 92 65 54 2399 165 135 92 43 52 141 121 93 106 377 215 119 90 44 96 74 64 162 95 21903 1173 366 340 136 204 76
internal_count=579421 27867 27836 4022 2770 188 1252 58 23814 1911 1335 609 232 164 143 576 155 2582 2545 146 92 65 54 2399 165 135 92 43 52 141 121 93 106 377 215 119 90 44 96 74 64 162 95 21903 1173 366 340 136 204 76
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=51
num_cat=0
split_feature=7 6 10 2 5 5 5 10 8 12 3 0 0 0 3 10 0 8 5 14 12 14 13 0 4 13 14 13 2 5 8 5 6 2 0 10 3 6 6 9 7 6 10 0 10 0 14 7 10 10
split_gain=1672.61 3317.74 5293.29 4718.83 5478.43 5595.89 4945.33 3710.04 3849.38 3566.26 3105.91 2607.04 3505.53 4745.05 3570.57 2477.32 7215.17 7355.28 4697.97 5838.3 2839.34 7037.81 2763.97 2665.11 2604.97 6933.72 3212.18 2566.82 3919.18 6218.13 2468.29 3099.54 2449.15 2442.8 3117.4 2640.95 2424.2 7081.68 4895.27 10867.3 6944.99 11739.1 7428.07 8119.1 8590.19 10246.4 5071.96 4949.29 7674.58 3898.35
threshold=5.5000000000000009 5.5000000000000009 0.35805860805860812 2.5000000000000004 7.5000000000000009 9.5000000000000018 12.500000000000002 0.29520697167755999 3.5000000000000004 10.500000000000002 40.500000000000007 552.79484753207009 710.35568253207009 692.66930003207005 21.500000000000004 0.96225071225071235 971.95500003207007 4.5000000000000009 10.500000000000002 0.14119601328903655 5.5000000000000009 0.059714795008912663 1.0000000180025095e-35 921.51646003207009 7.5000000000000009 0.24068965517241384 0.087595907928388769 0.067424242424242428 2.5000000000000004 9.5000000000000018 4.5000000000000009 6.5000000000000009 3.5000000000000004 3.5000000000000004 1051.9390100320704 0.83527131782945752 40.500000000000007 8.5000000000000018 6.5000000000000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.82683658170914553 1127.0524375320704 0.28759398496240607 1110.4908300320703 0.045983086680761107 4.5000000000000009 0.28388278388278393 0.11834733893557424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=36 9 7 -4 33 -6 -7 8 10 11 -3 -2 13 -13 -15 -14 17 18 19 23 22 -22 -18 -17 26 -26 30 -28 -29 -30 31 -24 -21 34 35 -5 -1 38 40 -40 42 -42 43 44 45 -38 -45 48 -43 -39
right_child=1 2 3 4 5 6 -8 -9 -10 -11 -12 12 15 14 -16 16 20 -19 -20 32 21 -23 24 -25 25 -27 27 28 29 -31 -32 -33 -34 -35 -36 -37 37 49 39 -41 41 47 -44 46 -46 -47 -48 -49 -50 -51
leaf_value=0.00033638819259853897 -0.57266653049527927 -0.12069755596441961 0.10156247012905384 -0.82410552369223711 1.1557391104490862 -1.7843838056859871 0.10218389684503729 1.3540094801357814 0.74327822870678384 1.2397418401458049 -1.4763886344060302 0.072688406140812289 -0.09391741090295308 -0.069270153343677518 1.2030105642712032 2.2404524160468062 -1.1854994063024167 1.7862953558200745 -0.93992742105172233 0.36334228670845431 -0.97828670740127566 1.3392467636811105 0.63154830241511606 0.66206843137741089 1.7038111315323758 -0.39386568158864976 0.2395195277508996 -0.27025503697552428 -2.0508796621310084 -0.086926798309598652 1.2760081660747529 -0.9636890831447783 -0.80643128414045684 -2.1446333429087763 -0.14151149342457456 -1.9732248304618729 0.54365221367854821 0.57395328998565676 -0.69028959125280387 2.074623116308993 2.5651518036065433 -0.16340320971277025 1.1747427925053571 -1.0326409278606827 -2.8479899020422077 -1.9774290148700988 0.72398605301976204 -0.43709104740619664 1.9161553965296065 -1.0348497435435287
leaf_weight=573342 89 109 76 45 23 24 33 21 45 22 20 596 3588 32 71 23 27 41 26 96 20 38 29 20 26 40 46 129 38 28 20 21 22 23 30 36 38 20 21 44 29 36 36 22 21 28 65 50 35 61
leaf_count=573342 89 109 76 45 23 24 33 21 45 22 20 596 3588 32 71 23 27 41 26 96 20 38 29 20 26 40 46 129 38 28 20 21 22 23 30 36 38 20 21 44 29 36 36 22 21 28 65 50 35 61
internal_value=0 -0.0545197 -0.304427 -0.575328 -0.815719 -0.160889 -0.69216 0.0984508 -0.0530821 -0.030698 -0.330882 -0.0362151 -0.0266221 0.181001 0.807739 -0.0605464 0.112983 0.573294 0.307342 0.508765 -0.114184 0.540097 -0.208116 1.50632 -0.138118 0.432492 -0.259212 -0.432417 -0.590924 -1.21769 0.337108 -0.0384514 0.145249 -1.20666 -1.01231 -1.33483 0.000529476 0.219314 0.382635 1.18134 0.238424 0.758118 -0.132787 -0.40331 -1.0864 -0.525897 0.279782 0.325028 0.861731 -0.637614
internal_weight=0 5573 485 290 214 80 57 195 174 5088 129 5066 4977 699 103 4278 690 228 187 161 462 58 404 43 377 66 311 241 195 66 70 50 118 134 111 81 573848 506 425 65 360 150 210 174 87 66 87 121 71 81
internal_count=579421 5573 485 290 214 80 57 195 174 5088 129 5066 4977 699 103 4278 690 228 187 161 462 58 404 43 377 66 311 241 195 66 70 50 118 134 111 81 573848 506 425 65 360 150 210 174 87 66 87 121 71 81
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=51
num_cat=0
split_feature=8 3 0 4 10 0 4 6 3 14 0 3 13 11 1 5 0 8 11 0 3 0 0 13 1 11 0 6 14 0 0 3 0 3 13 10 11 12 3 1 11 0 10 14 10 13 0 5 0 14
split_gain=1578.09 3077.53 5876.52 5199.38 7311.16 5107.64 6004.26 4505.15 4296.98 4237.37 4155.36 4083.9 7144.15 8057.71 6894.16 10334.7 17679.5 7192.74 9242.32 7558.72 6862.28 11215.7 5133.41 6612.09 4971.96 4801.53 4015.44 4488.11 3883.6 6520.12 7043.97 6338.05 10462.7 6254.75 6068.75 5063.29 5022.92 6432.34 6574.16 6588.81 5838.78 5689.77 10305 7977.44 7842.2 17088.1 10247.1 9133 7629.07 5763.15
threshold=1.5000000000000002 15.500000000000002 495.60831503207004 3.5000000000000004 0.15894736842105264 815.91853253207012 5.5000000000000009 6.5000000000000009 14.500000000000002 0.029857397504456332 511.27667753207004 36.500000000000007 0.074537037037037054 0.28759398496240607 3475.2235900000005 4.5000000000000009 1176.0554425320704 1.0000000180025095e-35 0.30860805860805868 979.98498253207015 28.500000000000004 864.42307003207009 1187.5535858654036 0.067424242424242428 3383.3926800000004 0.35388994307400384 1176.0554425320704 11.500000000000002 0.36474501108647456 830.42336253206997 853.50491753207018 30.500000000000004 818.3761091987368 23.500000000000004 0.070598006644518277 0.8765243902439025 0.063508064516129045 7.5000000000000009 29.500000000000004 3247.4275200000006 0.077935222672064791 675.10688878207009 0.39339826839826847 0.21807065217391305 0.063508064516129045 0.79705882352941193 813.67629336540347 3.5000000000000004 633.81069253206999 0.077677224736048281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 7 6 -1 -4 -7 11 -8 14 -13 -14 20 17 -17 18 19 -16 -5 25 23 -19 -23 -22 27 -6 29 31 33 36 -33 -31 35 -35 41 38 39 40 -38 42 43 -11 45 46 -43 -47 -44 -46
right_child=-2 2 3 9 26 8 10 -9 -10 28 -12 12 13 -15 15 16 -18 22 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 30 -32 32 -34 34 -36 -37 37 -39 -40 -41 -42 44 48 -45 49 47 -48 -49 -50 -51
leaf_value=-0.003201138408110823 -0.0070760295851186386 0.40822280099453273 -0.033014792282941637 0.11051867397824643 0.11676347663266114 -0.092127403339343328 0.2941485136517088 0.48374481221844007 -0.010208454666929124 0.16458637144640861 0.049593905065077222 0.68520307866235575 -2.1778456611718453 0.20114127776275079 3.0764384689331057 3.3059381427186909 -0.35378728563135325 -2.2764819224675494 -0.34874424338340759 0.4682114979624748 -2.2615790459513665 -0.31830920710573707 0.67064742810196343 -0.11169390013051589 1.189377122449464 -0.42231486656449058 -0.16197847071929641 1.6160222190618516 0.030373739907699968 0.087930576897590207 0.0050514810618394823 -1.9655313791230669 0.51838447110993524 0.17535883621736006 0.65161780080664045 -1.3517895221710206 1.1448267977237703 -0.69040806037292146 1.5452210958798727 -1.3698661172762514 0.05858858799482939 -0.19174104446759366 -0.23063536884924485 -0.080099189919553185 -0.17369922476313188 0.54147962991331455 -0.75574707464861124 2.8442230189840001 0.019466677790024547 -0.020891351036201492
leaf_weight=183222 204136 379 6798 4221 12060 11141 728 173 15057 4198 15233 30 35 24 25 33 22 21 30 20 40 89 36 43 29 22 530 20 37060 2206 50819 43 28 165 436 25 50 114 30 32 4803 3684 2481 1952 3175 61 353 24 2399 11086
leaf_count=183222 204136 379 6798 4221 12060 11141 728 173 15057 4198 15233 30 35 24 25 33 22 21 30 20 40 89 36 43 29 22 530 20 37060 2206 50819 43 28 165 436 25 50 114 30 32 4803 3684 2481 1952 3175 61 353 24 2399 11086
internal_value=0 0.003849 0.0149528 0.013956 0.0619934 -0.0035363 0.00192328 -0.0201903 -0.0450454 0.00671734 0.0607483 0.0997302 -0.571248 -1.21012 0.112625 0.646347 1.84205 0.270556 1.01084 1.91723 0.0847325 -0.519954 -0.284657 -0.822015 0.0522239 -1.60894 0.107426 0.119246 0.00321146 -0.00820629 0.0136052 -0.0421125 -0.985959 0.167097 0.446078 -0.0255817 -0.0401669 0.0521887 0.0694127 0.0603494 0.06978 -0.0559577 0.000822682 0.0869236 -0.0900265 -0.211514 -0.241058 1.19167 -0.107686 -0.0549118
internal_weight=0 375285 149904 149525 19581 225381 199183 6971 26198 129944 15961 4720 89 59 4631 230 55 175 75 45 4401 180 100 64 118 62 12610 12080 125224 88164 53651 34513 71 2832 626 190 34442 5029 4915 4885 4853 29413 11030 6150 18383 4122 4037 85 4880 14261
internal_count=579421 375285 149904 149525 19581 225381 199183 6971 26198 129944 15961 4720 89 59 4631 230 55 175 75 45 4401 180 100 64 118 62 12610 12080 125224 88164 53651 34513 71 2832 626 190 34442 5029 4915 4885 4853 29413 11030 6150 18383 4122 4037 85 4880 14261
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=51
num_cat=0
split_feature=7 10 6 4 1 4 5 12 10 1 10 7 0 3 13 0 4 10 5 0 10 12 1 9 10 10 13 3 8 12 8 2 9 4 13 13 0 8 5 3 7 12 0 14 12 0 3 0 0 14
split_gain=1638.01 2245.93 5884.2 4725.86 9949.08 4187.85 5162.21 10146.3 6021.42 6822.16 7272.47 5964.95 6240.92 5870.92 7239.61 5645.21 5736.37 5338.36 9084.58 5977.99 5134.38 6958.61 7596.61 6575.67 5984.57 4850.08 4613.31 4396.86 3747.72 3561.54 3458.21 3330.74 6501.19 7030.81 6290.81 7895.39 6723.52 9589.94 12409.8 9514.94 9269.03 13855.1 13658.4 9958.06 10291.6 10211 9823.4 8664.59 9580.81 10503.3
threshold=1.5000000000000002 0.3133928571428572 11.500000000000002 12.500000000000002 3305.7150050000014 10.500000000000002 5.5000000000000009 2.5000000000000004 0.46770833333333339 2661.2063200000007 0.69337606837606847 2.5000000000000004 1002.03221753207 39.500000000000007 0.19292803970223329 1243.5699533654035 11.500000000000002 0.96362433862433872 4.5000000000000009 1403.2040600320704 0.32971014492753631 2.5000000000000004 3247.4275200000006 2.5000000000000004 0.39339826839826847 0.55086206896551737 0.15075757575757578 25.500000000000004 3.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 11.500000000000002 0.10762548262548265 0.1012820512820513 780.38975503207018 2.5000000000000004 2.5000000000000004 30.500000000000004 2.5000000000000004 4.5000000000000009 905.47011253207006 0.11583184257602865 6.5000000000000009 869.95145253207011 29.500000000000004 911.92921503207015 956.7117450320701 0.05634920634920635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 31 5 -5 -3 8 15 20 -10 25 -9 -13 14 -14 16 28 26 19 -19 -7 -22 -23 -24 -25 -11 27 -12 -8 -27 -20 32 -2 -34 35 36 39 38 -38 -33 41 42 -40 45 -45 -43 -42 -47 -49 -50
right_child=1 3 -4 4 -6 6 7 11 9 10 17 12 13 -15 -16 -17 -18 18 30 -21 21 22 23 24 -26 29 -28 -29 -30 -31 -32 34 33 -35 -36 -37 37 -39 40 -41 46 43 -44 44 -46 47 -48 48 49 -51
leaf_value=0.0032312024345806248 -0.044758974313432225 -4.3348021167450251e-05 1.3115595750736468 0.86243266542752584 -0.80570805955721048 -0.91193646646681303 3.52563272877173 -0.92527987092733399 0.72309932004321709 -0.11303468923720102 -0.18337988169104966 -0.77278962710074017 0.43056642413139345 -0.22474610286730307 2.81390615606308 0.020345449447631836 0.62820440314032822 -1.7732984568850669 1.6100724223256113 0.23140027012143816 -0.49038992764221301 2.0681353121387716 -0.52239763452154075 2.5900029802322386 0.35681276105344301 -0.85622446883970227 -0.081098037836226558 1.3418682486524285 1.6579758536247979 -2.2166157036467835 -0.18789243879525558 0.063899631541698573 0.074386099166087141 1.3455462075092577 0.08560311224896161 -0.70230781733989722 -0.4975233896588212 -0.45461207472047604 -0.46789785196968153 2.0276303973197938 -1.0844925158364433 0.91292397325689145 -3.4032969426849613 -0.055380375862121578 1.9838916883176687 -2.5719124297300979 0.6602042293976903 1.2570142959554991 0.11106830494744438 -2.8087628754702485
leaf_weight=423144 47934 92467 33 45 174 21 22 40 88 63 27 28 26 27 25 20 22 51 20 21 36 49 36 20 30 67 110 63 21 27 23 1893 3920 44 6724 190 335 746 51 25 35 44 23 50 49 24 414 24 28 22
leaf_count=423144 47934 92467 33 45 174 21 22 40 88 63 27 28 26 27 25 20 22 51 20 21 36 49 36 20 30 67 110 63 21 27 23 1893 3920 44 6724 190 335 746 51 25 35 44 23 50 49 24 414 24 28 22
internal_value=0 -0.00874898 -0.0234124 0.00105196 -0.462939 0.00213933 0.207455 0.620925 0.0804451 -0.0852453 -0.235954 0.115239 0.507888 0.967618 1.59887 1.48952 1.94157 0.0411643 -0.50173 -1.18859 0.563709 0.744928 1.07435 0.508118 1.25009 -0.791954 0.353328 0.884294 2.61352 -1.24698 0.64837 -0.0241164 -0.0345809 0.0884958 0.0267488 -0.0733615 -0.041605 -0.177893 0.00994382 0.0894957 0.232459 -0.183393 -1.38025 0.184107 0.953956 -0.352618 0.524203 -0.920821 -0.385331 -1.17366
internal_weight=0 156277 62608 93669 219 93450 983 231 752 560 472 146 106 78 51 85 65 315 115 72 192 171 135 86 50 157 200 90 43 94 43 62575 51898 3964 10677 3953 3763 1845 1099 1918 764 315 74 241 99 142 449 98 74 50
internal_count=579421 156277 62608 93669 219 93450 983 231 752 560 472 146 106 78 51 85 65 315 115 72 192 171 135 86 50 157 200 90 43 94 43 62575 51898 3964 10677 3953 3763 1845 1099 1918 764 315 74 241 99 142 449 98 74 50
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=51
num_cat=0
split_feature=11 12 9 11 5 4 0 12 2 1 0 4 4 2 13 13 0 3 2 14 5 10 11 0 14 0 0 2 1 6 13 4 8 5 4 14 14 7 1 0 0 6 8 3 7 13 3 0 4 5
split_gain=1548.2 3106.76 2978.89 2740.36 3936.7 5504.38 3346.56 2543.88 2771.35 2480.3 7253.51 3321.34 3095.39 6815.47 11118.2 16223.3 3561.39 2488.37 2416.41 6870.05 3014.73 2335.87 2223.6 4769.89 2978.6 5394.54 4119.99 2221.46 6610.19 5798.61 4323.5 5224.39 3501.04 4038.39 4959.84 4543.52 4177.78 5090.02 4059.35 2976.02 3160.94 3081.24 2473.22 2440.26 2183.09 2082.42 2031.46 7385.19 6747.47 5229.44
threshold=0.92637759710930456 5.5000000000000009 1.5000000000000002 0.50675675675675691 7.5000000000000009 9.5000000000000018 1035.9671475320704 9.5000000000000018 3.5000000000000004 3105.9957700000004 799.92030253207008 12.500000000000002 6.5000000000000009 3.5000000000000004 0.10762548262548265 0.15075757575757578 647.79238503207 36.500000000000007 3.5000000000000004 0.17752100840336138 12.500000000000002 1.0000000180025095e-35 0.71651785714285732 908.49508003207006 0.21132376395534294 864.42307003207009 887.39409003207015 2.5000000000000004 1936.8969000000002 1.0000000180025095e-35 0.6198686371100165 7.5000000000000009 3.5000000000000004 6.5000000000000009 3.5000000000000004 0.58957219251336912 0.12060606060606062 4.5000000000000009 2478.1650450000002 1118.5409650320703 1041.0348750320702 4.5000000000000009 1.5000000000000002 24.500000000000004 3.5000000000000004 0.063164893617021281 19.500000000000004 1063.5212350320703 7.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 27 46 7 6 18 9 -9 12 -11 17 13 -5 16 -16 -15 22 20 -20 -6 -3 24 -24 26 -26 -12 -2 -29 30 31 44 33 -31 38 36 37 -36 -35 40 -34 -41 -33 -44 -30 -27 47 48 49 -1
right_child=1 21 -4 4 5 -7 -8 8 -10 10 11 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 45 -28 28 29 32 -32 42 39 34 35 -37 -38 -39 -40 41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.003652199265268774 0.03541671548686378 -0.049593786317204201 -0.82653155754774044 -0.0096005367137860093 -0.4282647180505868 -1.4362611770629883 0.052826016416489069 -0.19905999925088239 -1.1564290692931729 1.5011790692806244 -0.76779979549202271 -0.91229685619473466 -0.11418105322013983 -2.9885111570358278 2.0477540845870972 -1.1843093976741883 -1.2135571498137256 0.8953661015629768 -0.65207640299430258 1.4982889354228974 -1.6690469327781881 -0.38823135516969332 -1.470138744354248 -0.0078162588808991483 2.0958550163677763 0.99804125009104616 0.22047778729379913 1.5247674829619271 0.2683344755321741 0.015297106177504384 1.7621199157375558 1.845599413945757 -0.33916453773305677 -1.3170790542255748 1.7352179516193478 2.2176665533156625 -0.24968989088728621 -0.037187924185911048 0.65137962782755499 1.2334284782409668 -1.6113496531139722 -0.2941900272523203 1.3676946811378003 -0.12328289583702351 -0.71836851422603321 0.019779742887134064 0.01064302519680348 -0.097325360150211204 0.09907799791163617 0.17746504502519875
leaf_weight=373854 12704 1488 39 20240 290 38 295 148 38 38 51 32 3627 20 25 41 26 40 39 24 21 236 25 207 21 32 244 35 163 670 26 29 174 22 43 21 37 26 20 23 22 31 23 21 26 68 147703 8149 6605 1601
leaf_count=373854 12704 1488 39 20240 290 38 295 148 38 38 51 32 3627 20 25 41 26 40 39 24 21 236 25 207 21 32 244 35 163 670 26 29 174 22 43 21 37 26 20 23 22 31 23 21 26 68 147703 8149 6605 1601
internal_value=0 0.0307941 0.0462309 -0.00086769 -0.0328141 -0.265506 -0.199006 -0.0262132 -0.394652 -0.0234429 0.154655 0.0835886 -0.0290727 -0.0139053 -0.791835 0.0399571 -1.98528 0.129909 -0.397644 0.16711 -0.512047 -0.0959502 0.0826584 -0.165394 0.220995 0.638804 0.049623 0.0486422 0.167634 0.133139 0.532175 0.41012 0.0276084 0.125484 0.562318 0.873858 0.607632 1.06735 -0.379718 -0.300861 -0.481961 0.356462 1.12864 0.656092 0.132598 0.332823 0.000654465 -0.00312643 -0.00111725 -0.00287989
internal_weight=0 15879 14155 563542 25630 707 669 24923 186 24737 758 720 23979 20352 112 66 46 688 374 63 311 1724 648 232 416 121 295 14116 1412 1377 288 262 1089 839 169 127 106 69 42 250 196 54 73 44 189 100 537912 390209 382060 375455
internal_count=579421 15879 14155 563542 25630 707 669 24923 186 24737 758 720 23979 20352 112 66 46 688 374 63 311 1724 648 232 416 121 295 14116 1412 1377 288 262 1089 839 169 127 106 69 42 250 196 54 73 44 189 100 537912 390209 382060 375455
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=51
num_cat=0
split_feature=7 10 10 6 10 10 0 14 13 3 7 10 12 0 13 13 1 13 13 13 2 12 6 2 14 0 10 5 8 3 6 0 0 5 4 12 14 13 8 5 0 10 1 10 0 6 7 0 12 13
split_gain=1598.9 2493.69 8074.25 6835.87 8323.81 7290.49 10883.1 11311.4 11712.6 13358.6 11262.4 7127.55 6310.16 5729.5 5594.57 9768.08 7756.81 5636.44 12219.4 5298.83 5147.75 7910.22 8039.35 8480.42 8259.52 5790.35 7205.16 5649.95 9435.88 7940.71 6261.62 9973.51 11983.2 10742.5 9124.7 8930.85 8648.23 7863.58 10497.2 7480.23 6849.62 14473 7136.69 14836.7 10327.1 6353.76 5491.61 7438.65 5428.76 5415.1
threshold=2.5000000000000004 0.6984848484848486 0.87026647966339421 1.5000000000000002 0.81322674418604668 0.84731934731934744 984.47344919873672 0.267479674796748 0.19292803970223329 23.500000000000004 3.5000000000000004 0.86811594202898557 1.5000000000000002 1199.6178025320703 0.13680926916221037 0.24068965517241384 2287.1924750000003 0.031754032258064523 0.040408163265306128 0.077935222672064791 2.5000000000000004 5.5000000000000009 4.5000000000000009 3.5000000000000004 0.17752100840336138 827.94593753207016 0.96076923076923093 6.5000000000000009 4.5000000000000009 33.500000000000007 1.5000000000000002 911.92921503207015 890.40783836540334 2.5000000000000004 5.5000000000000009 2.5000000000000004 0.096006144393241177 0.16869918699186995 1.5000000000000002 5.5000000000000009 964.0890050320703 0.92637759710930456 2940.4779350000003 0.96490147783251246 1082.0615325320703 3.5000000000000004 6.5000000000000009 813.67629336540347 12.500000000000002 0.36474501108647456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 12 -5 6 7 8 9 -6 -10 -7 -3 -2 17 16 -16 -14 -19 -11 -4 22 23 27 -25 26 -24 28 29 30 40 32 33 -32 45 -34 -33 -38 -39 -40 -22 -42 -43 -44 -45 46 47 -35 -23 -26
right_child=1 2 20 4 5 11 -8 -9 10 19 -12 -13 14 -15 15 -17 -18 18 -20 -21 21 48 25 24 49 -27 -28 -29 -30 -31 31 36 35 34 -36 -37 37 38 39 -41 41 42 43 44 -46 -47 -48 -49 -50 -51
leaf_value=0.0018932697510608649 -0.042573417435287628 0.43952556254252556 -0.043744591835380903 -0.17220338011036521 0.62454522947470359 -0.39118651077151301 -0.18483241976184006 0.34514898494498375 1.9090304747871731 2.4332886128198532 -1.3356480973958971 1.4038746087551117 -0.012307485865836659 0.093568173857152867 -0.042937668068510182 0.17133383043759787 -1.0617500229507475 2.1142133651777755 0.35964231534261804 4.6540562521327624 0.18636002331179116 -0.28045918816388055 -0.01847629793604514 -1.6471182497739794 0.54070693770689626 -0.42646094845225024 1.8016760890300458 0.38695687325884459 -0.91710889751827995 1.6421503567695617 -0.42184485659844456 -1.4022337904343241 -0.019145598618880565 0.35111292190449217 0.84377234518235822 2.5035051345825199 -0.68558376750898098 1.29848531176967 0.23442163213266662 -1.7503576142447337 3.3920120048522948 2.0265137670040132 -1.5390157062666758 1.9830912147249498 -0.44614410738150279 -0.93852882752194999 1.5811652238552387 -0.98209932667237743 1.3134314190257681 -1.1834090385172102
leaf_weight=512809 35734 935 16994 1217 24 192 136 146 23 21 20 25 361 3384 159 631 141 43 516 22 1818 745 133 50 56 433 26 1005 86 35 310 78 23 186 204 36 174 62 59 28 20 25 35 42 30 60 26 54 22 27
leaf_count=512809 35734 935 16994 1217 24 192 136 146 23 21 20 25 361 3384 159 631 141 43 516 22 1818 745 133 50 56 433 26 1005 86 35 310 78 23 186 204 36 174 62 59 28 20 25 35 42 30 60 26 54 22 27
internal_value=0 -0.0145752 0.0085036 0.129211 -0.0211697 0.28065 0.538078 0.922125 1.68793 2.51459 0.399878 -0.184382 0.227774 -0.0307962 0.120811 -0.052011 -0.521779 0.2957 0.494609 3.5695 -0.0158257 0.064754 0.109611 0.15491 -0.631792 -0.236945 0.279159 0.178712 0.116994 0.143902 0.127866 -0.0424794 0.142509 0.0457498 0.319249 1.5201 -0.457204 -0.228993 0.304208 -0.404358 0.240277 0.885152 0.505324 0.149906 0.97091 -0.00898096 0.200691 0.0511402 -0.234741 -0.0201501
internal_weight=0 66612 27494 4612 1826 609 392 256 110 67 43 217 2786 39118 1851 931 300 920 559 43 22882 5888 5121 4529 133 592 159 4396 3391 3305 3270 1300 899 840 530 59 401 323 149 87 1970 152 132 107 72 326 266 240 767 83
internal_count=579421 66612 27494 4612 1826 609 392 256 110 67 43 217 2786 39118 1851 931 300 920 559 43 22882 5888 5121 4529 133 592 159 4396 3391 3305 3270 1300 899 840 530 59 401 323 149 87 1970 152 132 107 72 326 266 240 767 83
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=51
num_cat=0
split_feature=8 4 13 3 0 7 10 0 6 5 4 1 14 7 9 8 3 0 13 2 5 13 10 0 14 10 13 13 13 3 1 13 14 6 10 0 0 4 10 7 1 1 6 14 10 6 6 0 14 5
split_gain=1451.71 2628.44 3980.11 4347.03 7215.32 3994.45 6940.49 8885 5962.87 3739.68 5368.31 5210.62 4083.8 3729.15 3462.55 8208.42 5062.52 4551.34 3431.19 3382.32 3215.73 6333.84 5136.03 4195.75 4614 5393.73 4934.96 4882.65 3624.62 3418.28 3199.24 2945.33 3385.38 3303.79 2879.07 2703.88 5880.45 3490.91 3843.63 3426.9 3151.88 2663.07 2880.41 2663.04 5060.74 3534.89 5554.55 5798.47 4837.76 5028.39
threshold=6.5000000000000009 2.5000000000000004 0.1012820512820513 41.500000000000007 1135.5863325320704 3.5000000000000004 0.04819976771196284 1144.5916150320702 1.5000000000000002 9.5000000000000018 6.5000000000000009 3757.3374450000006 0.81980519480519487 6.5000000000000009 2.5000000000000004 7.5000000000000009 28.500000000000004 878.39572336540346 0.15504807692307696 2.5000000000000004 13.500000000000002 0.22361111111111112 0.57979626485568769 942.50007253207002 0.58477011494252884 0.037749287749287756 0.32200460829493094 0.76568627450980398 0.53033088235294124 26.500000000000004 2841.4711600000005 0.59317129629629639 0.42206477732793529 2.5000000000000004 0.49418604651162795 1063.5212350320703 1075.5508225320702 7.5000000000000009 0.82480818414322254 3.5000000000000004 2889.3091150000005 2716.2336750000004 1.5000000000000002 0.89039039039039047 0.94868421052631591 6.5000000000000009 3.5000000000000004 967.90685753207003 0.29520697167755999 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 5 9 -5 43 -7 8 -8 10 14 -12 13 20 30 16 -16 -18 19 -2 23 -22 -23 24 25 26 -11 31 -24 -26 41 32 33 -27 -10 37 -37 38 -25 -38 -40 -4 -43 45 -45 46 -3 -48 -49 -50
right_child=1 2 3 4 -6 6 7 -9 34 12 11 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 28 35 29 27 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 39 -39 40 -41 -42 42 -44 44 -46 -47 47 48 49 -51
leaf_value=0.00044531129796453227 -0.10209313566690381 0.091823684076889095 -0.15076901222356653 -1.9605002619326115 0.18013295108272184 -0.77983523997767223 0.41685481014705844 0.10091676910126966 1.6712221508934384 0.45271770195527516 -0.40650332153624325 -1.68549236143763 -0.32518121125648647 1.2009117068666402 0.28961947041338892 -0.84718192110256274 0.60058500604785015 2.6632328858971599 -0.063303880894125947 -0.72179990848105158 1.6673207239885082 -0.99257103768842558 1.5890931696941457 0.062883170205971298 0.50636022003257974 0.28761286962032323 -1.4808291825381192 1.6951182742531483 -0.085650790589196349 2.0650970051685973 -0.64763956993571981 -0.83259764300740291 -0.46866680922046788 1.6603424755511462 3.3476833970844746 1.6340161079710183 0.089560889341255542 -1.6688431534171106 -0.21052260210797674 -0.86331981480121611 -1.6483551607529323 1.4003362623353801 -0.048905480653047562 1.0465305375556151 -0.7793010777235031 1.1402986122778169 -1.6331984869944745 -0.80568284627638376 1.7611630070209505 -0.3857785870631536
leaf_weight=574871 158 708 565 32 31 29 21 63 21 22 229 37 217 33 116 49 23 20 666 199 38 28 24 116 34 50 33 26 28 24 121 23 31 27 20 22 234 20 31 45 30 24 32 63 20 27 39 57 20 24
leaf_count=574871 158 708 565 32 31 29 21 63 21 22 229 37 217 33 116 49 23 20 666 199 38 28 24 116 34 50 33 26 28 24 121 23 31 27 20 22 234 20 31 45 30 24 32 63 20 27 39 57 20 24
internal_value=0 -0.056263 -0.0153295 -0.0874135 -0.907173 0.14122 0.613934 0.937288 1.78715 -0.0654557 -0.187332 -0.584408 0.0650039 0.157137 -0.0761513 0.284433 0.63317 1.55996 -0.197389 -0.447532 0.11826 0.60429 0.0993503 0.043584 0.361021 0.144797 -0.70741 0.443341 0.687308 1.15135 -0.177232 0.194897 0.413715 0.76896 2.48901 -0.12852 0.0599874 -0.416545 -0.275042 -0.0641295 -0.917653 -0.0855739 0.572198 0.0652302 0.606571 0.0138802 -0.0219846 -0.597529 -0.197617 0.590104
internal_weight=0 4550 3527 2415 63 1112 154 125 62 2352 1216 266 1136 919 950 208 159 43 1023 357 886 118 80 768 270 212 55 157 52 58 742 131 108 77 41 498 301 197 177 279 61 621 56 958 83 875 848 140 101 44
internal_count=579421 4550 3527 2415 63 1112 154 125 62 2352 1216 266 1136 919 950 208 159 43 1023 357 886 118 80 768 270 212 55 157 52 58 742 131 108 77 41 498 301 197 177 279 61 621 56 958 83 875 848 140 101 44
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=51
num_cat=0
split_feature=7 6 10 9 10 8 12 4 0 8 12 5 0 0 2 4 4 0 5 10 3 13 0 14 10 9 2 5 11 10 14 0 4 10 7 5 10 13 14 14 10 7 3 0 13 13 1 13 0 14
split_gain=1483.44 2585.9 3891.37 4109.54 3087.61 3279.92 2877.2 2588.01 2642.56 4382.59 2546.73 2708.04 3570.99 3014.03 2475.16 2395.5 6465.79 7384.84 11331.8 5262.3 8916.3 7469.28 9200.22 6233.91 5122.32 4723.03 5566.21 10279.8 5073.09 6430.81 4073.41 4021.23 3656.5 3430.04 3406.85 3570.6 3106.84 2978.1 2719.96 4444.86 2718.83 3501.92 3562.32 6290.08 5399.28 7031.21 4990.87 8031.47 9395.16 4666.56
threshold=5.5000000000000009 5.5000000000000009 0.35805860805860812 2.5000000000000004 0.29520697167755999 3.5000000000000004 10.500000000000002 2.5000000000000004 984.47344919873672 1.0000000180025095e-35 6.5000000000000009 6.5000000000000009 1015.5416250320701 1154.1210150320703 2.5000000000000004 8.5000000000000018 7.5000000000000009 1088.5892550320702 6.5000000000000009 0.45584415584415588 41.500000000000007 0.16064516129032261 1082.0615325320703 0.30495169082125612 0.30860805860805868 3.5000000000000004 3.5000000000000004 5.5000000000000009 0.18301435406698566 1.0000000180025095e-35 0.24068965517241384 1135.5863325320704 10.500000000000002 0.96076923076923093 6.5000000000000009 4.5000000000000009 0.69337606837606847 0.1856158484065461 0.70659971305595415 0.21807065217391305 0.12347560975609757 12.500000000000002 24.500000000000004 911.92921503207015 0.28062500000000007 0.58898944193061853 3305.7150050000014 0.19292803970223329 809.05071169873679 0.19292803970223329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 10 5 7 15 -3 9 -9 11 14 -13 -14 -4 16 40 18 38 20 24 22 36 31 25 26 30 32 29 -27 -17 -23 -28 -25 35 -19 -21 -26 39 -18 41 42 -2 44 46 -46 47 48 -44 -47
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 19 17 34 -20 21 -22 23 -24 33 37 28 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 45 49 -48 -49 -50 -51
leaf_value=0.00049863605112748126 -0.098271968047645764 -0.98932908095419414 -0.063450096866914205 -1.6124607298771541 1.2188623882475353 0.67031757613023135 1.1108108130368322 -0.60080064421608337 -0.6105169480507513 1.3253699373315884 -1.4057700027119031 1.0470441957999921 -1.1550092951059341 0.1990714413734774 -0.93027636222541332 0.24342132797316901 0.75631697437748679 -0.35826838371654351 2.5524477883692711 2.7470651209354404 -2.1538886578946279 -1.8077503212672825 -0.12808216672677261 -0.33312436006963253 -2.1911304042452859 -2.5504209954738619 0.84642342829704287 2.6020599640228532 0.32262715315818791 -0.25873435288667679 -0.92328640473516366 -0.13706062006950379 -0.88162131508191433 1.4400652122497559 -0.77272691481879785 1.3189919767075811 1.1026497037322434 -0.48608164072036741 1.3682902736323221 -0.39944306776991917 -0.088027926711555529 -1.1179806841456372 1.1356710969185344 -0.059646845111317605 -0.62367217514723072 0.062712681847949356 2.1788707619905474 1.9965190625853009 -0.95951119284880793 1.5732757812891252
leaf_weight=573848 399 40 56 30 21 45 22 21 41 27 22 29 25 48 80 63 82 30 31 20 29 34 52 24 21 25 25 22 25 24 57 25 24 20 56 22 27 20 28 56 3236 23 49 268 63 43 30 36 38 39
leaf_count=573848 399 40 56 30 21 45 22 21 41 27 22 29 25 48 80 63 82 30 31 20 29 34 52 24 21 25 25 22 25 24 57 25 24 20 56 22 27 20 28 56 3236 23 49 268 63 43 30 36 38 39
internal_value=0 -0.0513442 -0.271974 -0.504247 0.0734575 -0.064781 -0.0303133 -0.321211 -0.0209328 0.48267 -0.376376 -0.281222 0.108279 -0.264655 -0.573348 -0.0352688 -0.0115905 0.433063 0.797397 -0.234969 -0.478052 0.168163 0.78841 -0.427997 -0.319231 -0.158299 0.104478 0.806296 -0.836547 -1.42796 -0.310765 -1.09983 3.41662e-05 0.472871 -0.231509 0.351342 1.8024 -1.3594 0.469646 0.287313 -0.0436973 0.101499 0.130564 0.291882 0.608021 0.17078 1.0224 0.740335 0.220534 0.781151
internal_weight=0 5573 485 290 195 174 5088 129 89 48 260 238 102 73 136 5066 4529 305 197 537 335 202 99 103 306 265 191 71 74 49 120 59 49 44 108 52 47 41 166 138 4224 988 965 566 298 145 153 123 87 82
internal_count=579421 5573 485 290 195 174 5088 129 89 48 260 238 102 73 136 5066 4529 305 197 537 335 202 99 103 306 265 191 71 74 49 120 59 49 44 108 52 47 41 166 138 4224 988 965 566 298 145 153 123 87 82
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=51
num_cat=0
split_feature=3 0 1 0 4 0 6 14 13 1 5 1 7 12 4 12 13 7 10 3 0 10 10 1 6 0 12 8 10 0 0 6 9 13 3 6 12 5 1 0 5 10 6 1 0 5 13 7 8 12
split_gain=1413.71 6585.98 4736.15 3441.87 3268.99 5855.15 5830 4651.23 6931.93 5896.53 5523.95 6160.58 4603.25 4550.51 4302.32 5139.94 5007.76 4547.32 4228.51 4983.93 4053.02 5447.88 7569.44 7064.76 4044.37 4355.57 3948.77 4108.38 5024.53 6128.98 4767.57 4114.38 4066.61 4835.82 4380.58 4711.27 9066.84 8668.09 8380.1 7159.54 6344.86 6284.12 11054.9 5939.95 7330.85 5766.27 5387.34 6188.99 5147.74 5425.89
threshold=17.500000000000004 960.44235003207029 1923.0032150000002 1063.5212350320703 5.5000000000000009 710.35568253207009 6.5000000000000009 0.04819976771196284 0.26138716356107666 2017.0318350000002 1.5000000000000002 2661.2063200000007 4.5000000000000009 4.5000000000000009 2.5000000000000004 2.5000000000000004 0.90161290322580656 1.5000000000000002 0.95346320346320357 22.500000000000004 740.62473128207 0.26393188854489169 0.067424242424242428 2185.125085000001 1.5000000000000002 720.37334503207001 15.500000000000002 1.5000000000000002 1.0000000180025095e-35 840.46259753207016 1304.6278725320703 1.0000000180025095e-35 5.5000000000000009 0.070598006644518277 20.500000000000004 3.5000000000000004 2.5000000000000004 6.5000000000000009 2298.0417150000007 840.46259753207016 9.5000000000000018 0.04083333333333334 1.5000000000000002 2775.3070650000004 979.98498253207015 5.5000000000000009 0.77097902097902116 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 7 8 10 -9 11 -4 26 -12 15 16 17 -8 -11 -20 21 22 -14 24 -23 -26 27 28 29 31 32 -7 34 -34 -30 36 37 39 -39 46 45 42 -38 -41 -45 -37 47 -36 49 -43
right_child=2 3 4 -5 -6 12 14 9 -10 18 13 -13 20 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 30 -31 -32 -33 33 -35 35 40 41 38 -40 43 -42 48 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.0012823437344435086 0.070219914042811374 -0.065309197513404679 0.26177093990679301 -0.36741978894215283 -0.0072675883213378055 0.03302599347624665 0.35858503955381887 0.053882696323621443 0.5450862117042482 -0.088727031538369194 0.188973431364866 2.1415764006701385 -0.23185987073641559 -0.3668081380534241 0.84266011754225478 1.2367779113849005 0.61171408438164265 -1.235835865196192 -1.5154647790723379 0.063131396803590992 -0.044236183919493105 -0.37328804612159727 -1.8420535834330434 -0.64762526763382777 0.30301357416006236 2.1921781151191051 -0.55049851547207751 0.018081908449085592 0.066063895921304711 0.07293799847579939 -0.18855042028024313 -0.22695484389607234 -1.8200818302730721 0.11434333363015736 -0.41513255965418933 0.061301957923269361 2.0814202411543756 0.381004344657907 -1.0170223313487239 0.21954246685353149 1.0472320643992261 0.25355483306350424 -0.6857269392772154 2.4944073985641202 0.24053936449270094 -0.46352411464947024 1.830655946639868 0.88444476421969687 0.054188274853081066 1.8712710051309493
leaf_weight=345098 11008 12333 84 389 126067 993 27 3550 323 11161 256 22 65 347 128 30 46 53 45 36 3878 25 53 93 26 23 114 38751 10749 3872 572 1573 24 28 41 1405 42 106 72 490 58 1632 22 27 31 246 52 345 2989 21
leaf_count=345098 11008 12333 84 389 126067 993 27 3550 323 11161 256 22 65 347 128 30 46 53 45 36 3878 25 53 93 26 23 114 38751 10749 3872 572 1573 24 28 41 1405 42 106 72 490 58 1632 22 27 31 246 52 345 2989 21
internal_value=0 -0.0038872 0.00627668 -0.0745468 0.00293428 0.0181499 -0.0360924 -0.044152 0.161106 -0.0584723 -0.0138248 0.651919 0.0309205 -0.130854 0.412976 0.0604146 -0.219672 -0.697719 -0.0939518 -0.813866 -0.070985 -0.434957 -0.955082 -0.0674425 0.661706 1.18976 0.0375228 0.0385679 0.0698343 -0.00649103 0.095762 -0.126347 0.10461 -0.778468 0.107115 0.165337 0.207879 0.457774 -0.18449 0.573721 0.019217 0.146069 1.13021 0.332813 1.28975 -0.0168974 0.87513 0.746407 0.1325 0.274107
internal_weight=0 357820 221601 12722 210593 84526 16108 15824 1032 14792 709 106 68418 603 284 156 126 80 11242 81 4163 285 118 167 74 49 64255 64141 25390 6438 18952 2566 18380 52 18328 7579 5870 1164 178 986 1709 4706 64 548 58 1651 438 386 4642 1653
internal_count=579421 357820 221601 12722 210593 84526 16108 15824 1032 14792 709 106 68418 603 284 156 126 80 11242 81 4163 285 118 167 74 49 64255 64141 25390 6438 18952 2566 18380 52 18328 7579 5870 1164 178 986 1709 4706 64 548 58 1651 438 386 4642 1653
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=51
num_cat=0
split_feature=7 3 0 1 13 1 14 14 8 14 13 10 14 3 13 10 5 0 3 8 0 12 13 13 13 4 5 7 1 13 14 7 0 10 14 14 0 14 0 7 10 10 11 0 0 6 11 10 9 5
split_gain=1499.36 1754.92 4802.05 5110.05 4505.09 4434.07 4201.17 5832.53 5604.43 6167.92 7645.33 6785.03 6310.73 5855.98 6071.12 9462.28 17961.6 9594.62 9084.23 8396.93 11589.2 8219.24 8574.59 7145.82 9272.19 6714.17 9181.7 8561.98 17202.2 7599.13 7327.9 7508.22 6633.34 14897.5 6180.09 7270.29 6448.17 9653 6147.46 5676.1 5861.91 5427.51 5480.61 5416.17 5188.83 5165.55 5124.18 4994.14 4868.67 5448.72
threshold=1.0000000180025095e-35 25.500000000000004 631.84199253207009 2678.3870350000002 0.3133928571428572 2258.0617350000007 0.077677224736048281 0.084523809523809543 1.0000000180025095e-35 0.10762548262548265 0.3816526610644258 0.072299651567944254 0.16869918699186995 27.500000000000004 0.61651583710407254 0.55086206896551737 13.500000000000002 931.97496003207004 34.500000000000007 4.5000000000000009 797.48407503207011 1.5000000000000002 0.78319623971797891 0.32200460829493094 0.44590643274853808 9.5000000000000018 3.5000000000000004 2.5000000000000004 3585.7070200000003 0.54415584415584417 0.23205128205128209 3.5000000000000004 786.8817525320701 0.03509852216748769 0.21132376395534294 0.27386363636363642 896.11410003207016 0.14459930313588851 911.92921503207015 3.5000000000000004 0.23904761904761906 0.14495798319327732 0.10620300751879701 830.42336253206997 1015.5416250320701 1.5000000000000002 0.072299651567944254 0.96824596774193561 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -6 -8 9 -9 11 12 -11 46 15 16 18 38 19 25 -21 -16 47 -19 -25 27 -27 32 29 34 31 44 33 -15 36 -36 37 -29 -17 45 -41 42 -32 -22 -28 -20 -10 48 49 -23
right_child=1 2 3 4 6 -7 7 8 13 10 -12 -13 -14 14 21 17 -18 23 39 20 43 22 -24 24 -26 26 30 28 -30 -31 41 -33 -34 -35 35 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0059853844379479521 -0.0070392673526199021 -1.2942634361130851 -0.59430747333843315 0.024430557076893612 -0.17411706989740722 0.1654001221711211 1.3309538682922721 -0.91329483718444138 -0.24024008922321813 1.2420555150508881 0.15183907090105875 1.562452891399694 -1.2700619867444038 3.7596595144271854 0.063533562787979891 -0.83661693573691132 -2.777987161278725 -1.6269776694914875 1.6419352298691159 -1.9580746959977682 1.2926671234044163 0.37471114608148737 -0.65657564869948803 0.22471735947692878 -0.57700169896920217 0.58686378327448196 0.29910589831490675 -0.62754862871434958 2.8136277770996099 0.82122059048851959 -2.6959854140001185 1.309734370790679 0.40072323489218153 0.50106223618730583 0.9698649658445726 -0.35931735197082165 -0.35206372407051401 -3.2502085913782537 -2.6466619501511257 0.82364697072465543 2.6507504391670231 -0.380711806097696 -0.80672453748328354 -0.36252025799109389 -1.5026131335533028 -0.1249934162072933 0.26727568143853425 -0.51651320094647613 0.18030237658665732 1.6253846748959362
leaf_weight=243001 294742 28 79 30177 2276 2792 32 39 1844 20 345 86 20 20 1016 86 22 34 21 45 22 48 42 321 262 82 31 36 20 64 34 29 411 47 57 148 109 23 24 59 25 43 28 195 33 78 223 23 52 127
leaf_count=243001 294742 28 79 30177 2276 2792 32 39 1844 20 345 86 20 20 1016 86 22 34 21 45 22 48 42 321 262 82 31 36 20 64 34 29 411 47 57 148 109 23 24 59 25 43 28 195 33 78 223 23 52 127
internal_value=0 -0.00432333 0.0148835 0.0157636 0.00623291 0.144496 -0.057607 -0.0156884 -0.022535 0.295249 0.395319 1.06199 -0.0140032 -0.0505553 0.024479 -0.0696934 0.0606034 -0.37115 0.0982233 0.0158805 -0.497581 0.19792 0.665513 -0.217759 -0.135575 0.126602 -0.302969 0.255244 -0.0542396 -0.185492 -0.671485 -0.0250715 0.55113 1.47378 -0.358226 0.0102602 -0.807866 -1.64994 -1.23154 0.762815 1.36743 -1.24402 -1.84277 -0.194713 -0.629905 0.24981 -0.185486 0.887624 1.02989 1.28234
internal_weight=0 336420 41678 41650 38779 2871 8602 6326 6294 510 471 126 40 5784 3717 2409 1682 727 1660 1477 262 1308 292 617 583 1215 280 935 457 437 198 93 478 67 373 205 168 59 110 183 84 105 62 217 64 99 2067 250 227 175
internal_count=579421 336420 41678 41650 38779 2871 8602 6326 6294 510 471 126 40 5784 3717 2409 1682 727 1660 1477 262 1308 292 617 583 1215 280 935 457 437 198 93 478 67 373 205 168 59 110 183 84 105 62 217 64 99 2067 250 227 175
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=51
num_cat=0
split_feature=12 10 2 0 8 10 4 10 4 14 8 14 0 13 6 13 10 7 4 13 0 10 10 6 8 7 7 14 7 5 3 7 13 10 2 5 0 14 0 3 7 14 4 6 14 4 13 11 3 0
split_gain=1464.59 5634.5 9657.5 8755.88 7929.56 12818 9231.02 7089.03 6254.1 14106.1 15533.3 8592.07 16443.9 9511.65 13301.9 11554.7 7808.54 7447.53 12154.2 8007.09 6488.9 11319.3 8177.47 9790.52 6267.86 8841.22 5896.96 5339.27 5009.24 4924.88 4812.28 4798.43 4659.88 4477.63 4469.81 7587.68 10863.5 9317.73 9125.1 11563.9 6350.96 7228.59 6034.97 5634.93 8667.59 4391.2 4264.03 3782.63 6256.51 3616.68
threshold=7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 869.95145253207011 4.5000000000000009 0.49418604651162795 5.5000000000000009 0.04083333333333334 8.5000000000000018 0.070598006644518277 2.5000000000000004 0.032795698924731186 964.0890050320703 0.12660256410256412 2.5000000000000004 0.059714795008912663 0.32971014492753631 1.0000000180025095e-35 6.5000000000000009 0.063164893617021281 795.43170253206983 0.12660256410256412 0.15894736842105264 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.10435571687840291 2.5000000000000004 4.5000000000000009 32.500000000000007 3.5000000000000004 0.070598006644518277 0.36939571150097467 3.5000000000000004 5.5000000000000009 773.89375253207015 0.14907407407407411 975.99820503207002 31.500000000000004 1.5000000000000002 0.12060606060606062 6.5000000000000009 1.0000000180025095e-35 0.18065268065268067 3.5000000000000004 0.12660256410256412 0.13100686498855837 24.500000000000004 811.40578753207012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 -3 7 6 28 32 11 30 16 26 17 14 -14 -16 -11 18 29 -20 31 -22 -23 33 -25 -26 -9 47 -6 45 -10 46 -4 -24 -29 36 -36 40 39 42 41 -38 -39 -37 -45 -13 -19 -2 -49 -47
right_child=1 2 4 -5 5 -7 -8 8 9 10 -12 12 13 -15 15 -17 -18 20 19 -21 21 22 23 24 25 -27 -28 34 -30 -31 -32 -33 -34 -35 35 43 37 38 -40 -41 -42 -43 -44 44 -46 49 -48 48 -50 -51
leaf_value=0.00067361312769406712 -0.20981193803648912 0.21456541855542804 1.9554741216557368 -0.10567916017876917 0.44754977472897234 0.7941882911993533 -2.5758183255791667 0.53947236291293443 -0.30671320466697216 -2.975432111121513 0.96384806995806493 0.64831630372900084 2.3841551327123875 3.1115682404616787 1.2022297013190486 -1.8357957124710085 -0.52294616296887397 0.55384467681404204 0.0016778552532196048 -2.564735471048663 2.4813477089499227 -1.1726235980788866 3.0130465175794523 0.76490793514798971 0.82623164772987367 -2.1115767740067981 -1.2284252069614552 -0.17771096940742856 -1.6096190798282626 1.4649985191913752 1.4797085881233216 -1.0420918618479085 0.54525496138716645 1.1299766191414424 -0.027230146077443968 1.356385543531385 0.098505285978317259 -1.4067257903516293 1.2430035066604614 -2.9967506041129433 -3.118295422962734 -2.4302340846795305 0.52063125159704327 -1.5535292820135753 0.81244138777256014 -0.11594274933909027 -0.44699527405459305 -0.20160385266894051 0.230835879970781 -1.6098037799199423
leaf_weight=569203 917 1061 42 4371 29 49 32 29 25 37 23 59 41 29 31 21 20 160 20 31 36 24 23 113 20 21 54 787 20 26 38 31 53 28 106 29 20 32 20 24 35 26 33 30 32 71 58 570 810 21
leaf_count=569203 917 1061 42 4371 29 49 32 29 25 37 23 59 41 29 31 21 20 160 20 31 36 24 23 113 20 21 54 787 20 26 38 31 53 28 106 29 20 32 20 24 35 26 33 30 32 71 58 570 810 21
internal_value=0 -0.0375242 0.0157377 -0.0431277 0.258899 -0.482495 -1.25481 0.340233 0.268026 -0.348394 -1.22977 0.361107 0.454466 1.53035 1.03729 -0.0246652 -2.11491 0.277568 -0.198116 -1.5583 0.488571 0.832985 0.573854 0.77832 0.380624 -0.678499 -0.610726 -0.141056 -0.392111 0.193801 0.770811 0.122026 1.16872 1.9792 -0.31454 -0.592795 -0.838308 -1.2908 -0.687122 -1.12086 -2.10316 -1.33078 -0.428221 0.205796 -0.332383 -0.0250805 0.287566 -0.0523878 0.0522195 -0.456933
internal_weight=0 10218 6747 5432 1315 130 81 1185 1090 143 80 947 864 122 93 52 57 742 228 51 514 265 229 205 154 41 83 3471 49 177 63 249 95 51 1174 387 296 190 109 89 81 46 65 91 62 151 218 2297 1380 92
internal_count=579421 10218 6747 5432 1315 130 81 1185 1090 143 80 947 864 122 93 52 57 742 228 51 514 265 229 205 154 41 83 3471 49 177 63 249 95 51 1174 387 296 190 109 89 81 46 65 91 62 151 218 2297 1380 92
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=51
num_cat=0
split_feature=10 0 4 11 9 5 3 4 12 10 9 3 13 2 0 4 13 12 10 4 6 9 2 13 4 6 0 5 11 11 0 5 8 13 4 11 10 9 1 0 13 4 4 13 10 4 0 5 9 1
split_gain=1465.47 8520.99 12496.7 9867.81 14181.4 21931.9 12888.6 8915.09 8668.05 8383.63 28099.1 8698.33 7058.26 8182.08 9435.32 6291.3 6215.49 6112.62 5940.28 5758.14 5140.65 5060.33 8366.28 7806.41 10456.8 7589.48 8074.65 9816.74 9409.22 12836.6 9419.17 8908.33 6338.37 5759.86 10425.9 12527.7 7273.21 9368.82 15353.9 10631.2 10809.6 7306.28 9016.33 6912.12 10266.7 11985.6 12998.6 7832.98 7061.82 8800.63
threshold=0.037749287749287756 698.35489753207014 4.5000000000000009 0.053342816500711245 2.5000000000000004 1.5000000000000002 24.500000000000004 5.5000000000000009 2.5000000000000004 0.1126984126984127 3.5000000000000004 13.500000000000002 0.26006441223832533 2.5000000000000004 1088.5892550320702 9.5000000000000018 0.11651583710407241 3.5000000000000004 0.082207207207207214 7.5000000000000009 6.5000000000000009 2.5000000000000004 3.5000000000000004 0.046536796536796543 12.500000000000002 7.5000000000000009 1025.5466150320701 7.5000000000000009 0.39339826839826847 0.77032967032967048 869.95145253207011 4.5000000000000009 7.5000000000000009 0.32200460829493094 11.500000000000002 0.25290697674418611 1.0000000180025095e-35 3.5000000000000004 2841.4711600000005 811.40578753207012 0.10762548262548265 5.5000000000000009 4.5000000000000009 0.63762626262626265 1.0000000180025095e-35 8.5000000000000018 893.04870836540351 6.5000000000000009 5.5000000000000009 3475.2235900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 19 -5 -7 -8 10 12 -12 -2 -14 18 -16 -9 -18 -15 -4 -20 22 -3 24 32 26 28 -28 31 -30 -31 -24 -23 36 43 -36 -25 38 -38 40 -40 42 -39 44 -35 46 47 -46 49 -45
right_child=9 21 3 6 -6 7 8 16 -10 -11 11 -13 13 14 15 -17 17 -19 20 -21 -22 23 25 33 -26 -27 27 -29 29 30 -32 -33 -34 34 35 -37 37 41 39 -41 -42 -43 -44 48 45 -47 -48 -49 -50 -51
leaf_value=0.010816839321441365 -0.038878942659009957 0.0066556955497576401 0.080395057922862362 0.030879475514353119 0.11002284588554745 0.5036479473084795 -0.35902009497989312 1.9031425101001087 1.244713226457437 0.0012014527996804954 -0.27489686760152904 0.23306439423862479 -0.071679758196421348 -0.31694554886239507 1.3120802930439823 -0.68263096752620889 1.0461566457990557 -0.63894944320554314 -0.12691359748262199 1.5881047079196344 1.0471246167233115 -0.20848852576944013 -1.2278195518412089 -0.010355499138927004 1.7208057893174038 1.9996533569789703 -2.3574205593629318 0.27247329905629158 2.3840983128547673 -1.1456023583045372 1.6325353503227236 0.57587430416321272 -1.9952664095163346 -0.14579303872768873 2.3346448964194249 -0.42518563368197149 2.6612119299173358 0.45420299349796206 2.4353385819329159 -0.50214558293422062 0.019616913189322262 0.42628697402542459 2.5141952477222267 0.054627855028475586 -3.2493975390990579 0.22981220522234516 -0.35090926518397675 -1.0137352514266968 1.9160177794471385 -1.6174071043729783
leaf_weight=32559 15523 49285 984 7362 3633 510 44 82 144 418575 369 3901 8102 3743 64 21 336 23 2011 26 38 2710 38 20851 28 31 22 40 55 26 23 98 20 5195 38 29 20 42 27 264 59 256 43 1934 42 62 56 25 20 32
leaf_count=32559 15523 49285 984 7362 3633 510 44 82 144 418575 369 3901 8102 3743 64 21 336 23 2011 26 38 2710 38 20851 28 31 22 40 55 26 23 98 20 5195 38 29 20 42 27 264 59 256 43 1934 42 62 56 25 20 32
internal_value=0 0.00948852 0.044041 0.126341 0.227001 0.443718 0.0517585 0.788361 0.869371 -0.00266553 -0.0505934 0.189168 -0.0852955 -0.136839 -0.226667 0.819269 1.11762 0.938197 -0.242017 0.119207 -0.10514 -0.0099183 0.010031 -0.0410915 -0.201859 0.509584 0.35663 -0.660715 0.619444 1.33546 0.158421 0.071901 -0.221578 -0.0257994 -0.101711 1.14009 0.000369317 0.314889 -0.0335964 -0.187585 0.778041 0.69301 1.49632 -0.113006 -0.171862 -0.903895 -1.47536 -2.4152 0.0464318 0.0274126
internal_weight=0 127074 45703 13144 5594 1961 7550 951 188 452347 33772 4270 29502 13979 5877 85 441 359 5792 1010 2049 81371 49618 31753 2758 333 302 62 240 104 49 136 2730 28995 7433 67 21562 711 370 350 86 341 85 7366 5380 185 123 67 1986 1966
internal_count=579421 127074 45703 13144 5594 1961 7550 951 188 452347 33772 4270 29502 13979 5877 85 441 359 5792 1010 2049 81371 49618 31753 2758 333 302 62 240 104 49 136 2730 28995 7433 67 21562 711 370 350 86 341 85 7366 5380 185 123 67 1986 1966
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=51
num_cat=0
split_feature=3 0 1 3 0 4 7 1 3 10 10 3 5 3 6 9 10 10 14 7 6 9 2 1 1 4 1 0 9 10 1 10 14 11 0 6 14 11 9 10 10 9 9 10 1 9 10 4 10 0
split_gain=1424.52 8857.74 5498.72 8314.11 5952.94 5511.94 4625.48 4391.49 10760.4 5572.59 9009.01 9011.95 4288.45 3968.27 3587.15 3492.47 3490.98 3354.74 3156.69 2883.38 2859.86 2858.56 2862.29 6846.75 3412.64 2802.03 2797.98 2665.61 6843.14 5583.36 5124.12 8820.75 3733.99 3464.8 3176.7 11435.2 9044.32 5727.92 3941.8 4291.85 8504.75 4822.79 4553.44 4528.13 4183.48 4073.97 3748.94 3381.23 4218.52 16602
threshold=11.500000000000002 704.36429419873673 1479.7281650000002 12.500000000000002 414.71305928207005 5.5000000000000009 1.0000000180025095e-35 1282.6957450000002 10.500000000000002 0.74133811230585434 0.59729729729729741 9.5000000000000018 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.79361054766734285 0.61200716845878145 0.89564428312159727 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1046.5740349999999 1135.5642000000003 1.0000000180025095e-35 1554.8875399999999 499.84664711540341 3.5000000000000004 0.19722222222222227 1774.9359500000003 0.46247654784240161 0.10762548262548265 0.15075757575757578 537.25655753207002 1.5000000000000002 0.62731481481481499 0.15504807692307696 3.5000000000000004 0.21132376395534294 0.53452380952380962 2.5000000000000004 2.5000000000000004 0.29520697167755999 2017.0318350000002 2.5000000000000004 0.3816526610644258 4.5000000000000009 0.03509852216748769 720.37334503207001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 -2 -6 26 9 18 10 21 13 14 -12 16 20 -11 -17 -9 -10 -7 22 -1 -24 -25 -5 -4 28 30 -30 33 32 -32 -27 35 37 -37 38 39 42 41 46 -29 44 -43 -42 -41 -36 49 -49
right_child=2 -3 3 25 5 15 -8 8 19 12 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 27 -28 34 29 -31 31 -33 -34 -35 47 36 -38 -39 -40 40 45 43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=0.010237804987234242 1.4386578605572384 -0.20683109290755464 -0.042340184661207578 -0.10324618516972667 0.021503842226280698 0.17003710969808775 -0.31354975607717006 -0.17166310423068676 0.0059598586464792774 -0.13793564467181826 -0.40811973953479319 0.24654000038534379 -0.051844059099903611 0.029309534017568008 -0.037525831057724432 0.18060465082961455 0.03802682269800705 0.55238378462744153 -0.43222382470742393 -0.091623132428965762 -0.025200273028500628 -0.28702076027199391 2.0039116668701173 0.56137559125028502 0.067330316551946795 0.13385762838596796 -0.22117498378833608 -0.16343123349381697 -0.023661029553839141 -0.91880944196948366 1.6301681349223314 -0.31929673329779978 0.6428576457691757 -1.1155759303466135 0.014119497149740963 -0.002070852304564514 0.50440097581122767 -0.58617033692611054 -0.38235643376774608 -0.62612722545008204 0.046671162055238913 0.021814668645754785 0.16185886094814286 -0.30373880754254556 1.0388582689186128 -0.43913771016717268 -0.22639983636796185 0.12533649830526791 -0.013031199565918278 -0.0083160212455110419
leaf_weight=33582 30 2237 4336 2607 57282 1663 989 2563 12855 1191 239 3493 22066 1568 12942 888 21139 334 568 3961 1367 315 20 163 983 634 1096 679 350 87 44 95 296 23 136685 976 552 258 470 554 1710 182 1175 409 52 192 407 11532 183690 47892
leaf_count=33582 30 2237 4336 2607 57282 1663 989 2563 12855 1191 239 3493 22066 1568 12942 888 21139 334 568 3961 1367 315 20 163 983 634 1096 679 350 87 44 95 296 23 136685 976 552 258 470 554 1710 182 1175 409 52 192 407 11532 183690 47892
internal_value=0 -0.00970765 0.00253256 -0.00176982 0.0303447 0.0296581 -0.114639 -0.00595947 -0.0487181 0.0027703 0.0312351 0.152751 -0.0172675 -0.0285464 0.00436347 0.13951 0.0286416 0.28222 -0.218932 -0.0170258 0.0819548 0.0128672 0.0155858 0.169612 0.1376 8.11078e-05 -0.0784232 0.000773686 0.132551 -0.201871 0.266381 0.532598 0.770627 0.0901179 0.000253606 -0.0636924 0.180895 -0.12508 -0.104675 -0.0803265 -0.145398 -0.314998 0.0427262 -0.103014 0.247824 -0.00236948 -0.456836 0.0015359 -0.00553893 0.017621
internal_weight=0 119885 459536 397972 61564 61534 6421 117648 19947 97701 40363 5300 57338 1807 35272 4252 22330 1222 3131 16816 3030 35063 34748 1166 1146 391551 5432 388944 1529 437 1092 435 340 657 387415 7616 1528 6088 5830 5360 3506 1604 1854 643 234 1902 961 379799 243114 59424
internal_count=579421 119885 459536 397972 61564 61534 6421 117648 19947 97701 40363 5300 57338 1807 35272 4252 22330 1222 3131 16816 3030 35063 34748 1166 1146 391551 5432 388944 1529 437 1092 435 340 657 387415 7616 1528 6088 5830 5360 3506 1604 1854 643 234 1902 961 379799 243114 59424
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=51
num_cat=0
split_feature=0 10 9 4 10 6 3 10 10 13 1 9 1 6 1 3 1 0 4 6 10 9 10 1 9 10 10 10 4 14 14 6 5 4 3 0 10 0 14 6 10 9 11 7 1 11 14 5 1 10
split_gain=1431.83 5503.99 4716.1 3524.84 3321.72 2612.33 2384.4 2149.57 2122.74 2143.72 2244.69 1831.68 3158.23 1795.68 2266.37 1736.06 2534.88 4540.45 9657.16 3490.64 3153.88 6726.65 3789.72 2723.69 2477.53 2451.6 3455 2381.46 2287.84 2159.85 2150.82 2134.73 2103.33 1983.28 1901.31 1883.68 7384.57 3338.94 3211.83 3382.22 7659.71 5650.21 4170.46 4345.71 3309.15 3721.77 3482.43 3281.6 3212.81 3120.5
threshold=453.23590169873665 0.096006144393241177 2.5000000000000004 1.5000000000000002 0.41240409207161127 2.5000000000000004 15.500000000000002 0.59729729729729741 0.65450928381962881 0.087595907928388769 1196.6206550000002 3.5000000000000004 1589.7626100000002 1.0000000180025095e-35 1142.5938200000003 8.5000000000000018 1002.5879050000002 486.25391403207004 4.5000000000000009 1.5000000000000002 0.087595907928388769 2.5000000000000004 0.32971014492753631 1843.9620400000001 3.5000000000000004 0.78319623971797891 0.39339826839826847 0.1126984126984127 2.5000000000000004 0.56904761904761914 0.18065268065268067 1.5000000000000002 1.5000000000000002 3.5000000000000004 12.500000000000002 539.79532253207014 0.92637759710930456 528.27941586540339 0.077677224736048281 1.5000000000000002 0.81016731016731025 3.5000000000000004 0.15075757575757578 2.5000000000000004 1513.7905750000002 0.39339826839826847 0.23205128205128209 5.5000000000000009 1589.7626100000002 0.23166368515205729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 6 8 11 -7 -5 -10 -11 -4 -13 14 -1 29 -17 18 19 20 32 25 23 -23 31 26 -22 -26 -24 -2 -30 -20 -18 -31 -27 36 38 -38 -19 41 42 44 43 47 -40 46 -46 -41 -42 -43
right_child=15 2 4 5 -6 7 -8 -9 9 10 -12 12 -14 -15 -16 16 17 35 24 -21 21 22 28 -25 27 34 -28 -29 30 33 -32 -33 -34 -35 -36 -37 37 -39 39 40 48 49 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=0.18859847554387724 0.072332778284641228 -0.24983929648386224 -0.19778792612149354 0.067679178413276656 -0.73811356174674903 1.4230637306516822 0.71146044295143207 0.1748487166456274 0.16901098842593446 -0.058366429859466912 -0.28182110107811914 -0.15468857487042745 -1.6623252630233765 0.26027001319694393 -0.077324851716228049 -0.071871633462819884 -0.009125445394460422 -0.17944890149446463 0.37064865582423817 0.27393586622980926 -0.12719162043904056 -0.2643976371958634 -1.1149043152568403 0.52577885651588441 0.30838850535452367 -0.3765076309739061 0.26782908924690751 -0.87024816513061531 0.26643026146021759 -0.065864341194744158 -0.62980049164362362 0.88587013925059466 0.3203421911146897 0.066350549007926016 0.26089571313779863 0.0009624117535942593 0.58415498508677366 0.043112724965127809 -0.0059431034602559774 0.2765859641393657 -0.14280067115980219 -0.2228545513432017 -0.50006494003123247 -0.28147626438451384 0.032685704915368985 -0.7710486711543284 -0.14370415267801925 -0.44677192614628719 -1.394585472629184 -0.77819783642292029
leaf_weight=607 7302 769 637 1624 143 22 27 37 348 3093 526 33 24 579 679 4889 421 1437 834 455 357 342 77 50 40 201 583 30 33 2904 142 89 359 1862 61 523795 281 192 14632 1785 867 531 87 167 1637 81 3539 65 21 125
leaf_count=607 7302 769 637 1624 143 22 27 37 348 3093 526 33 24 579 679 4889 421 1437 834 455 357 342 77 50 40 201 583 30 33 2904 142 89 359 1862 61 523795 281 192 14632 1785 867 531 87 167 1637 81 3539 65 21 125
internal_value=0 -0.0392488 -0.0785007 -0.0489777 -0.297838 -0.0216392 -0.210516 0.640285 -0.0286243 -0.0680488 -0.0908442 -0.246385 -0.789483 0.114033 0.0481926 0.000629608 -0.000181654 0.000451785 0.105632 0.0182257 -0.0260806 -0.0973178 -0.358109 -0.16361 0.376829 0.0424073 0.117805 -0.196741 -0.660663 0.0381545 -0.460797 0.420329 0.142514 -0.0142101 -0.228105 -0.000328388 -0.0268979 0.364535 -0.0343115 -0.0254505 0.0738834 -0.0399166 0.17783 0.20707 -0.0303925 -0.0984435 -0.0879178 0.251171 -0.172404 -0.328675
internal_weight=0 9148 7283 6419 864 5650 721 59 5591 3967 3619 694 57 1865 1286 570273 558205 553316 4074 3081 2626 1846 644 392 993 1202 940 70 252 12068 175 923 780 4766 262 549242 25447 473 24974 23537 2992 20545 2104 2017 19889 5257 5176 1850 888 656
internal_count=579421 9148 7283 6419 864 5650 721 59 5591 3967 3619 694 57 1865 1286 570273 558205 553316 4074 3081 2626 1846 644 392 993 1202 940 70 252 12068 175 923 780 4766 262 549242 25447 473 24974 23537 2992 20545 2104 2017 19889 5257 5176 1850 888 656
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=51
num_cat=0
split_feature=6 2 0 0 9 10 6 5 13 11 13 4 0 3 5 0 14 9 0 13 13 5 4 14 5 0 7 0 11 7 13 6 10 0 12 13 7 3 12 7 14 12 10 13 10 13 0 13 8 8
split_gain=1388.24 5904.78 14347.6 9733.94 9601.97 9169.4 13386.7 13331 14778.3 12232.3 10379.8 9695.15 11627.8 33856.2 8267.97 7796.34 12111.1 7275.8 7204.04 12172.4 7673.55 6850.95 9802.79 6836.49 9374.26 8310.6 6830.09 6416.35 6401 6324.78 10405.3 10670.2 6131.57 6085.9 12525.1 19437.6 15213.4 10379.4 10184 8320.76 7452.43 7382.88 6002.6 9487.57 12320 6859.68 9903.57 7028.71 8771.03 18861
threshold=3.5000000000000004 3.5000000000000004 744.41782253207009 1144.5916150320702 3.5000000000000004 0.31698564593301443 7.5000000000000009 7.5000000000000009 0.81365740740740755 0.077935222672064791 0.46737588652482276 4.5000000000000009 1035.9671475320704 41.500000000000007 3.5000000000000004 956.7117450320701 0.46247654784240161 2.5000000000000004 1015.5416250320701 0.14907407407407411 0.57979626485568769 8.5000000000000018 6.5000000000000009 0.03509852216748769 4.5000000000000009 960.44235003207029 2.5000000000000004 843.37797003206992 0.65450928381962881 1.5000000000000002 0.11237373737373739 5.5000000000000009 0.36939571150097467 896.11410003207016 6.5000000000000009 0.087595907928388769 2.5000000000000004 31.500000000000004 5.5000000000000009 2.5000000000000004 0.1012820512820513 4.5000000000000009 0.15075757575757578 0.12660256410256412 0.3816526610644258 0.19292803970223329 967.90685753207003 0.065942028985507259 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 26 4 5 6 7 8 9 33 28 29 15 -14 -8 16 32 -17 19 -16 -21 22 -18 24 -6 -26 -3 -25 -9 30 31 -7 -13 37 35 -35 41 38 -4 -36 -40 -37 45 -44 -45 47 -47 -29 -49 -50
right_child=1 2 3 -5 23 11 14 10 -10 -11 -12 12 13 -15 18 17 21 -19 -20 20 -22 -23 -24 27 25 -27 -28 42 -30 -31 -32 -33 -34 34 39 36 -38 -39 40 -41 -42 -43 43 44 -46 46 -48 48 49 -51
leaf_value=0.0010707591111332711 -0.044762870844317772 0.39344183119941101 -0.59281730889777351 -2.2145570164635067 0.36272849506139759 1.1755190509816875 2.2686092889827232 0.063474924760785964 -3.0809841541143563 0.14190589690208436 1.7490772252354554 1.7224269651704365 -3.0034354260563854 0.79178831765526225 -1.7229431699304021 0.42716865655448705 1.3729366091390451 1.9394462790405542 1.6593530978147801 1.7269773883204307 -0.62775427532196049 -2.2347731868426006 -1.0779017465371712 0.64428079599252341 -2.8931942219535514 -0.13311334431171418 -0.011420859440943528 -0.0058588499046233764 -1.7104296435480533 -0.12599464509150257 -2.8383008480072025 -1.7813602914030735 0.34718243603600318 -3.9356987635294596 0.5603585481643677 -1.0020208130712094 0.84029595072452834 0.69227060461044321 -3.3924292850494382 -1.7159160870772141 -0.89820452047430954 -3.6290699487924578 1.4664681533666757 0.80506689752987093 -1.8446987098881178 -0.24263499922612133 1.9385563011964164 0.23490656621870587 -4.1231052150328962 -0.27027223816624396
leaf_weight=552960 21608 1467 225 21 50 23 23 176 26 150 34 36 40 57 34 72 24 57 26 31 25 24 51 348 24 20 582 83 23 138 27 26 326 36 42 23 26 50 25 26 23 20 65 47 28 68 30 24 24 27
leaf_count=552960 21608 1467 225 21 50 23 23 176 26 150 34 36 40 57 34 72 24 57 26 31 25 24 51 348 24 20 582 83 23 138 27 26 326 36 42 23 26 50 25 26 23 20 65 47 28 68 30 24 24 27
internal_value=0 -0.0223758 0.0773025 -0.0696801 -0.0534953 -0.175418 -0.377126 -0.517462 -0.743458 -0.649378 0.134336 0.0583031 0.241384 -0.773252 0.536572 0.408197 0.215904 1.09538 0.193151 -0.230418 0.675758 -0.764213 -0.293633 0.229488 -0.574069 -1.63861 0.278444 0.331013 -0.141549 -0.529438 -1.26201 -0.393437 0.483947 -0.888677 -1.36731 -2.05205 -1.06928 -0.632321 -0.874921 -0.309982 -2.19728 -2.2239 0.0557175 0.582193 -0.184179 -0.232199 0.425077 -0.639876 -1.34152 -2.08337
internal_weight=0 26461 4853 2804 2783 1945 1044 905 672 646 233 901 687 97 139 590 461 129 116 90 56 99 75 838 94 44 2049 744 199 214 76 49 362 496 173 105 69 323 273 68 48 43 396 140 75 256 98 158 75 51
internal_count=579421 26461 4853 2804 2783 1945 1044 905 672 646 233 901 687 97 139 590 461 129 116 90 56 99 75 838 94 44 2049 744 199 214 76 49 362 496 173 105 69 323 273 68 48 43 396 140 75 256 98 158 75 51
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=51
num_cat=0
split_feature=3 14 0 10 1 6 1 3 0 9 1 1 3 1 0 4 10 3 9 3 1 6 7 10 9 10 6 10 13 10 10 13 14 13 0 4 14 4 9 6 14 7 10 6 0 2 13 12 14 7
split_gain=1359.65 2708.17 1995.78 3637.16 3477.82 2828.84 2977.55 3079.68 2666.1 2502.56 2311.1 2540.46 2162.46 2465.97 2569.32 8787.35 4347.11 3940.87 4397.78 3127.63 2737.07 2335.8 3197.38 3313.05 2816.69 3284.33 2321.87 2291.03 2254.28 2235.98 2153 2151.13 2010.52 1929.56 1892.1 1836.33 1818.49 1721.91 1641.04 2528.73 1962.97 1650.32 2098.08 1616.72 3967.15 3919.53 7416.05 6676 7551.86 9991.33
threshold=7.5000000000000009 0.56904761904761914 414.71305928207005 0.77346041055718484 1105.6075450000003 1.0000000180025095e-35 1519.7637400000001 11.500000000000002 443.78211053207002 3.5000000000000004 959.99762750000014 1046.5740349999999 8.5000000000000018 1002.5879050000002 486.25391403207004 3.5000000000000004 0.087595907928388769 13.500000000000002 2.5000000000000004 11.500000000000002 1870.0543900000002 1.5000000000000002 1.0000000180025095e-35 0.30860805860805868 2.5000000000000004 0.3816526610644258 2.5000000000000004 0.78319623971797891 0.22792207792207794 0.35388994307400384 0.85504201680672276 0.080540540540540564 0.27149877149877155 0.24695121951219515 562.62723503207019 2.5000000000000004 0.28062500000000007 2.5000000000000004 3.5000000000000004 1.5000000000000002 0.13100686498855837 1.5000000000000002 0.17445652173913045 1.0000000180025095e-35 528.27941586540339 3.5000000000000004 0.81365740740740755 10.500000000000002 0.053342816500711245 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 36 3 4 10 -6 7 -7 9 35 -2 -12 34 -14 15 16 17 18 -15 -17 -19 24 23 32 27 -26 31 29 -24 -18 38 -20 -23 -29 37 -4 -1 -10 39 -21 -40 42 -42 44 -16 -46 47 -47 -49 -50
right_child=2 -3 8 -5 5 6 -8 -9 12 -11 11 -13 13 14 43 19 21 20 26 30 -22 22 28 -25 25 -27 -28 33 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 40 -41 41 -43 -44 -45 45 46 -48 48 49 -51
leaf_value=-0.10540352209561779 -0.12102589646974898 -0.13245335726156063 -0.17776792334241576 -0.21208323657596378 -6.7620132330471918e-05 0.35039819767698649 -0.72764229054252316 1.6286856833100321 0.0008730366059812978 -0.61673707600389971 1.8587700083142236 0.6398043857482465 -0.069842100546692973 -0.8315679720198772 -0.05610846489720725 0.013344982849488624 -0.26699836218272738 0.95507690896128494 0.9069070573523641 0.23884012201547009 -0.21581197277857711 1.8198176104089487 0.38804763441994078 0.12071613425849587 -0.23241206262664627 -0.78385969331003214 1.1507187214635668 -0.063004997222030415 -0.4903339833176385 0.12676412729905742 0.89657592504388761 0.038462119922685299 0.46647868610563736 -0.69254331104826228 -0.32908379569097801 -0.014070391716176318 0.099371987616397303 0.079371412848745562 0.77163623908291701 0.63185193644081428 -0.17377316658313458 0.40064437667528791 -1.3035761865702542 -0.0050815247344746057 0.010764492845232039 -0.066343639253519507 -0.82073725984664636 -0.11142151923406692 0.25721609403981882 2.7610265278816222
leaf_weight=658 30 2217 1128 267 615 327 24 20 4708 89 21 92 5050 53 9908 614 212 86 30 1423 26 23 42 93 415 146 21 94 96 451 54 579 21 101 135 1746 1272 6875 23 185 65 30 22 308492 224146 6441 128 63 34 30
leaf_count=658 30 2217 1128 267 615 327 24 20 4708 89 21 92 5050 53 9908 614 212 86 30 1423 26 23 42 93 415 146 21 94 96 451 54 579 21 101 135 1746 1272 6875 23 185 65 30 22 308492 224146 6441 128 63 34 30
internal_value=0 -0.0570541 0.000411288 0.119834 0.19833 0.13149 0.34957 0.424075 0.000120784 -0.0944916 0.659199 0.866338 0.000611815 -0.000279094 0.000354841 0.0724089 -0.0594609 0.133452 0.0432925 0.208263 0.683263 -0.149996 0.116743 0.458967 -0.201689 -0.375926 0.116892 -0.087765 -0.223 0.000855156 0.274678 0.0812427 1.17391 -0.389074 0.043127 -0.0783191 0.0295573 0.0474651 0.255466 0.284056 -0.0729069 -0.238928 -0.45947 -0.000288637 0.00585287 0.00851232 -0.0668783 -0.0521868 0.6658 1.43088
internal_weight=0 4147 575274 1396 1129 986 371 347 573878 2963 143 113 570915 559197 554147 4905 2489 795 683 2416 112 1694 275 137 1419 561 630 858 138 663 1802 609 44 195 11718 2874 1930 11583 1748 1608 140 117 87 549242 240750 230842 6696 6568 127 64
internal_count=579421 4147 575274 1396 1129 986 371 347 573878 2963 143 113 570915 559197 554147 4905 2489 795 683 2416 112 1694 275 137 1419 561 630 858 138 663 1802 609 44 195 11718 2874 1930 11583 1748 1608 140 117 87 549242 240750 230842 6696 6568 127 64
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=51
num_cat=0
split_feature=3 0 4 0 6 14 0 7 1 12 9 6 8 4 0 13 14 10 6 4 8 3 8 13 10 0 13 3 5 13 1 9 3 11 5 0 10 0 0 3 12 9 3 5 0 4 0 7 0 10
split_gain=1477.85 5745.83 4693 4037.23 7399.54 5967.4 7765.85 5230.39 3980.82 8267.68 9023.52 10026.5 8047.72 6493.32 6426.73 6855.86 5347.11 4850.64 7816.96 4535.39 5794.18 4687.97 4889.42 4191.34 5273.17 6704.53 6606 6546.56 6431.5 5973.88 6708.17 6413.81 6221.04 9896.03 5607.41 6591.05 5600.18 10058.1 9733.09 9418.36 9816.05 10811.4 5598.11 6394.91 7552.68 6202.65 5698.56 6395.84 8938.94 4722.19
threshold=21.500000000000004 1228.1295425320702 8.5000000000000018 647.79238503207 1.5000000000000002 0.19139194139194141 597.95580503207009 6.5000000000000009 2593.3173250000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 9.5000000000000018 835.41881669873692 0.16064516129032261 0.16064516129032261 0.79057017543859665 4.5000000000000009 4.5000000000000009 4.5000000000000009 23.500000000000004 3.5000000000000004 0.44590643274853808 1.0000000180025095e-35 858.97015253207007 0.75304878048780499 24.500000000000004 7.5000000000000009 0.80243902439024406 3585.7070200000003 4.5000000000000009 32.500000000000007 0.26138716356107666 3.5000000000000004 726.36952003207 0.20256410256410259 734.40999753207007 769.42615503207003 27.500000000000004 1.5000000000000002 3.5000000000000004 29.500000000000004 6.5000000000000009 789.07511336540335 8.5000000000000018 769.42615503207003 1.0000000180025095e-35 720.37334503207001 0.1012820512820513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -7 9 10 -5 12 16 -11 15 -15 -12 -13 -19 20 -14 -21 -23 -10 25 26 42 -27 34 31 -31 32 -29 -34 -28 -36 37 -26 39 40 -39 -42 43 44 46 -44 47 -25 -49 -41
right_child=3 -3 -4 8 5 7 -8 -9 23 13 11 17 19 14 -16 -17 -18 18 -20 21 -22 22 -24 24 36 27 28 29 -30 30 -32 -33 33 -35 35 -37 -38 38 -40 49 41 -43 45 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.0028158903938576884 -0.25519052569969891 -0.22898466881037749 0.10890008005685392 0.0018602239091155149 -0.59327167755081545 -0.05778757923781367 0.44313382307544846 -1.3571152903139592 0.0097790742562648084 0.0093047138429631984 1.5934772970584723 0.12567512820198248 2.1524625262309764 2.0673203579726676 0.19682777536254895 0.37059766048734843 0.092422416521345863 0.69254921805498171 -0.43565709463755287 0.3876424973241745 0.70600506607091651 2.6164477868513631 0.71396428772381382 1.2763038917404155 0.18577727973790095 -0.45831575130508634 0.26859920167922974 0.18966084529504995 -0.19776634018996667 -0.12854150464793421 -1.6818373715505004 -0.99576825797557833 2.2819940444750664 0.21472777766093876 1.1031236495032457 3.2098781400256686 -0.044031158790566904 -0.75852918575207395 -0.26557866474686309 -1.0418264400314641 -4.2573111283282437 -1.1092216753959656 0.19278191190958024 -1.3646918820923775 -1.3810610214869181 2.5554897165298467 1.9997461056709291 0.44920270921928546 -1.1270941017371303 0.54529310841309397
leaf_weight=464022 1569 1117 3791 3038 84 973 519 32 63058 26660 26 3408 58 42 395 55 272 339 75 155 53 22 35 46 453 268 25 622 29 212 32 40 39 57 33 27 5751 48 1536 37 24 20 25 29 27 20 20 112 53 38
leaf_count=464022 1569 1117 3791 3038 84 973 519 32 63058 26660 26 3408 58 42 395 55 272 339 75 155 53 22 35 46 453 268 25 622 29 212 32 40 39 57 33 27 5751 48 1536 37 24 20 25 29 27 20 20 112 53 38
internal_value=0 -0.00245148 -0.00191058 0.0104042 -0.100692 0.0500601 0.298759 -0.0991592 0.0136932 0.0415944 0.134677 0.225493 0.598173 0.015948 0.375929 1.10526 0.223387 0.16494 0.488164 0.943951 1.46181 0.672807 1.44826 0.000398032 -0.0610745 0.097827 0.431376 -0.0193092 1.08815 0.0981098 -0.332252 0.236643 0.305301 1.05455 1.52688 2.05116 -0.0955597 -0.233009 -0.344407 -1.06944 -1.74749 -2.82636 0.205856 0.0432575 0.201515 1.24287 0.386492 0.233577 -0.0571229 -0.237686
internal_weight=0 468930 467813 110491 3177 1608 603 1005 107314 34633 7481 4443 621 27152 492 97 298 3822 414 323 111 212 57 72681 9623 1716 446 1270 114 1002 244 758 718 96 85 60 7907 2156 1703 167 92 44 332 287 258 45 231 211 165 75
internal_count=579421 468930 467813 110491 3177 1608 603 1005 107314 34633 7481 4443 621 27152 492 97 298 3822 414 323 111 212 57 72681 9623 1716 446 1270 114 1002 244 758 718 96 85 60 7907 2156 1703 167 92 44 332 287 258 45 231 211 165 75
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=51
num_cat=0
split_feature=3 0 14 4 0 1 0 14 14 4 10 13 14 1 0 13 13 14 3 13 10 10 10 13 6 5 3 0 13 9 10 0 4 12 14 10 13 3 1 13 10 10 10 13 10 5 14 0 5 6
split_gain=1394.05 4060.01 6470.24 3817.92 7046.09 6813.04 4432.54 3523.39 4724.38 5420.39 4939.29 8422.7 4744.31 4609.42 4908.96 3906.67 5957.93 3397.91 3585.78 4686.73 4499.96 8852.58 5447.44 3270.24 3805.1 3761.39 3216.82 6851.11 6286.59 4758.55 3808.17 3179.24 3120.72 4539.65 9293.13 12879.3 9846.74 11925.2 10449.9 11583.4 9758.79 16072.4 9489.75 11593.5 8394.32 7890.68 9922.82 10020.9 7527.08 7022.07
threshold=26.500000000000004 667.33407003207014 0.41277890466531447 9.5000000000000018 637.80054503207009 2562.2606300000002 1362.6909100320706 0.039230769230769243 0.32200460829493094 12.500000000000002 0.3623737373737374 0.077935222672064791 0.52086956521739147 3001.4799050000006 1011.41585003207 0.084523809523809543 0.074537037037037054 0.3816526610644258 25.500000000000004 0.267479674796748 0.11834733893557424 0.037749287749287756 0.24695121951219515 0.50609756097560987 1.5000000000000002 1.5000000000000002 22.500000000000004 1127.0524375320704 0.45584415584415588 1.5000000000000002 0.41240409207161127 915.06066003207002 8.5000000000000018 3.5000000000000004 0.14459930313588851 0.48074074074074075 0.58434959349593507 37.500000000000007 3383.3926800000004 0.63762626262626265 0.27842377260981915 0.30151515151515157 0.22401433691756276 0.50609756097560987 0.063508064516129045 2.5000000000000004 0.15504807692307696 1006.7816783654035 5.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 26 -1 13 -9 10 11 -10 23 -7 -15 16 -14 -13 20 -20 21 -19 -22 24 -12 -26 -6 28 30 -29 -28 -21 -3 34 35 36 37 40 39 -38 42 -42 43 -34 -40 -36 47 48 -47 -37
right_child=1 32 -4 4 5 7 -8 8 9 -11 12 17 15 14 -16 -17 -18 18 19 31 22 -23 -24 -25 25 -27 27 29 -30 -31 -32 -33 33 -35 45 49 38 -39 44 -41 41 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0013739041181644145 0.25799539588218512 0.039705338771720215 -1.414952819734812 -1.1637509183450179 0.21076302924820386 0.1144821075292734 -0.12683341822487276 -0.10978592012737493 -0.41939674108063135 1.6522815888126692 0.48417937585285736 0.041689875647425656 -0.43384732808385573 2.3104665871476757 0.28789437214533486 -0.60082004735132266 1.7297684252262115 0.62872640213545639 2.2630149973161293 1.5643049132823945 2.1371522278524937 -1.5119539546966554 0.43816665709018709 1.1190652195151365 0.74937914158217611 -0.67398109021710195 2.472695967741311 -0.27566046393385124 0.19844557213783265 0.82971244068845873 1.1137864125185999 -0.19738413379305886 0.32904428181684775 -0.069334379602272914 -0.41334098561751126 -0.76866602288051089 -1.3957299600044886 2.3214820736646651 0.0018636480454475648 0.82106539738449191 3.3977287603276118 0.77628119452528555 -1.0182812373688881 2.1469008615926692 -2.2733866675154251 -0.94191278090348129 0.066277680011387494 0.22807210910887946 -3.3122853687831331 0.12224863527968913
leaf_weight=534367 43 25897 50 44 973 104 2831 1648 103 24 112 80 35 24 24 196 20 85 33 20 32 25 46 35 24 82 32 102 50 63 58 21 457 7560 470 143 30 40 31 110 28 142 47 38 34 37 2676 42 21 232
leaf_count=534367 43 25897 50 44 973 104 2831 1648 103 24 112 80 35 24 24 196 20 85 33 20 32 25 46 35 24 82 32 102 50 63 58 21 457 7560 470 143 30 40 31 110 28 142 47 38 34 37 2676 42 21 232
internal_value=0 0.0184814 -0.641439 -0.00130181 0.0948898 0.108561 -0.00203507 0.0205206 -0.00662463 0.168103 0.130568 0.37336 -0.0838016 0.488597 1.29918 -0.391833 0.352922 0.612114 0.78629 1.37595 0.554188 0.142208 1.13519 0.221795 0.0777373 -0.351711 0.299589 0.58296 1.09749 0.146391 1.59695 0.661976 0.020095 -0.0217445 0.0568443 0.27926 0.47391 0.641388 -0.140449 0.346038 0.547001 1.20805 0.339661 0.468597 -1.18827 -0.0344242 0.0297296 -0.948297 -1.80015 -0.217487
internal_weight=0 38128 93 541293 4095 4051 537198 2773 2621 973 949 445 504 152 48 251 55 342 262 74 188 110 78 253 218 106 1278 305 140 165 90 41 38035 12138 4578 1332 957 752 205 140 712 170 542 495 65 3246 2776 100 58 375
internal_count=579421 38128 93 541293 4095 4051 537198 2773 2621 973 949 445 504 152 48 251 55 342 262 74 188 110 78 253 218 106 1278 305 140 165 90 41 38035 12138 4578 1332 957 752 205 140 712 170 542 495 65 3246 2776 100 58 375
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=51
num_cat=0
split_feature=8 9 10 2 10 14 10 6 3 13 13 13 13 14 8 4 0 8 12 0 10 14 1 14 7 4 5 4 7 11 0 14 13 1 4 9 0 11 5 14 7 0 1 10 0 4 14 10 9 5
split_gain=1459.64 2704.88 6449.17 8492.38 11928.6 5944.32 7390.86 9092.5 15712.6 11504.5 13331 10563.1 9520.31 7595.97 7503.81 7337.76 7780.58 7796.89 9695.95 14308.8 7634.26 8832.02 7328.89 8567.86 6922.97 6359.76 6328.76 7095.49 7000.34 6236.91 5748.62 6736.64 7996.65 7315.69 27797.7 7891.24 7773.56 6863.41 7491.56 5485.29 6499.74 12032.7 8502.55 8070.02 12713.2 5460.03 5521.74 5243.76 9825.02 10687.4
threshold=2.5000000000000004 2.5000000000000004 0.19722222222222227 2.5000000000000004 0.71651785714285732 0.27149877149877155 0.096006144393241177 1.0000000180025095e-35 30.500000000000004 0.15075757575757578 0.036375661375661381 0.1856158484065461 0.89564428312159727 0.03509852216748769 9.5000000000000018 4.5000000000000009 1199.6178025320703 3.5000000000000004 3.5000000000000004 905.47011253207006 0.15075757575757578 0.13100686498855837 2841.4711600000005 0.14459930313588851 3.5000000000000004 5.5000000000000009 4.5000000000000009 7.5000000000000009 4.5000000000000009 0.77032967032967048 952.97267003207003 0.27386363636363642 0.12060606060606062 3383.3926800000004 5.5000000000000009 3.5000000000000004 758.86235753207006 0.28759398496240607 4.5000000000000009 0.077677224736048281 2.5000000000000004 890.40783836540334 2428.1067250000006 0.063508064516129045 905.47011253207006 8.5000000000000018 0.39208074534161497 0.7231800766283526 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 47 5 -4 -5 6 14 8 22 10 13 -11 26 -9 39 -12 17 20 -19 -20 21 -17 25 -24 -15 -8 27 -13 -28 30 31 32 -7 36 35 -35 -33 38 -36 40 -3 42 -42 44 -43 46 -40 -2 -49 -50
right_child=1 2 3 4 -6 29 7 9 -10 11 15 12 -14 24 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 -32 33 -34 34 37 -37 -38 -39 45 -41 41 43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=0.0022410737865503683 -0.049524696867080255 -0.00054053161693192017 -0.12605025596155381 0.15139196352757261 -0.31215866622226424 2.7882728338241578 -0.15034847705476528 -2.0036827439611611 2.04308482500223 1.3022264103327568 -0.43443856328091723 -0.33846788784603077 -2.1083687429244704 0.17654804373557254 1.6036498591303827 -2.9055684212275916 0.3359939734141032 -1.1955870559341031 -5.140923106152079 -1.7168052966778096 -0.26584048147471445 -0.2712853956222534 0.14889787038167318 -1.6088774356402848 -1.1654937941977319 0.76224919537867397 0.14152878376534167 -1.8154139632597948 -1.6116876224676771 1.8155106517672541 -0.14474972854130461 -0.00043760462761914613 0.31790754355882345 -4.1928923082351686 -1.1318759207542126 -1.5033502492432795 0.27488916964150556 -1.4778033287628838 2.8229084807634357 -0.10429362795987991 -0.84086490869522101 -2.5298421905154278 1.1948810446419216 1.8243864311413334 0.033906220426516878 0.12293805283804736 0.6473806483404978 -0.02053819463437789 -0.16148919161099712 0.16153896111196447
leaf_weight=483104 34000 1863 1698 7915 597 20 207 22 39 48 94 196 26 211 28 35 21 38 23 26 53 20 54 57 47 121 446 39 24 20 1233 2489 38 20 26 24 1744 23 20 4286 23 21 190 22 245 60 28 30437 1228 6172
leaf_count=483104 34000 1863 1698 7915 597 20 207 22 39 48 94 196 26 211 28 35 21 38 23 26 53 20 54 57 47 121 446 39 24 20 1233 2489 38 20 26 24 1744 23 20 4286 23 21 190 22 245 60 28 30437 1228 6172
internal_value=0 -0.0112407 0.0174665 0.0781465 0.11888 -0.0259493 -0.0789323 -0.25598 0.119508 -0.387085 -0.720186 -0.134801 -0.229162 -0.220027 -0.0299645 -1.17194 -1.49289 -1.68985 -2.39437 -3.32404 -1.12232 -1.94765 -0.0513793 -0.753744 -0.0679324 0.186311 -0.159857 -0.583578 0.0520028 0.0526722 0.0465138 0.0990134 1.16976 0.0850072 -0.504455 -2.72587 0.112997 0.118107 0.392032 -0.0368429 0.0854473 0.405198 0.975059 -0.016261 -0.168495 0.758899 1.55385 -0.0210233 0.0045878 0.107934
internal_weight=0 96317 24480 10210 8512 14270 8525 1847 478 1369 590 779 731 280 6678 310 216 195 87 49 108 55 439 111 258 328 705 235 470 5745 5725 4492 58 4434 201 44 4233 157 134 6650 2364 501 213 288 266 108 48 71837 37837 7400
internal_count=579421 96317 24480 10210 8512 14270 8525 1847 478 1369 590 779 731 280 6678 310 216 195 87 49 108 55 439 111 258 328 705 235 470 5745 5725 4492 58 4434 201 44 4233 157 134 6650 2364 501 213 288 266 108 48 71837 37837 7400
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=51
num_cat=0
split_feature=7 3 0 5 10 5 1 0 8 14 8 3 1 0 0 8 5 3 4 10 10 10 10 0 10 14 0 10 5 13 13 6 6 14 0 13 0 14 0 3 6 1 4 11 14 13 13 11 13 11
split_gain=1445.88 1990.35 3851.18 6692.37 3652.29 3240.17 3657.8 4818.93 5183.12 3208.01 3204.7 5612.04 5278.11 5628.85 7940.13 4541.4 5104.48 4429.26 7820.91 5713.73 7802.31 9609.39 7408.99 12590.9 9487.01 9997.21 8695.58 8201.58 7391.92 7383.01 6937.03 5550.9 5869.68 8112.26 7137.32 6742.53 8280.07 5542.37 5352.06 8647.26 8130.66 11323.4 12403.5 5659.48 5619.11 7066.65 7547.77 6731.55 7264.69 7165.54
threshold=1.5000000000000002 24.500000000000004 714.38894753207012 3.5000000000000004 0.68857758620689669 9.5000000000000018 2229.9937050000003 1144.5916150320702 7.5000000000000009 0.35805860805860812 1.5000000000000002 38.500000000000007 2775.3070650000004 915.06066003207002 918.45581253207013 2.5000000000000004 8.5000000000000018 28.500000000000004 5.5000000000000009 0.46770833333333339 0.40270270270270275 0.39339826839826847 0.32971014492753631 1051.9390100320704 0.36939571150097467 0.24068965517241384 809.05071169873679 0.3133928571428572 10.500000000000002 0.067424242424242428 0.24068965517241384 6.5000000000000009 3.5000000000000004 0.039230769230769243 738.42092586540343 0.18301435406698566 825.46808753207006 0.1012820512820513 1082.0615325320703 39.500000000000007 3.5000000000000004 3990.9076300000002 8.5000000000000018 0.1012820512820513 0.050641025641025648 0.26393188854489169 0.053342816500711245 0.067816091954023008 0.084523809523809543 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 -5 -1 -7 8 -8 -3 11 -4 13 15 -15 16 -12 18 31 20 21 22 26 24 25 37 29 38 -21 -19 -31 32 -14 -34 -35 36 -36 -24 39 40 44 -42 -43 -40 45 46 -28 49 -49 -48
right_child=-2 2 10 4 -6 6 7 -9 -10 -11 12 -13 17 14 -16 -17 -18 19 -20 28 -22 -23 23 -25 -26 -27 27 -29 -30 30 -32 -33 33 34 35 -37 -38 -39 43 -41 41 42 -44 -45 -46 -47 47 48 -50 -51
leaf_value=0.00095523966978045861 -0.0082198750572895444 1.1599185425390317 0.086920982929486579 0.17940970318298066 -0.68415022149400895 0.05973326607929802 1.2425267641467077 -0.047152256912015605 0.063867216648762687 0.10471284668892622 -0.24246277175843717 -1.1160464509939536 0.0520970074520474 1.1352277023792268 0.2066024255453931 0.08385414833891415 -1.7408484551906587 -0.80424185693264016 -0.12934303000682038 0.30208048186052527 -0.67406042311340575 1.4769154247912495 -1.8304953647382332 0.20967808527478932 0.040017009586901277 -0.23837695693969729 -1.14174148034127 1.5094242456981115 -0.26646176435671992 1.4622232961654664 0.087544588384957156 -0.69461689340062893 1.5668996061384679 1.6753014154280679 2.4553508287668233 -0.46166580473971469 0.26390383941531181 -3.8795836665413597 -0.03911975878304369 1.8338575731624258 -0.35918198704382798 -0.21858749172904274 -3.4173070006900361 0.41915225026368019 0.05840274661581657 -1.4549464226717301 0.25862688971500769 1.02500479391643 -0.84352588561696962 2.4919606399536134
leaf_weight=398918 156277 103 6889 645 53 618 108 99 57 40 251 39 1433 100 1162 928 25 28 6037 1311 176 44 33 109 37 25 63 35 277 100 58 83 60 33 20 114 125 22 688 22 354 22 27 443 1095 55 51 28 81 20
leaf_count=398918 156277 103 6889 645 53 618 108 99 57 40 251 39 1433 100 1162 928 25 28 6037 1311 176 44 33 109 37 25 63 35 277 100 58 83 60 33 20 114 125 22 688 22 354 22 27 443 1095 55 51 28 81 20
internal_value=0 0.00303579 0.0314186 0.241521 0.113839 0.00137855 0.192835 0.504414 0.835353 0.864756 0.0235664 0.0801491 -0.00160241 0.132616 0.280186 -0.0220621 -0.378186 -0.026851 -0.0740137 0.0447902 -0.0246486 0.00857716 -0.0104472 -0.563633 -1.28407 -1.89646 0.0289912 -0.0123589 0.202908 0.692372 0.957594 0.1048 0.141971 0.507852 0.29024 0.113765 0.566172 -2.65013 -0.0304201 -0.136677 -0.160815 -0.556394 -1.98115 0.14038 -0.0463726 -0.431369 -0.199695 0.130021 -0.363536 0.887735
internal_weight=0 423144 23344 841 698 399800 882 264 165 143 22503 6928 15575 2466 1262 1204 276 13109 7905 5204 3616 3440 3396 226 117 80 3170 2984 1588 186 158 1868 1785 352 292 259 145 55 2949 1818 1796 403 49 1131 1393 298 243 180 109 71
internal_count=579421 423144 23344 841 698 399800 882 264 165 143 22503 6928 15575 2466 1262 1204 276 13109 7905 5204 3616 3440 3396 226 117 80 3170 2984 1588 186 158 1868 1785 352 292 259 145 55 2949 1818 1796 403 49 1131 1393 298 243 180 109 71
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=51
num_cat=0
split_feature=8 6 14 3 12 14 12 14 10 1 1 4 4 10 9 6 1 7 0 0 7 10 5 12 10 7 13 13 13 13 8 4 1 1 6 0 13 1 10 10 5 10 13 10 2 10 14 10 5 13
split_gain=1376.44 2554.63 4231.73 2346.83 4115.07 4596.71 4731.88 4527.92 7795.74 7818.89 5647.47 5143.86 5288.73 10183.7 8532.98 5283.07 4612.38 5031.41 6146.45 8870.17 4401.5 4353.46 12968.7 13312.5 5088.68 4200.24 6770.91 4798.39 5445.38 4661 12616.2 4564.33 3788.41 7124.87 3724.46 9224.65 6865.71 7894.16 6756.31 11935.1 9749.21 9149.32 11323 9262.69 8947.09 8572.85 7597 7518.36 7506.52 8524.93
threshold=3.5000000000000004 10.500000000000002 0.10435571687840291 24.500000000000004 8.5000000000000018 0.71651785714285732 2.5000000000000004 0.50609756097560987 0.40967365967365971 3757.3374450000006 2452.1930800000005 3.5000000000000004 5.5000000000000009 0.29520697167755999 2.5000000000000004 2.5000000000000004 2361.1247200000003 1.0000000180025095e-35 1030.5273950320702 902.44223919873673 2.5000000000000004 0.25290697674418611 3.5000000000000004 3.5000000000000004 0.35805860805860812 4.5000000000000009 0.072299651567944254 0.17752100840336138 0.10620300751879701 0.028991596638655467 2.5000000000000004 6.5000000000000009 3305.7150050000014 3035.3728750000005 2.5000000000000004 738.42092586540343 0.14459930313588851 2562.2606300000002 0.47140522875816998 0.76253132832080206 5.5000000000000009 0.36939571150097467 0.067424242424242428 0.46247654784240161 3.5000000000000004 0.81322674418604668 0.096006144393241177 0.42206477732793529 3.5000000000000004 0.074537037037037054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -7 34 10 16 -9 -12 13 14 15 -13 -10 18 19 -18 -8 -14 23 24 -23 29 -27 28 -28 30 -19 -32 33 -24 38 36 -36 -38 41 40 -40 -5 43 46 45 48 47 -43 49 -41
right_child=1 2 -4 4 -6 6 20 8 9 -11 11 12 21 -15 -16 -17 17 25 -20 -21 -22 22 32 -25 -26 26 27 -29 -30 -31 31 -33 -34 -35 35 -37 37 -39 39 44 -42 42 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00059224121122949166 -0.016179139360809947 -1.8576804748922588 -0.060605618553726294 0.064634243926748172 -0.093793750029054601 -0.066254820277106372 -0.13623134751768806 1.9878233395516873 1.5175351214408874 -1.5497329744425687 -0.63521239883021308 3.4259314266073968 0.15900711374341725 -0.49341458678245548 0.72899672896216772 1.2321363880520775 0.013774361833930016 -0.49755539298057561 -0.3539486104665801 2.1905473528000026 -1.225239534866331 1.4742529733058733 0.2278600333631039 3.2287071666409894 -0.27489144781540181 -0.8804876718166712 0.1626802737514178 0.21543622447427402 2.2482520887928628 -0.30425089003072492 2.8363913118839266 0.77080233719037938 1.0271270887605075 -1.6017469685653163 0.64143258314202889 -0.042386148674696103 -1.5344976277186955 0.16182791463623747 -0.079801429537328064 -0.97841603469848648 -0.49966130710555529 1.9540076568093099 0.17068024768000528 2.5348981010502785 -0.50977364766254352 0.075357872154491135 0.31174760362706505 0.23979832551674918 1.0213528223174648 0.8591207508947335
leaf_weight=491504 43666 20 38 15934 2803 2289 79 20 20 33 57 23 954 46 109 21 36 62 43 39 70 39 80 31 29 37 21 97 31 631 20 23 29 29 346 10581 29 508 2430 50 716 71 1119 29 243 3852 208 40 185 51
leaf_count=491504 43666 20 38 15934 2803 2289 79 20 20 33 57 23 954 46 109 21 36 62 43 39 70 39 80 31 29 37 21 97 31 631 20 23 29 29 346 10581 29 508 2430 50 716 71 1119 29 243 3852 208 40 185 51
internal_value=0 -0.0170601 -0.680287 0.00139246 0.0234658 0.0314068 -0.101799 0.0397441 0.168293 -0.0338757 0.31892 0.295853 0.334033 0.81123 1.20348 2.37889 0.0133161 -0.0156112 0.599216 1.1457 -0.647846 0.2543 0.637885 1.51125 0.728294 -0.0942984 0.330276 0.630936 1.406 -0.201596 0.415313 1.73154 0.0113393 -0.258916 0.0307014 -0.0164728 0.294047 0.07022 0.052396 -0.0267606 -0.175358 0.0866361 0.325612 0.823799 0.0799471 0.114578 0.668244 1.33627 0.642813 -0.0505509
internal_weight=0 43724 58 535697 44193 41390 2438 38952 2560 1093 1467 1447 1390 199 153 44 1060 1040 118 75 149 1191 237 99 68 922 186 149 52 736 105 43 138 109 36392 11464 883 537 24928 7527 3146 17401 1467 348 4381 4138 319 111 286 101
internal_count=579421 43724 58 535697 44193 41390 2438 38952 2560 1093 1467 1447 1390 199 153 44 1060 1040 118 75 149 1191 237 99 68 922 186 149 52 736 105 43 138 109 36392 11464 883 537 24928 7527 3146 17401 1467 348 4381 4138 319 111 286 101
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=51
num_cat=0
split_feature=7 10 10 0 1 6 14 10 1 1 13 10 12 7 13 4 6 7 1 6 0 8 14 13 13 13 14 1 3 10 2 12 14 13 6 2 5 3 5 13 6 6 1 5 8 5 12 14 13 8
split_gain=1325.99 2192.94 6187.82 5631.27 7042.67 6646.37 6552.89 5715.21 8566.6 10020.9 6708.74 10592.3 8383.89 7202.6 7145.95 6758.81 6106.3 9489.85 8352.35 5441.53 4868.49 4732.39 4570.22 4543.72 9706.45 8516.24 5938.25 6252.93 7498.79 4635.85 4162.16 6304.66 6215.2 7752.48 6144.49 5924.86 7943.18 7269.74 6438.5 5387.37 5176.51 4975.25 5617.61 10413.5 4899.32 4688.81 4571.26 5735.88 4553.83 6745.8
threshold=2.5000000000000004 0.6984848484848486 0.87026647966339421 1243.5699533654035 3990.9076300000002 4.5000000000000009 0.967204301075269 0.81698564593301448 2268.1115500000001 3105.9957700000004 0.077935222672064791 0.85092592592592597 4.5000000000000009 4.5000000000000009 0.16064516129032261 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2504.0887350000007 1.5000000000000002 1102.5722025320704 1.5000000000000002 0.21132376395534294 0.23166368515205729 0.40270270270270275 0.36939571150097467 0.040408163265306128 2678.3870350000002 20.500000000000004 0.70106382978723414 2.5000000000000004 5.5000000000000009 0.04819976771196284 0.040408163265306128 3.5000000000000004 3.5000000000000004 10.500000000000002 37.500000000000007 14.500000000000002 0.58898944193061853 2.5000000000000004 4.5000000000000009 2478.1650450000002 6.5000000000000009 1.5000000000000002 5.5000000000000009 8.5000000000000018 0.18065268065268067 0.37668918918918926 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 4 5 7 -7 19 -9 10 16 12 13 14 -12 -13 -10 18 -18 21 -2 -3 -19 26 25 -25 -21 28 -28 -26 40 32 33 34 44 41 37 45 -38 -35 -4 48 43 -43 -32 -37 -33 -48 -34 -50
right_child=1 2 30 -5 -6 6 -8 8 9 -11 11 15 -14 -15 -16 -17 17 22 -20 23 -22 -23 -24 24 29 -27 27 -29 -30 -31 31 46 35 39 -36 36 38 -39 -40 -41 -42 42 -44 -45 -46 -47 47 -49 49 -51
leaf_value=0.0017241361568199561 -0.043530005497442827 0.32839074976189009 -0.060658731524568757 -0.32821151879538757 1.8868728067563929 -0.51913169819829807 1.2497997859249945 0.11179629338634378 1.5752460087167808 -0.28051487577307704 2.4137132482528685 -0.2246086864336713 3.3432701086004579 2.5015745303569696 0.49544526254651189 1.183200829812995 0.74054641599456472 -0.063344485419137148 -1.5523213127826123 0.89209778534399509 0.054235647509951281 0.0042543866409293545 1.9036256026338649 0.38795027027769791 1.2632152301073074 2.2425525201905159 -0.20009458436299177 -0.021111699621175026 -1.3137517759876867 -0.31070702004268819 -3.0316597149485638 -0.33664755003154279 0.26080703411597356 0.19930800966882478 0.1971312065422535 0.38166805949322014 -2.8610252493903752 1.3547978088773531 -0.46338965296745305 -0.73474762341515587 0.096598415317314779 -0.0026217105763929865 -0.37250589204825002 2.384351520104842 -0.97803794512381925 -0.9643539387216935 0.0089843433953716717 1.6516311130523684 0.12019096937241108 -0.56241878800771461
leaf_weight=512809 33098 1010 14549 271 23 234 23 729 29 99 25 73 24 39 87 64 24 21 47 37 6020 813 27 123 20 31 118 206 124 291 21 600 2764 207 20 43 21 29 24 88 2445 108 337 22 26 65 142 25 1181 165
leaf_count=512809 33098 1010 14549 271 23 234 23 729 29 99 25 73 24 39 87 64 24 21 47 37 6020 813 27 123 20 31 118 206 124 291 21 600 2764 207 20 43 21 29 24 88 2445 108 337 22 26 65 142 25 1181 165
internal_value=0 -0.0132732 0.00836928 0.114039 0.141648 0.132352 -0.360823 0.163563 0.33763 0.632143 0.828562 1.09159 1.60712 1.33118 0.92363 0.433054 0.27408 -0.0430112 -0.777267 0.0827123 -0.0284845 0.183836 1.04308 -0.111339 0.112012 0.761279 -0.32548 -0.426039 -0.770729 -0.20949 -0.0129292 0.0595272 0.0995739 -0.299868 -1.27091 0.129958 -0.429588 -0.0509645 -1.58229 -0.0793255 -0.0380335 0.152208 -0.157092 0.401328 -1.89561 -0.428438 -0.207851 0.25489 0.187352 0.036513
internal_weight=0 66612 27494 4612 4341 4318 257 4061 1288 559 460 312 175 151 112 137 148 119 71 2773 39118 1823 48 950 465 154 485 448 242 311 22882 5888 5121 362 67 4759 182 137 45 295 16994 4577 467 130 47 108 767 167 4110 1346
internal_count=579421 66612 27494 4612 4341 4318 257 4061 1288 559 460 312 175 151 112 137 148 119 71 2773 39118 1823 48 950 465 154 485 448 242 311 22882 5888 5121 362 67 4759 182 137 45 295 16994 4577 467 130 47 108 767 167 4110 1346
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=51
num_cat=0
split_feature=11 6 0 3 11 5 4 0 12 2 13 9 2 11 0 1 0 0 1 7 13 11 12 10 5 6 0 13 6 0 8 1 1 13 0 8 13 7 8 8 14 8 7 6 12 14 0 13 3 5
split_gain=1333.9 2583.62 2807.06 4078.46 2457.69 3318.51 4419.6 2599.68 2345.72 3418.05 2206.4 2263.24 15966.6 9807 5909.9 7026.05 4376.28 4805.34 6712.67 3599.66 2305.66 2332.79 2371.8 2199.89 3358.21 3292.59 3899.42 9029.82 6323.75 5049.67 5948.67 6646.19 4392.17 4224.86 5704.96 6089.11 5380.34 5034.81 8145.87 6278.79 8539.67 7211.5 12695.2 6366.18 5311.27 5100.1 4932.49 4877.73 6842.79 8763.17
threshold=0.92637759710930456 6.5000000000000009 1051.9390100320704 26.500000000000004 0.50675675675675691 7.5000000000000009 9.5000000000000018 1035.9671475320704 5.5000000000000009 3.5000000000000004 0.028991596638655467 2.5000000000000004 3.5000000000000004 0.77032967032967048 591.80209253207011 1768.0114600000002 604.30462503207002 626.28909503207012 2404.6612800000007 2.5000000000000004 0.063164893617021281 0.89039039039039047 2.5000000000000004 0.96362433862433872 18.500000000000004 5.5000000000000009 1082.0615325320703 0.75304878048780499 4.5000000000000009 835.41881669873692 2.5000000000000004 2818.4131550000006 2912.4473000000003 0.39208074534161497 1006.7816783654035 3.5000000000000004 0.32200460829493094 5.5000000000000009 4.5000000000000009 6.5000000000000009 0.10620300751879701 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 0.26393188854489169 1006.7816783654035 0.10620300751879701 30.500000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 23 10 7 -7 9 -2 -6 12 20 -14 15 -13 -16 18 -18 -19 -12 -22 -23 24 -1 26 27 28 33 -29 -31 -32 -33 36 -35 -36 37 39 -39 41 -41 42 46 44 -43 -42 -25 48 -45 -50
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 14 13 -15 16 -17 17 19 -20 -21 21 22 -24 25 -26 -27 -28 29 -30 30 31 32 -34 34 35 -37 -38 38 -40 40 45 43 -44 47 -46 -47 -48 -49 49 -51
leaf_value=1.2381397554202241e-05 0.04317857362628201 -0.16289237797260286 -0.043213190003815627 -2.0297693621028556 -0.31648986792546996 -0.36018776055624624 -1.293767838101638 0.036845019591056696 -0.078606329681013526 1.0778664022684097 0.10647906019638638 -0.3760989216419886 2.5569775135853354 0.019771438598632812 1.117549211581548 -2.537443054290045 0.042105570038159693 -0.022985167756636279 -2.1107857908521379 -0.33877359481207259 -0.05259565749531088 0.05565913612388558 -0.055693735616664401 2.9761503826488149 0.90507546285303642 -0.14417167051068069 0.01376116557943414 -0.47566522870744976 -0.54168406153513382 2.3553307778907544 1.8551009410136456 -1.0589833039045335 0.75598908185958869 -0.6119062490520939 1.7632686896324161 -0.36636409543711568 1.2074141756693524 0.43474866103481608 2.4328002114295959 -0.46087031768703907 2.8038064236442253 0.34252926531959987 -0.9401182485123476 -0.18322381596237222 2.1184883583159677 0.8480258872111639 1.0430870475191059 0.16198219813811943 -2.2943702475216829 0.061837489516646776
leaf_weight=533861 14021 25 72 22 257 374 38 295 1707 32 1438 53 39 25 30 21 30 2121 28 435 12093 5387 2966 22 41 588 1853 21 121 33 37 20 40 124 25 29 60 111 25 27 24 85 24 298 21 30 33 294 38 27
leaf_count=533861 14021 25 72 22 257 374 38 295 1707 32 1438 53 39 25 30 21 30 2121 28 435 12093 5387 2966 22 41 588 1853 21 121 33 37 20 40 124 25 29 60 111 25 27 24 85 24 298 21 30 33 294 38 27
internal_value=0 0.0285836 -0.435618 -1.03675 -0.000805404 -0.0310593 -0.244702 -0.185114 0.0320887 0.0455347 -0.0249988 -0.0219617 -0.0113021 1.56588 -0.108039 -0.989453 -0.0833701 -0.0971526 -0.997221 -0.0767285 -0.0159146 -0.0245227 0.0161197 0.000636109 8.1884e-05 0.0744272 0.111989 0.227996 0.149711 0.96315 1.19557 0.801017 0.150998 0.214213 -0.23831 0.619577 0.286196 0.234003 0.802038 0.150305 0.991218 0.06941 0.978916 -0.024759 0.69437 1.71726 1.81631 -0.140783 -0.385998 -1.31564
internal_weight=0 15879 119 47 563542 25630 707 669 15760 14053 24923 24666 21948 64 2718 74 2644 2614 58 2556 21884 20446 8353 537912 533902 4010 3422 1569 1418 151 130 97 60 1297 178 54 1119 1059 136 923 81 842 79 763 106 54 55 657 363 65
internal_count=579421 15879 119 47 563542 25630 707 669 15760 14053 24923 24666 21948 64 2718 74 2644 2614 58 2556 21884 20446 8353 537912 533902 4010 3422 1569 1418 151 130 97 60 1297 178 54 1119 1059 136 923 81 842 79 763 106 54 55 657 363 65
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=51
num_cat=0
split_feature=6 10 2 0 14 10 14 13 10 9 4 10 12 4 4 0 0 6 0 8 6 9 13 3 9 0 10 10 6 14 10 4 3 0 14 4 5 1 10 0 9 3 10 6 3 0 3 4 13 0
split_gain=1273.64 5956.75 5577.92 14967.7 15446.7 13230.5 15332 10771.7 10101.6 10211.1 8716.26 8090.87 7729.38 6725.44 6629.27 11793.7 6352.32 6454.12 8002.94 6262.32 7626.1 6261.28 6535.47 6965.83 6075.78 13326.9 9781.06 10655.3 8620.57 11432.2 8191.57 7902.77 6014.62 11877.1 10400.8 7460.31 11240.8 9759.22 8422.06 9294.33 8677.07 8242.02 7589.31 10392.6 10286 11759.8 21700.7 16783.6 8976.15 7777.56
threshold=1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1102.5722025320704 0.037749287749287756 0.28388278388278393 0.15075757575757578 0.26393188854489169 0.067424242424242428 3.5000000000000004 3.5000000000000004 0.36939571150097467 1.5000000000000002 3.5000000000000004 4.5000000000000009 562.62723503207019 518.73793503207014 6.5000000000000009 748.39401169873679 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.50609756097560987 35.500000000000007 3.5000000000000004 935.44215503206999 0.096006144393241177 0.10620300751879701 5.5000000000000009 0.039230769230769243 0.22967032967032971 7.5000000000000009 22.500000000000004 786.8817525320701 0.913664596273292 7.5000000000000009 4.5000000000000009 3247.4275200000006 0.21525096525096529 1144.5916150320702 4.5000000000000009 27.500000000000004 0.45584415584415588 2.5000000000000004 25.500000000000004 1082.0615325320703 29.500000000000004 9.5000000000000018 0.13680926916221037 956.7117450320701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 14 7 -5 6 -6 -4 9 10 12 13 -9 16 -3 -16 -10 18 -18 24 -21 22 23 -13 25 28 -26 -28 29 30 -15 -29 -17 34 -34 36 37 -35 39 40 -37 -38 43 44 -40 46 48 -48 49 -46
right_child=1 2 3 4 5 -7 -8 8 11 -11 -12 21 -14 19 15 32 17 -19 -20 20 -22 -23 -24 -25 26 -27 27 31 -30 -31 -32 -33 33 35 -36 38 41 -39 42 -41 -42 -43 -44 -45 45 -47 47 -49 -50 -51
leaf_value=0.0026430261920185171 0.03271808638128379 0.00094413421548375097 0.1371855239708015 -3.3978040554306723 -0.10191587072152358 0.31570436668396001 -3.6069537043571476 -3.3535160293181741 0.80245238611864489 0.071826384084418493 -0.62537966870242334 0.093558132768881447 -0.69170005142688762 -2.4500492820372948 0.33242663762090036 -0.084176269991144193 -0.47952466938871052 0.56498551368713379 -2.1728301736893076 -0.43863412717293049 1.4709482325712839 -0.29585245333488763 0.66870647082468138 -1.692895311330046 0.74592308237364424 -1.5077688981220128 -1.9862511427963483 -0.45418769241060242 1.2117475498006458 0.33571830217117904 0.20538923712003801 0.35494132813262314 1.1775903322721843 0.093737897604314557 -0.18035159419091901 -0.50293586989565353 -0.16033799766609497 0.63746045031863408 -0.080383897977199331 0.041620901425467732 1.142326371236281 0.071246796761672004 -0.10716131096123366 -0.12603925926021503 1.7171868108567736 0.14458816342451958 5.2535500621795661 1.2926188906897671 1.1933724145350917 -0.43444105294488722
leaf_weight=439689 28229 47429 6969 22 26 75 24 24 43 203 269 99 20 26 792 31196 181 46 33 29 75 1149 154 28 114 40 34 331 105 912 21 190 154 5547 89 1120 3756 351 321 557 33 2601 4957 787 21 268 20 23 155 84
leaf_count=439689 28229 47429 6969 22 26 75 24 24 43 203 269 99 20 26 792 31196 181 46 33 29 75 1149 154 28 114 40 34 331 105 912 21 190 154 5547 89 1120 3756 351 321 557 33 2601 4957 787 21 268 20 23 155 84
internal_value=0 -0.0083167 -0.0187054 0.0480885 -0.954358 -0.524311 -1.78433 0.0613702 -0.0666854 -0.480552 -0.838804 -0.00752886 -2.1436 0.113722 -0.0261948 -0.0505584 -0.323441 -0.509646 -0.740642 0.184292 0.938469 -0.192372 0.230754 -0.300306 0.140054 0.284157 -0.0977497 -0.271045 0.351523 0.257338 -1.26358 -0.159112 -0.056387 -0.0147965 0.680237 -0.0229948 0.0266664 0.126096 -0.0959156 -0.293806 -0.455847 -0.0655839 -0.0449221 0.13883 0.37252 0.62713 1.05393 3.13491 0.709772 -0.00411548
internal_weight=0 139732 111503 11242 147 125 50 11095 4126 516 313 3610 44 2180 100261 52832 303 260 214 1877 104 1430 281 127 1773 1104 669 555 1064 959 47 521 52040 20844 243 20601 12255 5898 8346 1710 1153 6357 6636 1679 892 571 303 43 260 105
internal_count=579421 139732 111503 11242 147 125 50 11095 4126 516 313 3610 44 2180 100261 52832 303 260 214 1877 104 1430 281 127 1773 1104 669 555 1064 959 47 521 52040 20844 243 20601 12255 5898 8346 1710 1153 6357 6636 1679 892 571 303 43 260 105
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=51
num_cat=0
split_feature=12 14 1 0 0 11 9 14 1 4 1 11 0 12 3 0 1 14 3 13 13 5 7 3 13 14 0 12 3 12 13 5 8 13 6 13 1 13 6 5 0 8 5 6 14 5 3 12 13 0
split_gain=1396.82 3352.36 3102.23 3191.61 4129.04 5568.15 8483.66 4624.75 3910.73 3829.33 6143.7 5697.45 5284.83 4209.01 4007.16 5307.2 3137.38 3051.71 4074.86 2894.12 3396.86 2767.9 2643.94 3734.33 9402.94 9029.15 9913.26 11605.3 9806.48 6209.72 8518.53 7717.31 11441.5 9709.7 7712.83 7366.94 6156.66 5832.11 5798.59 12371.5 11773.6 8489.28 11368 11360.1 6101.35 5771.6 7593.66 8519.24 6210.55 7013.71
threshold=4.5000000000000009 0.67054263565891481 1737.8836200000003 555.28608086540339 740.62473128207 0.21807065217391305 3.5000000000000004 0.037749287749287756 2382.2192800000007 4.5000000000000009 2258.0617350000007 0.43875000000000003 614.34713878207003 6.5000000000000009 22.500000000000004 698.35489753207014 2889.3091150000005 0.14907407407407411 22.500000000000004 0.55718954248366026 0.50609756097560987 3.5000000000000004 2.5000000000000004 29.500000000000004 0.04819976771196284 0.21132376395534294 1127.0524375320704 12.500000000000002 38.500000000000007 6.5000000000000009 0.3623737373737374 7.5000000000000009 3.5000000000000004 0.30151515151515157 3.5000000000000004 0.18301435406698566 3383.3926800000004 0.4431524547803618 1.0000000180025095e-35 9.5000000000000018 1176.0554425320704 6.5000000000000009 8.5000000000000018 2.5000000000000004 0.19292803970223329 7.5000000000000009 37.500000000000007 8.5000000000000018 0.16064516129032261 1002.03221753207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 19 9 -8 -9 10 -7 14 -13 -12 -11 -16 -17 18 -14 20 -5 -19 23 -6 25 26 27 28 -25 31 35 32 34 -34 -26 45 -27 38 -33 40 41 42 44 -44 -40 46 48 -48 -31 -50
right_child=1 -3 3 4 22 6 7 8 -10 11 13 12 17 -15 15 16 -18 21 -20 -21 -22 -23 -24 24 29 36 -28 -29 -30 30 -32 37 33 -35 -36 -37 -38 -39 39 -41 -42 -43 43 -45 -46 -47 47 -49 49 -51
leaf_value=0.0019083254647442882 -0.069216743525745902 1.1944735528334327 -0.29627179343954962 0.073900662405567613 -0.015578828432720602 -0.12081237596640003 0.18113599673316286 -0.17775346449443274 -1.4108469451825645 0.23549680313907373 -2.1237107824396206 -1.5260104472637177 -0.035981446118434755 -0.3886954422654777 2.0982928151264786 -0.47380252338591078 1.276248832345009 -0.14909176736166982 1.0290568356604681 1.0548767956097922 -1.1700065112926745 -1.3672691457546675 -0.06248141849931315 -0.28464386406663161 0.45287964487072352 -0.53643055986939814 0.087177378236686226 -2.0169213548950529 -1.8972983753681185 0.056937520001278767 1.5254877010712753 -0.30323344390181939 -0.16715313667165382 -1.8819386921430892 -0.19340306365426552 -0.43147596933512072 0.63084489319200099 2.2550680717719453 1.6562806392369205 -0.010528616327792407 -0.013240047281279282 -0.12405868172645569 4.0889251737033616 1.3121470057047331 -0.018227662578705821 -0.28187242896811476 2.4945993979771934 0.1662237227866144 1.8951908078135515 0.1533515122701537
leaf_weight=503379 8693 23 376 10358 40270 501 37 35 97 156 27 25 164 29 32 21 20 66 46 30 22 26 9855 658 862 57 531 46 40 859 37 68 252 38 235 330 218 21 73 156 68 27 34 26 31 309 30 33 41 53
leaf_count=503379 8693 23 376 10358 40270 501 37 35 97 156 27 25 164 29 32 21 20 66 46 30 22 26 9855 658 862 57 531 46 40 859 37 68 252 38 235 330 218 21 73 156 68 27 34 26 31 309 30 33 41 53
internal_value=0 -0.0126326 -0.0129979 -0.00573898 -0.00410731 0.0498813 -0.146768 -0.806932 -1.08389 -0.0465274 -0.231848 0.139127 -0.128757 -1.22522 0.521651 1.13316 0.379881 -0.0130907 0.197313 0.0740989 0.0712643 -0.493359 -0.0155307 -0.0053398 0.0749886 -0.130792 -0.242882 -0.478449 -0.37706 0.164009 0.0248348 0.288537 0.16676 -0.391849 0.314433 -0.0087145 0.388901 0.623664 0.552734 0.692989 1.11673 1.51902 1.78953 2.88565 1.15715 0.096577 0.211676 1.27497 0.141385 0.91309
internal_weight=0 76042 76019 67326 66950 11692 1282 169 132 1113 557 556 327 56 229 73 41 302 210 10410 10380 92 55258 45403 5133 1550 1275 744 698 3583 1692 1891 1387 290 1097 1655 275 504 483 415 259 191 164 60 104 1325 1016 63 953 94
internal_count=579421 76042 76019 67326 66950 11692 1282 169 132 1113 557 556 327 56 229 73 41 302 210 10410 10380 92 55258 45403 5133 1550 1275 744 698 3583 1692 1891 1387 290 1097 1655 275 504 483 415 259 191 164 60 104 1325 1016 63 953 94
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=51
num_cat=0
split_feature=8 12 13 14 1 0 7 4 3 8 10 0 13 10 0 14 3 1 14 6 3 13 0 0 13 10 1 13 13 13 6 10 9 10 8 14 1 0 14 4 1 8 10 10 0 6 3 5 7 13
split_gain=1271.72 1872.88 3644.52 3292.8 4830.58 8312.03 4518.36 4667.54 3593.12 5755.78 3883.17 3210.86 4949.36 3712.06 3082.15 3009.35 5625.92 4694.82 4529.21 8412.22 6434.38 7412.99 6372.78 5578.39 4917.96 5265.78 7257.34 15816.4 14371.9 8331.26 4789.71 4731.04 5363.46 8973.28 9876.18 5903.73 5829.1 7831.01 4842.83 4695.41 4444.08 6447.41 4440.2 9252.36 8851.94 5543.07 4499.07 4439.22 4351.14 4294.68
threshold=1.0000000180025095e-35 2.5000000000000004 0.81365740740740755 0.70135135135135152 2416.2277850000005 1051.9390100320704 2.5000000000000004 7.5000000000000009 19.500000000000004 4.5000000000000009 0.42206477732793529 809.05071169873679 0.084523809523809543 0.21525096525096529 887.39409003207015 0.26201372997711675 19.500000000000004 2100.9616750000005 0.043961352657004842 1.5000000000000002 34.500000000000007 0.82683658170914553 1020.5262783654035 858.97015253207007 0.059714795008912663 0.95346320346320357 3383.3926800000004 0.29864864864864871 0.48331479421579543 0.77346041055718484 2.5000000000000004 0.61200716845878145 2.5000000000000004 0.71651785714285732 1.5000000000000002 0.25265957446808512 2562.2606300000002 1041.0348750320702 0.087595907928388769 8.5000000000000018 2754.3987100000004 2.5000000000000004 0.78319623971797891 0.49418604651162795 924.99774003207006 1.0000000180025095e-35 20.500000000000004 2.5000000000000004 2.5000000000000004 0.18834459459459463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 8 6 11 14 -5 10 -10 -6 13 -13 -8 16 17 -2 19 23 24 -22 49 47 30 26 31 -28 -29 -30 42 -26 33 34 36 -35 38 -38 -33 -36 48 -42 43 45 -44 -20 -45 -18 -34 -21
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 18 -19 20 22 21 -23 -24 -25 25 -27 27 28 29 -31 -32 32 40 35 39 -37 37 -39 -40 -41 41 -43 44 46 -46 -47 -48 -49 -50 -51
leaf_value=0.0066502514297663981 0.010887367634955035 -0.0098105394551183112 -0.94245246819087447 -0.1642845375757655 -1.2631956072478761 0.21056112271397054 0.090203817401613512 -2.4498855509928297 1.416536589809086 -1.0644890102473172 0.24652731032236608 0.44493461485419961 1.117982417345047 -0.90686636338312487 -1.4193599365259473 -0.0045702945662225427 1.7501256144472532 -0.14201937458047925 0.65638173009668088 -1.0825835456873507 0.88239360147498447 -0.48387566971778873 0.077964006796040958 -0.041398071444049903 0.094012996151759606 -0.060998665904105312 1.2680291238584018 -2.9708697117368383 0.20926226861774921 -1.6923155063556301 -0.43951139435491071 1.5744620600613681 0.38263439924345105 0.17499503625645543 0.21644026578154441 1.5219283853516434 3.0505861885407395 0.55684482812881464 0.3082380164025435 1.4719466561620886 -0.099449320442297248 -2.000621686577797 -1.1495360322382258 -0.20180749700915432 0.070428080167225071 -0.25548491821488822 1.1581410345514265 0.41427244745829717 -0.97735361397266396 -0.34998063480682312
leaf_weight=192178 43580 172080 42 394 41 119 21 28 46 22 74 28 22 74 38 152730 28 2105 84 94 193 50 340 389 7769 1752 38 30 64 36 327 55 109 2341 306 33 34 20 67 33 44 30 87 31 188 323 113 223 30 538
leaf_count=192178 43580 172080 42 394 41 119 21 28 46 22 74 28 22 74 38 152730 28 2105 84 94 193 50 340 389 7769 1752 38 30 64 36 327 55 109 2341 306 33 34 20 67 33 44 30 87 31 188 323 113 223 30 538
internal_value=0 -0.00330034 -0.0110383 -0.0108122 -0.200849 -0.478239 -0.803506 -1.38665 -0.00884918 0.422429 0.695031 -0.496032 -0.242374 -0.535784 -0.882058 0.00294994 0.0216307 0.00384198 0.0730691 -0.0857706 0.0911173 0.601268 -0.271136 0.195754 0.082227 0.100057 0.125619 -0.526616 -1.05121 -0.475306 -0.115578 0.135698 0.240099 0.275803 0.654193 0.193718 1.26196 2.12698 0.879077 0.338658 -0.244168 -0.870195 0.0126625 0.176458 -0.315524 -0.0672864 0.865374 0.563292 0.0891118 -0.458944
internal_weight=0 387243 173029 172987 907 371 252 87 536 142 120 165 124 102 59 214214 61484 45685 15799 1612 14187 243 972 640 13944 12791 11039 168 130 100 1153 10871 3102 2889 515 2374 176 54 122 339 213 74 826 551 275 407 144 251 139 632
internal_count=579421 387243 173029 172987 907 371 252 87 536 142 120 165 124 102 59 214214 61484 45685 15799 1612 14187 243 972 640 13944 12791 11039 168 130 100 1153 10871 3102 2889 515 2374 176 54 122 339 213 74 826 551 275 407 144 251 139 632
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=51
num_cat=0
split_feature=3 1 1 4 14 14 10 3 0 0 6 14 14 0 4 1 3 3 1 10 4 14 3 9 14 12 14 14 0 1 10 11 5 6 12 0 1 8 0 10 9 10 0 10 5 10 1 5 3 0
split_gain=1333.01 9723.17 5795.51 4463.11 4177.72 6735.9 4301.52 4058.59 5845.34 3821.98 5656.22 5157.22 4439.57 3758.78 3523.43 3407.3 11321.8 5542.73 13536.3 6069.75 5046.52 3605.4 3287.85 2928.85 2876.13 5914.22 5214.29 4922.56 7536.76 5642.9 9895.22 7361.12 5934.5 5881.77 4972 4883.86 6326.07 4839.17 4060.93 4029.78 7306.78 5788.88 3866.29 8096.32 8595.65 6614.86 8522.37 6610.81 11352.6 12602
threshold=12.500000000000002 1420.6708450000003 1525.7882200000001 5.5000000000000009 0.29864864864864871 0.16064516129032261 0.88762626262626265 13.500000000000002 518.73793503207014 514.95395336540344 3.5000000000000004 0.18834459459459463 0.74679487179487192 775.9075525320701 5.5000000000000009 1269.7676500000002 10.500000000000002 9.5000000000000018 1120.5837400000003 0.29520697167755999 2.5000000000000004 0.42678571428571432 11.500000000000002 2.5000000000000004 0.29520697167755999 11.500000000000002 0.29864864864864871 0.19139194139194141 769.42615503207003 2024.0595450000003 0.050641025641025648 0.053342816500711245 4.5000000000000009 5.5000000000000009 4.5000000000000009 1088.5892550320702 3305.7150050000014 6.5000000000000009 1228.1295425320702 0.49418604651162795 2.5000000000000004 0.067424242424242428 1041.0348750320702 0.95060975609756104 2.5000000000000004 0.6984848484848486 2440.1592950000004 10.500000000000002 30.500000000000004 1002.03221753207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 5 -1 15 8 -4 10 11 -9 -13 22 -2 17 -17 18 20 -19 -6 -22 -3 -7 27 26 35 42 29 30 31 32 -29 34 39 36 -26 -31 -28 40 -32 -42 43 45 -45 -11 -47 48 -48 -50
right_child=2 13 7 -5 6 23 -8 9 -10 24 -12 12 -14 -15 -16 16 -18 19 -20 -21 21 -23 -24 -25 25 -27 38 28 -30 37 33 -33 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 44 -46 46 47 -49 49 -51
leaf_value=-0.018639448438555261 0.030002565454436421 -0.19078248629620365 -0.31206131171535312 0.095961210397107893 -0.050758253944959988 0.064434913260168702 -0.040804705310966964 0.37392614854146622 -0.037009854210256148 -0.014605634078856894 1.0170573051811922 -0.12374717743525693 0.32398366446668908 -0.26229167877279841 0.13503018699070188 -0.26843834711705844 -0.0038460306854010231 0.0044344048568079816 -0.22449484891725216 0.12242301584340794 0.20323653121409638 0.035203457282086986 -0.05056857087618475 -0.062646668449789097 0.4188990850094122 1.6150996643563975 0.013827069481038075 0.28062261656194887 -0.0086127193846893858 -0.14937734707502978 -0.33551537006103271 -0.030507906362058679 1.1721354413915563 1.6244917733967306 0.1616267757179386 -0.35080600812649121 2.2517914378643034 0.81821500112374235 -0.072860982287204043 -0.041401616287012943 -0.42596267881693645 0.096235537780169494 0.031256553506615742 -0.38305930714585529 -0.062791820920188479 0.023322841470606048 0.1888041600242128 -0.70153197862885219 0.72795367784734477 3.4442230153083799
leaf_weight=23277 36447 1906 818 4746 7003 24584 38448 517 13936 86184 72 846 300 1061 3501 1861 12344 9217 2712 8274 1480 9306 13643 1958 322 23 135128 955 44214 8601 1757 995 81 20 689 78 20 52 5629 3074 272 967 36526 1057 4045 27838 2423 77 117 20
leaf_count=23277 36447 1906 818 4746 7003 24584 38448 517 13936 86184 72 846 300 1061 3501 1861 12344 9217 2712 8274 1480 9306 13643 1958 322 23 135128 955 44214 8601 1757 995 81 20 689 78 20 52 5629 3074 272 967 36526 1057 4045 27838 2423 77 117 20
internal_value=0 -0.00770521 0.00298576 0.000585166 -0.0026374 0.0206254 -0.0154228 -0.000845714 -0.0522594 0.00124456 0.14931 0.111741 -0.00654015 -0.0801824 0.0392071 0.00327345 -0.0385103 0.0188962 -0.0163844 0.0602481 0.0153428 0.0582601 -0.067756 0.0550601 0.000533265 0.0116714 0.0114101 -0.00661653 -0.0305817 -0.0862043 -0.0298681 0.163753 0.350326 -0.0878773 -0.0929443 0.363234 0.526086 -0.143563 0.0103603 -0.12184 -0.204373 -0.0184036 0.00272157 -0.00583839 -0.129143 -0.000445753 0.0395987 0.211418 0.238878 1.12449
internal_weight=0 161820 417601 145210 140464 49819 90645 377653 14754 362899 1735 1663 1146 16610 39948 52197 14205 37992 20501 17491 17789 10786 15549 26542 361164 141200 141177 219964 61677 17463 8810 2031 1036 6779 6759 420 342 8653 140757 6070 2996 1239 158287 121761 5102 116659 30475 2637 2560 137
internal_count=579421 161820 417601 145210 140464 49819 90645 377653 14754 362899 1735 1663 1146 16610 39948 52197 14205 37992 20501 17491 17789 10786 15549 26542 361164 141200 141177 219964 61677 17463 8810 2031 1036 6779 6759 420 342 8653 140757 6070 2996 1239 158287 121761 5102 116659 30475 2637 2560 137
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=51
num_cat=0
split_feature=7 0 10 4 14 6 13 12 5 1 14 12 1 4 0 14 12 3 0 4 3 12 0 12 13 10 10 12 6 8 13 12 8 10 11 14 0 13 0 12 9 12 8 12 5 12 5 6 13 3
split_gain=1474.41 1801.57 7045.05 6958.33 4012.45 8968.19 4865.72 8453.2 6178.47 4489.92 4194.15 6155.99 4910.46 3411.98 3408.2 3141.13 3076.89 3086.05 3065.95 2961.55 5538.87 5122.25 5164.87 5670.55 6133.04 7972.83 13283.7 6364.2 9149.31 4197.51 5104.63 6857.96 4023.54 7603.6 3649.26 5005.51 4686.34 3732.98 3576.89 3542.21 3486.59 3412.73 3339.35 2950.62 12841 6617.63 4038.85 4568.87 5254.19 3162.27
threshold=1.0000000180025095e-35 867.39038253207002 0.93844696969696983 7.5000000000000009 0.95553359683794481 3.5000000000000004 0.54692082111436957 1.5000000000000002 10.500000000000002 2017.0318350000002 0.3133928571428572 2.5000000000000004 1951.0127200000002 13.500000000000002 864.42307003207009 0.087595907928388769 11.500000000000002 14.500000000000002 905.47011253207006 5.5000000000000009 24.500000000000004 9.5000000000000018 1102.5722025320704 5.5000000000000009 0.1012820512820513 0.21913109756097562 0.28388278388278393 3.5000000000000004 2.5000000000000004 7.5000000000000009 0.30495169082125612 3.5000000000000004 3.5000000000000004 0.05634920634920635 0.17752100840336138 0.036375661375661381 1015.5416250320701 0.03883861236802414 1102.5722025320704 2.5000000000000004 2.5000000000000004 7.5000000000000009 7.5000000000000009 8.5000000000000018 5.5000000000000009 9.5000000000000018 4.5000000000000009 2.5000000000000004 0.14459930313588851 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 14 -9 -7 12 -12 16 -4 -11 17 18 -3 20 41 22 23 24 27 40 -27 28 -22 30 31 -28 33 -29 35 -25 37 -37 -23 -30 -26 -19 43 -21 46 49 47 -45 -49 -46
right_child=-2 13 3 -5 -6 10 7 9 -10 15 11 -13 -14 -15 -16 -17 -18 19 -20 42 21 38 -24 34 25 26 29 32 39 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 -43 -44 44 45 -47 -48 48 -50 -51
leaf_value=0.0040676640376042265 -0.0042872072501578245 -0.043453935335177586 -0.097251385238492874 0.21706282393759257 0.24984470036277917 -1.1570206381486996 -0.061521422763665512 -0.3660462618890134 -1.7915467067198323 -0.57339200405847457 0.37014643521535967 0.8075960273092444 -1.5026786690666563 0.91243230963862221 -1.3201494719671167 -1.9975299302804268 -0.34367706122929637 0.04672061818081439 -0.37446219424147215 0.0014249305330038234 1.6405734647543004 -1.0731911206731992 -0.0028509704114662278 2.2352161047458647 0.43982820264622702 3.1630775088849279 -1.4212460215602603 0.47046712162819776 -1.0464702127268539 1.847286691268285 0.93357616061909821 0.58975993977036589 -0.029345098699118489 -1.7350389262316406 0.095668100605945328 1.6636354525387287 0.053817477481705803 0.71233950948173352 0.36025017499923706 0.41939686606912052 -0.43829822207009922 -0.15693731314290596 -0.56220893331337718 -0.040646329005290804 1.3953720846027136 0.25051867866516114 -0.93993798868778422 0.13467601430084972 2.2731556308269503 3.13276400457729
leaf_weight=185081 336420 1699 2496 489 197 140 150 44 22 21 21 33 42 43 23 59 230 24016 335 25007 39 49 450 25 88 23 28 22 32 24 89 43 66 54 74 60 70 132 27 34 93 852 104 222 20 25 39 27 20 22
leaf_count=185081 336420 1699 2496 489 197 140 150 44 22 21 21 33 42 43 23 59 230 24016 335 25007 39 49 450 25 88 23 28 22 32 24 89 43 66 54 74 60 70 132 27 34 93 852 104 222 20 25 39 27 20 22
internal_value=0 0.00593538 0.00132293 -0.134615 -0.187561 -0.215804 -0.166162 -0.566532 -0.12299 -1.17743 -0.807931 -0.298841 -0.878404 0.0220089 -0.108417 -1.62369 0.0213017 0.0228589 -0.097971 0.0275965 0.051077 0.236261 0.278319 0.405354 0.225446 0.473407 0.897289 -0.164064 0.426236 0.614065 0.429082 -0.203313 -0.600554 -1.0966 0.721812 0.883256 0.754253 1.00962 -0.563942 -0.291327 -0.0113638 0.0397431 0.0032831 0.00560014 0.284025 1.53867 0.0110984 0.148981 1.04467 2.30543
internal_weight=0 243001 188818 3737 3248 3051 2815 274 2541 124 236 96 63 54183 2519 80 54140 53910 2034 51876 26390 1522 1446 996 635 388 207 247 105 184 160 71 142 76 361 287 262 192 76 66 181 24868 25486 25382 375 67 308 269 47 42
internal_count=579421 243001 188818 3737 3248 3051 2815 274 2541 124 236 96 63 54183 2519 80 54140 53910 2034 51876 26390 1522 1446 996 635 388 207 247 105 184 160 71 142 76 361 287 262 192 76 66 181 24868 25486 25382 375 67 308 269 47 42
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=51
num_cat=0
split_feature=3 0 1 0 11 0 4 10 5 10 11 6 9 14 13 3 0 9 3 6 7 14 1 4 4 13 10 3 10 1 6 14 14 11 0 4 0 13 0 1 7 13 9 8 4 9 9 6 9 3
split_gain=1330.27 5338.33 4031.75 3751.81 4259.33 3946.35 3930.33 7082.95 8782.01 4395.94 6278.65 5019.72 6702.9 6598.1 5787.25 6570.54 4511.25 4491.89 7786.23 3567.37 3633.27 3279.66 3275.97 3176.67 3254.23 3097.26 3050.23 3460.04 4009.69 3192.46 5000.45 4538.1 3049.26 5251.11 8019.81 4049.52 6349.32 3491.33 5024.3 8233.73 6792.41 6093.89 5649.47 4871.4 4122.84 10788.1 5020.33 6249 3678.53 5548.61
threshold=17.500000000000004 967.90685753207003 2061.9945550000007 657.66483336540341 0.94201680672268917 1025.5466150320701 3.5000000000000004 0.94868421052631591 8.5000000000000018 0.39339826839826847 0.32200460829493094 1.5000000000000002 3.5000000000000004 0.54653679653679665 0.88348416289592768 18.500000000000004 633.81069253206999 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 1.5000000000000002 0.55086206896551737 1805.9711850000001 7.5000000000000009 4.5000000000000009 0.053342816500711245 0.6478537360890303 20.500000000000004 0.31698564593301443 1902.9158100000002 1.5000000000000002 0.26201372997711675 1.0000000180025095e-35 0.033908045977011504 964.0890050320703 4.5000000000000009 915.06066003207002 0.35805860805860812 809.05071169873679 3105.9957700000004 2.5000000000000004 0.077935222672064791 3.5000000000000004 3.5000000000000004 9.5000000000000018 2.5000000000000004 3.5000000000000004 1.5000000000000002 3.5000000000000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 23 7 26 -9 10 11 12 13 22 16 -16 -13 18 19 -15 -21 -11 -8 24 -5 -18 27 -2 -29 -28 -31 -32 33 34 -4 36 -35 38 39 41 42 48 -41 -43 46 -46 -39 -48 -37 -50
right_child=2 -3 32 5 -6 -7 9 8 -10 21 -12 14 -14 17 15 -17 25 -19 -20 20 -22 -23 -24 -25 -26 -27 29 28 -30 30 31 -33 -34 35 -36 37 -38 44 -40 40 -42 43 -44 -45 45 -47 47 -49 49 -51
leaf_value=-0.0016137837841495068 -0.0072654131370205668 -0.072938034330783802 2.0076435307094029 0.042636339878889332 1.2263907902381002 0.17049796638596526 -0.68308578218732574 1.5644813832689506 -0.31451560886842866 -0.033475466022304466 -0.20028434904699932 0.68527756999520695 -0.46198246436459683 1.2943186384660228 -1.2246090555863995 0.41928846776485451 -1.1521076641299508 0.47484979086865986 2.0953345129455347 1.0593588201754283 -0.63689645103045878 0.22664429790904875 0.42249999594348026 0.16304506213517647 -0.027082432599890877 0.10262993187192948 -0.077146958557658657 -0.075699697794585408 1.5601800303305351 -0.081670623893539115 -2.0524731424496028 -0.58811245681875846 -0.0022063107154887524 -0.31045979835227838 -0.041955325202572918 0.051093133685977336 0.12425653343937169 -0.093467726409912327 0.071154834564145772 1.717265164680206 2.7724651326303897 0.44561004848119046 -0.41036743363365535 -0.87554349529332132 0.57935475818812854 -2.3607607107896071 0.043236082835636777 1.7352299455233984 -0.17148504812609067 -2.1471469027655465
leaf_weight=346999 1296 10821 35 12780 34 1701 28 61 42 1275 233 153 70 54 62 40 22 120 69 23 28 782 626 1355 14061 186 356 29 31 96 33 59 179673 677 42 210 667 859 2681 26 23 742 24 29 24 26 58 35 44 21
leaf_count=346999 1296 10821 35 12780 34 1701 28 61 42 1275 233 153 70 54 62 40 22 120 69 23 28 782 626 1355 14061 186 356 29 31 96 33 59 179673 677 42 210 667 859 2681 26 23 742 24 29 24 26 58 35 44 21
internal_value=0 -0.00377073 0.00608862 0.036866 0.110412 0.0225785 0.10384 -0.00936441 0.798288 0.16397 0.282249 0.358164 0.482323 0.552051 0.085175 -0.579943 0.273103 0.945529 1.27013 0.727861 0.128081 0.065413 0.375166 0.0136549 0.00611327 -0.0300827 -0.0531477 0.027105 0.769505 -0.253189 -0.586546 -1.11337 0.000177219 0.0689955 0.889681 0.0587135 -0.0947189 0.101657 0.145442 0.323425 1.35023 0.251765 0.696002 0.395917 -0.0643945 -0.949505 -0.0179076 0.680008 -0.152385 -0.809776
internal_weight=0 357820 221601 35705 5808 29897 5774 2003 103 3771 1714 1481 1018 948 463 102 361 294 174 105 51 2057 654 28196 26841 208 1900 1356 60 544 188 92 185896 6223 77 6146 1344 4802 3800 1119 73 1046 50 771 1002 50 952 93 275 65
internal_count=579421 357820 221601 35705 5808 29897 5774 2003 103 3771 1714 1481 1018 948 463 102 361 294 174 105 51 2057 654 28196 26841 208 1900 1356 60 544 188 92 185896 6223 77 6146 1344 4802 3800 1119 73 1046 50 771 1002 50 952 93 275 65
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=51
num_cat=0
split_feature=7 8 3 1 1 0 3 1 0 4 6 14 0 14 1 4 6 3 14 0 0 13 12 14 10 3 1 14 14 14 10 6 14 14 13 3 1 5 5 8 5 0 11 1 3 11 1 14 13 4
split_gain=1374.27 2572.42 1964.21 4370.44 4232.6 4230.31 7422.14 3799.77 3740.53 5339.68 7454.4 7723.5 6394.17 8183.7 11413 5471.17 5123.22 5058.79 4942.91 7700.08 5696.03 7549.7 11015.3 8888.32 6247.26 10637.6 10214.1 6397.28 9369.91 6511.1 5983.82 6213.07 5843.68 5481.6 6680.41 6622.6 9626.46 9027.4 7069.47 5919.61 5450.71 6525.46 7123.61 6622.75 6326.9 6855.88 9314.47 8632.13 12742.8 8651.68
threshold=3.5000000000000004 11.500000000000002 16.500000000000004 2069.9651750000003 1995.0656800000004 815.91853253207012 14.500000000000002 1936.8969000000002 769.42615503207003 5.5000000000000009 1.5000000000000002 0.62731481481481499 813.67629336540347 0.76568627450980398 3105.9957700000004 13.500000000000002 3.5000000000000004 30.500000000000004 0.24695121951219515 1127.0524375320704 952.97267003207003 0.18301435406698566 3.5000000000000004 0.41763565891472876 1.0000000180025095e-35 25.500000000000004 3585.7070200000003 0.49390243902439029 0.43826219512195125 0.31698564593301443 0.16869918699186995 2.5000000000000004 0.38585607940446659 0.029857397504456332 0.19292803970223329 39.500000000000007 3990.9076300000002 5.5000000000000009 7.5000000000000009 6.5000000000000009 6.5000000000000009 1118.5409650320703 0.1012820512820513 3990.9076300000002 34.500000000000007 0.18634259259259262 3757.3374450000006 0.032795698924731186 0.087595907928388769 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 -1 -7 -8 17 -10 15 18 13 14 -13 -11 -14 -6 19 33 21 22 -20 -23 26 27 -24 28 29 -26 -31 -32 -27 39 40 36 -36 -38 -39 -12 44 42 43 -42 45 47 -47 48 -35 -49
right_child=1 -3 4 -5 8 6 7 -9 9 10 11 12 16 -15 -16 -17 -18 -19 20 -21 -22 23 24 -25 25 32 -28 -29 -30 30 31 -33 -34 34 35 -37 37 38 -40 -41 41 -43 -44 -45 -46 46 -48 49 -50 -51
leaf_value=0.0017330955004016557 -0.020652569026463632 -0.93209975650233601 0.036030246198177913 -0.41224641565034403 -0.020474238875684937 -0.094059109753714162 -0.0017314831035332779 -0.13388129342650723 0.037100313063922669 0.018370024495171052 0.19032887223721395 -0.74943747986830023 -0.051857278814481191 -0.23880833692095252 -3.1674734955248627 1.0446204430781878 -0.32431553452285711 -1.5038621705511344 -0.21148866144742945 0.040452543501650354 -0.026703239304101491 0.1058456822853843 -0.39781678944727661 0.54256104537689775 -0.36416786217464592 0.53382980216080977 1.5951867327607911 1.1959616240034714 -1.7682234780541783 1.9158098846673965 -0.2035593844122357 1.0998216808869923 1.5118774350881576 -3.490506158098579 -0.040165832344389453 -1.3169716587662696 2.4024659544109337 -0.85144173872691609 1.6290940093994142 -1.5502484837174417 0.16578151140522523 -1.5973225447264585 -0.53988429083799327 1.1709052290235247 -0.75396795747619061 0.033660991162497517 2.0780430866324386 -0.24214094265582481 -0.18560482519013544 0.40568855266238368
leaf_weight=261959 27836 31 43971 262 52372 13195 41901 2295 48097 52560 848 129 2676 356 23 52 930 23 1180 6237 6386 1308 227 724 159 157 29 47 29 26 99 58 100 20 6126 40 31 27 20 20 441 22 120 77 204 718 23 5007 28 215
leaf_count=261959 27836 31 43971 262 52372 13195 41901 2295 48097 52560 848 129 2676 356 23 52 930 23 1180 6237 6386 1308 227 724 159 157 29 47 29 26 99 58 100 20 6126 40 31 27 20 20 441 22 120 77 204 718 23 5007 28 215
internal_value=0 -0.0216665 0.00109469 -0.00398898 0.0080999 -0.00365404 -0.0282434 -0.00859373 0.00156631 0.0103358 -0.00437965 -0.0402379 -0.168918 -0.501073 -1.11532 0.0193843 -0.122125 -0.0211254 -0.0230237 -0.051951 0.0325396 0.123856 -0.00858561 0.261447 0.248585 0.408113 -0.172047 0.0968358 -0.0424066 0.103935 0.510647 0.277944 0.914393 -0.093155 -0.109258 -0.0343795 -0.02611 1.07781 0.204105 0.150223 -0.177264 0.0959729 0.154362 0.315192 -0.20628 -0.187693 0.0971168 -0.227739 -1.56265 -0.215469
internal_weight=0 27867 551554 319612 231942 319350 57391 44196 187971 135576 87479 34867 4114 508 152 52612 3606 52395 30753 20224 10529 4143 2111 2032 931 675 256 418 371 342 183 157 257 13987 13119 6244 6204 78 47 868 6875 660 638 518 6215 6011 741 5270 48 5222
internal_count=579421 27867 551554 319612 231942 319350 57391 44196 187971 135576 87479 34867 4114 508 152 52612 3606 52395 30753 20224 10529 4143 2111 2032 931 675 256 418 371 342 183 157 257 13987 13119 6244 6204 78 47 868 6875 660 638 518 6215 6011 741 5270 48 5222
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=51
num_cat=0
split_feature=7 8 5 3 5 0 8 11 10 10 14 4 1 10 12 13 14 3 3 1 6 1 0 6 13 0 1 0 13 13 3 13 0 10 6 6 14 8 13 0 1 0 1 0 10 13 12 10 14 4
split_gain=1401.86 1706.43 3367.84 4335.5 5550.87 4146.59 3881.19 4401.26 4836.79 3823.47 3439.55 4319.58 3581.86 5127.27 4587.63 4196.39 4042.21 3572.93 4787.46 6493.59 5126.91 6090.98 5012.97 6505.51 7455.74 5403.91 4770.88 4400.56 11986.7 7201.79 4178.08 4000.67 3710.89 13315.8 16496 3709.31 4568.67 3628.26 3558.6 8374.34 3494.49 3396.35 3258.85 3674.38 3220.23 3700.84 3146.9 3084.91 3154.35 2979.41
threshold=1.0000000180025095e-35 5.5000000000000009 10.500000000000002 41.500000000000007 9.5000000000000018 908.49508003207006 7.5000000000000009 0.037749287749287756 0.33771929824561409 0.10620300751879701 0.036375661375661381 11.500000000000002 3757.3374450000006 0.28759398496240607 3.5000000000000004 0.56904761904761914 0.032795698924731186 39.500000000000007 35.500000000000007 3585.7070200000003 1.5000000000000002 3193.0687900000007 967.90685753207003 1.5000000000000002 0.053342816500711245 1199.6178025320703 2818.4131550000006 850.91795503206993 0.20256410256410259 0.23166368515205729 27.500000000000004 0.28062500000000007 945.96035253207003 0.95742753623188415 1.0000000180025095e-35 2.5000000000000004 0.11583184257602865 6.5000000000000009 0.32200460829493094 960.44235003207029 2865.2936050000003 1063.5212350320703 3475.2235900000005 756.85772503207011 0.63762626262626265 0.32200460829493094 5.5000000000000009 0.04083333333333334 0.3373983739837399 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 7 8 9 -4 12 17 14 -14 15 16 -3 18 19 20 32 26 -20 -24 -25 -26 47 28 -23 -29 37 35 33 -12 -35 36 -21 -28 39 -32 -39 -31 43 -8 -10 -46 -19 48 -22 -43
right_child=1 2 5 4 -6 -7 42 -9 44 -11 11 -13 13 -15 -16 -17 -18 46 22 31 21 27 23 24 25 -27 30 29 -30 41 38 -33 -34 34 -36 -37 -38 40 -40 -41 -42 49 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=0.0057875166558022566 -0.00314282171472491 0.29052776826115756 0.8477149931447846 1.7369716390453538 -0.36949754248965871 -0.020246265858939554 0.69670211156761208 -0.45906079136408295 -0.50680376941507521 2.7140158736187483 0.032607681160230849 -1.3783319535078826 1.9835126198255102 0.016022572625014518 -0.27927597798407078 -0.20545502993174725 2.0220993397491323 -1.7455635690689086 -0.7736211770772935 -1.4309864112786179 0.73110135416837707 -0.46920019447803496 -0.64594499526485327 -0.55122364962100989 2.2524889672674786 0.71715792056459648 -1.4104098299454 0.50534302175045009 2.3347698688507079 -1.7545349955558778 0.85595277777362255 0.2461573123931885 -0.13780539633866815 -0.25467655274175827 2.8537527480407765 -1.8682550740848498 0.4562823642855105 0.56082305681446332 -0.79563672470119529 -0.50835285205081693 -1.1641059336562953 0.52470705180332577 1.2872054985591346 -0.25579674107333028 1.6957509748397337 0.23193713542647088 -0.085057552637798461 -0.2446244333303137 -0.14434308430143433 -0.68858320090308123
leaf_weight=243001 329428 26 21 29 22 1106 54 26 22 23 1336 27 26 27 144 36 28 25 30 29 69 30 31 25 41 52 87 135 31 20 62 26 1183 31 38 41 23 23 127 164 24 29 21 162 31 39 21 1220 102 67
leaf_count=243001 329428 26 21 29 22 1106 54 26 22 23 1336 27 26 27 144 36 28 25 30 29 69 30 31 25 41 52 87 135 31 20 62 26 1183 31 38 41 23 23 127 164 24 29 21 162 31 39 21 1220 102 67
internal_value=0 -0.00418041 -0.0530662 -0.0894138 0.828299 0.0794516 0.355807 0.733043 0.960945 1.82328 -0.0980237 -0.116803 0.2389 0.981206 0.0707709 0.630846 1.18838 -0.110153 -0.102203 -0.12077 -0.102597 -0.215204 0.405758 0.643217 0.981895 1.39402 -0.283179 0.193955 0.955768 0.0088129 -0.55255 -0.850441 -0.00730769 0.10257 1.45721 -1.15702 -0.596233 -1.02795 -0.372087 -0.134074 -0.319992 -0.569045 0.09795 -0.017672 0.548523 0.880198 -0.987506 -0.18887 0.208906 -0.322068
internal_weight=0 336420 6992 5487 51 1505 399 162 136 44 5436 5149 287 53 234 90 54 5122 5076 4897 4778 2190 179 149 118 93 1878 312 61 251 487 119 2588 1405 69 93 52 134 353 226 47 116 237 216 92 70 46 1391 171 96
internal_count=579421 336420 6992 5487 51 1505 399 162 136 44 5436 5149 287 53 234 90 54 5122 5076 4897 4778 2190 179 149 118 93 1878 312 61 251 487 119 2588 1405 69 93 52 134 353 226 47 116 237 216 92 70 46 1391 171 96
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=51
num_cat=0
split_feature=8 3 1 10 4 10 10 1 12 3 0 6 13 14 2 3 1 3 13 12 0 5 14 3 0 14 5 14 3 6 0 9 0 3 2 7 1 1 6 0 0 0 10 0 14 5 14 1 14 14
split_gain=1326.25 1746.49 4519.5 2711 2616.45 7764.12 4093.01 3698.61 3622.96 3589.03 3430.32 3381.47 3375.72 2812.41 3652.95 2892.86 2764.16 3673.29 2681.5 2615.63 2613.61 2574.82 2763.21 4623.96 4032.98 3510.83 3668.64 3278.36 2574.2 2430.07 2349.89 3713.67 3192.37 2900.26 2651.81 6112.58 2345.15 2239.66 5030.23 6961.97 6753.54 4913.45 9533.87 4492.64 5744.16 3975.55 3253 4537.03 3238.6 3152.15
threshold=1.0000000180025095e-35 12.500000000000002 1479.7281650000002 0.913664596273292 3.5000000000000004 0.10620300751879701 0.053342816500711245 1786.9233750000003 3.5000000000000004 31.500000000000004 528.27941586540339 8.5000000000000018 0.074537037037037054 0.41763565891472876 2.5000000000000004 15.500000000000002 2626.2240200000001 20.500000000000004 0.26138716356107666 3.5000000000000004 700.38135086540331 6.5000000000000009 0.096006144393241177 19.500000000000004 921.51646003207009 0.36939571150097467 7.5000000000000009 0.84731934731934744 15.500000000000002 5.5000000000000009 614.34713878207003 2.5000000000000004 663.38198003207015 13.500000000000002 3.5000000000000004 1.5000000000000002 1831.8519550000003 1713.9010500000002 2.5000000000000004 858.97015253207007 587.33831253207006 843.37797003206992 0.94868421052631591 773.89375253207015 0.15504807692307696 1.5000000000000002 0.42678571428571432 2642.3902950000006 0.045983086680761107 0.30860805860805868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 6 8 -8 16 10 12 -11 -7 29 -15 -16 17 -3 36 -4 -19 37 24 -24 -23 26 -25 -27 -20 30 31 -10 -32 -33 -34 -36 -9 -12 41 40 -40 42 43 -39 45 -45 47 49 -41 -42
right_child=-2 4 3 -5 -6 9 7 18 13 11 21 -13 -14 14 15 -17 -18 20 28 -21 -22 22 23 25 -26 27 -28 -29 -30 -31 32 33 34 -35 35 -37 -38 38 39 48 46 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=0.0015245214870991876 -0.0033703569523975603 0.062714104934700796 -0.1917451924734318 0.040337218066708105 0.0074848302395177247 0.26658165906054926 -0.055810498679236556 0.60409145740972414 -0.72741924731125096 -1.5153386036554972 0.060313974082395021 0.067314943119331644 -0.26659271419847141 -0.11237844012416245 0.19137105925806933 1.7562941849852605 -0.99144984086354582 1.5862552181534146 -0.9445269382812761 0.016117376110478476 0.40059311941905745 1.7619442889932544 0.67790220767024945 1.1934496098094518 0.14805612047513325 -1.6368986711502076 -0.19650815641507507 -0.017426063597202304 -0.1978157815589032 0.82905508631042069 0.28466764531896022 0.37032528336752546 -0.086500507693842391 -0.27969917536307221 -2.0395341075787488 0.37598562479019165 -0.30721439788123883 0.23767806058530438 0.96779672550527673 1.2919627084732057 -0.55224177476628256 0.10928289757138764 1.776474404335022 0.59457604962010535 0.14163255128595564 2.0952704339901485 0.012044605404831642 0.64553917923143933 0.13135567419824137 -1.4384097191881626
leaf_weight=80583 387243 2769 2657 1033 85754 158 777 31 145 27 7409 27 478 57 21 27 24 23 132 784 97 32 127 27 30 25 64 25 71 28 237 88 2027 312 22 20 317 1562 38 25 275 2802 44 31 63 41 129 28 628 47
leaf_count=80583 387243 2769 2657 1033 85754 158 777 31 145 27 7409 27 478 57 21 27 24 23 132 784 97 32 127 27 30 25 64 25 71 28 237 88 2027 312 22 20 317 1562 38 25 275 2802 44 31 63 41 129 28 628 47
internal_value=0 0.00679135 -0.00390693 -0.101735 0.0152861 0.0465955 -0.0377401 -0.196346 -0.00202221 0.0896816 0.0928005 -0.724012 -0.134137 -0.0794661 0.428887 1.07164 0.0773093 0.0861879 -0.394524 -0.144386 0.627845 0.10353 0.379412 0.240232 0.981031 -0.153982 0.215897 -0.827162 -0.683362 -0.0980063 -0.107111 -0.293859 -0.062975 -0.136694 -0.102797 -0.889287 -0.226035 0.0965919 0.14364 -0.0412617 -0.315409 0.191259 0.323193 0.285512 0.838969 1.44914 -0.417209 -0.575419 0.175789 -0.681589
internal_weight=0 192178 85057 4474 107121 21367 7225 1328 5897 14142 14088 54 636 2984 105 48 2913 2889 551 3441 120 13452 330 268 62 141 91 50 203 2879 2851 545 2306 400 2069 42 348 13122 5713 1170 517 4543 1741 1697 135 72 479 350 653 322
internal_count=579421 192178 85057 4474 107121 21367 7225 1328 5897 14142 14088 54 636 2984 105 48 2913 2889 551 3441 120 13452 330 268 62 141 91 50 203 2879 2851 545 2306 400 2069 42 348 13122 5713 1170 517 4543 1741 1697 135 72 479 350 653 322
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=51
num_cat=0
split_feature=3 1 14 14 4 1 3 14 6 0 1 4 5 1 1 0 1 10 10 10 1 0 1 3 13 10 0 0 10 2 1 10 1 0 1 1 7 1 9 1 0 0 10 10 0 2 9 10 3 5
split_gain=1266.02 11508.7 3489.94 4100.13 2877.39 3228.13 3505.94 2599.44 3555.82 5725.23 4044.46 4073.34 3430.43 3798.51 3668.41 4222.01 5427.07 3475.22 7256.84 4693.86 4443.44 4710 4121.58 3592.22 8012.42 3442.04 5443.58 3780.51 5189.7 3357.19 3177.38 3136.79 4625.27 4401.51 3089.49 3595.94 2940.27 9440.33 5735.61 3625.8 5362.37 6875.06 10276.9 7764.56 6892.25 5638.07 3460.27 2964.18 2926.49 3638.6
threshold=10.500000000000002 1295.5484800000002 0.39208074534161497 0.36939571150097467 2.5000000000000004 1208.6339050000004 9.5000000000000018 0.77951388888888895 1.5000000000000002 534.27361753207003 1485.6191150000002 1.5000000000000002 5.5000000000000009 3193.0687900000007 2796.3567100000005 964.0890050320703 2865.2936050000003 0.53033088235294124 0.81698564593301448 0.68237250554323736 2593.3173250000004 921.51646003207009 2177.0694450000005 22.500000000000004 0.042572463768115944 0.21525096525096529 928.48060753207005 928.48060753207005 0.28759398496240607 2.5000000000000004 2577.2599700000005 0.55086206896551737 1743.8858700000001 612.31222503207016 2428.1067250000006 2464.3507700000009 3.5000000000000004 2697.3841150000003 1.5000000000000002 2440.1592950000004 1199.6178025320703 942.50007253207002 0.43826219512195125 0.10620300751879701 902.44223919873673 3.5000000000000004 2.5000000000000004 0.19139194139194141 19.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -2 12 10 -10 -12 13 14 17 16 -16 23 19 29 22 -22 -20 34 -25 26 -26 28 -27 -19 -30 33 -33 -31 -9 -36 39 38 -38 -14 41 44 43 -43 45 -41 -40 -47 49 -13
right_child=7 -3 4 -5 5 6 -8 8 9 -11 11 48 36 -15 15 -17 -18 18 20 -21 21 -23 -24 24 25 27 -28 -29 30 31 -32 32 -34 -35 35 -37 37 -39 46 40 -42 42 -44 -45 -46 47 -48 -49 -50 -51
leaf_value=0.010653491757675304 -0.00086572511876186354 -0.2284328553259849 -0.062251586608769928 0.16160069202707072 0.006254477300420243 -0.40724848790800777 -0.062155351899530115 -0.0087562221404910278 -0.0075280674397745122 -0.023377520254559997 -0.51042104959487922 0.21915043753328597 0.11502416172538438 0.90778303319702358 -1.0022363216646257 -1.0740316236936129 0.70962366656116815 0.13224044346591274 0.026264068209568187 0.25683796382124924 1.7950317456804474 -0.023287326470017435 -0.27343521331915394 -0.85435403274453214 1.3311473174298065 -1.2523290940399829 -0.11495466323362456 1.2152851674556733 1.2175318264961243 -0.014487270968542857 -0.45099666716442227 0.083895719462498741 -0.44493532405806557 1.3251899389659658 -1.0591614456971488 -0.10273228107314361 -0.2116763511904618 -1.0996638722345233 0.71302969583163145 0.90399935174636648 -0.12859648196785539 1.0172987417741257 0.22108353143785059 3.5931807937622069 -0.92846723151289767 0.59991390188535065 -0.35385629471979646 -0.69523252706195038 -0.34419448888964127 0.83339928976893418
leaf_weight=31639 436865 2377 13388 1908 26352 319 3817 15203 372 20177 42 157 3404 49 31 65 46 2310 15364 2448 29 28 473 46 94 29 36 25 25 88 21 316 347 34 60 114 281 80 152 154 135 22 41 25 36 30 38 43 36 250
leaf_count=31639 436865 2377 13388 1908 26352 319 3817 15203 372 20177 42 157 3404 49 31 65 46 2310 15364 2448 29 28 473 46 94 29 36 25 25 88 21 316 347 34 60 114 281 80 152 154 135 22 41 25 36 30 38 43 36 250
internal_value=0 -0.0116961 -0.00504198 0.0192387 -0.0236067 -0.00663675 -0.0887716 0.00186812 0.0208993 -0.0126253 0.240522 0.430779 0.0378006 0.0279039 0.026746 -0.480554 0.0204333 0.0286882 0.0548447 0.153367 0.0204851 0.901822 0.017313 -0.00713351 0.350439 0.591398 0.930688 0.15032 -0.204669 0.0715268 0.455812 -0.107134 -0.192883 0.358865 -0.0135515 -0.432535 0.12088 -0.0953179 0.0752716 0.151504 0.407011 0.613014 1.37812 2.38745 0.357009 0.560874 0.499652 -0.162981 0.520012 0.596453
internal_weight=0 79800 77423 33547 43876 30488 4136 499621 62756 21034 857 485 41722 37281 37232 142 77 37090 21437 5543 15894 57 15837 15653 276 230 130 100 75 3095 46 785 663 122 15377 174 4441 551 471 3890 486 351 88 47 263 227 190 73 443 407
internal_count=579421 79800 77423 33547 43876 30488 4136 499621 62756 21034 857 485 41722 37281 37232 142 77 37090 21437 5543 15894 57 15837 15653 276 230 130 100 75 3095 46 785 663 122 15377 174 4441 551 471 3890 486 351 88 47 263 227 190 73 443 407
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=51
num_cat=0
split_feature=8 5 4 0 10 13 10 9 11 0 4 13 10 12 10 7 14 14 0 0 0 1 14 0 14 13 1 10 0 1 1 7 4 0 13 13 9 7 10 13 3 0 5 14 5 13 6 10 13 13
split_gain=1265.52 2466.47 3522.22 4833.97 2871.66 2739.34 2777.11 2712.85 2404.8 1963.78 1951.29 3886.83 3711.6 4364.88 5302.61 4660.16 4010.18 5503.58 3973.34 10540.3 7372.05 5751.2 4761.68 6464.07 4417.07 3724.43 3615.51 3456.01 3214.19 2874.39 7515.02 4197.71 2839.79 3747.66 5135.77 5188.57 3443.61 2764.17 3263.91 2605.51 3641.26 6183.92 2731.95 3012.98 3853.87 5525.29 5394.59 5572.57 3857.77 6195.61
threshold=6.5000000000000009 7.5000000000000009 6.5000000000000009 1165.0077825320702 0.044466403162055343 0.57321428571428579 0.33771929824561409 4.5000000000000009 0.046536796536796543 979.98498253207015 2.5000000000000004 0.080540540540540564 0.45080645161290328 1.5000000000000002 0.60232558139534886 1.5000000000000002 0.15075757575757578 0.16869918699186995 1051.9390100320704 905.47011253207006 884.09291836540353 3585.7070200000003 0.14119601328903655 1154.1210150320703 0.14119601328903655 0.036375661375661381 2268.1115500000001 0.78319623971797891 773.89375253207015 2865.2936050000003 2735.3542650000009 2.5000000000000004 3.5000000000000004 945.96035253207003 0.18301435406698566 0.30495169082125612 2.5000000000000004 1.0000000180025095e-35 0.03509852216748769 0.74596774193548399 32.500000000000007 1030.5273950320702 17.500000000000004 0.28062500000000007 11.500000000000002 0.47140522875816998 4.5000000000000009 0.30860805860805868 0.1012820512820513 0.30860805860805868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 6 -4 10 -2 -9 26 12 18 25 15 -15 27 -18 19 20 24 37 23 -20 -12 -14 -3 -16 -26 30 31 -13 -32 34 -34 -36 -37 -21 -39 42 -41 -42 43 44 48 46 47 -46 -31 -50
right_child=1 7 3 -5 -6 -7 -8 9 -10 -11 11 29 13 14 16 -17 17 -19 22 21 -22 -23 -24 -25 28 -27 -28 -29 -30 39 32 -33 33 -35 35 36 -38 38 -40 40 41 -43 -44 -45 45 -47 -48 -49 49 -51
leaf_value=0.00041577489194077058 1.079761829520717 0.02485479366507596 -2.4331575850645706 0.27719441354274749 -0.24171685752817873 -0.36755960136651994 -0.89544296342393626 1.3933280646153119 -0.12748866478602092 0.055811078207833431 -1.2701515703038737 0.031093608277385349 0.48493035565251885 0.31052560508251192 -1.5089390991674738 2.0607411590629612 1.9487142866566067 0.22871632203002648 2.352233221049866 0.43923044701417285 1.9033194795846939 -1.9094773990767344 -0.084889311657420238 0.27527867530494238 1.2263839631842881 2.3508177661895751 -0.37250178795454136 -0.080878892520794998 -0.23274415011207261 0.67692604035812809 -0.21555786422781043 -0.46531248674469278 -0.23806334083730524 0.17512186005495597 2.8841976664960387 0.48953398911327856 2.0183005322580754 0.1005362978577614 -1.572076724363225 -1.1962884631650201 1.3634111052751541 -0.70026019212772272 0.90353990483283997 -0.41192061788838769 2.2121285989661428 -0.61499988060248523 -0.23368491309029715 0.4605995770830375 -0.60872876983037039 0.23972226587130871
leaf_weight=574871 33 486 24 30 358 24 23 23 33 21 22 806 23 32 20 29 21 163 23 24 25 42 105 43 26 20 433 111 36 47 37 216 22 69 20 41 23 20 28 58 20 53 25 301 34 38 35 39 226 139
leaf_count=574871 33 486 24 30 358 24 23 23 33 21 22 806 23 32 20 29 21 163 23 24 25 42 105 43 26 20 433 111 36 47 37 216 22 69 20 41 23 20 28 58 20 53 25 301 34 38 35 39 226 139
internal_value=0 -0.0525312 -0.256393 -0.787095 -0.129976 -1.23679 -1.68066 -0.0259406 0.476137 0.754968 -0.0345715 0.00378333 0.191173 0.398366 0.289217 1.1426 0.12396 0.42502 -0.0291678 -0.307252 0.395843 -0.979508 0.333479 0.999066 -0.0528112 1.35278 -0.162365 -0.298903 0.379148 -0.0639568 0.0385738 -0.073822 0.580406 0.748696 1.12206 1.47828 1.03893 -0.437026 -0.875155 -0.18861 -0.604811 -0.134871 -0.126933 -0.156923 -0.019371 0.422101 0.787007 1.27638 -0.175815 -0.28562
internal_weight=0 4550 525 101 424 71 47 4025 66 44 3981 3062 813 419 376 61 315 184 394 223 109 114 171 66 84 43 919 131 62 2249 1234 1022 212 175 106 84 64 72 48 1015 131 73 884 859 558 146 108 73 412 365
internal_count=579421 4550 525 101 424 71 47 4025 66 44 3981 3062 813 419 376 61 315 184 394 223 109 114 171 66 84 43 919 131 62 2249 1234 1022 212 175 106 84 64 72 48 1015 131 73 884 859 558 146 108 73 412 365
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=51
num_cat=0
split_feature=0 1 4 10 9 6 11 9 8 9 10 10 2 0 6 10 13 9 13 1 14 14 7 5 0 13 13 0 14 10 0 14 3 11 8 10 0 14 14 7 11 4 14 4 3 0 12 5 10 10
split_gain=1251.33 3547.04 2282.06 1777.94 3328.88 1503.31 1472.2 1978.61 1383.84 2818.78 5628.88 6412.33 7933.94 5347.52 5430.46 5240.77 5218.42 5053.77 11986.2 7732.25 13258.1 9282.98 12722.7 8877.07 7633.59 7016.14 9810.65 10556.9 11916.8 9252.99 7986.08 6126.44 5740.45 8205.56 10278.4 12422 8185.3 5449.56 6902.27 5402.41 5716.61 10983.5 7542.59 5619.35 5609.93 14338.8 5495.22 9297.23 10351.8 20271.3
threshold=1462.7090825320704 3001.4799050000006 6.5000000000000009 0.04083333333333334 2.5000000000000004 13.500000000000002 0.036375661375661381 2.5000000000000004 2.5000000000000004 2.5000000000000004 0.19722222222222227 0.74133811230585434 2.5000000000000004 1187.5535858654036 4.5000000000000009 0.21132376395534294 0.028991596638655467 4.5000000000000009 0.45584415584415588 3069.4597500000004 0.79705882352941193 0.6478537360890303 2.5000000000000004 6.5000000000000009 1176.0554425320704 0.85092592592592597 0.45080645161290328 924.99774003207006 0.36939571150097467 0.075961538461538483 782.40568753207003 0.57979626485568769 28.500000000000004 0.26393188854489169 3.5000000000000004 1.0000000180025095e-35 997.54235919873679 0.79705882352941193 0.067424242424242428 1.0000000180025095e-35 0.030776515151515155 9.5000000000000018 0.18301435406698566 5.5000000000000009 27.500000000000004 815.91853253207012 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 0.12660256410256412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 -3 -4 -5 8 7 -2 -1 -10 17 12 -12 14 -13 16 -14 19 -19 32 21 24 -23 -22 25 26 31 28 30 -29 -28 39 -11 34 35 -34 37 38 -36 40 42 -42 44 -44 -21 -46 47 48 -41 -50
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 13 15 -15 -16 -17 -18 18 -20 20 23 22 -24 -25 -26 -27 27 29 -30 -31 -32 -33 33 -35 36 -37 -38 -39 -40 46 41 -43 43 -45 45 -47 -48 -49 49 -51
leaf_value=0.0018554926056671519 -0.080738088781791006 0.35248391972022491 0.28684627563921433 0.09775095091669761 -0.49153046159673547 0.77514475345611578 0.16784258907794625 -0.55679339338274836 -0.021385122094762461 -0.0084008413574466669 -0.11285072299390936 -0.22598816177755571 1.2834254954229385 0.90923261449143711 -1.284501157976963 0.11542202585463093 0.32331872510299442 0.37188638606532953 -0.58116846534423539 -0.13215832287265408 -3.1056486924489342 -0.12519194434086484 2.5981109053924167 -0.70497936315314724 0.34599788678852494 -2.0382736245258934 -1.2423430514335632 0.23507209855427103 3.1640092248008367 -1.7699144244194032 0.94664011651277546 -1.5579436621732183 3.3283015361854007 -0.76799914737542474 1.3578536167740822 0.56758127143749826 -1.1251171199714436 1.9733491115272046 -0.17611047754233533 -0.191047962623484 0.16500346064567567 -1.8573818910866977 -1.7005570459365846 0.17587147845497617 -4.083939846754074 -1.1458171564021282 -0.034098129086481278 -0.22056614798711283 -2.9215856824137951 0.61384902104087502
leaf_weight=481759 573 470 289 511 118 25 181 103 71065 9713 1553 473 68 37 54 7641 338 753 160 31 24 42 29 43 263 21 20 82 21 32 100 36 28 48 44 39 34 24 88 68 167 32 20 79 20 98 1177 749 55 23
leaf_count=481759 573 470 289 511 118 25 181 103 71065 9713 1553 473 68 37 54 7641 338 753 160 31 24 42 29 43 263 21 20 82 21 32 100 36 28 48 44 39 34 24 88 68 167 32 20 79 20 98 1177 749 55 23
internal_value=0 0.0745136 0.173283 0.0815345 -0.0127979 -0.00028983 -0.0854529 -0.153273 -0.000323419 -0.0113276 0.0180529 0.074835 0.0940872 -0.252861 -0.334451 0.134024 0.484125 -0.0226966 0.204867 -0.038377 -0.17287 -0.143402 0.987143 -1.56492 -0.169345 -0.21722 -0.203611 0.387843 0.966393 -0.327731 0.58181 -0.262641 0.00501308 0.432191 0.656352 1.72132 0.280812 0.587232 0.335211 -0.244129 -0.559427 -0.160204 -0.87977 -0.203205 -1.3293 -1.6438 -0.176109 -0.362865 -1.09288 -1.87909
internal_weight=0 2245 1388 918 629 577176 857 676 577151 95392 24327 10164 9600 564 527 8047 406 14163 913 13250 3232 3165 71 67 3094 2831 2810 255 141 114 120 2555 10018 305 257 67 190 156 132 2519 447 199 248 99 149 118 2072 895 146 78
internal_count=579421 2245 1388 918 629 577176 857 676 577151 95392 24327 10164 9600 564 527 8047 406 14163 913 13250 3232 3165 71 67 3094 2831 2810 255 141 114 120 2555 10018 305 257 67 190 156 132 2519 447 199 248 99 149 118 2072 895 146 78
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=51
num_cat=0
split_feature=7 3 0 0 2 10 10 9 14 1 1 10 4 1 14 5 1 4 14 9 0 12 13 11 12 8 1 10 6 13 12 1 0 13 7 14 9 0 1 1 7 1 14 1 13 9 12 14 0 7
split_gain=1269.3 1610.63 5267.54 4862.34 4440.98 6737.88 5130.23 12211.6 4462.68 4137.92 4311.27 4076.28 3449.2 6534.64 4563.89 3815.85 6250.44 8270.67 6137.91 8141.14 8441.6 10261.9 7445.84 5762.77 3669.4 4975.71 6013.24 9171.12 6338.51 7322.73 9968.92 7557.4 7266.66 6644.21 6118.33 7377.98 4593.52 9270.98 4331.53 3647.47 8457.92 5167.06 4831.16 6190.19 5794.83 4743.9 7417.3 4500.27 4419.8 8593.53
threshold=1.0000000180025095e-35 19.500000000000004 1051.9390100320704 562.62723503207019 3.5000000000000004 0.47140522875816998 0.16441441441441443 3.5000000000000004 0.36474501108647456 2350.1179550000002 1793.7476950000002 0.059714795008912663 7.5000000000000009 2108.9910100000002 0.096006144393241177 1.5000000000000002 3383.3926800000004 12.500000000000002 0.31909090909090915 4.5000000000000009 1127.0524375320704 4.5000000000000009 0.059714795008912663 0.030776515151515155 4.5000000000000009 1.5000000000000002 2940.4779350000003 0.12660256410256412 5.5000000000000009 0.13680926916221037 2.5000000000000004 3193.0687900000007 979.98498253207015 0.1012820512820513 1.5000000000000002 0.10762548262548265 3.5000000000000004 988.52755753207009 3035.3728750000005 2970.4994950000005 4.5000000000000009 2697.3841150000003 0.22792207792207794 3069.4597500000004 0.65450928381962881 2.5000000000000004 3.5000000000000004 0.32200460829493094 827.94593753207016 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 9 -8 -7 10 11 -6 24 14 -14 16 17 39 19 20 21 -18 -23 -24 25 26 -5 28 29 31 32 36 -31 -33 35 -32 37 -28 -30 41 42 -15 43 -41 48 -44 47 -47 49 -45
right_child=1 3 -4 12 5 8 7 -9 -10 -11 -12 -13 13 15 -16 -17 18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 38 30 34 33 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 45 44 -46 46 -48 -49 -50 -51
leaf_value=0.0055070788395766993 -0.0080871370679777965 -0.26172383326379695 -0.10586611009644241 0.053631362318584112 1.8838406155506773 -0.57084820583935769 0.77160078499860729 -0.25990363900549712 0.20890246391296388 1.2037071797996761 -0.015551137785185354 0.04077270720154047 1.3188123930731548 -0.054021289089299755 0.26017580307915178 -0.010732734877329965 0.28605588565807083 1.4566922518185208 -1.8416356757283212 0.96252567194975347 0.014844793649237666 -0.41676393412053586 -3.2099455298799455 -1.3410985758810332 -0.015296975350256104 0.0080219540811719593 2.5950144374009336 0.059181704947459536 -1.366367574532827 0.44769166988485004 -0.57609864430768154 0.96878409862518322 2.5472360119223598 3.3931542818362903 -0.31936493795908932 1.7824515296353234 -0.013134117743798666 0.51433673965759941 0.28481495583311039 0.46721190281945174 -1.3460493835963703 -0.30552990487066922 -0.087561692934619587 -0.10272798895835877 1.3861594700813296 -0.60141287885214156 1.5576396117416713 0.80851697687591839 -0.088122812025825087 -1.9194324170765669
leaf_weight=243001 203122 680 5505 22827 24 189 406 160 120 32 743 24 46 2914 355 30253 37 35 32 39 122 32 33 33 25371 40064 33 779 24 34 21 20 32 26 137 36 42 61 47 183 38 1135 82 60 20 38 78 56 194 46
leaf_count=243001 203122 680 5505 22827 24 189 406 160 120 32 743 24 46 2914 355 30253 37 35 32 39 122 32 33 33 25371 40064 33 779 24 34 21 20 32 26 137 36 42 61 47 183 38 1135 82 60 20 38 78 56 194 46
internal_value=0 -0.00397784 -0.00933532 0.00495836 -0.00674083 0.15431 0.248265 0.480009 -0.268032 0.088888 0.0437879 0.962307 0.00640431 -0.0198026 0.381615 -0.024342 -0.103413 -0.0750054 -0.525974 -0.383741 -0.588038 -1.13287 -1.66858 -2.27552 0.0168986 0.0296252 0.0655104 0.275389 0.603703 0.744584 0.404039 1.23108 1.46565 2.33908 0.0428721 0.913512 0.856312 1.24479 -0.273331 -0.0860726 0.109759 -0.124523 0.182838 0.00331923 -0.261969 0.538343 0.836739 0.238545 -0.371845 -0.891109
internal_weight=0 336420 210325 126095 204820 1698 1389 566 309 823 791 48 125415 35861 401 35460 5207 4879 328 296 257 135 98 66 89554 64183 24119 1292 513 442 260 182 66 46 194 57 136 94 71 4844 795 4049 757 503 320 254 172 94 300 106
internal_count=579421 336420 210325 126095 204820 1698 1389 566 309 823 791 48 125415 35861 401 35460 5207 4879 328 296 257 135 98 66 89554 64183 24119 1292 513 442 260 182 66 46 194 57 136 94 71 4844 795 4049 757 503 320 254 172 94 300 106
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=51
num_cat=0
split_feature=7 3 1 0 1 14 4 1 4 4 4 1 9 7 4 0 5 14 0 4 12 4 10 8 0 10 9 0 5 10 0 12 13 12 13 0 13 10 11 8 1 10 14 5 12 14 0 1 0 0
split_gain=1206.17 2028.44 5473.17 3659.8 3077.13 5933.24 7272.46 7429.62 5657.83 5192.4 6711.64 5089.23 4758.11 5096.23 4464.74 5501.88 8853.24 4393.6 4344.58 4259.21 4304.04 7224.82 6065.3 10955 8048.96 7108.07 6759.69 6084.77 8227.7 10650.1 8604.42 6249.87 5057.71 6269.64 4832.5 6325.53 4697.43 4354.44 4190.95 5499.17 12765.5 9289.45 4825.08 6635.09 7977.71 4947.43 4680.68 4498.76 4091.74 6633.39
threshold=1.5000000000000002 32.500000000000007 3757.3374450000006 793.40564253207015 3193.0687900000007 0.3373983739837399 11.500000000000002 3383.3926800000004 3.5000000000000004 7.5000000000000009 6.5000000000000009 3383.3926800000004 4.5000000000000009 3.5000000000000004 10.500000000000002 1020.5262783654035 5.5000000000000009 0.67054263565891481 1110.4908300320703 1.5000000000000002 4.5000000000000009 8.5000000000000018 0.41240409207161127 1.5000000000000002 1102.5722025320704 0.55718954248366026 2.5000000000000004 1095.5934300320703 1.5000000000000002 0.03509852216748769 840.46259753207016 5.5000000000000009 0.12060606060606062 5.5000000000000009 0.059714795008912663 884.09291836540353 0.22361111111111112 0.091966173361522213 0.36939571150097467 1.0000000180025095e-35 2912.4473000000003 0.36939571150097467 0.19292803970223329 3.5000000000000004 2.5000000000000004 0.087595907928388769 942.50007253207002 2697.3841150000003 1082.0615325320703 835.41881669873692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 14 12 8 -8 -7 10 11 -10 19 -14 -2 16 38 -11 -12 -6 48 -22 27 24 25 -24 -25 28 29 -23 31 -30 34 36 37 -36 -34 -32 39 40 41 -16 45 44 46 -41 47 -44 49 -21
right_child=1 3 -4 -5 5 6 7 -9 9 17 18 -13 13 -15 15 -17 -18 -19 -20 20 21 22 23 26 -26 -27 -28 -29 30 -31 32 -33 33 -35 35 -37 -38 -39 -40 42 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0027727471508003278 -0.0082128699468866084 -0.89266123190158764 -1.5522962223576462 0.05531682189166616 1.1416510684736845 -1.9352645485297495 1.7265792047276218 -0.47310743757656648 -0.1539752799314219 -0.41175484818633507 0.74943706038205526 -1.4559589579897492 0.46662057472200236 -0.8631547413766385 3.4760630671978001 -0.06593890240339384 2.0064262708977743 -1.1960917562246323 -0.7561310495371405 -0.1380120952804435 -0.032115918076103415 -0.64279465455827978 0.61973973564479667 -1.073941415857959 -0.12763887063453072 3.1339812603863804 0.76493616170353362 -0.18609907192739883 -0.62891438745934036 -3.4824449520111083 -0.28589903712272646 1.0381464123725892 -3.0742699227162773 -0.5437043921892033 -1.0079332683767592 1.0501837648451329 -1.32519803336438 -2.3726279777288437 -0.71859915848289224 0.75491491556167611 -0.23778943663293664 0.93677697506021063 -1.1022798711603339 1.3484646430091254 1.0703958067965382 -0.73316276233643296 -1.8112852054563437 0.84070263642531173 -0.13517638808833243 0.40997355770312877
leaf_weight=423144 144201 41 23 6072 29 23 34 28 143 447 115 38 290 32 25 365 34 85 23 371 1443 28 23 77 38 22 27 247 46 25 20 44 28 43 28 32 34 20 35 31 44 34 22 63 48 80 22 26 682 546
leaf_count=423144 144201 41 23 6072 29 23 34 28 143 447 115 38 290 32 25 365 34 85 23 371 1443 28 23 77 38 22 27 247 46 25 20 44 28 43 28 32 34 20 35 31 44 34 22 63 48 80 22 26 682 546
internal_value=0 -0.00750764 -0.00980632 0.0489587 -0.00957002 -0.0858305 -0.313384 0.733172 -0.387625 -0.345797 -0.0268046 -0.42732 -0.0348149 0.334469 -0.00688253 0.224524 0.453013 -0.537072 0.498509 -0.0656764 -0.0748324 -0.164769 -0.409551 0.0872252 0.943992 1.84892 -0.596541 -0.56568 -0.835096 -1.98225 -0.628997 0.186093 -0.986841 -1.47158 -0.477868 0.0897291 -2.1151 -1.32926 0.330185 0.423116 1.05135 2.01275 0.201512 0.519846 0.0774478 -0.317574 -0.603431 -0.049831 0.0503144 0.188269
internal_weight=0 156277 150164 6113 150141 5111 936 62 874 851 319 181 4175 322 145030 829 464 532 138 3853 3824 2225 782 187 83 45 104 595 348 53 295 90 205 105 100 60 62 40 430 395 103 59 292 181 118 111 70 48 1599 917
internal_count=579421 156277 150164 6113 150141 5111 936 62 874 851 319 181 4175 322 145030 829 464 532 138 3853 3824 2225 782 187 83 45 104 595 348 53 295 90 205 105 100 60 62 40 430 395 103 59 292 181 118 111 70 48 1599 917
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=51
num_cat=0
split_feature=7 3 9 14 14 5 14 12 4 3 0 8 13 5 12 13 6 13 0 10 3 4 0 11 0 0 13 13 6 6 14 10 10 10 0 10 12 10 11 13 7 10 3 0 5 8 0 4 0 12
split_gain=1196.52 2764.26 6925.3 6533.09 8154.94 5675.93 6914.37 4727.94 6804.79 11255.4 11463.8 6652.32 7498.63 6071.38 4831.02 4617.77 7124.27 7146.93 5854.69 4989.8 4579.53 4546.76 8348.45 10423.5 4546.53 6989.95 4630.57 4516.96 4087.55 13591.4 5606.45 4234.07 4489.35 4064.57 3916.89 3480.63 3123.07 2922.73 4897.86 2855.6 2064.06 1993.86 1904.58 5302.86 5891.42 4635.28 9905.81 5188.95 7922.48 9044.93
threshold=5.5000000000000009 38.500000000000007 3.5000000000000004 0.15075757575757578 0.21807065217391305 9.5000000000000018 0.11583184257602865 4.5000000000000009 8.5000000000000018 41.500000000000007 1135.5863325320704 1.5000000000000002 0.067424242424242428 10.500000000000002 3.5000000000000004 0.15075757575757578 2.5000000000000004 0.23166368515205729 1403.2040600320704 0.27842377260981915 39.500000000000007 11.500000000000002 1127.0524375320704 1.0000000180025095e-35 1030.5273950320702 1243.5699533654035 0.21807065217391305 0.096006144393241177 2.5000000000000004 1.5000000000000002 0.1012820512820513 0.81934731934731941 0.57321428571428579 0.28759398496240607 1063.5212350320703 0.95060975609756104 7.5000000000000009 0.3816526610644258 0.16064516129032261 0.12060606060606062 2.5000000000000004 0.25290697674418611 37.500000000000007 975.99820503207002 10.500000000000002 7.5000000000000009 997.54235919873679 6.5000000000000009 1015.5416250320701 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 42 7 5 -5 6 21 8 13 24 -11 12 -9 14 -3 18 -17 19 28 -18 -15 22 23 -4 -10 26 -26 -6 29 30 -13 32 37 -22 -35 -36 -31 38 41 -14 -27 -30 -1 44 -44 46 -45 -48 -49 -50
right_child=-2 2 3 4 27 -7 -8 11 9 10 -12 15 39 20 -16 16 17 -19 -20 -21 33 -23 -24 -25 25 40 -28 -29 31 36 -32 -33 -34 34 35 -37 -38 -39 -40 -41 -42 -43 43 45 -46 -47 47 48 49 -51
leaf_value=0.00030925204212009749 -0.046112223845757326 0.73018811543782558 -1.5807476100467501 -1.3835628374930353 1.4210429121740162 2.2329581909378371 2.2513903860002755 1.9947427013090679 0.65684756755828866 2.112986514882909 -0.53383762518564859 -0.33289574044091363 -0.80300263547897333 1.4435140405931781 2.6801084167013567 -1.2803810748186979 0.45587770213251533 -0.55785585825259865 0.21912564833958947 2.517080750068029 -0.78517549376229989 -0.50755456811503363 2.4180316078922024 1.3446408033370973 -2.9227813990219782 0.49486241096800027 -0.84225752830505385 -0.35345492752698754 -2.2523283621749366 1.856148182262074 -2.6436265695662726 -0.0022172620802214655 -2.6485869002342226 -0.67857329249382026 2.0011383229494095 0.30906980535195722 0.22249963378906248 0.041282968010221216 -0.27814658157753225 0.7787855574062893 -0.74823359882130347 -1.0962895724773407 1.9606859010198843 -2.0586327101245074 -0.23645306046192466 0.75774606897642738 -0.9282357406379147 1.3366918126742044 -2.0544921929836275 -0.054588343410552298
leaf_weight=572199 5573 27 21 31 32 30 24 28 20 36 30 21 25 31 24 22 23 26 87 24 37 38 23 29 23 22 20 26 37 22 21 33 20 20 20 31 25 21 33 21 34 25 23 33 26 38 88 36 25 237
leaf_count=572199 5573 27 21 31 32 30 24 28 20 36 30 21 25 31 24 22 23 26 87 24 37 38 23 29 23 22 20 26 37 22 21 33 20 20 20 31 25 21 33 21 34 25 23 33 26 38 88 36 25 237
internal_value=0 0.000447825 0.155806 0.616306 -0.0742349 0.98878 0.712296 0.0242341 0.294226 -0.137474 0.909885 -0.172745 0.70449 0.714566 1.6478 -0.32028 0.297079 0.772478 -0.490277 1.50841 0.372158 0.379518 0.841282 0.115978 -0.718363 -0.996183 -1.9551 0.625578 -0.729494 -0.181002 -1.48826 -1.01834 -1.2649 0.0646386 0.5075 0.972626 0.987186 -1.02634 -1.26234 -0.0808819 -0.259874 -1.78618 0.000137763 -0.193787 0.794857 -0.29979 -0.3957 -0.253533 -0.0542914 -0.245419
internal_weight=0 573848 1143 254 89 165 135 889 375 185 66 514 74 190 51 440 95 73 345 47 139 111 73 50 119 99 43 58 258 89 42 169 136 108 71 51 47 116 95 46 56 62 572705 506 49 457 419 386 298 262
internal_count=579421 573848 1143 254 89 165 135 889 375 185 66 514 74 190 51 440 95 73 345 47 139 111 73 50 119 99 43 58 258 89 42 169 136 108 71 51 47 116 95 46 56 62 572705 506 49 457 419 386 298 262
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=51
num_cat=0
split_feature=3 0 10 10 9 0 5 0 1 6 3 0 14 14 5 12 14 0 4 10 2 6 13 12 3 1 10 9 2 2 3 0 10 0 10 10 14 13 13 0 3 13 10 0 5 13 9 3 13 10
split_gain=1199.09 4316.33 3164.82 14074.5 15635.4 15270.3 11133.9 17892.7 12598.9 11863.6 15178.2 10886.7 9839.93 9530.71 8659.83 7967.11 7812.55 11325.5 7162.18 7113.33 11436.9 17588.4 14982.2 8474.03 8416.95 7394.35 6498.4 8101.04 19053.6 34464.5 11624.2 11001.3 13169.6 10696 9738.05 9416.2 10178.3 8823.46 17172.9 11348.5 8697.85 21094 14960.1 12002.9 10807.3 9866.75 8881.01 15564.5 8498.64 18773.2
threshold=18.500000000000004 1075.5508225320702 0.80277777777777792 0.9104278074866311 2.5000000000000004 1057.5680575320705 9.5000000000000018 1199.6178025320703 3247.4275200000006 1.5000000000000002 30.500000000000004 720.37334503207001 0.84731934731934744 0.87689393939393956 5.5000000000000009 9.5000000000000018 0.45080645161290328 1030.5273950320702 1.0000000180025095e-35 0.50609756097560987 2.5000000000000004 1.5000000000000002 0.47722567287784684 7.5000000000000009 20.500000000000004 2697.3841150000003 0.24695121951219515 2.5000000000000004 3.5000000000000004 2.5000000000000004 28.500000000000004 1154.1210150320703 0.43050193050193059 915.06066003207002 0.37668918918918926 0.31698564593301443 0.074537037037037054 0.19292803970223329 0.23166368515205729 1088.5892550320702 29.500000000000004 0.57321428571428579 0.41763565891472876 848.40826753207011 5.5000000000000009 0.33771929824561409 3.5000000000000004 23.500000000000004 0.19292803970223329 0.40270270270270275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 5 11 9 8 -8 10 -7 18 15 -14 -12 16 -13 -18 -4 26 21 22 24 -22 -21 -26 -2 33 29 -29 35 32 34 -28 -32 36 -31 39 -39 -34 43 44 -43 46 45 48 47 -30 -42 -50
right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 14 12 13 -15 -16 -17 17 -19 -20 20 23 -23 -24 -25 25 -27 27 28 40 30 31 -33 37 -35 -36 -37 -38 38 -40 -41 41 42 -44 -45 -46 -47 -48 -49 49 -51
leaf_value=-0.0024569953196181262 -0.0051716102404628624 -0.15569185830630528 -1.872524242174058 0.0054615242975258674 -0.38202099667590805 0.053875222290948578 0.53760594107210646 -0.60072446624364928 3.8760495532017489 -0.34303875874830875 0.1655686833641746 0.31418552493445501 -2.0110792545171883 -0.015773943461329733 2.6974700747217453 1.7501574671545694 0.80199902630725439 -0.73285282712716326 -0.0011209528214391083 -0.048130068281012267 -0.10607703696284076 -0.16087321973174384 0.57362868913216314 0.20256535003544204 0.32874538058573921 -0.19530388375588525 -0.083953299389531541 -0.202700389183188 0.35165831125097358 -0.41939046469330787 0.93245279017398364 0.13646001826985171 -0.26119568745295207 0.079967240922537403 -0.16678521839522684 0.33057751878485758 0.16992351082225976 4.5320730150297832 1.1754577133485249 2.1719696350213957 -0.80738874916887782 2.0810209086040654 -0.91860733602357958 1.2762454919020336 -0.078821384327916008 -2.1515248365022921 -0.19761636113122139 -0.10291656927196838 -0.92052466766908769 1.7279576595062798
leaf_weight=386987 82608 1847 21 43652 515 1332 20 34 26 905 22 3128 26 302 35 43 637 52 782 2076 17573 2435 769 937 1618 323 7846 1769 1355 350 281 278 36 8080 113 4273 1802 27 35 41 393 60 23 75 520 44 1509 1696 64 46
leaf_count=386987 82608 1847 21 43652 515 1332 20 34 26 905 22 3128 26 302 35 43 637 52 782 2076 17573 2435 769 937 1618 323 7846 1769 1355 350 281 278 36 8080 113 4273 1802 27 35 41 393 60 23 75 520 44 1509 1696 64 46
internal_value=0 -0.00318488 0.00649776 0.0276659 0.150669 0.187918 -0.0208633 1.13881 2.42455 -0.0613053 0.122258 0.287226 0.351896 -0.173938 1.72024 0.396579 0.38133 0.686161 -0.0500618 -0.00134688 -0.0488121 0.0579287 0.16925 -0.0904532 0.0918369 0.241539 0.00943043 0.0487013 0.101993 0.192966 0.289695 0.64644 0.912434 -0.000788791 0.617189 0.244665 0.0740778 1.74931 2.63721 1.03439 -0.0396174 -0.285785 1.2498 0.0214597 -0.405235 -0.715536 0.000821803 0.0989677 -0.589923 0.187022
internal_weight=0 388834 190587 51532 7880 7365 2374 80 46 2294 1389 4991 4188 328 57 3860 3817 689 803 139055 25731 7221 4786 18510 4017 1941 113324 30716 14790 9005 7236 811 533 15926 394 6425 2152 139 62 77 5785 1150 83 4635 1067 547 4560 3051 503 110
internal_count=579421 388834 190587 51532 7880 7365 2374 80 46 2294 1389 4991 4188 328 57 3860 3817 689 803 139055 25731 7221 4786 18510 4017 1941 113324 30716 14790 9005 7236 811 533 15926 394 6425 2152 139 62 77 5785 1150 83 4635 1067 547 4560 3051 503 110
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=51
num_cat=0
split_feature=12 2 10 0 1 13 3 14 0 11 0 4 12 3 13 3 0 9 7 7 1 5 13 12 8 14 2 3 8 10 10 10 0 13 3 3 4 13 10 6 14 0 14 4 8 13 3 10 6 13
split_gain=1317.77 4068.52 6753.18 4924.17 4741.23 8433.88 8322.25 5941.97 8526.86 8636.42 8823.09 6964.72 8744.74 9945.58 4958.93 6462.4 4789.13 4751.75 5980.31 11540.8 6714.72 6283.03 6163.5 5817.51 9450.87 4744.3 4681.64 6811.83 5927.74 9265.14 7672.29 5546 5770.94 17203.9 10131.6 8727.66 6196.56 7984.55 9554.67 7396.38 10504.3 4608.36 4571.79 4555.89 4538.06 4469.14 4382.33 4379.33 4323.82 3839.69
threshold=7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1082.0615325320703 3585.7070200000003 0.18065268065268067 33.500000000000007 0.10435571687840291 931.97496003207004 1.0000000180025095e-35 1035.9671475320704 10.500000000000002 10.500000000000002 35.500000000000007 0.14459930313588851 33.500000000000007 997.54235919873679 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3247.4275200000006 4.5000000000000009 0.091966173361522213 8.5000000000000018 1.5000000000000002 0.16869918699186995 3.5000000000000004 22.500000000000004 4.5000000000000009 0.49418604651162795 0.22401433691756276 0.04083333333333334 964.0890050320703 0.12660256410256412 37.500000000000007 36.500000000000007 7.5000000000000009 0.028991596638655467 0.32971014492753631 1.0000000180025095e-35 0.070598006644518277 843.37797003206992 0.15894736842105264 2.5000000000000004 1.5000000000000002 0.059714795008912663 30.500000000000004 0.39339826839826847 1.0000000180025095e-35 0.15075757575757578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 17 7 -7 11 -9 -10 25 12 14 -14 15 44 -17 46 20 21 42 23 -21 41 -25 -11 27 43 31 30 -30 -28 36 34 35 45 -33 -38 39 -39 -41 -20 -19 -4 -6 47 -3 -34 -24 -35
right_child=1 2 26 -5 5 6 -8 8 9 10 -12 -13 13 -15 -16 16 -18 18 19 22 -22 -23 48 24 -26 -27 28 -29 29 -31 -32 32 33 49 -36 -37 37 38 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.00063895688218272399 -0.14088785990062 -0.061941951293929903 0.5432990255845761 0.1311510214205856 0.31111533832550053 -0.32028512222071492 -2.8579691589943002 -2.7035033632069827 1.2657512549843108 -1.2130400715638763 -2.6957323702898894 -1.5497672132083349 0.021084574935957792 -2.5079782247543339 1.8963399348051653 1.4732931755026994 -0.045814588500393764 -0.54054382427742609 -0.25746750622278169 1.0553937663392323 1.2371250452222053 0.21877546086907387 0.4031240068100117 -1.3578130989539916 -3.966549839292254 0.89287840902805338 1.0383284197434 -0.06865628025931074 -0.027128293953443829 0.67961728174467484 -1.9773270801056264 0.23829634929489762 1.9434491157531739 3.3862414431571963 -0.52726997507943041 2.400196586806199 0.77933842581179413 -0.27762237761331643 0.31805505438430892 -0.90763814330101023 -4.1486771705746648 -1.9722778172492981 1.0050198023733887 0.072163895932691444 -1.635238040011862 -0.80673749291378527 0.9112297639250756 -0.12417237520217897 -1.3032359721082631 1.6090362641119189
leaf_weight=569203 2700 1286 337 604 25 24 28 22 21 23 22 28 48 23 23 49 36 114 42 41 37 24 27 41 21 20 95 2560 38 49 43 720 21 20 90 29 36 23 37 20 20 25 23 525 23 23 48 20 33 31
leaf_count=569203 2700 1286 337 604 25 24 28 22 21 23 22 28 48 23 23 49 36 114 42 41 37 24 27 41 21 20 95 2560 38 49 43 720 21 20 90 29 36 23 37 20 20 25 23 525 23 23 48 20 33 31
internal_value=0 -0.0355937 0.00222147 -0.121474 -0.191564 -0.495649 -1.68673 -0.325026 -0.946711 -0.497299 -1.0669 -0.0617241 0.121823 -0.798189 0.540547 0.306086 0.829906 -0.119943 -0.409865 -0.719249 0.0417649 -1.26691 0.110383 -1.54332 -2.24142 -0.233543 0.0748407 0.0132138 0.235211 -0.405805 -1.06242 0.305534 0.241666 0.681754 0.229101 0.961072 0.121362 -0.497701 -0.957436 -1.70653 -2.52816 -0.897322 -0.28107 0.256355 -0.621512 0.308969 -0.0269253 0.934853 -0.535374 2.30598
internal_weight=0 10218 7518 2781 2177 415 52 363 108 86 65 255 227 71 156 133 85 1762 428 254 174 153 101 129 62 43 4737 3422 1315 130 81 1185 1090 234 183 93 856 136 100 63 40 67 137 862 48 64 1334 41 60 51
internal_count=579421 10218 7518 2781 2177 415 52 363 108 86 65 255 227 71 156 133 85 1762 428 254 174 153 101 129 62 43 4737 3422 1315 130 81 1185 1090 234 183 93 856 136 100 63 40 67 137 862 48 64 1334 41 60 51
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=51
num_cat=0
split_feature=3 14 0 10 1 1 1 6 0 3 3 4 6 1 1 9 3 10 10 9 14 4 10 6 10 10 9 2 7 0 6 3 1 13 8 0 14 14 14 14 13 13 5 5 7 4 4 2 3 1
split_gain=1174.16 2124.7 1578.8 2937.61 2975.84 8771 2882.3 2231.38 2195.88 2076.39 2259.79 2110.83 2725.79 1834.1 2054.88 1828.97 2200.08 1580.65 1489 1985.2 1447.8 1424.58 1407.97 1376.76 3180.58 6706.61 12425.5 9751.66 5937.36 6022.87 5907.42 8075.55 7430.98 7998.11 6012.75 6095.31 5644.41 10198.3 10019.3 5284.56 4718.36 4457.32 4148.56 6495.51 7933.66 12660.2 8801.11 8187.43 7132.01 5976.08
threshold=7.5000000000000009 0.56904761904761914 414.71305928207005 0.77346041055718484 1525.7882200000001 1240.6124950000001 1105.6075450000003 1.0000000180025095e-35 453.23590169873665 8.5000000000000018 15.500000000000002 2.5000000000000004 2.5000000000000004 959.99762750000014 1046.5740349999999 3.5000000000000004 13.500000000000002 0.53950103950103967 0.096006144393241177 2.5000000000000004 0.28062500000000007 1.5000000000000002 0.77346041055718484 1.0000000180025095e-35 0.037749287749287756 0.075961538461538483 3.5000000000000004 2.5000000000000004 3.5000000000000004 861.91193253206995 2.5000000000000004 25.500000000000004 3105.9957700000004 0.27386363636363642 2.5000000000000004 791.3565587820699 0.18834459459459463 0.3623737373737374 0.13423423423423428 0.19139194139194141 0.27149877149877155 0.81101190476190488 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 5.5000000000000009 4.5000000000000009 3.5000000000000004 36.500000000000007 3585.7070200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 5 6 13 -8 9 -4 11 18 15 -2 -15 22 -17 -9 -11 -20 -1 -3 -13 -10 -25 26 27 -26 29 30 31 -28 -32 -34 35 -33 38 -38 -30 -36 -39 42 49 -44 45 -45 47 -46 -48 -29
right_child=2 21 8 -5 -6 -7 7 17 23 10 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 28 41 36 -31 32 34 33 -35 39 -37 37 40 -40 -41 -42 -43 43 44 46 -47 48 -49 -50 -51
leaf_value=-0.096725746979271734 -0.10122980032737057 -0.39362737738553966 0.013504285720415996 -0.19169568939532122 -0.47441390651193532 2.2409996879952296 -0.012091571968048812 0.44279486519624911 0.0061570998172648843 -0.068537372941205252 0.5188452447730082 -0.021956397711335403 1.0583482333592007 1.6709198047717413 0.57462220505568318 0.037468847559719555 -0.93414180941051905 -0.046190820833047236 -0.24310879389912349 -0.65626239777566531 0.085990146208743415 -0.096337940360933169 -0.25085788028272377 0.015503049214909886 0.0027138861790339999 -0.0053965515910188201 0.22505920046074379 -0.23280306337423046 0.40823214190346857 -0.21827714583110114 0.38910537342216528 -2.1486270910984762 3.0292326145172122 0.44530494938726006 1.3465792565118699 -0.17254414723979103 -1.1116618549789894 2.0442046741644542 2.9998056191664477 -0.89683753067538852 0.017701080963015557 -0.48005489081819158 0.031890583737420548 -0.33362817911914106 0.21945536789298059 2.4267276863257092 -1.3736858391165734 -1.3751486888745936 0.36488081003938405 -1.6057522013783456
leaf_weight=658 30 175 1887 267 66 21 560 249 254446 276 54 1447 21 21 92 41 54 90 457 156 1272 2042 330 67504 3557 235983 785 3422 35 409 178 37 25 23 21 27 33 27 26 21 20 541 1556 54 150 24 150 41 28 32
leaf_count=658 30 175 1887 267 66 21 560 249 254446 276 54 1447 21 21 92 41 54 90 457 156 1272 2042 330 67504 3557 235983 785 3422 35 409 178 37 25 23 21 27 33 27 26 21 20 541 1556 54 150 24 150 41 28 32
internal_value=0 -0.0530198 0.000382206 0.106599 0.177143 0.217597 0.176819 0.110487 0.000123826 -0.067781 -0.121866 -0.134303 -0.0746097 0.59383 0.778359 -0.0873191 -0.514815 0.312976 -0.261411 -0.348251 0.0236963 -0.119805 -0.0644648 0.000687318 -0.00373507 -0.0089884 -0.0845199 -0.128471 0.167404 0.110037 0.230252 0.114431 0.686874 1.7911 -0.704843 -1.31497 0.788268 0.235784 1.51284 0.224871 1.18186 -0.206268 -0.179126 -0.0646289 -0.400612 0.515712 -0.594306 -0.122842 -1.1002 -0.245523
internal_weight=0 4147 575274 1396 1129 1063 1042 899 573878 4723 2836 2782 1893 143 113 1872 95 339 889 613 1930 2217 1777 569155 314709 247205 11222 9555 1667 1526 1117 891 226 48 106 64 141 80 61 42 47 5998 5457 2003 447 78 369 191 178 3454
internal_count=579421 4147 575274 1396 1129 1063 1042 899 573878 4723 2836 2782 1893 143 113 1872 95 339 889 613 1930 2217 1777 569155 314709 247205 11222 9555 1667 1526 1117 891 226 48 106 64 141 80 61 42 47 5998 5457 2003 447 78 369 191 178 3454
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=51
num_cat=0
split_feature=3 0 1 3 0 12 7 9 10 10 3 10 5 10 4 13 12 0 3 4 0 3 0 6 14 14 5 6 9 9 10 0 6 4 0 1 3 6 0 13 14 12 14 13 14 0 1 0 10 6
split_gain=1135.5 6495.06 3749.65 6084.15 4971.12 3519.14 3241.97 3241.12 3387.5 7144.64 5406.8 3246.42 3959.7 3098.47 2698.65 2673.25 2641.17 2623.09 2584.47 2552.62 2887.4 2571.68 2506.51 4950.38 3941.55 3963.93 2453.6 2437.63 2429.03 2408.52 3981.46 3033.07 2453.81 2290.37 3646.49 3272.61 2505.18 2229.08 2326.16 2184.02 2172.45 4730.04 4084.46 4875.08 4036.92 3956.04 5014.48 3768.27 5939.25 4792.72
threshold=11.500000000000002 690.64043336540351 1501.7630700000002 13.500000000000002 414.71305928207005 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.74133811230585434 0.59729729729729741 7.5000000000000009 0.79361054766734285 1.0000000180025095e-35 0.85504201680672276 5.5000000000000009 0.18065268065268067 2.5000000000000004 414.71305928207005 12.500000000000002 1.0000000180025095e-35 585.34972753207001 19.500000000000004 514.95395336540344 3.5000000000000004 0.23205128205128209 0.74679487179487192 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 0.59729729729729741 655.65993336540339 1.0000000180025095e-35 1.5000000000000002 680.83724253207004 1479.7281650000002 13.500000000000002 2.5000000000000004 550.61510669873678 0.74596774193548399 0.29520697167755999 11.500000000000002 0.15075757575757578 0.79057017543859665 0.29864864864864871 1088.5892550320702 3305.7150050000014 952.97267003207003 0.95553359683794481 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 -2 14 -4 8 9 15 -11 -10 13 -13 33 -1 -3 -14 -8 20 21 26 23 24 -21 -26 28 -19 37 31 -31 -16 -33 34 35 -6 -37 38 -5 -17 42 44 -24 -44 45 46 -42 48 -46 -49
right_child=2 16 3 19 5 -7 18 -9 11 10 -12 12 17 -15 29 39 -18 27 -20 22 -22 -23 40 -25 25 -27 -28 -29 -30 30 -32 32 -34 -35 -36 36 -38 -39 -40 -41 41 -43 43 -45 47 -47 -48 49 -50 -51
leaf_value=-0.043954684647081153 1.2696347847580911 -0.19022605088979938 -0.029031883151981866 0.12867580350378324 0.02832982830706084 -0.051049600578384126 -0.313580798107155 -0.24081755576743388 -0.14356041630292557 -0.3554225649326167 0.12879110140059732 -0.16354312921867395 -0.23226890783317181 0.035822907479015301 0.33142667231860301 0.032581847264944938 -0.027242450297210292 -0.010905649192187675 -0.092935486979841914 0.26512950374226046 -0.068312064319189 -1.3373951879040948 0.0068181719659415 0.92609091131016619 -0.14514491686359546 0.23207647276179091 0.57545019984245305 -0.061009288173552369 0.08860428138655059 0.10358691852339062 0.45658207474584755 0.10506138112000069 -0.068918576734663659 0.017706923899784965 0.1887953895136788 -0.10499920086427168 -1.6319778828393845 -1.426321486865773 -1.1420055958032609 -0.022284081465981646 0.37131022627274535 1.4451819067415985 -0.021932431568134833 0.47860848827048752 0.016808713136440594 -0.3266350324568037 2.003170530796051 -0.015421670500204166 0.19222338477239403 -1.4593793399955917
leaf_weight=9947 32 2685 16833 34 2802 5885 588 576 1999 239 6564 818 630 16585 354 22770 1579 30627 5463 745 2221 29 128897 72 869 410 26 14218 49 1160 441 1723 1531 54129 2099 22 21 34 25 10648 322 23 90742 195 100463 77 20 39209 1968 23
leaf_count=9947 32 2685 16833 34 2802 5885 588 576 1999 239 6564 818 630 16585 354 22770 1579 30627 5463 745 2221 29 128897 72 869 410 26 14218 49 1160 441 1723 1531 54129 2099 22 21 34 25 10648 322 23 90742 195 100463 77 20 39209 1968 23
internal_value=0 -0.00866709 0.00226109 -0.00157455 0.0235343 0.022966 -0.0515987 -0.00419717 -0.00301247 0.0165011 0.11178 -0.0181019 -0.0141134 0.026452 0.0297421 0.00155403 -0.129872 -0.0296375 -0.114376 0.00154933 -0.100857 -0.467773 0.00222953 0.111269 0.0822835 -0.0242217 -0.317659 -0.0267909 -0.481187 0.0987416 0.20082 0.0534455 0.0232042 0.0236578 0.0888107 0.0150435 -0.850733 -0.781399 -0.409749 0.0150999 0.00159808 0.0112342 -0.00463087 -0.0208591 0.011002 0.320941 0.466741 0.0100853 0.0201789 -0.0162682
internal_weight=0 119885 459536 389337 70199 70167 22884 115621 115045 50168 6803 64877 62878 17403 64282 43365 4264 45475 6051 366453 2418 197 364035 2096 2024 1279 168 44845 142 5209 1601 3608 3254 59073 4944 2845 43 93 59 33418 361939 142105 219834 90937 142082 419 342 141663 102431 39232
internal_count=579421 119885 459536 389337 70199 70167 22884 115621 115045 50168 6803 64877 62878 17403 64282 43365 4264 45475 6051 366453 2418 197 364035 2096 2024 1279 168 44845 142 5209 1601 3608 3254 59073 4944 2845 43 93 59 33418 361939 142105 219834 90937 142082 419 342 141663 102431 39232
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=51
num_cat=0
split_feature=0 1 9 10 12 7 0 0 4 10 8 1 3 14 14 10 11 14 8 10 14 14 14 1 10 3 14 4 3 11 10 0 1 13 5 0 4 3 4 9 0 13 6 4 5 14 13 4 1 5
split_gain=1161.48 2954.83 1418 2927.53 1496.34 1415.59 3847.57 3180.03 3924.23 5500.09 3811.87 3693.81 6207.01 4186.59 5747.92 3770.8 3516.69 3700.6 4242.86 4203.38 5217.11 3708.97 3421.27 4062.85 4434.72 3713.22 3189.28 2918.36 2925.24 5724.46 6317.16 7103.42 13310.2 11057.3 18133 9550.91 5657.34 7036.07 5934.1 5623.33 5541.49 5870.05 8338.48 6187.68 6782.56 6768.4 5622.36 5344.51 6419.96 6048.64
threshold=1462.7090825320704 3148.0373600000007 2.5000000000000004 0.19722222222222227 9.5000000000000018 4.5000000000000009 887.39409003207015 924.99774003207006 4.5000000000000009 0.96076923076923093 1.5000000000000002 3475.2235900000005 21.500000000000004 0.62731481481481499 0.25265957446808512 0.48074074074074075 0.40967365967365971 0.32200460829493094 3.5000000000000004 0.29520697167755999 0.087595907928388769 0.46247654784240161 0.053342816500711245 2716.2336750000004 0.24695121951219515 26.500000000000004 0.074537037037037054 10.500000000000002 25.500000000000004 0.5270467836257311 0.36939571150097467 861.91193253206995 3193.0687900000007 0.063164893617021281 2.5000000000000004 811.40578753207012 3.5000000000000004 26.500000000000004 5.5000000000000009 3.5000000000000004 742.6951750320701 0.11651583710407241 2.5000000000000004 5.5000000000000009 3.5000000000000004 0.28759398496240607 0.036375661375661381 3.5000000000000004 2518.2469050000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 27 8 9 11 22 12 -8 14 -14 -16 17 19 21 26 -21 -19 -10 25 -25 -24 -12 28 -7 30 31 32 39 -34 -35 -36 -33 -38 -39 47 -32 42 46 -43 -45 -46 -42 -30 -49 -50
right_child=1 -3 3 -5 -6 6 7 -9 10 -11 16 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31 40 36 33 34 35 -37 37 38 -40 -41 41 43 -44 44 45 -47 -48 48 49 -51
leaf_value=0.00043589039501017933 0.073551239878310901 0.27514866201939042 0.023432424878484983 -0.63148499101400379 -0.41789214377219858 -0.013446339346104889 0.15252496636472646 -0.060731094419883835 1.1122154307365417 1.2436802152664432 -2.8245387276013694 0.80625970462958019 -1.1502815136124218 -2.0321811820803717 1.0513380689280374 -0.7464692602306604 0.33781101001160491 0.10276006189259618 0.38929111783097436 0.63109434445699053 -1.2364254145668103 -1.5287858025023813 -0.24405140840931785 -0.18053792407435756 -1.9911609590053558 1.1542754845619203 -1.2738565317044657 -0.72602837997324332 0.15450851221417858 -0.71705874863960972 -0.60390312160764426 -0.19687346589976346 0.75251126732937124 -3.8608587849140168 -2.4323498159646988 0.062156520106575713 0.14882870316505434 2.8388077124953273 1.0231199244658151 -0.061033522734394323 1.1236653867440347 0.011691899233621005 -1.2678244965580794 2.0277798625263008 -0.55497477576136589 1.1681487072188899 -0.44600858298215001 2.3621783989447134 0.88903322020223374 -0.8443452125245875
leaf_weight=565387 1323 542 215 100 65 3822 160 5527 20 31 21 36 63 22 28 20 28 22 41 21 52 38 79 31 24 25 36 51 148 73 140 29 43 20 20 66 32 36 36 154 39 219 65 37 40 53 55 27 237 22
leaf_count=565387 1323 542 215 100 65 3822 160 5527 20 31 21 36 63 22 28 20 28 22 41 21 52 38 79 31 24 25 36 51 148 73 140 29 43 20 20 66 32 36 36 154 39 219 65 37 40 53 55 27 237 22
internal_value=0 0.0717886 0.00706681 -0.184478 0.050537 -0.000279231 -0.0345756 -0.0876739 -0.274281 -0.0296784 -0.475325 -0.14966 -0.267111 -0.771937 -0.522159 0.302252 -0.720574 -0.848864 -0.394774 -1.20166 -0.699194 -0.930552 -0.120466 -0.27552 -0.970628 0.0920849 -1.84516 0.0268896 0.0339835 0.147922 0.189519 0.365576 0.24419 -0.600026 -1.1487 -0.517961 1.03821 1.38261 1.93096 0.458116 -0.0468538 0.106664 -0.396957 0.336107 0.882621 0.42702 0.205239 0.64233 0.89477 0.741796
internal_weight=0 2245 1703 315 1388 577176 11789 6325 798 360 438 329 293 133 111 48 259 231 101 130 73 60 179 159 55 104 57 5464 5413 1591 1518 870 737 149 106 86 133 104 72 588 648 508 159 349 130 93 94 434 286 259
internal_count=579421 2245 1703 315 1388 577176 11789 6325 798 360 438 329 293 133 111 48 259 231 101 130 73 60 179 159 55 104 57 5464 5413 1591 1518 870 737 149 106 86 133 104 72 588 648 508 159 349 130 93 94 434 286 259
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=51
num_cat=0
split_feature=8 4 1 11 10 0 0 10 10 14 14 1 14 0 14 0 0 5 3 0 0 5 3 13 6 10 11 11 11 4 9 3 13 1 1 5 13 4 7 0 1 10 1 0 13 6 9 13 14 3
split_gain=1135.75 1749.59 3824.42 2717.01 3219.95 3058.16 6917.77 2299.72 3788.04 3966.42 6697.47 2184.15 5586.17 8506.51 6120.57 6242.07 5523.03 6783.17 5415.97 8807.56 8197.87 7781.54 8745.04 6229.42 5969.73 8368.86 5181.28 9172.44 5045.43 4816.23 6232.86 5612.05 4919.65 4396.24 3618.93 5049.6 8472.14 4464.56 4602.54 4644.82 6242 6855.72 5740.04 4418.7 4545.8 3960.65 3943.13 4775.82 4319.43 3947.06
threshold=1.0000000180025095e-35 8.5000000000000018 2504.0887350000007 0.15504807692307696 0.04083333333333334 750.39766253207006 893.04870836540351 0.967204301075269 0.96362433862433872 0.14119601328903655 0.23205128205128209 3475.2235900000005 0.070598006644518277 997.54235919873679 0.10762548262548265 1102.5722025320704 902.44223919873673 1.5000000000000002 28.500000000000004 1063.5212350320703 1035.9671475320704 3.5000000000000004 29.500000000000004 0.063164893617021281 1.5000000000000002 0.28759398496240607 0.17752100840336138 0.030776515151515155 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 33.500000000000007 0.1856158484065461 3148.0373600000007 2940.4779350000003 2.5000000000000004 0.03509852216748769 10.500000000000002 1.5000000000000002 956.7117450320701 2697.3841150000003 0.037749287749287756 2642.3902950000006 896.11410003207016 0.13423423423423428 1.5000000000000002 2.5000000000000004 0.037749287749287756 0.072299651567944254 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 11 -10 -11 18 13 16 15 28 -13 -18 34 20 21 23 -23 -20 25 -21 27 29 -14 31 32 -16 -31 -25 35 37 -37 38 -4 40 42 -42 -40 44 -39 -45 48 49 -36 -48
right_child=-2 2 7 -5 -6 6 -8 -9 9 10 -12 12 14 -15 26 -17 17 -19 19 24 -22 22 -24 33 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 46 36 -38 43 39 -41 41 -43 -44 45 -46 -47 47 -49 -50 -51
leaf_value=0.0047080314032132801 -0.0031189205136430173 -0.062153139611085255 -0.043910630471431296 -0.11721763637208155 0.20220581752394678 2.0412245738200654 0.073971801815610944 -0.72170803304328479 -0.31516564047854878 2.6033352624802362 0.15795449540019035 0.2559204545514337 -2.7678127133846284 -0.092616006433963782 0.0096818107825059167 0.53218893349170693 0.60127607746557754 2.8681597333965883 0.23774300759488887 0.09067049838824949 -2.4380004195066598 -0.90917436089366677 1.3345172430339614 -0.05252670835364949 -0.37884909369189435 2.1241148200528377 -0.73405757999420174 1.9555900216102602 -0.59609016957490346 0.92310069130391492 -1.17311636981639 2.2377990770339968 -0.73853389982666284 -1.6261033952236177 0.78959971411447782 1.813427085056901 0.1201967411148579 2.237157462324415 -0.56768647873341438 -0.093185170407586268 -0.14892722422219054 -1.5730378152580435 0.99161715046052012 0.60438843805001985 0.31884161243836084 -0.55581515359301725 0.88287082422863361 0.49728568896495684 -0.39714112572325105 -0.64759346859322653
leaf_weight=187070 387243 30 650 243 1274 39 33 43 23 21 24 29 20 75 26 20 22 33 33 67 26 32 38 22 108 29 50 32 23 49 44 20 28 92 38 32 386 21 99 213 49 109 31 56 30 62 22 431 159 72
leaf_count=187070 387243 30 650 243 1274 39 33 43 23 21 24 29 20 75 26 20 22 33 33 67 26 32 38 22 108 29 50 32 23 49 44 20 28 92 38 32 386 21 99 213 49 109 31 56 30 62 22 431 159 72
internal_value=0 0.0062847 0.0640268 0.19105 0.24549 0.78612 1.13957 0.00508402 0.0141531 0.75312 1.29913 -0.000722484 0.199044 0.681464 -0.0468044 -0.927342 1.37261 1.96141 -0.0330892 -0.353295 -0.760006 -0.558956 0.30883 -0.972188 0.131169 0.70494 0.175982 0.404635 -1.60619 0.107447 -0.223671 0.978428 0.31887 -1.32243 0.0250945 -0.0530802 0.249822 -0.148999 -0.21947 -0.447241 -0.709095 -1.13138 -0.195853 0.330951 1.10874 -0.00521006 0.213277 0.356432 -0.168227 -0.2894
internal_weight=0 192178 5108 1619 1376 102 72 3489 3446 68 45 3378 471 159 312 63 84 55 2907 447 243 217 70 147 204 96 249 199 43 167 121 46 77 114 2460 1738 418 1320 1151 501 288 158 130 169 51 118 722 525 197 94
internal_count=579421 192178 5108 1619 1376 102 72 3489 3446 68 45 3378 471 159 312 63 84 55 2907 447 243 217 70 147 204 96 249 199 43 167 121 46 77 114 2460 1738 418 1320 1151 501 288 158 130 169 51 118 722 525 197 94
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=51
num_cat=0
split_feature=3 1 1 4 1 9 14 0 6 6 4 10 10 14 0 0 13 4 4 0 11 10 5 8 0 4 4 0 6 14 5 12 6 10 0 6 10 8 8 13 6 0 5 8 14 13 13 13 14 10
split_gain=1137.2 4540.84 3275.75 3072.05 3769.56 4705.79 2920.91 8040.85 3172.31 2827.72 3411.56 3366.85 4705.8 4388.04 3577.96 2976.9 2706.32 2494.07 2467.04 4033.29 2726.6 3444.78 5985.68 3584.59 3278.8 2451.46 3182.97 4948.17 6605.06 3928.63 4422.01 5704.21 4309.11 3654.94 7764.8 16449.1 12256.9 10545.9 9491.08 6545.25 5946.63 5917.57 8303.17 7727.83 10599.8 6799.3 7745.71 6399.7 7701.54 5676.9
threshold=17.500000000000004 1980.0081750000002 1923.0032150000002 6.5000000000000009 1700.9006200000001 1.5000000000000002 0.74679487179487192 528.27941586540339 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.24695121951219515 0.30860805860805868 0.36939571150097467 694.36926753207001 724.36926753207001 0.1856158484065461 8.5000000000000018 5.5000000000000009 893.04870836540351 0.3133928571428572 0.36474501108647456 3.5000000000000004 1.5000000000000002 867.39038253207002 1.5000000000000002 5.5000000000000009 718.36878003207005 6.5000000000000009 0.04819976771196284 1.5000000000000002 4.5000000000000009 2.5000000000000004 0.79057017543859665 845.88457503207007 3.5000000000000004 0.80277777777777792 1.5000000000000002 5.5000000000000009 0.04819976771196284 11.500000000000002 820.87770878207004 2.5000000000000004 2.5000000000000004 0.37668918918918926 0.04819976771196284 0.03509852216748769 0.18065268065268067 0.31909090909090915 0.95742753623188415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 -1 -5 -6 9 -8 -9 10 11 -3 13 -13 -15 -14 17 -7 -2 20 21 22 -20 -24 -23 -4 27 28 29 30 32 -32 -27 40 35 36 37 -35 49 -39 -29 42 -38 44 45 46 -43 -45 -49 -37
right_child=2 6 25 4 5 16 7 8 -10 -11 -12 12 15 14 -16 -17 -18 -19 19 -21 -22 24 23 -25 -26 26 -28 33 -30 -31 31 -33 -34 34 -36 38 41 39 -40 -41 -42 43 -44 47 -46 -47 -48 48 -50 -51
leaf_value=-0.0033289731503605815 0.0339176973693016 -0.060441462663385181 -0.071721684517441972 0.11993476709273419 -0.074030508130060887 0.15724733268408123 1.3816281932181327 -0.25747234069528585 -1.0464970768581738 -0.16485924508163063 -0.097832693519296868 0.28294472826665706 0.19897719610917525 0.27976529977538367 1.8984762829624946 -0.026871105961034376 0.022654041337898646 0.90437356262751245 0.25288540857215214 0.049444288741240273 -0.2227820854722744 0.16192778769473082 2.0924763950544434 0.81473543028588657 0.86989174539347491 0.39699040427637688 -0.0054975758749304495 0.014479050220111485 0.52213747660997656 -0.04854000567479215 0.29321035315446997 -0.20982112598796793 1.7839684094701493 0.13055357579141855 0.04005018777249833 -0.57910919078731837 -0.14594668370605046 3.2392841151782443 1.6275448138515156 1.2919551959302691 1.3573962578267764 0.74681136823091354 0.29551864889466584 -0.45419424685835841 2.2571068438948418 0.1905531840854221 2.900294461457626 0.11929905333761442 2.2439928213755294 0.26434168706089256
leaf_weight=332456 8624 2396 4318 4505 3956 1558 29 693 55 1830 3987 178 959 22 36 1491 3623 46 117 1505 84 512 37 54 75 112 126067 41993 215 15383 510 404 28 48 18098 395 560 28 24 45 33 61 1781 100 49 135 23 59 24 100
leaf_count=332456 8624 2396 4318 4505 3956 1558 29 693 55 1830 3987 178 959 22 36 1491 3623 46 117 1505 84 512 37 54 75 112 126067 41993 215 15383 510 404 28 48 18098 395 560 28 24 45 33 61 1781 100 49 135 23 59 24 100
internal_value=0 -0.00348638 0.00562947 -0.00141741 0.0450109 0.00825476 -0.0648226 -0.252147 -0.315489 -0.0514681 -0.0285873 0.025738 0.102613 0.529085 1.28448 0.0615324 0.0705315 0.178674 0.0588081 0.148848 0.319045 0.376294 0.725985 1.33426 0.252383 0.00284975 0.00441077 0.0199842 -0.02854 -0.035743 0.151028 0.0708638 0.674386 0.0326978 0.066202 0.204109 0.296517 1.28186 -0.314553 2.03888 0.0155335 0.253814 0.189914 0.585499 0.927557 0.630077 1.33646 0.0845631 0.733668 -0.408715
internal_weight=0 357820 221601 346144 13688 9183 11676 777 748 10899 9069 5082 2686 236 58 2450 5227 1604 11008 2384 879 795 208 91 587 210593 206275 80208 16652 16437 1054 914 140 63556 21530 3432 2913 121 519 73 42026 2792 2341 451 268 219 84 183 83 495
internal_count=579421 357820 221601 346144 13688 9183 11676 777 748 10899 9069 5082 2686 236 58 2450 5227 1604 11008 2384 879 795 208 91 587 210593 206275 80208 16652 16437 1054 914 140 63556 21530 3432 2913 121 519 73 42026 2792 2341 451 268 219 84 183 83 495
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=51
num_cat=0
split_feature=7 3 1 5 3 14 6 7 14 5 1 12 14 0 0 0 10 10 1 14 5 0 10 13 7 13 0 4 10 10 10 11 10 10 13 0 12 6 14 7 0 4 3 13 14 0 6 5 0 13
split_gain=1195.71 1656.8 4373.99 3446.15 4890.65 3978.72 11105 8215.03 7665.19 8280.86 7381.11 14853.4 7343.4 6471.7 4304.98 4111.89 3697.32 8233.59 6475.63 5088.79 4738.26 11504.3 4463.84 5670.48 6633.56 6269.44 11246.4 19626.9 17106.1 7569.99 7363.88 7293.27 7437.94 18797 17514.8 11392.6 9356.61 7588.31 8066.17 6586.72 10728.1 6936.58 11552.2 7357.83 6828.96 8367.59 6366.71 7482.27 8806.47 6795.15
threshold=1.5000000000000002 32.500000000000007 3757.3374450000006 12.500000000000002 35.500000000000007 0.60232558139534886 6.5000000000000009 4.5000000000000009 0.93844696969696983 8.5000000000000018 3475.2235900000005 1.5000000000000002 0.57321428571428579 1127.0524375320704 1088.5892550320702 988.52755753207009 0.97100840336134464 0.65450928381962881 3475.2235900000005 0.3373983739837399 11.500000000000002 1110.4908300320703 0.57979626485568769 0.80243902439024406 3.5000000000000004 0.21132376395534294 893.04870836540351 9.5000000000000018 0.1126984126984127 0.49418604651162795 0.39339826839826847 0.16869918699186995 0.05634920634920635 0.12347560975609757 0.17752100840336138 902.44223919873673 5.5000000000000009 1.0000000180025095e-35 0.080540540540540564 4.5000000000000009 945.96035253207003 10.500000000000002 38.500000000000007 0.24068965517241384 0.15504807692307696 1110.4908300320703 6.5000000000000009 9.5000000000000018 1118.5409650320703 0.059714795008912663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 12 7 10 9 14 11 -7 16 -14 -9 -10 17 20 -19 -18 22 -22 23 25 -25 31 27 28 -27 30 39 32 34 -34 35 36 -3 38 -37 40 -28 42 -42 -43 45 -41 47 49 -49 -39
right_child=1 3 -4 4 -6 6 -8 8 15 -11 -12 -13 13 -15 -16 -17 19 18 -20 -21 21 -23 -24 24 -26 26 29 -29 -30 -31 -32 -33 33 -35 -36 37 -38 46 -40 44 41 43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=0.0027606948961458808 -0.0093412254596228188 1.6934046687988138 -1.3884804554607557 -0.71608809311600297 -0.023434071047849388 3.6653030946850778 -0.6845010440560837 0.86103109419345858 0.25464339315891266 1.9526537328958513 0.69840643848993089 0.0971777105331421 -2.0939392332235971 0.16413924673741515 -0.74661644291546614 -1.5731721222866328 0.20530561946180403 0.1521895095771342 -0.49682090951512586 1.2414506861296568 2.0445277722179891 -0.36916523927297351 0.60218457245807122 -2.4241513323783876 0.0417686864733696 -0.86022825354049282 1.3359056284692554 -2.7926738446758641 1.9866445276886227 -0.83154376669132957 1.4864318000096264 0.25742392902408068 0.85347381552512003 -0.14607477065991367 -2.184490986259616 1.5646184650751263 -0.42146273953574048 -0.030641262277738376 -0.43257077705292474 -1.4438709692708378 0.36406478104643697 1.3666638395060664 2.3233076544368969 -0.59123035465720397 0.64887618898120647 0.21447839108295741 0.91185358703136454 -3.3845996034145358 -0.41702916026115422 -0.784572045297946
leaf_weight=423144 150141 52 23 136 407 28 79 31 20 32 113 20 30 22 36 32 343 228 472 55 40 39 152 20 24 62 135 31 32 47 66 723 231 1014 49 39 35 201 42 58 262 23 34 116 73 64 30 20 20 295
leaf_count=423144 150141 52 23 136 407 28 79 31 20 32 113 20 30 22 36 32 343 228 472 55 40 39 152 20 24 62 135 31 32 47 66 723 231 1014 49 39 35 201 42 58 262 23 34 116 73 64 30 20 20 295
internal_value=0 -0.00747501 -0.00955246 0.0435571 -0.196916 0.067 0.374594 0.642763 0.112914 0.62928 1.1397 2.17858 0.0437775 -1.1386 -0.00277952 -0.870166 0.0557696 0.0311337 -0.285429 0.348491 0.0861334 0.852958 0.0707969 0.0495302 -1.0791 0.0627587 0.276782 -0.610675 0.10892 0.403129 0.47296 -0.0152732 -0.112492 0.0393836 -0.35398 -0.23178 0.842596 -0.376248 0.529039 0.385523 0.55715 0.315467 0.589113 -0.267262 -0.116154 -0.573917 -0.505803 -0.58515 -1.90081 -0.479048
internal_weight=0 156277 150164 6113 543 5570 391 312 151 99 161 48 5179 52 67 52 5127 4729 700 398 4029 79 3950 3798 44 3754 1003 125 94 878 831 2751 2028 1245 783 734 87 647 81 765 570 435 296 139 195 122 566 536 40 496
internal_count=579421 156277 150164 6113 543 5570 391 312 151 99 161 48 5179 52 67 52 5127 4729 700 398 4029 79 3950 3798 44 3754 1003 125 94 878 831 2751 2028 1245 783 734 87 647 81 765 570 435 296 139 195 122 566 536 40 496
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=51
num_cat=0
split_feature=8 13 0 0 3 1 3 0 13 0 8 9 1 3 14 0 7 14 13 14 9 4 0 14 6 12 14 13 0 14 5 4 0 10 0 12 10 14 10 2 2 13 8 0 14 0 8 14 10 2
split_gain=1200.22 2735.46 4484.26 10801.6 6359.25 4625.48 3248.6 6852.75 6783.17 4929.32 6047.88 7251.59 3081.47 4884.24 4797.87 3902.26 3626.05 4214.01 3947.31 3940.18 4534.92 3261.85 7169.53 9732.14 5261.93 8329.29 5546.39 8030.46 5944.63 3662.19 3911.68 3332.23 3167.78 4343.26 3352.3 5262.15 3080.71 6130.69 3931.3 7219.89 4270.32 3389.62 3375.7 3026.53 2859.26 2800.07 4947.01 3335.5 2782 5667.31
threshold=5.5000000000000009 0.031754032258064523 908.49508003207006 942.50007253207002 24.500000000000004 2796.3567100000005 40.500000000000007 1030.5273950320702 0.072299651567944254 1362.6909100320706 6.5000000000000009 2.5000000000000004 2818.4131550000006 28.500000000000004 0.61200716845878145 945.96035253207003 1.0000000180025095e-35 0.036375661375661381 0.39208074534161497 0.077677224736048281 2.5000000000000004 8.5000000000000018 915.06066003207002 0.23205128205128209 1.0000000180025095e-35 4.5000000000000009 0.27149877149877155 0.15075757575757578 1041.0348750320702 0.14907407407407411 7.5000000000000009 9.5000000000000018 765.38439336540341 0.21913109756097562 960.44235003207029 3.5000000000000004 0.084523809523809543 0.35388994307400384 0.31909090909090915 3.5000000000000004 3.5000000000000004 0.028991596638655467 7.5000000000000009 799.92030253207008 0.55718954248366026 884.09291836540353 6.5000000000000009 0.23205128205128209 0.96362433862433872 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 12 -8 -9 10 -10 -12 48 14 16 -16 19 -18 32 -14 -21 -15 23 -23 -24 26 28 -28 -26 30 -27 -30 33 -19 35 -34 37 42 39 -38 41 -40 -5 -22 -29 46 -6 -47 -3 -50
right_child=1 6 3 36 45 -7 7 8 9 -11 11 -13 13 21 15 -17 17 18 -20 20 43 22 24 -25 25 29 27 44 31 -31 -32 -33 34 -35 -36 -37 38 -39 40 -41 -42 -43 -44 -45 -46 47 -48 -49 49 -51
leaf_value=0.0005833168379562845 0.042505062798753171 -0.034844488708282981 -0.4765962852040927 0.65966546518558811 1.3153407780660524 -2.2637128127472743 2.0462525117964971 1.3999967495032719 0.57401060949672356 0.6523532576070955 -0.35614015187354803 -2.5231092748434651 -0.65038075879508384 -0.12654775218439424 -0.081862547068760325 -1.4801953159505503 0.66011268333955253 -1.8561740505284279 -1.0217401126965082 -0.10300418674191343 0.32418747345606486 -0.10704376075578773 1.2292180290445687 2.7715714454650882 1.7431856116733038 -1.4292215615510941 -2.0570896758919672 -0.38852673837771784 -0.61370024790366495 -1.8192455507814884 0.48299422315929247 0.87676427721977235 1.3511280298233033 -0.057568156957626342 -0.38717501796001852 -0.49236600344379744 -0.14162890764689723 2.1271427282265254 -0.036932258267133013 -2.2098559311458046 1.2027215442236734 1.0011684030842256 -0.88133460567111066 1.8080485514232092 1.2018651628494263 2.4336895801804284 -0.014713569679136935 0.64934582032263277 -0.033093740615418289 1.1394421010428379
leaf_weight=570057 211 5136 30 44 54 28 21 35 33 52 47 23 51 1680 29 64 33 29 112 79 27 23 32 24 37 20 21 26 30 32 23 30 32 25 191 30 86 21 420 21 34 34 21 28 20 22 58 20 123 62
leaf_count=570057 211 5136 30 44 54 28 21 35 33 52 47 23 51 1680 29 64 33 29 112 79 27 23 32 24 37 20 21 26 30 32 23 30 32 25 191 30 86 21 420 21 34 34 21 28 20 22 58 20 123 62
internal_value=0 -0.0355109 0.112329 -0.0293112 0.3991 -1.33934 -0.0552705 0.332065 0.142603 -0.141325 -0.542017 -1.06814 -0.0654243 -0.151838 -0.373205 -1.04416 -0.275248 -0.427887 -0.513576 0.0976847 0.382396 -0.0709582 0.222723 1.36289 0.0249818 -0.136255 0.262967 -0.436765 0.746286 -1.00922 -0.406408 0.131532 -0.328188 -1.02349 -0.179784 0.459115 0.0822627 0.641712 0.00140109 -0.547543 0.121764 0.040811 0.161804 1.07961 0.302948 0.887682 0.626563 1.584 -0.0211213 0.359864
internal_weight=0 9364 1104 739 365 58 8260 211 190 155 103 70 8049 2728 730 93 637 452 419 185 134 1998 318 47 271 239 164 67 97 75 43 60 307 54 253 62 681 86 595 107 488 454 65 55 46 154 112 42 5321 185
internal_count=579421 9364 1104 739 365 58 8260 211 190 155 103 70 8049 2728 730 93 637 452 419 185 134 1998 318 47 271 239 164 67 97 75 43 60 307 54 253 62 681 86 595 107 488 454 65 55 46 154 112 42 5321 185
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=51
num_cat=0
split_feature=12 2 10 13 10 14 0 13 9 4 3 0 5 10 0 10 6 10 8 10 14 9 2 7 14 14 14 12 10 10 1 13 3 3 0 0 10 2 1 9 10 12 10 12 0 1 13 11 13 0
split_gain=1146.52 3257.23 5629.91 3863.17 8796.15 10176.9 7070.12 8543.39 10523.6 6861.98 6685.27 7153.94 6019.22 5037.39 4532.39 4505 8661.24 5013.01 9228.96 16700.9 8771.07 4486.94 7473.64 13432.6 6141.85 5970.56 4277.63 5014.48 7240.09 5591.68 4766.39 4056.74 7815.4 5065.04 8991.5 7402.05 4035.39 6497.08 5091.66 4199.49 4017 4451.98 3930.94 3863.1 3856.57 3938.26 6413.36 6607.46 4978.92 4578.5
threshold=7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 0.12660256410256412 0.58434959349593507 0.21525096525096529 815.91853253207012 0.096006144393241177 3.5000000000000004 9.5000000000000018 31.500000000000004 1041.0348750320702 3.5000000000000004 0.81934731934731941 1015.5416250320701 0.12660256410256412 2.5000000000000004 0.41240409207161127 3.5000000000000004 0.26393188854489169 0.045983086680761107 3.5000000000000004 3.5000000000000004 1.5000000000000002 0.072299651567944254 0.080540540540540564 0.065942028985507259 10.500000000000002 0.53452380952380962 0.95916666666666683 2970.4994950000005 0.18065268065268067 25.500000000000004 23.500000000000004 1144.5916150320702 1041.0348750320702 0.3066239316239317 3.5000000000000004 3383.3926800000004 2.5000000000000004 0.18274582560296851 9.5000000000000018 0.21132376395534294 12.500000000000002 1082.0615325320703 3585.7070200000003 0.18065268065268067 0.16064516129032261 0.15075757575757578 928.48060753207005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 44 6 9 31 13 10 -9 43 26 14 -7 -4 15 16 -12 18 19 -17 -19 22 40 -24 -23 -25 36 29 42 -28 -31 33 -33 -6 35 -35 37 -8 39 -38 41 -13 -29 -5 45 -3 48 -48 49 -47
right_child=1 2 3 4 5 12 7 8 -10 -11 11 21 -14 -15 -16 17 -18 20 -20 -21 -22 24 23 25 -26 -27 27 28 -30 30 -32 32 -34 34 -36 -37 38 -39 -40 -41 -42 -43 -44 -45 -46 46 47 -49 -50 -51
leaf_value=0.00059599590816365332 -0.12741339526849335 -0.10905946106475511 0.3712598236376573 -0.14469933769804366 0.014307520874455327 0.71885420252879462 -0.41963990372710658 -0.38042576577181569 -2.5184314297437669 1.5780154370344603 2.3478832326829435 1.5354677295362629 2.6759990106929434 -0.29161371788667406 1.7400504231452942 1.8253459179723586 -0.26574267035438898 -0.90182367463906621 -1.8097561968697442 -1.2689494326936477 1.2876313537746282 -0.2495087116956711 -3.2121914100646975 -1.1543614661252057 1.993842074962763 1.0381738097771354 -0.030236014412242159 0.37928335114761635 0.89332078677097349 -1.615769423249849 -0.24564661297105972 0.81431622606823639 -0.37730744507258934 0.84333069702474084 -0.20128255135872786 2.8232926191602434 -0.44999778013382302 -1.8731779397279025 1.0648446359461354 0.69856040026690513 -0.048550685089189652 0.03927802540535151 -0.83887139547329681 0.93800043404102329 0.11126272737144745 -1.1082600037256876 -2.3812880523502828 -0.06427290864288808 0.84936585145838128 -0.21903450345165854
leaf_weight=569203 2700 1762 730 564 61 30 133 291 25 26 32 37 33 136 33 37 21 24 27 33 77 23 20 27 26 23 794 54 131 43 62 92 137 41 34 35 228 40 31 37 379 43 52 35 604 75 32 20 34 254
leaf_count=569203 2700 1762 730 564 61 30 133 291 25 26 32 37 33 136 33 37 21 24 27 33 77 23 20 27 26 23 794 54 131 43 62 92 137 41 34 35 228 40 31 37 379 43 52 35 604 75 32 20 34 254
internal_value=0 -0.0332005 0.000634939 0.0669403 0.232324 0.562679 0.0176288 -0.0600189 -0.549572 -0.0124032 0.00268829 0.227314 1.74403 0.26716 0.638297 0.493444 1.3123 0.274257 -0.239185 0.366607 0.767365 0.0253774 -0.0594197 -1.02191 0.940841 -0.145795 -0.117952 -0.0130551 0.396139 -0.120929 -0.806745 0.376617 0.101423 0.745152 1.15044 1.75516 -0.372029 -0.755718 -0.147779 -0.289633 0.087365 0.731266 -0.218302 -0.0814364 -0.112306 -0.174334 -0.451476 -1.49013 -0.302688 -0.421745
internal_weight=0 10218 7518 4737 1088 463 3649 2783 316 625 2467 862 63 866 284 251 53 198 97 70 101 578 529 70 49 50 1605 1136 237 899 105 400 229 171 110 76 469 173 296 265 459 80 106 599 2781 2177 415 52 363 329
internal_count=579421 10218 7518 4737 1088 463 3649 2783 316 625 2467 862 63 866 284 251 53 198 97 70 101 578 529 70 49 50 1605 1136 237 899 105 400 229 171 110 76 469 173 296 265 459 80 106 599 2781 2177 415 52 363 329
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=51
num_cat=0
split_feature=3 1 10 0 9 10 1 4 1 0 4 4 0 3 10 0 1 4 9 12 10 10 7 9 10 3 6 0 4 0 10 13 10 7 12 6 0 1 14 11 0 4 4 0 10 5 6 8 10 9
split_gain=1122.03 4243.01 8018.89 5279.44 4190.95 4265.12 4787.7 3932.76 4283.77 3790.14 3348.45 3314.02 3683.8 4659.55 3053.41 4259.33 2670.23 3089.47 3420.91 5308.62 3412.06 2660.38 6548.31 2647.22 3618.71 2629.26 3063.33 7488.16 5075.59 4536.15 3063.65 6543.47 3661.45 4400.65 3568.41 5079.22 3781.45 3327.01 3115.85 2936.43 2930.47 3002.3 2926.87 2859.05 3985.16 3315.72 3045.85 3033.02 2846.26 10687.3
threshold=16.500000000000004 1799.8971650000001 0.21132376395534294 628.30594169873677 2.5000000000000004 0.12347560975609757 2069.9651750000003 5.5000000000000009 1951.0127200000002 690.64043336540351 3.5000000000000004 5.5000000000000009 782.40568753207003 14.500000000000002 0.93218390804597717 550.61510669873678 1995.0656800000004 6.5000000000000009 2.5000000000000004 1.5000000000000002 0.17445652173913045 0.063508064516129045 1.0000000180025095e-35 1.5000000000000002 0.39339826839826847 18.500000000000004 1.5000000000000002 528.27941586540339 6.5000000000000009 752.38887753207007 0.81934731934731941 0.10762548262548265 0.46770833333333339 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 692.66930003207005 2031.1056700000001 0.49390243902439029 0.10990338164251208 771.8522800320701 4.5000000000000009 6.5000000000000009 555.28608086540339 0.49418604651162795 5.5000000000000009 1.5000000000000002 2.5000000000000004 0.20881782945736438 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 10 -3 6 21 9 -9 -5 -4 -1 14 -14 -13 -16 17 -2 -19 -20 -21 -6 -23 -15 -25 26 -18 28 -28 30 32 37 39 38 35 -33 -36 -32 -34 -29 -31 -42 -40 44 45 47 -47 48 -27 -50
right_child=16 2 3 7 5 -7 -8 8 -10 -11 -12 12 13 23 15 -17 25 18 19 20 -22 22 -24 24 -26 43 27 29 -30 40 31 34 33 -35 36 -37 -38 -39 42 -41 41 -43 -44 -45 -46 46 -48 -49 49 -51
leaf_value=-0.003873521199264993 0.016544976922080856 -0.033548457747741116 0.0040354853072499131 0.13637523448236849 0.076274056842646237 0.2484433148436386 -0.9752218312300418 -0.083017467465323111 -0.32077692379689465 -0.043811530770311996 -0.24744089983903894 0.053799991743350144 -0.081490575586467009 -0.0078137169347514083 0.77073424010331404 0.15374763508872502 -0.011314355939392919 0.069399797602922683 0.61045700724762275 0.29447064806308065 -0.47720146749130232 0.13328293122019599 -0.81176787002497353 0.01311969469609983 0.22538364412836401 -0.23359924800610277 0.37194543670742747 -0.28952827437821571 2.0530967950820922 0.82289357054978618 -0.17272164523601533 -0.124250035665252 0.10025087896753196 -0.25684037300963686 0.62536933838943898 -1.3690901527599415 -0.41797949277585555 -1.3516620524306049 0.45738069517271862 0.061296861743801959 0.11567305036639293 -0.10533435591227702 1.6998957633972169 0.0052084750635799787 -0.54875938639474608 -1.0354783002109755 -0.048192149568949981 0.39335136339811189 0.61056117260094844 -0.9882397036999464
leaf_weight=266326 42456 5518 662 1397 3466 1301 46 4434 914 7102 2645 14680 5129 4566 131 767 19723 5501 303 140 97 191 119 1752 1483 445 124 1439 21 40 32 99 199 231 79 49 62 95 70 286 879 2044 26 181635 208 63 62 163 165 56
leaf_count=266326 42456 5518 662 1397 3466 1301 46 4434 914 7102 2645 14680 5129 4566 131 767 19723 5501 303 140 97 191 119 1752 1483 445 124 1439 21 40 32 99 199 231 79 49 62 95 70 286 879 2044 26 181635 208 63 62 163 165 56
internal_value=0 -0.00392594 -0.041276 -0.0835801 0.026921 0.0920529 0.038818 -0.0564688 -0.123652 -0.0141938 -0.1971 -0.000404831 0.0320002 -0.00745653 0.0647499 0.243753 0.00493249 0.0260657 0.092977 0.333159 -0.0213614 0.0511712 -0.229495 0.0412194 0.110426 1.20792e-05 -0.03007 -0.0941252 0.615423 -0.1124 -0.207011 -0.456326 -0.160936 0.0700261 -0.193414 -0.536393 0.166592 -1.05461 0.325979 -0.231362 -0.0272396 -0.0388734 0.793895 0.00420818 -0.152151 -0.0656785 -0.545784 0.00671384 -0.0879137 0.205435
internal_weight=0 322629 27795 17154 10641 5123 3822 13847 5348 8499 3307 294834 28508 12930 15578 898 256792 48497 6041 540 237 3776 310 7801 3235 208295 25498 5775 145 5630 2667 416 2251 526 289 148 141 127 295 1725 2963 2923 96 182797 1162 954 125 829 666 221
internal_count=579421 322629 27795 17154 10641 5123 3822 13847 5348 8499 3307 294834 28508 12930 15578 898 256792 48497 6041 540 237 3776 310 7801 3235 208295 25498 5775 145 5630 2667 416 2251 526 289 148 141 127 295 1725 2963 2923 96 182797 1162 954 125 829 666 221
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=51
num_cat=0
split_feature=7 3 1 1 0 12 14 14 10 10 3 11 13 3 14 0 10 9 0 1 12 1 3 7 0 4 11 0 13 0 10 0 13 10 1 1 5 14 11 1 13 1 2 10 9 10 0 10 0 6
split_gain=1179.45 1787.42 5530.94 4959.33 4802.31 3314.08 3183.73 6262.83 4473.27 8477.89 9401.28 4122.47 3559.72 2780.62 4314.71 3205.85 2392.46 4340.01 4200.64 2722.84 2346.67 2346.28 2589.15 2221.45 2136.23 2086.56 2064.48 2407.76 2045.95 7921.07 12524.2 9530.53 10049 8959.41 12037.5 7676.1 6859.86 7153.12 5703.87 5654 6255.92 5608.86 5286.86 5555.75 6234.28 11349.7 7424.68 7693.37 5428.69 7769.76
threshold=2.5000000000000004 13.500000000000002 1519.7637400000001 1560.7665700000002 518.73793503207014 1.5000000000000002 0.29864864864864871 0.15075757575757578 0.77346041055718484 0.68857758620689669 9.5000000000000018 0.080540540540540564 0.096006144393241177 8.5000000000000018 0.42678571428571432 475.24997869873681 0.32971014492753631 2.5000000000000004 574.29357003207008 1659.66857 2.5000000000000004 1295.5484800000002 11.500000000000002 1.0000000180025095e-35 414.71305928207005 4.5000000000000009 0.13714733542319751 635.82072753207001 0.34833164812942369 769.42615503207003 1.0000000180025095e-35 698.35489753207014 0.38585607940446659 0.050641025641025648 2970.4994950000005 2889.3091150000005 4.5000000000000009 0.04819976771196284 0.053342816500711245 3035.3728750000005 0.48331479421579543 2661.2063200000007 3.5000000000000004 0.35388994307400384 3.5000000000000004 0.15075757575757578 616.3299900320701 0.16441441441441443 700.38135086540331 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -4 26 7 -1 9 12 -11 21 -8 14 -10 -15 17 18 -6 23 -17 -9 -23 -18 -16 -14 -3 -28 -5 30 31 38 35 34 36 -33 -32 -38 -30 42 -41 -39 -35 44 46 -46 47 -44 49 -45
right_child=-2 3 4 28 16 -7 8 11 13 10 -12 -13 25 15 24 20 19 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 33 32 -34 39 -36 -37 37 41 -40 40 -42 -43 43 48 45 -47 -48 -49 -50 -51
leaf_value=-0.017205762289091764 -0.01251826491215809 0.12309375428513113 -0.2395355982396663 0.0086923183261603115 -0.32733200002200491 0.015155081066063376 -0.060927431764587016 0.084330851656741923 0.21008980727909515 -0.18723170092707347 0.19723256155262561 -0.053120513475621293 0.00025583511612859377 -0.19774868773143184 -0.18426786124739361 -0.025410203253029364 -0.031422565369080967 0.087676765519600533 -0.028290062098124936 -0.25657032492544946 -0.091497893498549365 -0.031452804881458483 0.054874328445022262 -0.14316504111454048 0.01678412491314699 0.061703807486588713 -0.98452356394666907 -0.0083242209705227579 0.25940515575163842 0.010371810875163002 -0.76790761354565618 -0.53643690607850514 -0.01794004226103425 -0.098469478792632778 -2.9200586950778966 -2.5263853141239712 1.6321279140810174 -0.5079540588906114 0.025007508189508344 0.14655313526882846 -1.6116170589923859 0.78422640977766034 0.096248309117780151 -0.33033058870318394 0.39310630443758859 -0.39729226987989619 0.025431485035387447 0.85449618045091735 0.29643405667905298 1.1735726822581556
leaf_weight=29612 66612 7224 1346 210984 542 8235 8461 15534 1126 754 4065 3860 33138 1209 591 46492 6935 3189 3523 763 6075 4821 12437 2393 4996 6632 26 895 2296 60591 250 252 1212 17316 20 21 24 142 1895 34 50 44 219 751 313 433 484 344 224 36
leaf_count=29612 66612 7224 1346 210984 542 8235 8461 15534 1126 754 4065 3860 33138 1209 591 46492 6935 3189 3523 763 6075 4821 12437 2393 4996 6632 26 895 2296 60591 250 252 1212 17316 20 21 24 142 1895 34 50 44 219 751 313 433 484 344 224 36
internal_value=0 0.00162608 -0.00580316 0.00631774 -0.0575767 0.0598891 -0.000421168 0.016997 -0.0105868 0.0106083 0.137078 0.0446303 -0.00202794 -0.0291753 0.0315079 -0.0367506 -0.0434564 0.000347584 -0.0681623 -0.0749453 -0.0330477 0.0561367 0.030759 -0.0600889 -0.00448341 0.0105028 0.105117 -0.0358825 0.00337247 -0.00953599 -0.055296 0.0762868 -0.1414 -0.0914043 -0.518397 -0.68951 -0.413977 0.00736931 0.15342 -0.0812599 -0.899977 -0.202277 -0.0778418 0.0495436 0.155242 -0.0656639 0.31264 0.559547 -0.137911 -0.261537
internal_weight=0 512809 198494 314315 18691 16380 179803 66264 113539 53050 4819 36652 48231 60489 6713 53776 17345 7254 4065 10091 52567 32792 17258 9328 5587 39770 8145 921 297935 86951 26360 5676 1485 20684 480 273 460 210 4191 20204 84 186 20120 2804 1793 746 1047 563 1011 787
internal_count=579421 512809 198494 314315 18691 16380 179803 66264 113539 53050 4819 36652 48231 60489 6713 53776 17345 7254 4065 10091 52567 32792 17258 9328 5587 39770 8145 921 297935 86951 26360 5676 1485 20684 480 273 460 210 4191 20204 84 186 20120 2804 1793 746 1047 563 1011 787
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=51
num_cat=0
split_feature=8 3 0 4 10 6 10 10 1 6 0 1 5 0 4 9 13 0 0 0 5 5 14 3 12 6 14 3 10 0 14 10 14 0 0 10 10 13 14 10 7 11 2 6 0 11 4 0 14 7
split_gain=1231.38 1980.16 4326.14 3952.72 4294.47 3105.12 3223.91 3046.98 5391.89 8679.78 6264.15 5794.03 4670.83 3034.23 2935.53 2614.28 2741.36 2928.54 2596.21 2540.16 2674.1 2513.39 4441.61 4643.72 7950.95 6734.89 2996.22 2784.9 2588.16 3241.14 4505.99 4253.5 3626.26 3160.89 2920.86 4539 2598.65 2535.57 2507.48 6252.2 6511.52 7535.27 6028.32 5466.25 4964.02 4582.39 3937.6 3448.06 3355.04 3318.78
threshold=1.5000000000000002 15.500000000000002 902.44223919873673 3.5000000000000004 0.15894736842105264 6.5000000000000009 0.1126984126984127 0.20881782945736438 2393.1946050000006 1.0000000180025095e-35 884.09291836540353 2126.0191350000005 3.5000000000000004 657.66483336540341 5.5000000000000009 2.5000000000000004 0.30860805860805868 878.39572336540346 475.24997869873681 1176.0554425320704 15.500000000000002 6.5000000000000009 0.20256410256410259 27.500000000000004 1.5000000000000002 3.5000000000000004 0.39208074534161497 33.500000000000007 0.6478537360890303 801.95825003207005 0.080540540540540564 0.95742753623188415 0.096006144393241177 682.82094503206997 864.42307003207009 0.94590643274853814 0.94868421052631591 0.39208074534161497 0.036375661375661381 0.17752100840336138 3.5000000000000004 0.25290697674418611 3.5000000000000004 5.5000000000000009 1020.5262783654035 0.09232954545454547 9.5000000000000018 771.8522800320701 0.029857397504456332 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 18 13 8 11 -10 12 15 -11 -7 -4 -6 -17 -18 -3 20 21 27 28 24 -24 -26 -25 -9 -23 32 37 34 36 -34 -32 -36 -30 -31 39 40 -5 42 -42 44 46 48 49 -43 -44 -41
right_child=-2 3 14 38 7 6 -8 19 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 26 25 -27 -28 -29 29 30 31 -33 33 -35 35 -37 -38 -39 -40 43 41 47 45 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00069592092161496017 -0.006250571742468721 1.0414009783578957 -0.043611626923246598 0.060113928818430543 0.10226384073302344 1.6025250196456911 -0.72457397905263043 0.07894507926923873 2.6503821632136471 0.4112246227891822 -0.55741863449414575 -0.4989208689100057 2.1931740363438923 0.37799516007766248 -0.22660993147453357 0.30962766964896388 1.4969718197981516 0.069213295374065648 -0.022831241213452182 -0.13956837023106627 -1.0401776200249082 0.021189210453519115 0.38741112789283916 1.8468306729062036 -0.25165834204768234 -1.821515918861736 0.15566847711801529 -1.0226172517823136 0.91116702079772949 -0.55824079169136176 -0.53737399861926127 1.9697842350006103 -0.33268656407793368 1.3267728317867626 2.0607414412498475 0.20781140052355251 2.2916285785039268 0.71884305639700452 0.0030522401307412129 0.33505533880063443 -0.31383170038461689 1.249676561284633 -0.34859461656638557 -0.60221995998892874 0.17397728781776592 -2.8349697589874268 1.637238276600838 -0.122568538472369 -1.9988199448043649 1.0775683341401348
leaf_weight=221524 204136 23 2510 4539 231 24 22 10657 23 38 36 106 24 129 1347 119 51 20 6825 516 21 81 193 22 159 33 20 23 25 53 21 25 24 22 20 39 30 22 124623 186 76 21 28 57 382 21 40 143 22 89
leaf_count=221524 204136 23 2510 4539 231 24 22 10657 23 38 36 106 24 129 1347 119 51 20 6825 516 21 81 193 22 159 33 20 23 25 53 21 25 24 22 20 39 30 22 124623 186 76 21 28 57 382 21 40 143 22 89
internal_value=0 0.00339999 -0.00252405 0.0123068 0.0540814 -0.00862732 0.407322 0.0888849 0.300104 0.902103 0.491792 0.161884 1.10101 0.570078 -0.107521 0.328262 0.603029 1.09479 -0.0192569 0.0774848 0.0872324 0.0892967 0.261529 0.0430686 -0.0658529 -0.521478 1.04152 0.0765728 0.519215 0.662774 0.408372 0.831231 1.11616 0.460968 0.475433 0.835923 1.66415 -0.18363 0.00599475 0.0714309 0.0297841 -0.412876 -0.932791 0.339319 0.416317 -1.59534 0.710201 0.0531458 -1.07469 0.57536
internal_weight=0 375285 225381 149904 19677 7023 175 12654 648 121 98 527 62 153 3857 421 190 71 6848 12006 11490 11469 789 427 385 192 42 10680 362 281 180 105 101 46 80 59 55 75 130227 5604 4850 311 147 754 697 71 315 164 50 275
internal_count=579421 375285 225381 149904 19677 7023 175 12654 648 121 98 527 62 153 3857 421 190 71 6848 12006 11490 11469 789 427 385 192 42 10680 362 281 180 105 101 46 80 59 55 75 130227 5604 4850 311 147 754 697 71 315 164 50 275
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=51
num_cat=0
split_feature=7 0 10 4 1 6 8 5 4 3 14 4 12 6 12 13 14 14 6 14 6 4 0 9 12 4 10 0 8 14 6 0 10 5 1 4 4 4 5 13 14 1 0 6 14 12 3 5 9 5
split_gain=1182.46 1511.72 5907.11 5766.76 3665.32 3676.7 3582.65 3143.15 6404.51 4090.4 8833.79 4363.85 3226.62 3006.02 2815.24 3710.26 4338.19 7370.67 3894.44 3228.91 3386.07 2678.69 3955.67 2632.17 3969.38 2623.79 2700.87 2537.24 2842.6 3349.27 4298.72 2964.36 3879.81 3214.67 2530.44 2488.01 2481.53 2442.52 4926.23 3868.7 8671.83 6792.78 4256.99 2701.67 2389.41 2835.66 2380.69 5043.97 5117.77 5680.85
threshold=1.0000000180025095e-35 867.39038253207002 0.93844696969696983 7.5000000000000009 2372.1337450000005 3.5000000000000004 1.5000000000000002 5.5000000000000009 2.5000000000000004 20.500000000000004 0.13423423423423428 4.5000000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009 0.18834459459459463 0.045983086680761107 0.29864864864864871 1.5000000000000002 0.087595907928388769 1.0000000180025095e-35 6.5000000000000009 804.4082275320701 4.5000000000000009 7.5000000000000009 13.500000000000002 0.50609756097560987 856.39868169873671 2.5000000000000004 0.043961352657004842 1.0000000180025095e-35 738.42092586540343 0.075961538461538483 5.5000000000000009 1780.9031649999999 5.5000000000000009 6.5000000000000009 11.500000000000002 7.5000000000000009 0.074537037037037054 0.28062500000000007 3193.0687900000007 1243.5699533654035 2.5000000000000004 0.16869918699186995 1.5000000000000002 26.500000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 7 14 -7 9 34 -4 -11 -12 -13 -14 15 21 -17 36 -19 35 -21 22 -6 -1 27 37 -27 28 29 30 -25 44 33 -33 -9 -16 -18 46 39 43 42 -42 -41 -39 -30 -46 -3 -48 -49 -50
right_child=-2 25 3 -5 5 6 -8 8 -10 10 11 12 13 -15 19 16 17 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 31 -31 -32 32 -34 -35 -36 -37 -38 38 -40 40 41 -43 -44 -45 45 -47 47 48 49 -51
leaf_value=0.0045095002981625385 -0.0038393712143796549 0.015283657491676084 -0.14230240561735885 0.19676760444208097 -0.095146059308733266 -2.0304461029859691 -0.47106812911875107 -0.10061794554783127 0.28238336078311299 -2.2257644790410995 0.97461620758880274 -1.3912096582353115 -0.92796130281957712 0.69033455060174065 0.044866747691713532 1.1246083756287895 -1.26259143110049 1.4736207622748156 -0.27441827821731568 1.298094487786293 -0.018471205021653857 -0.16909346969100539 -1.3319775915808147 0.047612166645065429 -1.0724564854303995 0.06183080362237018 1.6507704544067385 -0.91442456833626096 0.4909666168689728 -0.097768970772545885 -1.5391850985194508 2.0478311107708858 -0.17331787589295158 0.42484108689038652 -1.0348680359229707 -1.3653976202011109 -0.089973985482580399 -0.023455459276835126 -1.8111907178163529 -1.5101919543779185 -0.28422389766201378 1.9367791675385975 0.10894520716233687 1.4554182674203602 0.37008882023039319 -1.1253894311375916 0.71977666607346602 0.18569575956515424 -0.43952710343277251 0.041192434514622865
leaf_weight=184019 336420 50490 2050 489 35 26 34 59 408 30 22 32 22 24 29 24 59 26 25 30 56 53 99 31 45 23 20 38 40 739 38 26 29 23 57 22 26 30 20 62 40 21 22 21 21 32 127 1884 316 1107
leaf_count=184019 336420 50490 2050 489 35 26 34 59 408 30 22 32 22 24 29 24 59 26 25 30 56 53 99 31 45 23 20 38 40 739 38 26 29 23 57 22 26 30 20 62 40 21 22 21 21 32 127 1884 316 1107
internal_value=0 0.00531537 0.00109023 -0.123386 -0.171586 -0.408424 -1.1468 -0.123938 0.0959704 -0.176797 -0.720748 -0.269243 -0.620075 -0.083633 -0.31689 -0.468432 -0.114925 -0.333666 0.616739 0.0669404 0.440796 -0.770898 -1.00892 0.00360354 -0.153377 0.0200392 0.800873 -0.11271 -0.0815909 -0.159981 -0.826276 0.288812 0.743445 1.28602 -0.559689 -0.563483 -0.903908 0.0194191 -0.316182 -0.163631 -0.427115 0.480384 -1.08613 0.585493 -0.0924939 -0.532841 0.0207634 0.101331 0.077581 -0.0655591
internal_weight=0 243001 188818 3737 3248 544 60 2704 524 2180 130 100 78 46 484 347 160 136 51 137 86 187 134 185081 1062 54183 43 1017 979 808 69 171 78 49 116 51 85 54140 216 196 145 61 84 51 93 53 53924 3434 3307 1423
internal_count=579421 243001 188818 3737 3248 544 60 2704 524 2180 130 100 78 46 484 347 160 136 51 137 86 187 134 185081 1062 54183 43 1017 979 808 69 171 78 49 116 51 85 54140 216 196 145 61 84 51 93 53 53924 3434 3307 1423
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=51
num_cat=0
split_feature=8 6 14 5 2 11 4 14 4 12 13 7 0 13 1 1 0 0 0 14 3 5 8 13 9 0 0 14 0 8 13 10 3 12 13 13 10 14 7 5 10 10 10 5 3 10 10 6 13 13
split_gain=1097.87 2159.73 3198.57 1928.88 2855.58 3114.89 2842.98 9048.7 6238.44 5619.99 5915.16 5513.59 5283.38 5148.4 6165.2 4569.87 21639.3 6103.19 8240.08 8033.84 4814.69 4425.26 4250.07 4195.77 4047.09 5738.37 15881.3 5606.79 8348.84 9264.6 4929.24 6417.47 4742.52 5677.09 4574.5 8551.7 4426.59 3784.38 3447.38 3262.55 2883.17 2707.91 2688.63 3161.51 2247.91 2134.68 3850.46 4089.26 4755.98 3392.64
threshold=3.5000000000000004 10.500000000000002 0.10435571687840291 4.5000000000000009 2.5000000000000004 0.60303030303030314 10.500000000000002 0.74679487179487192 9.5000000000000018 6.5000000000000009 0.30151515151515157 4.5000000000000009 1165.0077825320702 0.81980519480519487 3148.0373600000007 3585.7070200000003 1025.5466150320701 1025.5466150320701 887.39409003207015 0.21132376395534294 38.500000000000007 6.5000000000000009 5.5000000000000009 0.19139194139194141 3.5000000000000004 1025.5466150320701 1051.9390100320704 0.12632978723404256 975.99820503207002 4.5000000000000009 0.21132376395534294 0.12660256410256412 34.500000000000007 3.5000000000000004 0.24695121951219515 0.14907407407407411 0.30151515151515157 0.23205128205128209 2.5000000000000004 7.5000000000000009 0.32971014492753631 0.096006144393241177 0.59729729729729741 6.5000000000000009 31.500000000000004 0.6478537360890303 0.60232558139534886 4.5000000000000009 0.25265957446808512 0.046536796536796543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 45 8 24 -5 10 11 15 13 14 21 17 22 18 41 -20 -18 -12 -17 -19 25 27 -27 36 29 -29 32 -32 44 -34 35 38 -8 -33 -26 -16 -25 -10 43 -35 -28 46 47 -6 -49 -47
right_child=1 2 -4 6 5 -7 7 -9 9 -11 12 -13 -14 -15 39 16 20 23 19 -21 -22 -23 -24 40 34 26 30 28 -30 -31 31 37 33 42 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 49 -48 48 -50 -51
leaf_value=0.0012435948122696946 -0.010214891033285755 -1.6486753235757352 -0.08630086365891132 -0.0037656866707187469 -0.16863518255624482 0.66873565020606573 0.82849797436169215 1.6402493811235197 0.74192657355339309 -1.460961929857731 0.15325586505425282 -1.499499940375487 0.16657682226763831 0.50669202297925953 -2.4538419882953169 2.7344319035025206 -1.3281399401277305 -0.048722405230577019 -3.016635556324669 -0.5819960713838086 0.38159777628523961 -1.5956596682900968 0.92505051025322504 0.29402525037527089 -0.069061519905012483 -2.3399939119815829 -0.27396433157164879 -0.36420856100140198 3.0554844768274401 2.2179818262656528 -0.19536658862362738 1.9329488022696404 1.603262007694978 -0.73021713535894051 -1.4271277073890933 1.2499946784973144 -1.0670265262777157 0.48945931047201158 -1.3684895992279054 -1.0464206334203483 1.9920157819986344 -0.50326187983155257 -1.1007459875941277 0.76223859518766401 -1.4363312908581325 -0.85958986993473363 0.66248550347743507 -0.040935170376787379 1.5577946003278098 -0.2180029515077227
leaf_weight=535697 3796 20 38 35989 1832 46 28 41 31 40 39 24 54 20 40 34 40 113 23 33 28 23 21 20 49 26 41 33 21 24 46 42 26 22 31 35 22 32 35 28 20 40 20 40 28 101 62 49 30 448
leaf_count=535697 3796 20 38 35989 1832 46 28 41 31 40 39 24 54 20 40 34 40 113 23 33 28 23 21 20 49 26 41 33 21 24 46 42 26 22 31 35 22 32 35 28 20 40 20 40 28 101 62 49 30 448
internal_value=0 -0.0152363 -0.625051 -0.0144263 -0.0653104 -0.146752 -0.00574505 0.202872 -0.00939841 -0.311509 -0.238643 -0.0270168 -0.681606 -0.986952 -1.21674 0.0606745 0.568747 -0.162514 -0.674955 -1.58194 -0.62413 -0.495535 2.04358 0.262844 0.104815 0.25447 0.0299216 0.821103 1.351 0.723029 0.237389 0.732164 -0.0980517 0.315691 -0.345149 -0.0632885 -0.00553281 1.30874 -0.61049 -1.87432 1.14302 0.040412 -0.0925628 0.232658 -0.745649 -0.161626 -0.113096 -0.138258 0.566177 -0.336036
internal_weight=0 43724 58 43666 6364 2568 37302 642 36660 671 631 427 204 150 130 403 123 280 127 56 68 62 55 153 601 451 323 128 78 57 297 120 177 108 150 119 50 74 84 68 40 71 82 62 69 2522 1973 1911 79 549
internal_count=579421 43724 58 43666 6364 2568 37302 642 36660 671 631 427 204 150 130 403 123 280 127 56 68 62 55 153 601 451 323 128 78 57 297 120 177 108 150 119 50 74 84 68 40 71 82 62 69 2522 1973 1911 79 549
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=51
num_cat=0
split_feature=14 12 0 11 0 10 10 0 2 6 1 6 10 0 0 10 6 13 11 11 4 9 10 10 8 0 1 13 9 12 10 7 0 8 12 12 10 3 7 13 8 12 5 12 5 9 12 5 3 0
split_gain=1050.33 2981.32 3728.38 4734.54 3942.76 4524.27 5400.02 3189.55 4455.41 7460.15 6445.69 6135.48 6441.81 6311.46 6320.37 5872.77 5595.3 5463.03 4947.51 11628.3 7447.36 4758.93 5015.33 7979.75 15594.1 6486.32 28755.6 20872.8 11280.6 7794.35 5765.67 5745.61 6032.61 10654.4 7987.77 6007.77 5112.46 5494.41 9312.71 5015.01 5022.1 4750.57 6151.42 4742.11 4735.83 4662.46 9287.33 9196.16 6791.99 13073.5
threshold=0.077677224736048281 12.500000000000002 911.92921503207015 0.030776515151515155 1102.5722025320704 0.1126984126984127 0.40967365967365971 867.39038253207002 3.5000000000000004 4.5000000000000009 2593.3173250000004 4.5000000000000009 0.96225071225071235 858.97015253207007 861.91193253206995 0.72850122850122856 1.0000000180025095e-35 0.10762548262548265 0.63818181818181829 0.54415584415584417 6.5000000000000009 5.5000000000000009 0.096006144393241177 0.10620300751879701 2.5000000000000004 738.42092586540343 2912.4473000000003 0.32200460829493094 3.5000000000000004 10.500000000000002 0.49418604651162795 2.5000000000000004 797.48407503207011 1.5000000000000002 6.5000000000000009 5.5000000000000009 0.072299651567944254 29.500000000000004 1.0000000180025095e-35 0.12060606060606062 3.5000000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 8.5000000000000018 3.5000000000000004 9.5000000000000018 1.5000000000000002 28.500000000000004 799.92030253207008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -7 8 9 10 16 12 13 18 -15 -13 -1 -11 19 21 -20 22 31 24 -24 26 28 -28 30 44 -25 36 43 34 -34 -35 37 45 -39 -40 -41 -16 -43 -33 -27 46 47 -10 49 -49
right_child=-2 2 3 -5 -6 6 -8 -9 11 17 -12 15 -14 14 41 -17 -18 -19 20 -21 -22 -23 23 25 -26 29 27 -29 -30 -31 -32 32 33 35 -36 -37 -38 38 39 40 -42 42 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=0.0048443042058331949 0.001686986931713527 0.36042405153873941 -2.3594465003563809 0.034312326866921372 -0.32072889424384909 0.17235233207543693 -1.70965446964387 0.012806496882926602 0.89418070161046881 -1.1971426184688296 -1.1076062758054053 0.37546927397770269 -1.6018443038066228 -1.9364165588732689 -1.4473199214254109 2.0136971144626541 -0.072913230588783143 -0.27840181127296271 1.9749338610605762 -1.5209261693853016 -0.18357265764667141 -0.66090497162606987 -0.067686301271120713 0.34685652216602314 -3.3678554330553325 0.27698381818494627 -1.0430883381583473 -4.8155503499507901 -0.51783659718273323 -1.757342623155564 -0.20336981628324602 0.88031698609074815 -1.6765750199556351 0.0031637177655571384 0.70208101451396943 1.9540847831302219 0.72012467604827113 -0.87201168324266165 2.1514052929197041 -0.31462825536727906 1.6154457844220678 1.4678479393323265 -0.87572679604802817 0.020375926657972568 -1.0670831489066284 -0.14208565468012271 2.1641155106865844 -0.0017058915722231239 1.0150314758563865 -1.9394765496253967
leaf_weight=18553 500797 71 26 123 94 30 31 35415 131 84 56 248 24 31 21 24 18464 282 33 47 31 90 45 570 21 902 55 20 340 20 286 282 48 38 20 27 123 28 35 28 26 24 21 83 27 938 23 590 58 37
leaf_count=18553 500797 71 26 123 94 30 31 35415 131 84 56 248 24 31 21 24 18464 282 33 47 31 90 45 570 21 902 55 20 340 20 286 282 48 38 20 27 123 28 35 28 26 24 21 83 27 938 23 590 58 37
internal_value=0 -0.0107453 -0.292033 -0.444416 -0.769739 -1.25488 -0.784077 -0.00939725 -0.0277552 -0.0399981 -0.0355628 0.057205 0.0326324 0.0403256 -0.758604 0.520019 -0.033941 -0.48926 0.0558186 0.0444963 0.929407 0.0595392 0.0730447 -0.0341603 -1.11774 -0.00194574 -0.149647 -2.04908 -0.0305351 0.195871 0.163019 0.170488 0.474673 -0.101906 -0.97697 0.813546 0.0953847 0.0548129 0.718589 1.219 0.614667 -0.205388 0.37418 0.684769 0.237921 0.011109 0.18238 0.126523 -0.0202851 -0.116056
internal_weight=0 78624 375 304 181 87 61 78249 42834 37439 37073 5395 5123 5099 97 272 37017 366 5002 4938 64 4891 4801 2286 66 2220 1271 75 1196 949 856 2515 498 133 68 65 2017 1894 117 89 54 66 45 365 929 1777 839 816 685 627
internal_count=579421 78624 375 304 181 87 61 78249 42834 37439 37073 5395 5123 5099 97 272 37017 366 5002 4938 64 4891 4801 2286 66 2220 1271 75 1196 949 856 2515 498 133 68 65 2017 1894 117 89 54 66 45 365 929 1777 839 816 685 627
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=51
num_cat=0
split_feature=8 5 1 0 1 4 4 9 14 14 0 13 14 1 3 5 0 14 10 0 10 10 14 13 2 13 0 0 7 12 13 6 13 5 4 10 1 13 0 0 0 0 13 0 1 12 9 14 13 10
split_gain=1044.64 4171.08 4517.27 5408.27 7363.92 4821.07 3860.02 3905.03 7187.67 5680.13 4214.97 3233.9 9030.99 5634.06 6483.28 5120.04 3692.79 6856.76 4882.46 3628.47 5711.31 7847.7 4662.91 6417.35 6075.14 5355.75 4533.49 4699.3 4764.37 6529.9 4258.11 3590.09 7481.75 11148.4 5689.95 10435.1 6916.21 4608.93 4503.99 7285.54 7331.15 10231.2 5849.14 8885.17 6937.46 5476.95 10287.5 9105.35 11032.1 7830.98
threshold=4.5000000000000009 5.5000000000000009 2203.0434350000005 756.85772503207011 2889.3091150000005 6.5000000000000009 3.5000000000000004 3.5000000000000004 0.31698564593301443 0.42678571428571432 924.99774003207006 0.1012820512820513 0.96076923076923093 2818.4131550000006 26.500000000000004 7.5000000000000009 1261.1435850320706 0.18301435406698566 0.73798627002288331 1304.6278725320703 0.90550595238095244 0.96362433862433872 0.029857397504456332 0.25265957446808512 3.5000000000000004 0.16869918699186995 997.54235919873679 1025.5466150320701 3.5000000000000004 1.5000000000000002 0.10762548262548265 2.5000000000000004 0.11651583710407241 6.5000000000000009 10.500000000000002 0.31909090909090915 3585.7070200000003 0.12660256410256412 782.40568753207003 832.93715253206994 875.42535503207012 905.47011253207006 0.18301435406698566 748.39401169873679 2940.4779350000003 4.5000000000000009 2.5000000000000004 0.063164893617021281 0.53950103950103967 0.053342816500711245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -3 10 -10 -9 12 -8 14 -13 -16 17 18 -17 20 22 -22 23 25 -25 -15 -23 -28 -29 -30 -24 32 33 -32 38 36 -36 -33 42 -40 -41 -42 -34 44 -44 46 -43 -48 49 -49
right_child=1 6 3 -5 -6 -7 11 8 9 -11 -12 13 -14 19 15 16 -18 -19 -20 -21 21 26 30 24 -26 -27 27 28 29 -31 31 37 34 -35 35 -37 -38 -39 39 40 41 45 43 -45 -46 -47 47 48 -50 -51
leaf_value=0.00080184705126767571 -0.020503063878654259 -0.085495815212184537 -0.40912526826560502 -0.36570499985101307 1.8297162570953369 0.86758180693501519 0.094190801066658364 1.0671616841107607 -1.7962770551443101 0.057900814398338919 -0.39317134171724322 0.029130823106446248 1.6863737714787324 -0.78795194029808047 -0.32268012688613279 0.88173350224623803 0.15659779446392225 0.46928054529267388 2.5547888828046394 0.17415186313291392 -1.3522776026810919 0.36974089799157106 -0.72725408911705025 -0.32839689245147091 -2.2381767989860641 0.91913917029605197 -1.6359793209260509 0.011560640039129391 -2.3314337787839277 -0.30408716899283394 2.6812801532123398 -0.91730859054297942 0.35405237178007765 -0.13721871243582831 1.3257840197710764 2.4209715304167378 -0.96975425243377689 0.16638393565614262 0.79666818194091327 -1.2890051034707872 1.7824039427133707 -0.4246676206101041 -1.0805044923073206 -2.0407842791742747 1.1403570597822017 -0.65774711343713788 2.372985697334463 -0.32689406152041456 -0.96945589972393853 1.1641964390731994
leaf_weight=559469 1467 5806 100 1046 25 42 3416 112 20 95 24 4107 36 40 71 37 116 148 33 405 84 83 90 31 36 34 31 144 24 47 23 41 36 36 21 23 35 917 72 63 26 338 39 54 22 220 22 53 56 105
leaf_count=559469 1467 5806 100 1046 25 42 3416 112 20 95 24 4107 36 40 71 37 116 148 33 405 84 83 90 31 36 34 31 144 24 47 23 41 36 36 21 23 35 917 72 63 26 338 39 54 22 220 22 53 56 105
internal_value=0 -0.0224844 -0.138558 -0.281334 0.247119 -0.0315077 -0.00447383 -0.068801 0.317375 -0.264565 0.809456 0.030268 0.110795 -0.00554032 0.0667733 0.448496 0.612428 0.85498 1.67046 -0.105903 -0.145756 -0.489588 -0.0873909 -0.645546 -1.35455 -0.00361278 -0.269327 -0.484948 -0.318985 -0.989387 -0.0530541 -0.0254983 -0.13755 0.961518 -0.192271 0.627625 -0.108927 0.120005 -0.250835 -0.170592 -0.249463 -0.169595 -0.758333 -1.10656 -0.279538 -0.233515 -0.0709168 0.435726 0.236569 0.664021
internal_weight=0 19952 2680 1213 167 142 17272 6057 251 115 136 11215 3452 7763 4512 405 334 218 70 3251 2846 413 2433 141 67 74 329 246 215 71 2292 2202 1244 59 1185 79 56 958 1106 955 883 820 151 115 61 794 574 236 214 158
internal_count=579421 19952 2680 1213 167 142 17272 6057 251 115 136 11215 3452 7763 4512 405 334 218 70 3251 2846 413 2433 141 67 74 329 246 215 71 2292 2202 1244 59 1185 79 56 958 1106 955 883 820 151 115 61 794 574 236 214 158
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=51
num_cat=0
split_feature=3 1 1 3 1 3 4 9 10 10 10 12 1 9 0 0 3 9 1 0 1 10 5 6 3 0 0 7 0 6 10 10 9 0 14 1 4 3 0 11 10 6 13 13 4 0 14 9 10 10
split_gain=1032.34 9758.02 3249.81 2785.49 2319.41 7886.43 3620.73 3838.83 3426.35 12556.6 5165.03 2950.71 4028.78 2949.17 7990.35 3315.45 2862.42 2784.75 2738.58 2568.51 2502.9 2398.21 2568.76 2308.32 2250.25 6195.29 5805.71 3313.98 2706.23 3899.07 4213.35 4759.48 8210.23 3872.2 3139.54 4048.96 3105.42 2704.16 3073.17 2444.85 2479.68 3609.21 2883.23 2877.92 2807.72 2438.63 2434.26 2400.47 2822.25 2367.33
threshold=10.500000000000002 1252.60679 1331.5861150000003 9.5000000000000018 1420.6708450000003 12.500000000000002 5.5000000000000009 1.5000000000000002 0.22967032967032971 0.81698564593301448 0.63762626262626265 2.5000000000000004 1537.7339850000001 2.5000000000000004 571.91671336540344 614.34713878207003 12.500000000000002 1.5000000000000002 1390.7039699999998 468.91642503207009 1525.7882200000001 0.267948717948718 1.5000000000000002 1.0000000180025095e-35 15.500000000000002 830.42336253206997 521.81975503207002 1.0000000180025095e-35 521.81975503207002 3.5000000000000004 0.41763565891472876 0.16441441441441443 3.5000000000000004 542.77612253207008 0.71651785714285732 1980.0081750000002 1.0000000180025095e-35 14.500000000000002 902.44223919873673 0.19399641577060936 0.075961538461538483 2.5000000000000004 0.19292803970223329 0.68857758620689669 1.5000000000000002 952.97267003207003 0.29217479674796754 1.5000000000000002 0.75277777777777788 0.23166368515205729
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 11 8 -8 -2 10 13 12 -6 15 21 16 18 -12 -10 -19 -7 22 -15 -20 25 26 39 45 29 30 31 -26 34 36 46 -36 -30 -29 -39 40 41 43 44 -22 -42 -27 -33 -38 -49 -34
right_child=4 2 -4 -5 5 20 7 -9 9 -11 17 -13 -14 14 -16 -17 -18 19 23 -21 24 -23 -24 -25 28 27 -28 37 33 -31 -32 32 49 -35 35 -37 47 38 -40 -41 42 -43 -44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00055593661443879502 -0.023428311461093615 -0.49538912710973193 -0.31477119906687384 -0.089532660040007248 -0.080459327506830325 0.030969398120409237 0.051296251564298359 0.27139183979843934 0.19127865953650544 -0.0040939021943379337 -0.39571322173594614 -0.016784113281742633 -0.28125156188701306 -0.61231253184378154 0.071619638820936013 0.060058342382833668 -0.16939228908784354 -0.020578576429453616 0.27904735822743237 0.26139775539303839 -0.090720383607320432 -0.53059978328098012 0.54927375519529309 0.97427411415997678 -0.006437046866004284 -0.02072536087847204 0.01028320001851965 -0.19620754367917759 -1.3112374370296798 0.81336106853332457 -0.23728185181938849 0.78352933904156097 0.32738626110248076 0.0035645109551419949 0.63508175168281955 2.2112319844109671 0.40066758679672027 -0.049369178676773567 -0.24007215466914811 -0.65308793924188102 -0.87409600731399328 1.3635189366340636 -0.29420456679845358 0.55111379639969937 0.037078503830071316 -0.26743183489962552 0.18187267843248517 -0.16471027307204403 -0.98418574102900258 -0.63537999332152517
leaf_weight=73761 19618 175 844 5020 8878 26930 3023 1074 2140 39786 73 6566 1126 32 1412 7339 201 365 109 2810 508 354 47 85 520 15938 54162 2253 24 82 284 160 39 292117 39 28 71 7056 960 93 36 20 1042 81 558 411 116 937 44 74
leaf_count=73761 19618 175 844 5020 8878 26930 3023 1074 2140 39786 73 6566 1126 32 1412 7339 201 365 109 2810 508 354 47 85 520 15938 54162 2253 24 82 284 160 39 292117 39 28 71 7056 960 93 36 20 1042 81 558 411 116 937 44 74
internal_value=0 -0.0105617 -0.132773 -0.103204 0.00168692 -0.00125408 0.0174718 0.108993 0.0124301 0.0252781 0.103356 -0.0688722 -0.103059 0.0724296 -0.0436225 0.0941145 0.192709 0.214941 0.223893 0.228982 0.00151527 -0.419424 0.0787578 0.583657 -0.000585068 -0.0151159 0.00362314 -0.0548918 0.00351554 0.145197 0.101714 0.200356 0.436172 0.00286703 0.679722 1.29377 -0.186487 -0.0994132 -0.0722079 -0.150664 -0.12985 0.042405 -0.193972 -0.00245456 -0.0181442 -0.0269274 0.530659 -0.160827 -0.201466 -0.303098
internal_weight=0 79800 6039 5195 499621 421153 78468 4097 74371 54753 14967 16570 10004 11719 1845 9874 2535 3248 2334 3175 404583 433 79 194 377653 83118 56500 26618 294535 1342 1260 976 456 293193 343 67 1076 10269 8016 2338 2245 609 1636 589 594 16349 276 1052 981 113
internal_count=579421 79800 6039 5195 499621 421153 78468 4097 74371 54753 14967 16570 10004 11719 1845 9874 2535 3248 2334 3175 404583 433 79 194 377653 83118 56500 26618 294535 1342 1260 976 456 293193 343 67 1076 10269 8016 2338 2245 609 1636 589 594 16349 276 1052 981 113
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=51
num_cat=0
split_feature=7 10 0 4 12 5 3 8 14 13 5 5 0 13 0 5 14 3 14 5 14 14 14 10 12 5 6 2 10 8 8 5 14 12 8 12 6 6 4 4 4 13 13 12 10 0 4 13 4 1
split_gain=1146.08 1590.52 3633.65 6071.3 3304.14 3093.86 4350.73 2918.2 5592.29 5859.03 3332.77 5655.16 4249.81 3594.65 3295.44 3223.05 3130.37 4652.99 4467.77 6207.72 4281.78 12665.7 7209.99 6151.41 5409.96 10918.6 4778.03 5036.33 4734.91 4186.86 3713.72 3688.71 3555.26 5511.68 5182.92 4319.95 3660.54 4011.2 3298.23 3295.28 4592.85 3025.18 3005.67 3626.76 3005.18 5191.89 5753.89 3559.39 3523.39 3755.05
threshold=1.5000000000000002 0.95346320346320357 1030.5273950320702 11.500000000000002 10.500000000000002 2.5000000000000004 27.500000000000004 5.5000000000000009 0.043961352657004842 0.76568627450980398 7.5000000000000009 8.5000000000000018 908.49508003207006 0.15075757575757578 767.39449753207009 12.500000000000002 0.17752100840336138 27.500000000000004 0.13423423423423428 6.5000000000000009 0.7231800766283526 0.81980519480519487 0.49390243902439029 0.95916666666666683 2.5000000000000004 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.96076923076923093 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.074537037037037054 5.5000000000000009 2.5000000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 6.5000000000000009 8.5000000000000018 0.89564428312159727 0.48331479421579543 4.5000000000000009 0.95916666666666683 853.50491753207018 6.5000000000000009 0.20256410256410259 9.5000000000000018 2818.4131550000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -4 10 -9 14 16 12 -12 -14 -10 -16 18 20 32 30 22 23 -18 -22 -24 29 27 -23 -28 31 -20 -26 41 44 36 -36 37 -35 -39 42 -41 -3 43 -32 45 46 47 -34 49 -46
right_child=-2 2 5 -5 -6 -7 -8 8 9 -11 11 -13 13 -15 15 -17 17 -19 19 -21 21 26 24 -25 25 -27 28 -29 -30 -31 39 -33 33 34 35 -37 -38 38 -40 40 -42 -43 -44 -45 48 -47 -48 -49 -50 -51
leaf_value=0.0036403960425673504 -0.0073182519909303946 -0.35571259309848152 0.14287606247941093 1.5874000708262126 0.78714112307876349 -0.015562998447154195 1.2123716703848915 0.89428493781336427 0.37241538614034653 0.68249445340850146 0.31159591847384466 -0.12575425671642287 2.4847395932674412 0.66950015053153045 -1.0034967481795893 0.20433409810066225 -0.11113219712970748 0.92163483914063904 0.46871940827951203 -1.860594684788675 -2.600513064861298 -0.15528329688516496 0.094874206090042768 -0.53416281247138986 0.26525246573657529 2.6985214426049167 -1.2921336348795771 1.1704350899095119 0.065490377583989387 -0.72826068401336674 0.42712598758084436 1.826229892546932 -1.1854345515716909 -0.27203618133509599 0.39481034141320448 2.2177308027560896 -0.29855099735916196 2.0997964252596315 0.3439117676019669 -1.3132338806130421 0.15925372115203315 0.89362209200859066 -1.3126777131449092 -0.67539979922226989 0.22814956260586366 -0.87272765333614055 0.67623590739334327 0.23380110502243043 1.367529411315918 -0.7931575546662013
leaf_weight=413474 156277 627 775 21 40 4738 40 29 24 33 98 228 20 24 190 25 1102 49 41 33 34 76 172 25 41 28 49 46 54 23 70 24 43 27 26 26 83 23 20 87 28 20 22 52 144 124 68 30 20 48
leaf_count=413474 156277 627 775 21 40 4738 40 29 24 33 98 228 20 24 190 25 1102 49 41 33 34 76 172 25 41 28 49 46 54 23 70 24 43 27 26 26 83 23 20 87 28 20 22 52 144 124 68 30 20 48
internal_value=0 0.0027028 -0.0373872 -0.108579 -0.117275 0.0153946 0.195367 -0.126194 -0.425786 -0.566528 -0.102179 0.182776 0.678163 1.49461 -0.738988 -0.863051 -0.133326 -0.038878 -0.23124 -0.558785 -0.0669934 -0.420814 0.00529795 -1.72494 0.450805 0.978564 -0.0788426 0.344578 -0.58037 0.431305 -0.415585 0.841613 -0.149169 0.0101373 0.44378 1.30627 0.150646 0.683265 1.28311 -0.555572 -0.954715 -0.317093 -0.236812 -0.042803 -0.176229 -0.400731 0.0143574 -0.602187 0.104399 -0.0271772
internal_weight=0 423144 9670 4117 4096 5553 815 4056 301 272 3755 370 142 44 239 215 3385 1723 1662 333 1674 284 1390 59 288 116 225 122 103 88 300 65 1329 682 205 52 153 70 43 259 115 647 144 122 477 265 141 73 212 192
internal_count=579421 423144 9670 4117 4096 5553 815 4056 301 272 3755 370 142 44 239 215 3385 1723 1662 333 1674 284 1390 59 288 116 225 122 103 88 300 65 1329 682 205 52 153 70 43 259 115 647 144 122 477 265 141 73 212 192
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=51
num_cat=0
split_feature=8 3 0 0 6 0 11 6 4 6 1 13 10 4 10 10 13 2 0 1 13 4 3 6 1 6 10 1 0 13 0 10 12 5 2 10 13 12 7 10 14 14 14 14 12 1 2 12 6 0
split_gain=1066.6 1432.73 3368.83 2315.63 3273.3 2724.31 3981.03 3815.41 3462.33 5875.61 4605.19 2707.27 3352.57 2686.91 6650.64 3702.46 4232.9 3892.1 3727.95 3131.81 2475.18 2471.76 2279.13 2985.03 2453.96 4129.64 4702.04 4499 4425.78 4210.85 4192.36 5345.68 3902.82 3614.05 3018.24 4233.27 5838.71 3676.37 3006.64 3698.07 7824.44 3622.78 2862.45 2325.12 2272.04 3671.52 3756.66 2395.28 2264.09 9127.74
threshold=1.0000000180025095e-35 11.500000000000002 726.36952003207 491.23609769873673 1.5000000000000002 537.25655753207002 0.28388278388278393 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2017.0318350000002 0.24695121951219515 0.24695121951219515 3.5000000000000004 0.10620300751879701 0.059714795008912663 0.084523809523809543 3.5000000000000004 659.36479253207006 1786.9233750000003 0.12060606060606062 3.5000000000000004 31.500000000000004 8.5000000000000018 1713.9010500000002 2.5000000000000004 0.94201680672268917 1755.9096100000002 673.3117550320701 0.23606811145510839 845.88457503207007 0.69337606837606847 5.5000000000000009 4.5000000000000009 2.5000000000000004 0.94590643274853814 0.24695121951219515 7.5000000000000009 2.5000000000000004 0.21913109756097562 0.087595907928388769 0.6198686371100165 0.04210992907801419 0.04819976771196284 8.5000000000000018 2452.1930800000005 3.5000000000000004 5.5000000000000009 5.5000000000000009 752.38887753207007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 21 6 7 20 11 -10 -11 12 -9 14 15 16 -7 -18 -19 -17 -5 -3 24 -24 -16 34 27 -27 -28 30 31 32 -29 -32 37 38 -37 43 41 -40 -41 42 -36 -26 45 46 -44 -47 -15 -50
right_child=-2 3 -4 5 -6 13 -8 8 9 10 -12 -13 -14 48 22 19 17 18 -20 -21 -22 -23 23 -25 25 26 28 29 -30 -31 33 -33 -34 -35 35 36 -38 -39 39 40 -42 -43 44 -45 -46 47 -48 -49 49 -51
leaf_value=-0.0038154933516870316 -0.0030224751726078466 -0.08922870463529925 -0.2635948140507427 0.017922251193102614 0.38864247712266187 -0.13474703831258483 -0.6058776161466628 0.52462185704045827 0.024165948932306561 0.96452413562868466 -0.22883632020516831 -1.2125104761785932 -0.87079994353381085 0.006584667033651662 0.051752687749141539 -0.087364945262925542 0.054083727084556256 -0.21301759619679717 -1.5342396977756705 -0.42192932732682431 -0.22266870871461009 0.16159355739781739 -1.3168349080615576 0.17015287302158499 0.79047696855333127 0.55673903116473455 1.6154886940251227 -0.63626695289390123 0.18202904678639409 0.063016783405012031 0.02218150635537464 -1.4920733173047342 0.51355590530567707 -1.3229189309206877 -0.86794512011110792 1.1731706180784962 -0.48229767128273293 -0.26677434479679202 1.5434642966046479 -0.83239319862388994 0.7130601588933746 -0.45563281585188475 0.25753946435042757 0.12708944744557654 0.63565697017183997 0.083411982013233785 -0.83962612971663475 -1.1809573628729388 0.59927346902589007 -0.37116483338177209
leaf_weight=65989 387243 668 503 619 368 1813 134 36 1656 122 44 36 33 92033 12288 1010 5353 90 28 387 1383 954 27 27 54 81 23 164 339 313 217 62 36 22 24 101 27 242 33 41 163 85 1260 2446 128 29 32 31 120 504
leaf_count=65989 387243 668 503 619 368 1813 134 36 1656 122 44 36 33 92033 12288 1010 5353 90 28 387 1383 954 27 27 54 81 23 164 339 313 217 62 36 22 24 101 27 242 33 41 163 85 1260 2446 128 29 32 31 120 504
internal_value=0 0.00609036 -0.00578068 0.0123705 0.119385 0.0106489 -0.0698801 -0.0515997 0.0488436 0.0810219 0.648212 -0.509528 -0.142754 0.0133838 0.0411587 -0.0309229 -0.00232242 0.0415609 -0.526528 -0.180047 -0.14828 0.0582956 0.0753614 -0.573341 0.0772818 0.129978 -0.0310063 -0.15401 0.273105 -0.224736 -0.404509 -0.680795 -0.429299 -0.101635 0.17307 0.268039 0.82397 0.105393 0.229069 0.561329 0.402454 0.179513 0.215408 0.141419 0.232976 0.194853 0.230365 -0.569846 0.00529752 -0.184542
internal_weight=0 192178 66492 125686 1990 123696 4063 3929 1927 1822 166 105 69 119633 26976 8681 7284 5471 118 1397 2002 1622 18295 54 18241 5953 1257 895 362 814 501 262 200 239 4696 1954 128 2742 1826 237 204 1589 1504 2500 1480 1352 1292 60 92657 624
internal_count=579421 192178 66492 125686 1990 123696 4063 3929 1927 1822 166 105 69 119633 26976 8681 7284 5471 118 1397 2002 1622 18295 54 18241 5953 1257 895 362 814 501 262 200 239 4696 1954 128 2742 1826 237 204 1589 1504 2500 1480 1352 1292 60 92657 624
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=51
num_cat=0
split_feature=3 0 14 11 0 11 11 8 2 1 13 0 13 5 8 10 0 14 14 9 6 10 0 8 5 0 1 1 4 5 0 9 10 0 10 10 14 5 6 12 7 10 5 0 5 3 10 14 4 13
split_gain=1083.97 3704.57 2936.05 3356.76 6293.42 2665 3686.4 4466.08 4357.68 3124.38 6292.36 5743.76 5671.61 5798.52 8360.28 9371.68 6208.65 5184.62 5942.89 4723.35 6316.85 7027.31 6890.09 4769.6 4672.56 4648.39 4137.84 7339.6 7378.88 4590.09 4114.47 5206.2 11719.5 4830.42 5294.84 9472.79 4754.01 4405.98 4373.11 4797 4325.18 7661.12 9583.74 7317.5 6947.04 6899.9 5402.59 5271.41 8883.56 9882.18
threshold=22.500000000000004 1261.1435850320706 1.0000000180025095e-35 0.033908045977011504 964.0890050320703 0.56330128205128216 0.3816526610644258 5.5000000000000009 3.5000000000000004 2593.3173250000004 0.17752100840336138 861.91193253206995 0.03883861236802414 7.5000000000000009 2.5000000000000004 0.73798627002288331 795.43170253206983 0.56330128205128216 0.913664596273292 1.5000000000000002 2.5000000000000004 0.65450928381962881 1243.5699533654035 2.5000000000000004 2.5000000000000004 746.39816669873687 2547.3074800000004 2518.2469050000004 5.5000000000000009 3.5000000000000004 861.91193253206995 1.5000000000000002 0.39009661835748799 845.88457503207007 0.084523809523809543 0.11834733893557424 0.039230769230769243 8.5000000000000018 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.95916666666666683 6.5000000000000009 818.3761091987368 8.5000000000000018 26.500000000000004 0.075961538461538483 0.65821566110397967 3.5000000000000004 0.43050193050193059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 9 -8 -9 10 11 12 13 -4 15 -15 -16 -14 24 -13 21 -21 -23 -24 -19 -12 27 -26 -29 -28 33 -32 -33 36 -35 -36 -27 38 39 -34 47 43 -43 -42 -44 46 -45 48 -38 -50
right_child=2 -3 5 -5 -6 -7 7 8 -10 -11 25 19 17 14 16 -17 -18 18 -20 20 -22 22 23 -25 26 30 29 28 -30 -31 31 32 37 34 35 -37 40 -39 -40 -41 41 42 44 45 -46 -47 -48 -49 49 -51
leaf_value=-0.0013884957793116155 1.7481785246304105 -0.15978706422017275 -0.00034820409989449677 0.08917978823102074 -0.067463240878922609 -0.062561091141871 0.10546400850549489 0.45981397275106017 2.1041560396552086 -0.0031950914742610924 -0.083900321500325864 -0.026370633950462758 -0.20891217832123107 2.9016457302229748 -0.73079821736204864 0.46232708576652737 0.64214761212307925 -0.62158054138573127 -1.3136718112846901 0.17206873263422459 -0.1844391503938656 1.1122533209673646 0.57158161125135154 -0.73667970568668562 0.28121758109334588 1.3290795842806498 1.9210962666405571 0.42458284479199038 -1.4944954314652612 0.42441912370569573 -0.051389339182282424 -0.062903408454632034 0.81875536739218002 -0.027973549338904297 2.3469540192021263 0.44156382128586708 1.1752857790436857 1.1246459667024942 -0.22901718066288879 0.25844400044934357 0.15069913275909563 -0.23740494779327462 2.3963576018810273 0.23423670042644848 0.57546954859386801 1.3773887625107399 -0.40590851553942919 -0.19364075017876403 0.62714521875137963 -0.17406735698963313
leaf_weight=486776 35 1481 1029 3011 42 5233 2212 83 20 62339 1192 2094 2972 28 51 36 93 71 29 1083 348 180 87 41 431 33 27 33 51 85 2148 940 245 242 27 776 129 87 104 406 1310 57 40 165 44 26 656 172 339 282
leaf_count=486776 35 1481 1029 3011 42 5233 2212 83 20 62339 1192 2094 2972 28 51 36 93 71 29 1083 348 180 87 41 431 33 27 33 51 85 2148 940 245 242 27 776 129 87 104 406 1310 57 40 165 44 26 656 172 339 282
internal_value=0 -0.00186896 0.0100098 0.105853 0.757828 0.00664946 0.0110213 0.135436 0.779104 0.00744469 0.0439103 -0.0170508 -0.0883698 0.0969932 0.578552 1.52953 0.155896 -0.150358 0.0890141 0.0747912 0.196604 0.291934 0.713407 0.152529 0.147292 0.100659 0.234357 0.114557 -0.740572 0.785225 0.127396 0.0534443 0.17981 0.195015 0.382059 0.50563 0.134929 0.450772 0.37312 0.469314 0.122691 0.0492793 0.763425 0.00259668 1.44256 -0.226464 -0.277256 0.305663 0.420169 0.26331
internal_weight=0 488257 91164 3088 77 88076 82843 2315 103 80528 18189 8769 4936 1237 208 64 144 3699 727 3833 1739 1391 308 128 698 9420 627 515 84 112 8228 3930 1782 4298 1045 803 3253 842 755 651 3220 2298 141 2157 84 847 821 922 750 621
internal_count=579421 488257 91164 3088 77 88076 82843 2315 103 80528 18189 8769 4936 1237 208 64 144 3699 727 3833 1739 1391 308 128 698 9420 627 515 84 112 8228 3930 1782 4298 1045 803 3253 842 755 651 3220 2298 141 2157 84 847 821 922 750 621
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=51
num_cat=0
split_feature=7 3 6 0 14 12 8 12 11 9 10 11 12 13 6 0 4 5 10 8 14 4 13 0 0 14 2 13 13 0 6 9 0 5 0 1 7 14 5 14 6 3 10 7 1 0 0 3 12 14
split_gain=1049.41 2177.49 5530.22 3764.49 7494.37 5964.19 11716.5 10801.9 7089.15 3948.94 4563.21 5085.12 3685.05 3222.74 3943.23 4285.42 3774.44 3087.21 5538.83 2297.08 1913.86 5438.33 11344.9 6727.72 6470.6 4350.11 3585.44 5803.33 4519.64 3554.94 3554.44 9968.36 7287.51 6951.39 3497.85 4261.44 3286.75 2925.78 2849.02 7581.31 2465.98 4409.36 3558.05 3129.02 3477.58 4549.59 2772.23 3108.88 2580.55 6328.83
threshold=5.5000000000000009 40.500000000000007 8.5000000000000018 1075.5508225320702 0.36474501108647456 2.5000000000000004 4.5000000000000009 3.5000000000000004 0.57359307359307377 3.5000000000000004 0.8765243902439025 0.29520697167755999 4.5000000000000009 0.087595907928388769 2.5000000000000004 1144.5916150320702 9.5000000000000018 12.500000000000002 0.36474501108647456 3.5000000000000004 0.096006144393241177 8.5000000000000018 0.18834459459459463 1102.5722025320704 1069.5963050320704 0.059714795008912663 3.5000000000000004 0.18301435406698566 0.13680926916221037 1176.0554425320704 1.5000000000000002 2.5000000000000004 905.47011253207006 5.5000000000000009 837.92518003206999 2108.9910100000002 8.5000000000000018 0.074537037037037054 7.5000000000000009 0.072299651567944254 5.5000000000000009 40.500000000000007 0.44281045751633991 13.500000000000002 2841.4711600000005 869.95145253207011 938.81247003207011 23.500000000000004 2.5000000000000004 0.60232558139534886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 6 -5 -7 9 10 11 13 -3 14 -9 -16 -15 18 -4 -11 21 25 24 -24 -23 30 28 -28 -27 -26 31 34 -32 -33 35 -2 -36 -29 -30 -40 43 42 -42 48 45 -45 47 -44 -22 -50
right_child=20 2 17 5 -6 7 -8 8 -10 19 -12 -13 -14 16 15 -17 -18 -19 -20 -21 40 22 23 -25 29 26 27 37 38 -31 32 33 -34 -35 36 -37 -38 -39 39 -41 41 -43 46 44 -46 -47 -48 -49 49 -51
leaf_value=0.00023639500713594017 -0.29751537475321027 -0.61999020332639876 0.11344030678272249 0.82905917103801452 2.553693683309989 2.0340636007487776 -1.9521156205372379 0.2793654203414917 -1.4512672424316406 0.43191047417266032 1.3238781209345218 1.3234758913517 1.2319846017020089 0.71343023492531343 -2.3033291277678116 -0.32749957697732107 -0.86735636093046353 0.12374181827983342 -2.1398383078475791 1.701745047959788 0.020897168127755304 1.3313775511348949 -2.3786338100562228 -0.32411129985536852 -1.4886036396026612 -0.31775049931555988 1.9574414685794286 0.9948030839363734 0.30266532513002553 0.37426886562080613 -0.69886648016685704 0.31645424241820974 0.12837627481817124 2.6765442573107205 -0.029286132772247515 1.3745696345397405 -1.1430791539140046 -0.62145895645731974 -0.024777053241376523 2.3919188506603244 0.15519947919292729 -1.3543734330880015 -0.022568457219749691 -1.3831801869652489 -1.7464773654937744 0.46238430896226101 -0.16324696150384374 -1.5316856265068055 -0.20106859760146098 0.6988061325916326
leaf_weight=573342 27 22 20 28 22 36 33 22 24 28 27 22 21 44 23 21 23 37 24 29 2443 34 37 28 20 100 35 24 192 21 173 24 277 26 154 35 32 21 27 25 138 38 20 22 22 34 79 43 1339 83
leaf_count=573342 27 22 20 28 22 36 33 22 24 28 27 22 21 44 23 21 23 37 24 29 2443 34 37 28 20 100 35 24 192 21 173 24 277 26 154 35 32 21 27 25 138 38 20 22 22 34 79 43 1339 83
internal_value=0 0.000419394 0.207773 0.352098 1.05251 0.225635 -0.675511 0.409481 0.187105 0.351628 0.124148 -0.0848375 0.284463 -0.317792 -0.813758 -1.36032 0.170772 -0.549492 -1.11562 1.07797 -0.0431847 0.0624241 -0.526644 -1.49361 0.311392 0.132791 0.388681 0.991689 0.248447 -0.534449 -0.0122596 0.255616 -0.189653 1.5437 -0.00407893 0.646404 -0.220906 0.240547 0.480495 1.1371 -0.0757026 -0.343582 -0.206403 -0.0540983 -0.681172 -0.262659 -0.557819 -1.0526 -0.0414433 -0.148544
internal_weight=0 573848 506 425 65 360 61 299 263 239 182 155 43 133 66 44 67 81 44 57 5573 1312 140 65 75 1172 424 80 344 41 748 298 450 50 248 62 186 45 244 52 4261 318 280 3943 78 56 142 63 3865 1422
internal_count=579421 573848 506 425 65 360 61 299 263 239 182 155 43 133 66 44 67 81 44 57 5573 1312 140 65 75 1172 424 80 344 41 748 298 450 50 248 62 186 45 244 52 4261 318 280 3943 78 56 142 63 3865 1422
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=51
num_cat=0
split_feature=8 0 5 4 0 13 10 10 11 4 1 9 5 13 3 10 10 13 1 7 14 3 0 10 14 5 4 10 3 10 3 0 8 1 0 0 5 0 0 3 13 9 13 3 0 1 3 14 13 0
split_gain=1056.56 1867.77 1705.33 2838.1 3541.98 2195.67 2204.88 1986.76 1748.85 1665.86 2787.79 3180.2 6785.73 2684.89 2590.58 2390.51 4151.75 3515.54 2538.65 2497.77 4407.31 3543.69 7579.16 9069.67 3326.16 2582.39 3067.22 3355.16 2814.91 8907.97 4181.85 4150.88 2790.8 4238.15 5225.49 5889.43 4156.51 9794.82 4828.56 5585.51 4615.07 3608.03 5828.36 4707.27 3882.91 3676.83 4981.14 3563.79 4208.93 5945.03
threshold=6.5000000000000009 567.29675669873677 7.5000000000000009 6.5000000000000009 1165.0077825320702 0.57321428571428579 0.33771929824561409 0.044466403162055343 0.046536796536796543 3.5000000000000004 2268.1115500000001 1.5000000000000002 11.500000000000002 0.059714795008912663 38.500000000000007 0.97100840336134464 0.96922348484848497 0.12060606060606062 3990.9076300000002 5.5000000000000009 0.11237373737373739 39.500000000000007 1332.1595350320702 0.40270270270270275 0.14459930313588851 13.500000000000002 6.5000000000000009 0.81934731934731941 37.500000000000007 0.12660256410256412 36.500000000000007 1006.7816783654035 7.5000000000000009 2889.3091150000005 760.88969503207011 815.91853253207012 10.500000000000002 884.09291836540353 935.44215503206999 32.500000000000007 0.24695121951219515 2.5000000000000004 0.16064516129032261 33.500000000000007 804.4082275320701 2716.2336750000004 30.500000000000004 0.087595907928388769 0.059714795008912663 861.91193253206995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 8 -3 10 11 -4 13 -13 -12 16 19 -18 -17 21 -21 25 23 24 -23 28 27 -27 30 -30 32 -32 41 34 -34 -36 37 40 39 -38 -35 43 47 -11 -44 -46 -47 -43 -49 -50
right_child=1 2 9 4 -6 -7 -8 -9 -10 15 14 12 -14 -15 -16 18 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31 31 -33 33 36 35 -37 38 -39 -40 -41 -42 42 44 -45 45 46 -48 48 49 -51
leaf_value=0.00037990119100758907 -0.89314300555449266 0.91954540682561481 -0.14878153467228403 -2.1421764850616456 0.22167875250180563 -0.29607673486073816 -0.77201481785463255 -0.19296581101717256 -0.10997462670008343 -0.039106417040628977 -0.26593042666313704 -0.60262630869482847 1.6832048752615529 0.25358147603659498 0.52220065051859077 -0.69279696700487581 1.9534119963645935 0.14453522508794611 0.19769296994805338 1.6764760773181917 0.13535645933200915 0.51811866225867431 0.67400480562415077 -2.3157275319099426 -0.99644463308926301 -0.17025730982422829 1.4592608474768127 1.1421886358942304 2.1438998098373414 -0.27421575608925947 -2.0288387751579289 -0.11260906480825866 1.1261949099434747 -1.0028238209811124 -1.2900208801934214 0.10058115916821775 0.016270461721079692 -0.31399449581112815 -0.30772088730166147 2.0791872240248184 -3.1017039513587954 -0.96790488259545693 0.099620116949081419 1.1859689074032234 0.25191921144723894 2.8051782663051901 0.96646491815062141 0.96973064951598653 0.85586108788847925 -1.2557188614209494
leaf_weight=574871 26 33 387 24 30 24 23 353 33 633 800 43 31 247 44 89 21 22 50 25 72 29 39 33 29 64 26 28 25 39 20 26 45 22 33 395 35 189 141 21 20 29 35 33 22 26 34 48 24 30
leaf_count=574871 26 33 387 24 30 24 23 353 33 633 800 43 31 247 44 89 21 22 50 25 72 29 39 33 29 64 26 28 25 39 20 26 45 22 33 395 35 189 141 21 20 29 35 33 22 26 34 48 24 30
internal_value=0 -0.0479987 -0.0431416 -0.21351 -0.689347 -1.07429 -1.47167 -0.0988093 0.404785 -0.0210158 -0.102091 0.0442409 0.27695 0.126627 -0.224843 0.0303008 0.0545058 1.02794 -0.372477 0.0360663 0.532552 0.0139038 -0.492341 -0.992203 -0.239163 0.0461171 0.500217 0.229183 0.0182814 0.670361 -0.00414372 -0.945752 0.0197207 -0.105172 0.101137 -0.00663816 -0.333172 -0.620957 0.00428301 0.789864 -2.00229 0.142837 0.468429 0.0215955 0.981396 1.35776 1.76324 0.0102819 0.288394 -0.317239
internal_weight=0 4550 4524 520 101 71 47 419 66 4004 1552 708 321 290 844 2452 2313 43 139 2270 97 2173 130 91 58 2043 118 92 1925 64 1861 46 1815 901 473 428 428 231 197 56 42 914 248 666 117 82 60 131 102 54
internal_count=579421 4550 4524 520 101 71 47 419 66 4004 1552 708 321 290 844 2452 2313 43 139 2270 97 2173 130 91 58 2043 118 92 1925 64 1861 46 1815 901 473 428 428 231 197 56 42 914 248 666 117 82 60 131 102 54
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=51
num_cat=0
split_feature=12 13 13 1 13 0 10 12 4 5 14 10 14 13 9 4 13 5 13 0 4 14 0 5 14 8 0 0 0 10 7 0 14 14 12 8 9 6 0 11 8 4 1 0 10 1 14 2 14 13
split_gain=1043.67 2555.18 5134.04 3683.37 9545.56 9778.83 12581.5 9024.37 5958.93 9160.09 5346.3 4845.13 4587.14 8707.64 6548.03 6758.96 5380.62 6401.96 4708.77 7008.7 4446.71 4856.28 10738.9 8285.2 5030.78 5005.35 7371.22 4333.28 7768.72 9177.73 6896.14 7387.18 4774.05 4314.12 14925.7 5154.01 4875.73 6895.12 7941.5 5748.37 4686.92 4406.56 3596.76 3579.53 9399.07 8294 8137.03 5456.56 4957.59 3910.19
threshold=7.5000000000000009 0.18301435406698566 0.18834459459459463 3305.7150050000014 0.13680926916221037 1127.0524375320704 0.19139194139194141 10.500000000000002 6.5000000000000009 3.5000000000000004 0.30860805860805868 0.31909090909090915 0.087595907928388769 0.084523809523809543 4.5000000000000009 7.5000000000000009 0.077935222672064791 9.5000000000000018 0.10620300751879701 1069.5963050320704 10.500000000000002 0.053342816500711245 993.19139336540354 4.5000000000000009 0.029857397504456332 1.5000000000000002 1006.7816783654035 911.92921503207015 964.0890050320703 0.1126984126984127 2.5000000000000004 853.50491753207018 0.14459930313588851 0.067424242424242428 8.5000000000000018 1.5000000000000002 3.5000000000000004 1.5000000000000002 1075.5508225320702 0.18634259259259262 2.5000000000000004 10.500000000000002 2796.3567100000005 1015.5416250320701 0.077935222672064791 3585.7070200000003 0.15504807692307696 3.5000000000000004 0.22361111111111112 0.267479674796748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 42 -2 10 6 7 8 -6 -10 12 -12 16 27 15 -15 33 20 19 -17 21 22 23 -18 -24 -23 -27 30 29 -29 31 -14 -33 36 40 -36 41 39 -39 -38 -35 -5 -3 44 48 46 -46 -45 -4 -48
right_child=1 2 43 4 5 -7 -8 -9 9 -11 11 -13 13 14 -16 18 17 -19 -20 -21 -22 25 24 -25 -26 26 -28 28 -30 -31 -32 32 -34 34 35 -37 37 38 -40 -41 -42 -43 -44 47 45 -47 49 -49 -50 -51
leaf_value=0.0005686349776177251 -0.053015988446360567 0.0029426970265128399 -0.18767762763683615 -0.023713125660673115 -0.093726643054716063 -0.11636260621249678 2.4993472179397944 -1.1535692589978377 0.11393848061561584 2.650446188109262 1.6694725907332189 -0.056861869425609196 -1.3365100000913328 -0.088949208887237508 -2.3810391060298399 -3.2693333103543241 0.84741298622555206 1.8616446486612164 -0.4178785618898031 -0.74253008987592617 -0.80450953322072183 0.81046205746630828 -0.27966548937715985 3.190074260074359 1.0947310420434648 -1.9450362003766575 0.30636092189586528 0.0075739928654262011 0.014019930393225211 -2.3169345295790471 1.8473155283927918 1.4231759308383949 -0.084166769524838064 2.7408055543899539 0.75659425596396135 -0.84871097603191936 0.33641275973880996 -2.0539835417643189 0.14398868864774703 -1.4456002196540005 0.93323225732892756 1.1663810539426227 -1.5754300175855558 -0.21307066824714035 -0.0092860715747889837 2.2108949651320775 0.66577372808082436 -1.4209080013632776 -1.3948102414608003 2.1726323136916528
leaf_weight=569203 6289 22 325 544 31 100 48 24 24 35 37 29 26 132 21 21 36 30 37 23 31 36 76 26 41 26 33 35 537 33 30 38 47 26 30 60 85 48 25 23 32 33 42 576 236 24 51 40 38 26
leaf_count=569203 6289 22 325 544 31 100 48 24 24 35 37 29 26 132 21 21 36 30 37 23 31 36 76 26 41 26 33 35 537 33 30 38 47 26 30 60 85 48 25 23 32 33 42 576 236 24 51 40 38 26
internal_value=0 -0.0316763 -0.158227 -0.0119162 0.089487 0.661227 1.14122 0.569377 1.02883 1.61865 0.0239882 0.910932 -0.00236853 -0.164091 -0.69632 -0.530221 0.125341 0.467771 -1.24933 -1.9485 0.330669 0.459101 0.7658 1.82982 0.201961 -0.118783 -0.68578 0.00285524 -0.113496 -1.1205 0.502093 0.138519 0.589704 -0.00127487 0.492564 -0.313609 -0.0976973 -0.550526 -1.30125 -0.04309 1.74352 0.0443512 -1.03286 -0.115692 0.0390212 0.419326 0.281953 -0.291502 -0.314044 1.17458
internal_weight=0 10218 1380 8838 2549 262 162 114 90 59 2287 66 2221 980 234 213 1241 335 81 44 305 274 179 62 117 95 59 746 605 68 141 111 85 906 148 90 758 181 73 108 58 577 64 1316 700 337 313 616 363 77
internal_count=579421 10218 1380 8838 2549 262 162 114 90 59 2287 66 2221 980 234 213 1241 335 81 44 305 274 179 62 117 95 59 746 605 68 141 111 85 906 148 90 758 181 73 108 58 577 64 1316 700 337 313 616 363 77
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=51
num_cat=0
split_feature=11 6 0 7 2 1 6 13 7 4 1 2 7 5 5 13 10 14 4 13 12 11 13 13 10 5 1 14 14 3 4 4 0 14 14 8 6 0 1 4 14 0 0 4 5 0 0 0 4 6
split_gain=1046.73 1883.45 2331.5 3579.89 2002.7 5242.29 4366.39 3728.25 3070.43 3909.59 2142.44 2112.52 2036.75 4804.15 1940.99 3978.94 1901.99 2209.07 2684.04 2202.75 1889.63 1779.67 1958.58 3768.29 1729.56 2988.2 2605.84 4977.03 6464.52 4725.09 4518.7 6442.01 7828.43 6995.72 5684.22 5283.99 4313.72 7223.48 4436.74 4072.99 3889.98 3801.8 3129.75 3088.89 3039.56 5224.9 3035.05 3033.61 3561.86 4317.32
threshold=0.93218390804597717 6.5000000000000009 1063.5212350320703 1.5000000000000002 2.5000000000000004 1929.9775950000003 1.0000000180025095e-35 0.6478537360890303 3.5000000000000004 8.5000000000000018 3105.9957700000004 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 6.5000000000000009 0.19139194139194141 1.0000000180025095e-35 0.03509852216748769 8.5000000000000018 0.03509852216748769 1.5000000000000002 0.95553359683794481 0.12660256410256412 0.25265957446808512 0.96362433862433872 18.500000000000004 3247.4275200000006 0.05634920634920635 0.043961352657004842 38.500000000000007 9.5000000000000018 10.500000000000002 1063.5212350320703 0.16869918699186995 0.48074074074074075 2.5000000000000004 6.5000000000000009 1187.5535858654036 3193.0687900000007 8.5000000000000018 0.10620300751879701 1075.5508225320702 1063.5212350320703 9.5000000000000018 2.5000000000000004 1035.9671475320704 1035.9671475320704 1002.03221753207 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 4 3 -3 10 -6 7 8 9 14 -2 12 20 16 -7 -16 17 18 21 -19 -8 -14 -23 -24 25 -1 30 28 29 43 36 32 33 -32 -35 41 38 -38 40 -40 -26 46 -37 -28 45 -42 -33 48 49 -46
right_child=1 2 -4 -5 5 6 11 -9 -10 -11 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 22 23 -25 26 -27 27 -29 -30 -31 31 35 -34 34 -36 42 37 -39 39 -41 44 -43 -44 -45 47 -47 -48 -49 -50 -51
leaf_value=-0.001196771207627676 0.013269748213324706 -0.19816827754179636 0.010485469834769473 -1.9253756880760193 1.4184050644597699 0.17835440967570654 1.0444026935559054 1.579282352566719 -0.45683568080266324 1.5541121630796366 0.72040419349836748 0.76608599682112 -0.099849336822667445 -1.0774446320533753 1.4165464098860578 -0.098969348073005683 -0.49099965880188762 0.91145215734191565 -0.49115738329167169 -0.082793275027737756 0.15207370422623867 0.28749120169215731 1.9175304396947226 0.19446572119539435 -0.13177210646258161 0.83245959004690473 0.11065087659348703 -0.13768683184836622 1.1588713656848586 -0.98897835397058076 2.8112880361491239 -0.30870109575766103 0.072251617475863436 0.16867887346368088 2.1344536669552325 1.7233221277594568 -0.88909519955113125 0.42577943697349352 0.42254805639386178 1.8862042210318828 -1.6228966588974001 0.44981245490220884 -0.0031529176802862257 1.4083137849966685 0.47106924057006838 0.36607172531741011 -1.8542420615752537 0.081916497143031869 0.48496275691274138 -1.3369207658767701
leaf_weight=561498 11923 30 68 20 31 231 26 25 45 28 43 37 31 45 41 30 79 23 30 715 272 45 30 22 616 43 145 1130 71 36 29 27 62 38 24 21 111 67 140 22 25 26 21 21 28 28 24 823 450 25
leaf_count=561498 11923 30 68 20 31 231 26 25 45 28 43 37 31 45 41 30 79 23 30 715 272 45 30 22 616 43 145 1130 71 36 29 27 62 38 24 21 111 67 140 22 25 26 21 21 28 28 24 823 450 25
internal_value=0 0.0271406 -0.370674 -0.889051 0.030554 0.129332 0.106562 0.396872 0.318045 0.42371 0.0158108 0.0208614 -5.92138e-05 -0.0672515 0.318905 0.776188 -0.0206272 0.0208453 0.360198 -0.0518073 0.229928 0.559734 0.770528 1.18854 -0.000665616 -0.00113293 0.0647754 -0.0451108 0.338079 0.0495829 0.123912 0.509653 0.938847 1.52928 0.929624 -0.0421686 0.0789783 -0.39417 0.118023 0.621316 0.0771546 -0.534307 0.860085 0.274813 0.170482 -0.572121 -1.03601 0.200164 0.393638 -0.381756
internal_weight=0 13870 118 50 13752 1786 1755 400 375 330 11966 1355 1318 1020 302 71 975 896 158 738 298 128 97 52 565551 561541 4010 1403 273 202 2607 272 153 91 62 119 2335 178 2157 162 1995 77 42 166 1379 53 51 1326 503 53
internal_count=579421 13870 118 50 13752 1786 1755 400 375 330 11966 1355 1318 1020 302 71 975 896 158 738 298 128 97 52 565551 561541 4010 1403 273 202 2607 272 153 91 62 119 2335 178 2157 162 1995 77 42 166 1379 53 51 1326 503 53
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=51
num_cat=0
split_feature=7 3 0 1 1 6 0 0 14 3 0 5 1 13 11 10 4 10 0 9 13 6 13 13 5 13 0 0 8 13 6 13 5 0 4 14 12 1 0 0 14 10 6 0 12 1 9 12 0 4
split_gain=1037.98 1344.06 3119.64 3435.62 3354.96 3245.16 4939.09 5210.98 5635.79 8153.16 10665.2 5139.74 4761.53 3294.6 2746.79 4499.86 8997.17 9764.39 8151.06 9760.3 11291.7 5909.78 5883.01 5419.05 5366.34 4841.06 5330.45 4562 4392.6 6688.59 4268.4 5391 6512.63 4338.82 3996.77 3773.98 3612.37 3503.42 3446.29 3362.49 3352.69 3207.44 8768.6 3798.44 2873.67 2847.5 2779.2 2757.63 4574.45 11310.5
threshold=1.0000000180025095e-35 25.500000000000004 631.84199253207009 2678.3870350000002 2258.0617350000007 8.5000000000000018 832.93715253206994 1118.5409650320703 0.04819976771196284 37.500000000000007 993.19139336540354 5.5000000000000009 3585.7070200000003 0.10762548262548265 0.033908045977011504 0.33771929824561409 4.5000000000000009 0.20256410256410259 880.97333003207029 2.5000000000000004 0.32200460829493094 1.5000000000000002 0.14459930313588851 0.15075757575757578 5.5000000000000009 0.15075757575757578 880.97333003207029 651.62894169873675 7.5000000000000009 0.3816526610644258 5.5000000000000009 0.036375661375661381 11.500000000000002 875.42535503207012 2.5000000000000004 0.16064516129032261 2.5000000000000004 2661.2063200000007 853.50491753207018 1165.0077825320702 0.49390243902439029 0.80277777777777792 1.5000000000000002 1199.6178025320703 3.5000000000000004 2404.6612800000007 2.5000000000000004 1.5000000000000002 890.40783836540334 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 11 8 -8 12 -11 -7 13 -10 15 16 21 18 19 20 -18 36 30 -19 -21 26 44 -24 45 -30 31 32 34 -32 -17 -16 46 38 -36 -37 -27 42 -33 -43 -23 -29 -6 -47 49 -49
right_child=1 2 3 5 14 6 7 -9 9 10 -12 -13 -14 -15 35 22 17 23 -20 24 -22 25 27 -25 -26 40 -28 28 29 -31 33 41 -34 -35 37 39 -38 -39 -40 -41 -42 43 -44 -45 -46 47 -48 48 -50 -51
leaf_value=0.0049800670015150081 -0.0059740230000862688 -1.0419693989413126 -0.5231696538438525 0.0094457740930330002 0.61682362711947902 -0.18492066560358536 -2.0615925359725953 0.086646625045686973 -1.1352709241004455 2.4321299028396606 -0.46265915291649962 1.5545968047503766 -2.1726947676051749 -0.25868945816918365 0.23883685610360572 -1.0465711301192642 0.46844559907913208 0.53414735496044163 -0.16765092473763687 1.3751173291887557 3.3156965446472171 1.4382483601570131 -1.1052091618981212 2.3453351666342539 -0.65804117707645204 -0.76801194213962154 -0.80035037593916059 0.7338533973010879 2.5891955351829532 0.31938878313915153 1.6862807780504228 1.4827696822840593 1.6320507696381323 -0.03116952067143039 1.007068115234375 -0.68866838559727461 -0.046524746117315129 1.4186572778224946 -0.33223522131342487 0.099273136564426961 0.13086775669944473 -1.0193343724455273 -0.57266977315079681 -0.26050760269547679 -0.023850495815277102 -0.02551648812585099 2.1713958199905314 0.31489975141306803 -0.00035418685661946854 2.0431008617083233
leaf_weight=243001 294742 28 79 38269 23 41 25 160 72 20 35 29 22 106 180 32 26 24 104 21 30 41 25 53 34 118 24 96 20 37 24 29 27 38 25 136 28 20 83 90 64 135 73 129 20 430 23 239 246 45
leaf_count=243001 294742 28 79 38269 23 41 25 160 72 20 35 29 22 106 180 32 26 24 104 21 30 41 25 53 34 118 24 96 20 37 24 29 27 38 25 136 28 20 83 90 64 135 73 129 20 430 23 239 246 45
internal_value=0 -0.00359717 0.0132116 0.013921 0.119476 0.00610627 -0.244481 -0.368606 -0.628751 -0.488276 0.589991 0.535737 -0.784799 -0.613262 0.137659 0.178574 0.40711 0.814524 0.46846 1.06446 1.99376 0.0582383 0.0960513 1.78081 0.118256 -0.160926 0.46215 0.230723 0.26073 1.11581 -0.153145 -0.241358 0.195451 0.63365 -0.0469747 -0.102792 0.849005 0.202924 -0.0222113 -0.374886 -0.451922 -0.464536 0.0117199 -0.648544 0.958872 0.214575 1.39411 0.162647 0.315308 0.588734
internal_weight=0 336420 41678 41650 2871 38779 510 440 280 255 55 70 200 178 2792 2386 633 292 215 111 56 341 1753 77 55 267 85 1138 1113 57 615 553 187 62 160 406 74 128 108 226 182 366 102 264 61 1056 46 960 530 284
internal_count=579421 336420 41678 41650 2871 38779 510 440 280 255 55 70 200 178 2792 2386 633 292 215 111 56 341 1753 77 55 267 85 1138 1113 57 615 553 187 62 160 406 74 128 108 226 182 366 102 264 61 1056 46 960 530 284
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=51
num_cat=0
split_feature=8 2 8 1 14 10 5 7 7 0 7 10 10 0 12 14 0 0 5 4 14 10 14 4 6 1 0 8 8 5 3 3 10 7 5 11 6 3 2 0 10 5 13 13 3 5 13 13 10 3
split_gain=1125.36 2637.81 2767.52 2245.72 2345.49 2537.48 2025.37 3314.59 1791.16 1287.73 991.096 1652.01 4824.76 5533.54 6153.08 6461.8 7550.1 7233.22 7114.27 6839.71 6225.37 6196.9 5450.46 5402.96 6187.84 5351.1 5240.02 4747.72 4497.09 4489.73 5267.07 4439.57 4377.74 7181.62 4299.14 3866.02 3708.38 3693.51 3684.29 6476.44 11500.4 7525.1 5928.76 9721.18 7277.53 5916.51 10040.3 11334.6 8967.01 5970.37
threshold=10.500000000000002 3.5000000000000004 12.500000000000002 2577.2599700000005 0.94281045751633996 0.31909090909090915 13.500000000000002 2.5000000000000004 1.5000000000000002 853.50491753207018 2.5000000000000004 0.6984848484848486 0.92052631578947375 704.36429419873673 1.5000000000000002 0.26006441223832533 1102.5722025320704 908.49508003207006 1.5000000000000002 10.500000000000002 0.036375661375661381 0.74133811230585434 0.81365740740740755 8.5000000000000018 4.5000000000000009 2046.0660200000002 740.62473128207 3.5000000000000004 2.5000000000000004 9.5000000000000018 31.500000000000004 22.500000000000004 0.90550595238095244 5.5000000000000009 5.5000000000000009 0.97467948717948727 4.5000000000000009 24.500000000000004 2.5000000000000004 997.54235919873679 0.96490147783251246 7.5000000000000009 0.37321428571428578 0.33771929824561409 24.500000000000004 6.5000000000000009 0.31909090909090915 0.13100686498855837 0.97182539682539693 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 9 5 8 -7 -8 -5 -2 -1 35 13 25 31 16 17 21 -19 22 -18 26 -17 24 27 36 -16 -23 -27 30 34 -15 33 -20 -22 -12 -13 -29 -14 42 41 -41 43 45 -45 49 47 48 -47 -40
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 11 12 38 14 15 19 20 18 32 -21 29 23 -24 -25 -26 28 -28 37 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 40 -42 -43 -44 44 -46 46 -48 -49 -50 -51
leaf_value=0.0015949341385202691 -0.40731851259867358 0.85578088871268343 -0.46732809829711919 0.9049364481459965 -1.4046595298326934 -1.2345540666197605 -0.86567927254570864 0.50528304381617184 -0.38622447213246708 0.42141062793135647 -0.025371862108954524 0.022587482194752651 -0.043856796418551468 0.19288135939300649 0.82365724996284218 -0.085436626909260405 -1.1188210631831219 -0.38577995167356244 0.71807899838454581 1.5561934082508087 -0.088520339083092425 0.3011205902840135 -1.5195651509971531 -0.94946434630288012 -0.97980929242713111 -0.23012809432930684 -0.70148011097574936 2.1803061423301697 -1.1995650700278699 1.2265185568067762 -0.83433269650875774 0.58615580496151709 2.1144698445498942 -0.53585035514831547 0.91995527113185216 1.2442080249389014 -1.0602874027565121 0.46135179519653324 0.18531142611115081 -0.67905375306598015 -0.023548280665495414 -2.7491091012954714 -0.060979225697266951 0.34652167941039469 2.0371814176136134 0.33804067074243882 -1.6686275045077008 1.1920170269658168 -1.8052572863442558 -0.21248524489844156
leaf_weight=512595 30 43 25 22 26 37 45 29 21 50 39035 2697 14757 812 27 1433 59 73 528 25 247 526 27 36 35 199 136 25 63 27 79 444 20 50 51 24 32 25 1528 144 934 20 1278 53 49 277 21 180 21 501
leaf_count=512595 30 43 25 22 26 37 45 29 21 50 39035 2697 14757 812 27 1433 59 73 528 25 247 526 27 36 35 199 136 25 63 27 79 444 20 50 51 24 32 25 1528 144 934 20 1278 53 49 277 21 180 21 501
internal_value=0 -0.185176 0.369344 -0.330204 -0.526134 -0.377812 -0.630458 -0.32841 0.274369 0.110637 0.000104884 -0.0113811 0.00742418 0.0747084 0.142549 0.0731896 0.193169 0.303359 0.546171 -0.0838748 -0.159295 0.102215 -0.111958 0.241046 0.311191 -0.0315543 -0.44885 0.389637 -0.463237 -0.0191661 -0.10838 0.331905 0.659937 0.609608 0.0840711 -0.0245918 0.00988979 1.32083 -0.0187092 0.0554226 -0.159162 -0.9315 0.115713 0.201573 1.1587 0.162955 0.47144 0.56546 0.187003 0.0870876
internal_weight=0 328 68 260 180 154 111 74 43 80 579093 66498 27439 7676 4685 3429 1944 1481 671 1485 463 810 1460 647 611 2991 163 576 262 404 377 1256 598 578 298 39059 2729 50 19763 5006 1098 164 3908 2630 102 2528 499 478 298 2029
internal_count=579421 328 68 260 180 154 111 74 43 80 579093 66498 27439 7676 4685 3429 1944 1481 671 1485 463 810 1460 647 611 2991 163 576 262 404 377 1256 598 578 298 39059 2729 50 19763 5006 1098 164 3908 2630 102 2528 499 478 298 2029
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=51
num_cat=0
split_feature=8 12 13 13 0 12 3 12 9 11 0 13 7 2 0 10 6 5 6 6 6 13 11 13 14 13 2 14 0 11 12 3 10 4 6 5 2 6 4 6 10 12 7 1 6 13 0 14 10 10
split_gain=994.099 2588.72 5610.38 6138.66 3865.58 4174.04 3051.23 2681.8 1942.31 4910.61 5800.53 5296.64 6801.65 5389.64 5275.7 6791.99 8618.45 5466.37 6888.17 11278 5942.08 5168.72 6163.94 5413.3 4974.84 5222.52 4542.32 10774.1 13835.6 6751.19 6627.42 4466.27 8145.05 11022.3 12885.5 12291.2 11463.3 7481.11 6421.63 10151.8 6041.75 5232.68 5170.54 4687.83 4403.46 4773.34 4276.76 3983.47 3859.65 8231.31
threshold=2.5000000000000004 11.500000000000002 0.04819976771196284 0.072299651567944254 1332.1595350320702 13.500000000000002 32.500000000000007 12.500000000000002 2.5000000000000004 0.070197044334975381 1165.0077825320702 0.20942982456140355 3.5000000000000004 3.5000000000000004 1006.7816783654035 0.75277777777777788 4.5000000000000009 9.5000000000000018 6.5000000000000009 3.5000000000000004 5.5000000000000009 0.059714795008912663 0.21807065217391305 0.12660256410256412 0.24695121951219515 0.20256410256410259 3.5000000000000004 0.029857397504456332 827.94593753207016 0.65450928381962881 5.5000000000000009 28.500000000000004 0.15075757575757578 9.5000000000000018 2.5000000000000004 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 11.500000000000002 3.5000000000000004 0.24695121951219515 4.5000000000000009 2.5000000000000004 2577.2599700000005 4.5000000000000009 0.070598006644518277 1165.0077825320702 0.31909090909090915 0.7231800766283526 0.04819976771196284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 5 7 -5 -3 48 14 11 12 44 -14 15 -10 47 20 19 -19 31 -15 -23 -24 25 -21 -13 28 -28 30 -29 43 33 -33 35 41 -36 40 -39 42 -34 -35 -40 -16 -11 -46 -22 -17 49 -2
right_child=1 2 3 6 -6 -7 -8 -9 9 10 -12 26 13 21 17 16 -18 18 -20 24 46 22 23 -25 -26 -27 27 29 -30 -31 -32 32 37 34 36 -37 -38 38 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=0.0018494764681104708 0.022728265695474436 -0.81087930401166286 2.4155298272768659 1.1800932559100064 0.95583321885629136 -1.7828920841217042 -0.1264225493065822 0.68405606459903845 0.06645867263688536 -0.19326772155666036 0.31880635686699044 -0.094480747359505457 -0.097739004398531781 -2.1943795795376237 -0.048016117619874989 0.15140366971400787 -1.7738205451231737 0.58259579730757449 1.9500293354193372 -1.1883693724870683 -1.1610224895778745 0.57501300200819971 -0.56598325511988479 -2.6080196539560956 -1.8501158049394346 0.7608485506640541 0.49905702999659951 0.2182356177555288 -2.4019976662051294 2.186151026642841 1.4708886857032777 0.082507633997793026 2.4379956448519673 -0.10475844266075714 -0.60158808579047518 1.8157197716222571 -3.579910952704294 0.05486446895809604 0.93404154287917285 -0.61331207180023206 0.54582920278112101 -1.5756609717141028 2.9575744753298552 -0.35870309053339505 -0.094571772937116952 1.8588037501681935 0.32298774576187134 -0.54563342796369318 0.0036917950171095532 -0.079808226028594886
leaf_weight=483104 12257 24 21 33 22 20 39 24 16602 1942 318 896 68 37 1133 162 39 208 24 28 87 24 34 21 29 27 35 272 31 23 50 361 27 51 24 22 28 533 28 25 45 46 23 850 29 22 25 166 37810 21672
leaf_count=483104 12257 24 21 33 22 20 39 24 16602 1942 318 896 68 37 1133 162 39 208 24 28 87 24 34 21 29 27 35 272 31 23 50 361 27 51 24 22 28 533 28 25 45 46 23 850 29 22 25 166 37810 21672
internal_value=0 -0.00927655 0.366478 0.911169 -0.19637 -0.569141 0.472397 -0.0634116 -0.00999183 0.0143834 -0.0900336 -0.12735 -0.222887 -0.804619 0.0336614 0.0570523 -0.368465 -0.0758638 0.321506 0.187655 -0.113823 -1.219 -0.762171 -1.34567 -0.790295 -0.231481 0.0317799 0.307034 -0.86356 0.530974 0.412747 -0.0887334 0.0624138 -0.230766 -0.892122 -0.318296 -2.2053 0.291447 0.177483 1.03743 1.25539 -0.8023 1.84662 -0.18119 -0.16918 0.748061 -0.82977 -0.201365 -0.0182807 -0.0427665
internal_weight=0 96317 183 93 90 68 72 48 96134 24395 3802 3484 2177 184 20593 16969 367 3624 316 292 3308 116 79 55 84 55 1307 411 66 345 322 3196 1213 532 171 119 52 681 609 76 72 97 51 1983 1993 51 112 328 71739 33929
internal_count=579421 96317 183 93 90 68 72 48 96134 24395 3802 3484 2177 184 20593 16969 367 3624 316 292 3308 116 79 55 84 55 1307 411 66 345 322 3196 1213 532 171 119 52 681 609 76 72 97 51 1983 1993 51 112 328 71739 33929
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=51
num_cat=0
split_feature=3 0 1 0 0 3 14 12 10 9 11 6 6 14 6 7 13 8 12 4 5 5 5 13 4 1 7 11 8 6 3 12 10 11 1 10 0 7 8 0 0 7 0 1 10 4 0 10 3 4
split_gain=1012.38 3850.8 2734.84 2886.7 3385.21 3134.3 3414.05 7415.73 6698.1 4637.48 5169.86 7912.48 4865.55 4206.15 4266.89 4074.64 3961.04 3908.82 3781.84 4107.92 3638.08 3380.71 3211.66 3586.18 3590.13 3184.16 3158.72 3104.12 3517.32 2978.09 2730.1 2714.96 2680.68 9453.55 2662.55 2600.69 2551.89 2741.66 2523 2792.68 3040.93 2404.68 2372.26 2581.44 2571.35 2372.19 4650.58 7675.25 4577.42 4430.77
threshold=17.500000000000004 960.44235003207029 2061.9945550000007 671.35051753207006 1025.5466150320701 18.500000000000004 0.52086956521739147 2.5000000000000004 0.15504807692307696 2.5000000000000004 0.20942982456140355 1.5000000000000002 3.5000000000000004 0.20881782945736438 5.5000000000000009 3.5000000000000004 0.3133928571428572 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 5.5000000000000009 4.5000000000000009 7.5000000000000009 0.55086206896551737 6.5000000000000009 1980.0081750000002 1.0000000180025095e-35 0.10435571687840291 1.0000000180025095e-35 1.0000000180025095e-35 19.500000000000004 1.5000000000000002 0.10620300751879701 0.053342816500711245 1700.9006200000001 0.33771929824561409 1063.5212350320703 1.0000000180025095e-35 4.5000000000000009 580.84153003207018 620.33109169873671 3.5000000000000004 659.36479253207006 2002.0500350000002 0.83527131782945752 6.5000000000000009 710.35568253207009 0.52440476190476204 18.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 35 22 13 8 9 10 11 -8 -11 18 21 16 -13 -9 19 38 42 30 23 24 -2 -23 -22 28 -21 -25 31 -15 33 -26 -31 -5 37 -3 39 -7 -41 -33 -20 44 -44 46 47 48 -4 -49
right_child=2 36 45 4 -6 6 7 17 -10 12 -12 15 -14 14 -16 -17 -18 -19 20 27 26 25 -24 29 32 -27 -28 -29 -30 34 -32 41 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 43 -45 -46 -47 -48 49 -50 -51
leaf_value=-0.0012976660833334758 0.032996799080189335 -0.0097413128837429939 -0.15670772642393305 -0.038721605726877738 0.15133030962941951 -0.61609061062335968 1.9411959458041836 2.4289480030536654 0.093999955242519972 -0.18150061449656885 0.045325150856604948 1.7847772406680242 1.533026142716408 0.70833493485862831 1.3005783029577949 -0.69306012562343056 0.11728422554402516 0.80773134830825288 -0.48752846058353888 0.014746068475679273 -0.64292930144330729 -0.12851025847115663 0.64329598207684136 0.15455636208773488 1.8208028825620812 -0.69589489339717803 0.64176340746170468 -0.17782101858229865 1.4747828828920793 0.87357457009228789 -0.45486870696887566 0.23105288679333036 0.18685828626213463 0.03272445441840531 -0.23978722297285465 0.028637153000670719 -0.30950092045197647 -0.10546826776147189 -0.52253754978117184 1.2170595557207156 0.29875553149218653 -0.39829079029815539 0.04411596260640932 -0.59124938381405978 1.1803365127316543 -0.012326131652109489 0.018840824106617256 -1.2822357508871292 0.023773050010436645 -0.16653566938037262
leaf_weight=345098 3435 7228 1652 8706 1701 28 74 20 1011 96 52 28 20 81 22 21 29 58 143 21 23 337 85 288 48 140 114 21 77 22 78 219 388 77 908 16779 389 5105 38 42 255 84 69 39 28 81615 90023 36 9409 3161
leaf_count=345098 3435 7228 1652 8706 1701 28 74 20 1011 96 52 28 20 81 22 21 29 58 143 21 23 337 85 288 48 140 114 21 77 22 78 219 388 77 908 16779 389 5105 38 42 255 84 69 39 28 81615 90023 36 9409 3161
internal_value=0 -0.00328949 0.00531154 0.03066 0.0147431 0.0814542 0.158342 0.275744 0.220208 0.618946 0.906011 1.20046 0.114107 0.0693581 -0.0760468 0.497702 0.936404 1.22343 0.224964 0.415614 0.00406678 -0.1083 0.0336027 0.0235709 0.0698489 -0.295038 0.426085 0.925493 1.16192 -0.126433 0.0845011 0.194061 0.316607 0.719347 -0.21345 0.00562654 -0.0573197 -0.0493656 0.248463 0.338611 0.428617 0.0565814 -0.203161 0.0958434 0.372097 0.000442882 0.0104365 -0.0426273 -0.0031824 -0.179099
internal_weight=0 357820 221601 35705 27186 8519 3268 1409 1331 320 204 152 116 1859 961 78 57 78 898 482 416 939 5251 5166 3948 477 137 119 98 1218 462 384 513 125 930 25485 12722 12333 363 325 297 303 279 136 97 185896 104281 14258 11061 3197
internal_count=579421 357820 221601 35705 27186 8519 3268 1409 1331 320 204 152 116 1859 961 78 57 78 898 482 416 939 5251 5166 3948 477 137 119 98 1218 462 384 513 125 930 25485 12722 12333 363 325 297 303 279 136 97 185896 104281 14258 11061 3197
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=51
num_cat=0
split_feature=7 0 5 10 14 13 0 1 9 1 14 13 4 14 13 0 13 0 10 10 11 14 8 4 11 3 13 0 12 8 5 13 0 3 10 1 0 8 3 5 11 1 0 3 0 3 14 14 1 10
split_gain=1001.24 2809.53 5883.07 4720.65 6474.15 4167.89 3657.18 3224.9 7776.5 5248.96 4451.23 3407.44 3717.17 4134.52 3304.51 8681.5 5771.45 5609.55 6621.13 4678.83 4625.84 6979.5 3868.81 4180.39 5350.33 4006.54 3217.7 3156.25 7791.32 7083.14 5136.29 4054.37 4041.15 7850.42 4970.79 6134.38 3895.34 3408.51 4302.47 2940.73 2926.85 4646.2 4015.33 4201.52 2898.49 7328.51 8893.8 2734.59 3501.48 4584.61
threshold=4.5000000000000009 809.05071169873679 10.500000000000002 0.94868421052631591 0.084523809523809543 0.28708791208791212 752.38887753207007 3193.0687900000007 3.5000000000000004 2754.3987100000004 0.46737588652482276 0.88348416289592768 3.5000000000000004 0.23205128205128209 0.1856158484065461 780.38975503207018 0.16064516129032261 734.40999753207007 0.46247654784240161 0.13714733542319751 0.063508064516129045 0.24068965517241384 1.0000000180025095e-35 4.5000000000000009 0.030776515151515155 29.500000000000004 0.85092592592592597 827.94593753207016 4.5000000000000009 2.5000000000000004 6.5000000000000009 0.15894736842105264 848.40826753207011 26.500000000000004 0.10620300751879701 2504.0887350000007 823.07804336540346 1.0000000180025095e-35 24.500000000000004 4.5000000000000009 0.037749287749287756 2393.1946050000006 655.65993336540339 25.500000000000004 778.36024669873666 23.500000000000004 0.67054263565891481 0.05634920634920635 2194.0559150000004 0.04083333333333334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 -5 9 -9 10 11 12 47 40 15 16 22 18 26 20 21 -19 -11 25 -25 -24 39 28 29 30 37 -30 33 34 35 -29 -31 38 -3 -16 41 -14 -43 -44 -12 -46 -47 -2 -49 -50
right_child=1 27 -4 4 5 -7 -8 8 -10 14 44 -13 13 -15 17 -17 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 32 31 36 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 43 -45 45 46 -48 48 49 -51
leaf_value=0.00060485418619265498 -0.47344155207408217 -0.053525141742494377 -0.90051880974036003 0.62968741357326508 0.60580065538579575 -0.10746779672845581 2.3943135468856149 -2.099339349762253 0.56227252426601593 1.1450567924447599 0.056325523622925526 0.99441176744607773 -0.23303173638945607 -0.64975013585631247 1.7427000683181142 2.098415169996374 1.9508700597286226 -2.5401059361604545 -0.70928484086067456 0.27046874606091048 0.38881195159185505 -0.26478144696780614 -1.7535563637812932 0.86105768488986156 -0.97942718849940735 0.11474405269731175 -0.059739557281136516 -0.08291915913578124 -2.1226558026145486 -0.5520833361966937 1.6017432417188371 -0.32831780314445497 -0.065018114185141709 0.93360158111438274 -0.22407359417669381 2.0320250252572198 -2.1703278664676917 0.23402820727249393 -1.7348176717758179 0.49820412166656985 -0.71552945976411664 -0.23728497698903084 2.0817624611350207 0.26611431407928471 -0.054508801443236214 2.7508663874406083 0.40800113899763241 0.21034183162540768 0.79260091921862441 -0.47135249923853934
leaf_weight=567408 113 45 65 24 159 169 23 23 21 31 1184 26 228 258 49 34 20 26 31 69 21 28 24 56 22 22 24 32 34 51 21 20 7446 121 237 24 21 147 23 31 70 32 26 25 98 26 43 472 34 184
leaf_count=567408 113 45 65 24 159 169 23 23 21 31 1184 26 228 258 49 34 20 26 31 69 21 28 24 56 22 22 24 32 34 51 21 20 7446 121 237 24 21 147 23 31 70 32 26 25 98 26 43 472 34 184
internal_value=0 -0.028569 0.0426512 0.0591048 0.395579 0.238293 1.49323 0.021451 -0.829025 0.0327667 -0.0196514 -0.140199 -0.160656 -0.340639 0.335567 0.636225 0.352143 0.110343 0.573445 -0.323814 -0.870554 -1.36031 0.145856 -0.103945 0.341947 -0.860021 0.955797 -0.0614072 -0.350112 -0.155857 0.109023 -1.45809 -0.0481106 0.25598 -0.0238575 0.823485 -1.02407 -0.0367781 -0.622198 1.26046 -0.13132 0.000174684 0.64079 1.19174 0.111335 0.501346 1.29082 -0.0174321 0.0572477 -0.274222
internal_weight=0 12013 3791 3726 375 328 47 3351 44 3307 2819 1468 1442 639 488 209 175 279 135 144 75 54 155 124 78 46 104 8222 362 308 236 54 7860 414 293 56 72 215 68 80 381 311 83 51 1351 167 69 803 690 218
internal_count=579421 12013 3791 3726 375 328 47 3351 44 3307 2819 1468 1442 639 488 209 175 279 135 144 75 54 155 124 78 46 104 8222 362 308 236 54 7860 414 293 56 72 215 68 80 381 311 83 51 1351 167 69 803 690 218
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=51
num_cat=0
split_feature=12 2 14 5 5 14 9 0 11 4 10 10 3 14 1 3 0 10 8 8 0 13 7 13 10 13 8 14 13 5 9 7 10 7 3 5 14 14 1 6 9 6 10 1 13 9 7 3 6 8
split_gain=963.444 3570.1 7658.16 4987.46 4928.73 7554.07 7802.69 7050.73 7867.37 8797.82 6231.9 10232.2 15555.4 6026.99 11465.9 5072.31 4644.39 7733.76 9144.18 5322.73 8831.76 5168.7 5136.49 4132.26 9745.72 7696.94 7343.47 7329.02 5821.84 6125.39 5305.55 4095.62 6894.53 5607.13 5961.51 8908.42 5390.49 5108.18 4041.67 5929.42 3954.88 6483.59 6129.86 3827.33 6403.6 7742.82 4907.2 9396.26 7983.29 4792.21
threshold=5.5000000000000009 2.5000000000000004 0.17752100840336138 5.5000000000000009 4.5000000000000009 0.1012820512820513 4.5000000000000009 952.97267003207003 0.030776515151515155 7.5000000000000009 0.1126984126984127 0.18834459459459463 31.500000000000004 0.039230769230769243 3757.3374450000006 26.500000000000004 1095.5934300320703 0.95742753623188415 1.5000000000000002 2.5000000000000004 845.88457503207007 0.040408163265306128 1.5000000000000002 0.11834733893557424 0.96362433862433872 0.031754032258064523 6.5000000000000009 0.24695121951219515 0.14119601328903655 7.5000000000000009 4.5000000000000009 3.5000000000000004 0.31909090909090915 1.5000000000000002 29.500000000000004 6.5000000000000009 0.34833164812942369 0.40270270270270275 3757.3374450000006 3.5000000000000004 2.5000000000000004 3.5000000000000004 0.1126984126984127 3105.9957700000004 0.1012820512820513 3.5000000000000004 4.5000000000000009 37.500000000000007 5.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 7 8 9 -7 -6 12 -12 14 -13 -10 17 18 21 20 -20 -15 -21 25 28 30 43 -26 29 38 -4 33 -33 34 37 -36 -35 -30 39 -25 -9 42 -42 -27 46 -46 47 48 49 -45
right_child=1 2 23 -5 5 6 -8 40 15 -11 11 13 -14 16 -16 -17 -18 -19 19 22 -22 -23 -24 24 27 26 -28 -29 31 -31 -32 32 -34 36 35 -37 -38 -39 -40 -41 41 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=0.0010953335590161894 -0.056780166097706836 -0.020411413893917603 0.20200080175218479 -0.12558069077162448 0.065893323011807878 0.34799000875929659 -1.5209071724038377 -0.11996478510357567 -0.11021774182362216 2.3968745687733528 0.69325850600341588 -0.53999684195410702 3.90920467376709 -1.7369795895758131 1.4379029377086745 -1.9022460731593047 -0.11397534803652046 2.0495384632012783 0.43227068126540297 0.82969921706420069 2.3936902677019436 0.11192697562553265 -0.55282709721682799 0.64590346301682511 0.51411811725960843 0.049545394518533237 -1.414555744253672 2.9729445955970073 0.053525903811390253 -0.96178784828919639 1.5034833118319513 0.068016666242446025 1.5234704764989706 -0.13221398985527533 1.6046039994573222 -0.4837955625851949 -1.2777370767748875 1.5987530423836276 2.0083352756500243 -1.1255606251955033 -0.59645536529521148 0.48815322197400612 -2.3514347845578896 -0.28846056864882308 -0.39020470428948451 -2.120620263985225 -0.91691222614966916 1.6383838300452087 1.7767156980254435 0.48342428975738588
leaf_weight=540427 13492 13495 1479 3868 668 236 38 177 56 23 53 141 21 21 37 22 82 39 44 106 48 54 36 342 27 1815 39 22 776 26 32 87 52 384 64 30 46 22 20 20 48 26 34 496 99 35 65 33 22 96
leaf_count=540427 13492 13495 1479 3868 668 236 38 177 56 23 53 141 21 21 37 22 82 39 44 106 48 54 36 342 27 1815 39 22 776 26 32 87 52 384 64 30 46 22 20 20 48 26 34 496 99 35 65 33 22 96
internal_value=0 -0.0151805 0.0068281 -0.0239947 0.0013478 0.147438 -0.129822 -0.0448365 0.264784 0.529937 0.282987 0.495624 1.60589 0.360493 -0.12886 -0.615662 0.563063 0.722594 0.555116 0.863091 1.45562 -0.405767 0.4792 0.104255 0.22592 0.0488395 -0.052299 1.61808 0.189422 0.523402 0.229564 0.0961542 0.612503 0.0418634 0.184854 0.938094 -0.254758 0.0961262 0.624488 0.548033 -0.410949 -0.887839 -1.32413 -0.0323336 -0.207996 -0.842179 -0.0886413 -0.00543014 -0.0937784 -0.16329
internal_weight=0 38994 25502 19373 15505 2010 660 622 337 259 1350 682 74 608 178 78 430 348 309 234 92 75 142 6129 1918 4211 2700 49 1869 408 1511 1461 139 1322 892 94 430 798 382 362 285 108 82 2661 846 134 712 647 614 592
internal_count=579421 38994 25502 19373 15505 2010 660 622 337 259 1350 682 74 608 178 78 430 348 309 234 92 75 142 6129 1918 4211 2700 49 1869 408 1511 1461 139 1322 892 94 430 798 382 362 285 108 82 2661 846 134 712 647 614 592
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=51
num_cat=0
split_feature=3 1 1 12 4 0 14 1 12 1 4 0 4 3 0 7 10 10 1 10 1 10 9 0 10 10 4 11 5 12 9 0 13 5 10 10 10 13 8 7 6 13 9 0 6 4 8 0 14 6
split_gain=955.037 5925.36 3363.2 4217.76 2924.65 3624.54 3272.27 2765.27 2531.59 3379.86 2491.5 5219.67 2780.67 2453.99 4520.81 2569.08 2425.42 6875.85 4939.86 2797.28 2430.51 2394.93 7638.99 10473.9 5194.04 4723.6 9737.48 11513.7 7949.46 4376.29 3809.16 5001.18 4273.49 4290.9 5660.1 3397.42 3686.37 3700.5 3316.76 2982.37 2893.03 2747.9 3386.42 3031.86 2670.94 2524.81 2809.07 2524.77 2386.74 2304
threshold=12.500000000000002 1420.6708450000003 1554.8875399999999 3.5000000000000004 4.5000000000000009 562.62723503207019 0.39208074534161497 1354.7840300000003 2.5000000000000004 1525.7882200000001 1.5000000000000002 534.27361753207003 5.5000000000000009 15.500000000000002 830.42336253206997 1.0000000180025095e-35 0.84292763157894746 0.78319623971797891 1749.8904000000002 0.85504201680672276 1713.9010500000002 0.39339826839826847 2.5000000000000004 626.28909503207012 0.32971014492753631 0.063508064516129045 3.5000000000000004 0.063508064516129045 1.5000000000000002 5.5000000000000009 2.5000000000000004 655.65993336540339 0.32200460829493094 1.5000000000000002 0.61200716845878145 0.35388994307400384 0.26393188854489169 0.074537037037037054 1.5000000000000002 2.5000000000000004 2.5000000000000004 0.26393188854489169 3.5000000000000004 618.32798669873671 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 531.27457086540369 0.16064516129032261 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 6 7 48 -6 9 -3 11 -2 -12 14 16 -16 17 21 19 -18 -19 22 23 25 41 26 38 28 45 35 31 32 39 34 -34 36 37 -27 -4 -23 -38 42 43 44 -24 -28 -47 -26 -1 -37
right_child=2 8 13 -5 5 -7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 18 20 -20 -21 -22 30 24 -25 47 29 27 -29 -30 -31 -32 -33 33 -35 -36 49 40 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.016116377006255352 -0.27366975032967006 -0.070384657054715319 -0.60194698763745169 -0.06600669394613301 0.092561406785048719 0.013728355585420838 -0.021799742077901994 0.38029191358004766 -0.014839896332029296 -0.23323204954887167 0.020064925634830314 0.15565112203137288 0.10144954942627138 0.0032981694650245628 -0.025421302323523104 -0.089242793249484587 -0.25393592520314645 0.33818135315227399 -0.32512508106522181 -0.01214951124446445 0.0055159284780914473 0.260289803713948 0.22556283641740379 0.01148410996175594 -0.80071166961482076 0.038021412308253871 -0.18550951049212488 -0.16305092209471808 0.85532598163117657 0.39506684196660824 -0.084103445396505994 -0.00029197344123019101 0.47549321127475291 -0.12713455551719008 -0.13608773692344975 -0.067739453036468347 -0.49699695073327677 -0.29862941021340467 0.080176354887393816 -0.62155386866667328 0.34193380332963413 0.020780556437603799 -0.059951159480159111 0.055715010885130194 0.89084779230817679 0.7894645307358209 -0.20504571891493267 -0.14773838682526225 0.025301812694624316 0.70956018548458821
leaf_weight=21515 311 8542 329 4457 3822 16804 63326 366 6570 1498 37404 3167 4729 294096 16349 10269 496 877 554 13553 293 2305 2262 7774 66 428 155 701 256 103 1712 3771 366 801 258 286 933 1377 91 39 43 4072 745 1369 62 77 45 576 39377 44
leaf_count=21515 311 8542 329 4457 3822 16804 63326 366 6570 1498 37404 3167 4729 294096 16349 10269 496 877 554 13553 293 2305 2262 7774 66 428 155 701 256 103 1712 3771 366 801 258 286 933 1377 91 39 43 4072 745 1369 62 77 45 576 39377 44
internal_value=0 -0.00652195 0.00252725 0.0268416 -5.01137e-05 0.0344726 -0.00588421 0.117707 -0.0631009 -0.094682 0.0359146 0.117262 0.0291995 -0.000785031 -0.0171372 -0.0500431 0.00157081 0.0168946 -0.0322354 -0.0206858 0.254873 0.00792619 -0.0101702 -0.0605434 0.0594122 -0.175569 -0.0382539 0.1033 0.453604 -0.246234 0.0505541 0.0811288 0.162593 0.0260246 0.222628 -0.267466 -0.303464 -0.218803 -0.454154 0.245617 -0.460036 0.0801039 0.134535 0.173769 0.243311 0.0823384 0.422637 -0.214866 0.0106675 0.0359005
internal_weight=0 161820 417601 50068 145210 20992 124218 4188 16610 10040 45611 3478 42133 367533 73437 26618 46819 32216 14603 14049 1170 31046 21794 12642 9152 4868 1654 1234 533 3214 9252 7540 3769 1425 624 3111 2781 1805 420 2344 976 8510 4438 3693 2324 277 122 642 60892 330
internal_count=579421 161820 417601 50068 145210 20992 124218 4188 16610 10040 45611 3478 42133 367533 73437 26618 46819 32216 14603 14049 1170 31046 21794 12642 9152 4868 1654 1234 533 3214 9252 7540 3769 1425 624 3111 2781 1805 420 2344 976 8510 4438 3693 2324 277 122 642 60892 330
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=51
num_cat=0
split_feature=8 1 4 13 1 6 6 14 0 14 10 14 10 0 12 12 10 0 5 7 4 0 0 6 6 0 7 9 10 3 3 4 0 0 10 10 12 6 4 14 7 3 7 13 3 12 14 0 11 10
split_gain=1032.21 1842.57 5285.71 5652.31 5241.71 5978.93 5884.56 5047.52 4987.98 4834.4 9346.08 11907.7 10853.2 7847.55 7711.81 7396.5 7084.91 4931.87 8156.53 9379.6 8026.95 7410.81 8187.9 8382.1 7092.13 6744.37 9352.03 6592.26 4852.01 4723.47 6323.31 4877.05 4354.77 6067.8 8760.37 8462.29 5067.8 4367.29 4089.95 4074.46 3991.34 3941.42 8222.98 7699.77 5210.58 4607.41 6239.33 7213.13 8763.12 5928.1
threshold=1.5000000000000002 3305.7150050000014 9.5000000000000018 0.031754032258064523 3383.3926800000004 2.5000000000000004 1.5000000000000002 0.56904761904761914 840.46259753207016 0.29520697167755999 0.6198686371100165 0.14459930313588851 0.42206477732793529 893.04870836540351 5.5000000000000009 3.5000000000000004 0.27842377260981915 945.96035253207003 3.5000000000000004 3.5000000000000004 7.5000000000000009 1002.03221753207 1095.5934300320703 1.5000000000000002 1.5000000000000002 911.92921503207015 1.0000000180025095e-35 3.5000000000000004 0.16441441441441443 29.500000000000004 30.500000000000004 7.5000000000000009 835.41881669873692 858.97015253207007 0.27386363636363642 0.03509852216748769 3.5000000000000004 1.5000000000000002 8.5000000000000018 0.18065268065268067 1.0000000180025095e-35 38.500000000000007 1.5000000000000002 0.070598006644518277 36.500000000000007 8.5000000000000018 0.029857397504456332 1025.5466150320701 0.087595907928388769 0.96922348484848497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 38 29 -8 10 11 12 17 -11 15 28 -15 18 25 20 -20 24 23 -23 -19 26 -6 -28 -13 31 -31 -7 36 34 35 37 -4 -34 -5 -32 -12 44 -43 -44 45 46 47 48 -35 -48
right_child=-2 2 32 4 9 7 8 -9 -10 13 40 14 -14 16 -16 -17 -18 21 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 30 39 -33 33 41 -36 -37 -38 -39 -40 -41 -42 42 43 -45 -46 -47 49 -49 -50 -51
leaf_value=0.002376756880303265 -0.0057227930983998615 -0.14043772754123707 -0.43800272107124327 0.29231871337550025 1.1665685987472534 2.7563246281941733 -1.3393657928003986 -0.36952071338891984 0.10650728009641171 -1.3609419229957793 0.60732714924319042 -0.48829100378628437 1.1881072930728689 -0.5144802364750185 0.30994175602376028 1.8391808204791127 1.1328455631222043 2.4783005929910225 1.5047038934060506 -1.6174811713397503 -0.12878906165178006 -2.5927106515927747 0.2479067267463039 -0.072774781602801694 0.37679023817181589 -1.8896360690777119 -1.7022804729792538 -0.20688583041365083 1.4127374279499056 -0.34432770984513422 0.62972729523424753 1.0784663040100075 -1.4357238406936328 3.146011507511139 0.74135022514632776 -2.4407585830301852 1.5793208944978137 0.41824896600511341 1.2110963331229652 2.5128870689868927 -0.67355142474322527 -1.1542894441634417 2.2435594508300225 0.311405145038258 -0.7141970675318472 -0.97181668290495871 -0.10980476432489372 -0.085377830708468411 0.53288942033594311 1.3171563951174419
leaf_weight=371188 204136 501 20 175 30 30 34 24 80 54 29 29 85 69 137 102 42 26 56 22 65 22 296 33 42 39 49 74 25 35 27 41 24 21 28 37 33 27 67 20 151 24 30 66 124 50 985 54 33 30
leaf_count=371188 204136 501 20 175 30 30 34 24 80 54 29 29 85 69 137 102 42 26 56 22 65 22 296 33 42 39 49 74 25 35 27 41 24 21 28 37 33 27 67 20 151 24 30 66 124 50 985 54 33 30
internal_value=0 0.00311291 0.0698083 0.160079 0.234984 0.503806 0.267644 0.978798 -0.324718 0.137975 0.202134 0.308563 0.116897 -0.372185 0.857394 1.33817 0.108832 -0.00386247 -0.289888 0.281871 0.627208 0.224821 0.0397128 -1.08075 1.18031 -0.715729 -0.416498 -0.802612 0.391815 1.1903 0.673279 1.78742 -0.0731109 -0.103921 -0.799266 -1.28946 0.818067 -0.454209 0.546691 1.43107 -0.467188 -0.0469982 0.501305 0.915203 -0.0977279 -0.0325598 0.0092593 0.731863 1.5491 -0.0676286
internal_weight=0 375285 4097 2511 2010 533 356 177 114 1477 1312 1132 839 165 293 156 111 754 335 143 121 419 351 55 68 192 153 123 54 153 82 71 1586 1533 116 88 53 51 242 47 180 1417 120 96 1297 1173 1123 108 54 1015
internal_count=579421 375285 4097 2511 2010 533 356 177 114 1477 1312 1132 839 165 293 156 111 754 335 143 121 419 351 55 68 192 153 123 54 153 82 71 1586 1533 116 88 53 51 242 47 180 1417 120 96 1297 1173 1123 108 54 1015
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=51
num_cat=0
split_feature=7 14 12 1 12 7 6 7 13 0 5 9 13 0 13 0 0 12 11 11 8 12 0 1 10 4 10 10 0 0 10 7 2 10 1 0 4 13 10 12 4 13 10 1 1 0 10 0 2 5
split_gain=964.945 1522.48 7179.24 4892.24 5632.89 5300.58 3861.21 5796.61 7775.13 9688.62 7470.3 5633.47 4336.46 4967.72 4724.19 13785.8 4092.33 3860.84 3674.43 5227.17 3617.51 3587.9 12304.4 4330.11 6051.16 3402.09 3776.78 8858.81 5209.37 7551.96 7982.62 5544.04 4806.27 8867.45 4757.42 9031.54 5953.51 3655.8 3788.93 3366.72 4687.11 5604.78 5987.31 3508.18 3221.07 5230.67 3526.96 3092.61 4444.08 6004.5
threshold=1.5000000000000002 0.050641025641025648 10.500000000000002 3585.7070200000003 8.5000000000000018 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 0.10762548262548265 1057.5680575320705 5.5000000000000009 3.5000000000000004 0.05634920634920635 997.54235919873679 0.14119601328903655 1187.5535858654036 1030.5273950320702 5.5000000000000009 0.19399641577060936 0.50675675675675691 2.5000000000000004 12.500000000000002 938.81247003207011 3990.9076300000002 0.050641025641025648 4.5000000000000009 0.082207207207207214 0.27842377260981915 773.89375253207015 702.37839753207015 0.31909090909090915 3.5000000000000004 3.5000000000000004 0.43050193050193059 3247.4275200000006 1082.0615325320703 7.5000000000000009 0.033908045977011504 0.04819976771196284 4.5000000000000009 5.5000000000000009 0.21525096525096529 0.77032967032967048 2912.4473000000003 3383.3926800000004 1082.0615325320703 0.1126984126984127 949.46177836540335 3.5000000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 25 6 11 12 20 10 -10 -5 13 -8 15 -14 -16 -11 44 -20 -9 -3 -23 -24 -25 47 37 34 29 31 -31 -29 -30 -34 -28 36 -36 38 -27 40 41 -32 -43 -42 -4 46 -46 48 49 -2
right_child=1 21 18 5 -6 -7 7 8 9 17 -12 -13 14 -15 16 -17 -18 -19 19 -21 -22 22 23 24 -26 26 27 28 32 30 39 -33 33 -35 35 -37 -38 -39 -40 -41 43 42 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=0.0024800343909234025 -0.045501837503127612 -0.0042823541173180801 -0.33136271692630725 2.4179516636806988 -0.46703317118385296 -0.090904329047290566 1.9120796317145938 0.67592661171346102 1.1948424429893494 -0.46259157107426568 3.7214425607161092 0.33776865283648178 -2.5263780665397646 0.084609536271469277 1.0189224414753191 0.50521592189868292 -0.41024427107151817 1.215580263733864 1.3238187212835659 -0.73599433813776294 -0.7224343949073071 2.0678611922908474 -0.39406877870743096 -0.56080612795693541 1.6377142492801913 0.29656194454741364 -0.32707384619751367 -0.088321155589073899 -0.028753850650121367 -2.3711989225090848 -0.80836608396636123 1.2382736943117003 1.7619351395340854 -0.12622656892921966 -0.73733514080876894 -0.021365958212150468 -2.8757884863018992 -0.01312141542312672 1.8030834549665451 0.17436074588979994 -0.71317482796537368 -0.20123156540995013 2.0159030573708669 -2.0989438717067244 -2.9748540115356445 -0.54272849748009133 -1.1767863909403482 0.16932126388274674 0.34267289937187029 -1.0378045241984111
leaf_weight=423144 1902 142924 82 23 308 327 21 37 25 26 22 30 30 51 33 30 51 29 22 28 37 37 91 21 31 101 843 136 2874 23 45 41 43 59 23 45 30 3653 20 70 211 29 21 20 20 57 24 1319 289 63
leaf_count=423144 1902 142924 82 23 308 327 21 37 25 26 22 30 30 51 33 30 51 29 22 28 37 37 91 21 31 101 843 136 2874 23 45 41 43 59 23 45 30 3653 20 70 211 29 21 20 20 57 24 1319 289 63
internal_value=0 -0.00671507 -0.0392472 -0.029341 -0.0448286 0.21477 0.439389 0.331077 0.757082 1.32321 2.37751 1.24049 -0.0160376 0.617622 -0.332867 -1.01058 0.151214 0.422263 -0.589404 0.170323 -0.0232539 -0.00372043 0.44246 0.0219018 0.74985 -0.0338641 -0.0690322 -0.130767 -0.0588562 -0.328711 -0.56007 0.218969 -0.00481274 0.669763 -0.403738 -1.0632 -1.94778 0.00479118 0.545574 -0.454878 -0.589991 0.00128184 0.729965 -0.833155 -0.796979 -1.175 -1.99409 0.0477025 -0.0234666 -0.0773161
internal_weight=0 156277 13173 12940 12168 772 445 392 176 102 47 53 216 72 144 60 84 55 233 50 74 143104 180 143 52 11860 8287 4513 3572 596 419 177 2976 102 941 98 53 3774 121 396 326 95 50 231 183 101 44 3573 2254 1965
internal_count=579421 156277 13173 12940 12168 772 445 392 176 102 47 53 216 72 144 60 84 55 233 50 74 143104 180 143 52 11860 8287 4513 3572 596 419 177 2976 102 941 98 53 3774 121 396 326 95 50 231 183 101 44 3573 2254 1965
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=51
num_cat=0
split_feature=0 1 6 5 4 6 6 0 10 13 4 0 10 2 3 0 3 10 4 10 13 8 0 14 14 0 10 14 0 0 10 9 1 10 14 8 8 7 0 3 8 10 6 13 0 13 13 13 14 10
split_gain=962.213 2472.73 1929.88 1559.35 1251.43 1207.92 1160.55 4248.43 7020.42 6253.69 3936.54 4099.78 3326.47 3081.11 5849.02 4275.16 9683.28 6645.6 4695.28 4396.64 4340.39 4837.54 4327.95 6286.57 6190.97 10004.6 8023.38 6621.81 5481.23 5353.44 5799.03 13642.8 4855.33 7683.07 8031.01 6448.39 9586.97 5723.79 5545.54 5154.75 4905.5 4372.44 4894 4873.39 4305.49 4290.1 5993.03 4921.24 7047.25 6659.12
threshold=1462.7090825320704 3001.4799050000006 1.5000000000000002 4.5000000000000009 5.5000000000000009 13.500000000000002 3.5000000000000004 591.80209253207011 0.63245614035087727 0.46737588652482276 4.5000000000000009 555.28608086540339 0.55718954248366026 2.5000000000000004 16.500000000000004 671.35051753207006 20.500000000000004 0.077935222672064791 3.5000000000000004 0.62645348837209314 0.90550595238095244 1.5000000000000002 736.41492919873679 0.68301435406698574 0.81016731016731025 799.92030253207008 0.12660256410256412 0.81980519480519487 813.67629336540347 971.95500003207007 0.76568627450980398 1.5000000000000002 2818.4131550000006 0.65450928381962881 0.039230769230769243 3.5000000000000004 5.5000000000000009 3.5000000000000004 698.35489753207014 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 0.11834733893557424 1199.6178025320703 0.80243902439024406 0.78319623971797891 0.19292803970223329 0.54653679653679665 0.72850122850122856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 -1 8 9 12 -10 -12 -8 -9 -15 17 19 20 -19 -17 -16 -22 32 45 25 26 -25 -26 -27 -29 -31 44 35 34 -34 38 37 -37 41 -40 -41 43 -43 -18 -32 46 47 -24 -49 -50
right_child=1 2 -4 -5 -6 -7 7 13 10 -11 11 -13 -14 14 15 16 22 18 -20 -21 21 -23 23 24 27 28 -28 29 -30 30 31 -33 33 -35 -36 36 -38 -39 39 40 -42 42 -44 -45 -46 -47 -48 48 49 -51
leaf_value=0.00069069607197240349 -0.32846852850389524 0.17401143864318475 0.24904758260679782 -0.15141311863978468 -0.012111687811078332 0.69483258581161511 0.56113834017291042 0.021139291849289619 -0.29505334512796255 0.059576156897138258 1.7663345502316952 -0.13806232259823725 1.8862395012378692 -0.66545342726092194 -0.40378955901178637 -0.202321231212787 2.4753657894837673 0.014834953156993694 0.40273114977077445 -0.59852857382945079 1.344480759086031 -0.30060850123946486 -0.081103555815730879 1.7730456066542659 1.159186879067849 -2.183410437290485 -0.28255194031379438 -0.27609305687949542 -0.67600417767991561 -0.11780408497154714 0.63791468602139512 3.0137104799716989 -0.82440649145527889 -0.70540018363432455 0.70560363570370699 -1.2655094859274953 0.71091348489125572 0.57357712775468828 0.09500600501821832 -2.0856612538749522 -0.37665933991821721 0.12541504655064656 1.7179311820438929 0.57133726841065946 -0.98374315608631491 -0.34710042165186006 1.0757016115188598 0.02481219108377794 0.2294844906017961 1.2778280875086785
leaf_weight=551100 152 293 799 296 705 25 359 8080 344 387 20 26 20 155 329 908 20 596 655 405 33 39 5891 29 39 26 55 994 334 200 64 22 38 55 353 110 45 20 242 22 71 238 21 41 22 408 50 3989 211 85
leaf_count=551100 152 293 799 296 705 25 359 8080 344 387 20 26 20 155 329 908 20 596 655 405 33 39 5891 29 39 26 55 994 334 200 64 22 38 55 353 110 45 20 242 22 71 238 21 41 22 408 50 3989 211 85
internal_value=0 0.0653408 0.147807 0.0104704 -0.0682217 -0.000254151 -0.00028426 -0.0209091 0.166495 0.342336 -0.178875 0.689936 0.631065 -0.0296112 -0.053998 -0.0483092 -0.0651159 0.104375 0.21793 -0.324533 -0.249882 0.453391 -0.0402445 -0.0582639 -0.231921 -0.555577 0.427119 -0.12476 -0.784872 -0.163219 0.201055 0.791535 0.135135 0.401241 0.556907 -0.00785762 -0.547105 -0.982573 0.136216 -0.148167 -0.780939 0.43393 0.254538 1.19561 0.223072 -0.0291142 -0.0164271 -0.0217933 0.0597462 0.530529
internal_weight=0 2245 1388 589 857 577176 577151 26051 1156 766 390 46 379 24895 16815 16660 15008 1652 1251 1313 401 72 13695 12419 1785 444 84 1341 360 1302 308 108 1276 446 391 830 175 130 655 335 93 320 259 61 86 10634 10226 10176 4285 296
internal_count=579421 2245 1388 589 857 577176 577151 26051 1156 766 390 46 379 24895 16815 16660 15008 1652 1251 1313 401 72 13695 12419 1785 444 84 1341 360 1302 308 108 1276 446 391 830 175 130 655 335 93 320 259 61 86 10634 10226 10176 4285 296
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=51
num_cat=0
split_feature=3 0 4 10 10 9 1 5 0 0 1 1 0 14 13 10 10 14 0 13 0 0 6 5 7 6 7 7 13 8 1 6 10 0 10 0 0 0 5 13 13 6 14 13 0 7 1 1 11 0
split_gain=955.922 5093.66 4552.52 3744.86 6077.08 7274.39 6031.89 5301.41 6343.14 4092.53 3413.97 2904.5 3362.29 3651.47 2829.35 2688.86 8224.49 4541.56 3554.87 10703.9 10888.9 5801.87 5074.85 4899.29 4098.26 4010.25 3494.87 3431.45 3428.34 3979.65 3427.66 4923.17 4041.39 5673.44 4195 3952.2 3812.61 3448.17 3211.54 2961.31 2959.8 2650.82 2623.85 4030.23 3929.34 2589.3 4095.06 2575.2 4230.48 3174.26
threshold=21.500000000000004 1144.5916150320702 7.5000000000000009 0.1012820512820513 0.20881782945736438 2.5000000000000004 2382.2192800000007 3.5000000000000004 795.43170253206983 684.83098003206999 2642.3902950000006 2339.2687100000007 569.77478253207005 0.31698564593301443 0.4431524547803618 0.95346320346320357 0.77913279132791347 0.73798627002288331 763.29588003207004 0.45080645161290328 722.35747503207006 984.47344919873672 3.5000000000000004 13.500000000000002 4.5000000000000009 1.5000000000000002 3.5000000000000004 3.5000000000000004 0.13423423423423428 2.5000000000000004 2287.1924750000003 2.5000000000000004 0.57979626485568769 780.38975503207018 0.17752100840336138 773.89375253207015 698.35489753207014 773.89375253207015 7.5000000000000009 0.18065268065268067 0.59317129629629639 1.5000000000000002 0.52086956521739147 0.080540540540540564 804.4082275320701 1.5000000000000002 2518.2469050000004 2092.9460250000006 0.13100686498855837 848.40826753207011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 47 5 7 -7 9 -9 14 -6 12 13 -2 -5 16 17 -14 19 20 24 22 42 -23 39 26 38 -24 29 -18 31 36 33 34 37 -36 -19 41 -22 -17 -21 -32 43 -20 -44 -3 -47 48 49 -4
right_child=11 45 3 4 10 6 -8 8 -10 -11 -12 -13 15 -15 -16 18 28 30 21 40 25 23 27 -25 -26 -27 -28 -29 -30 -31 32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0022885000665621514 -1.0924993670162033 -0.051787858760065544 0.63213544125014021 0.2338047432628545 0.05931113444802201 0.86143011378590018 0.0030925378337636725 1.7481154219100352 -0.23548105784824919 -0.18450805376707616 1.3672199314832687 0.0036605844768924506 0.024917579630909421 -0.050956782999664857 1.6682772141695024 -1.5053457693620163 -0.17658969081577758 1.6278919274392338 0.336668040887876 -0.88851178654881791 -0.24388520019267923 -0.0027116537425920162 -1.7577411812979999 1.2065472960472108 0.33506192068551793 1.2563130000675167 1.1071801406438233 -0.1858123969464075 0.6972282724258323 0.75811276121271987 0.37190224329630533 -0.18238225020608811 -0.28556785609411156 0.055721070306210575 1.1624894213734889 -0.26923800245408092 0.29911042071414568 2.748851826077416 1.0010434222221374 -0.078345141502527096 -0.098051657770180489 1.8824796511576727 0.66255136519612279 -0.63258302155977653 -0.61082299317304911 -0.17302416488935451 -1.5169144982876985 -0.094599105256819513 -0.059012438163744962 0.052067792956259545
leaf_weight=446717 51 6939 202 44 9377 312 111 38 28 367 20 101902 3582 99 20 33 124 23 55 61 67 2296 41 34 53 135 61 21 322 72 21 265 46 79 51 31 353 21 30 26 212 26 64 195 39 1601 23 2303 651 177
leaf_count=446717 51 6939 202 44 9377 312 111 38 28 367 20 101902 3582 99 20 33 124 23 55 61 67 2296 41 34 53 135 61 21 322 72 21 265 46 79 51 31 353 21 30 26 212 26 64 195 39 1601 23 2303 651 177
internal_value=0 -0.00197162 -0.000550204 0.0563382 0.0861091 0.331394 0.636193 0.0719787 0.90659 -0.0558272 0.0620948 0.00836767 0.0642137 -0.405081 0.682077 0.0725552 0.119185 0.0757309 0.00422478 0.209277 0.535497 -0.0464221 -0.390904 0.0149342 -0.303171 0.856079 0.514107 -1.22531 0.496514 0.16677 0.274436 0.147732 0.56977 0.741585 1.10281 0.621227 0.380392 1.68353 0.141144 -0.876498 -0.274675 1.20754 -0.244351 -0.419348 0.1804 -0.0783904 -0.192057 -0.035815 0.0956216 0.361233
internal_weight=0 468930 460367 13650 10317 920 423 497 66 431 9397 110491 8589 150 64 8439 5016 4498 3423 678 405 2745 415 2330 112 293 158 62 518 196 916 641 275 229 150 82 376 68 97 59 273 47 353 250 103 8563 1624 3333 1030 379
internal_count=579421 468930 460367 13650 10317 920 423 497 66 431 9397 110491 8589 150 64 8439 5016 4498 3423 678 405 2745 415 2330 112 293 158 62 518 196 916 641 275 229 150 82 376 68 97 59 273 47 353 250 103 8563 1624 3333 1030 379
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=51
num_cat=0
split_feature=7 8 12 3 9 1 13 13 13 10 0 0 12 8 0 12 9 14 12 0 4 5 12 4 12 7 8 0 5 13 13 5 0 7 10 1 4 6 0 10 10 13 4 13 3 9 11 2 11 8
split_gain=945.267 1743.26 1702.48 1687.76 6032.46 5514.18 7520.21 7751.61 7817.86 12172.7 7450.26 6501.08 5388.28 4284.6 6842.54 6190.32 3547.63 5490.05 3470.68 3187.93 2997.47 2961.49 4452.2 3668.93 4620.36 3393.42 5656.14 4039.08 2960.72 2948.34 6544.03 3728.92 3250.83 3413.91 4697.64 2944.99 2883.5 7557.9 7772.8 5124.46 8807.58 5921.82 5718.46 5709.53 5003.99 4812.15 11415.7 5480.75 4213.25 3949.6
threshold=3.5000000000000004 11.500000000000002 17.500000000000004 30.500000000000004 5.5000000000000009 3069.4597500000004 0.033908045977011504 0.20256410256410259 0.19292803970223329 0.43050193050193059 1082.0615325320703 795.43170253206983 5.5000000000000009 3.5000000000000004 791.3565587820699 3.5000000000000004 4.5000000000000009 0.43050193050193059 5.5000000000000009 1030.5273950320702 7.5000000000000009 2.5000000000000004 7.5000000000000009 8.5000000000000018 3.5000000000000004 4.5000000000000009 1.5000000000000002 1035.9671475320704 8.5000000000000018 0.32200460829493094 0.10620300751879701 12.500000000000002 791.3565587820699 5.5000000000000009 0.95742753623188415 3148.0373600000007 9.5000000000000018 4.5000000000000009 1102.5722025320704 0.97100840336134464 0.96824596774193561 0.046536796536796543 12.500000000000002 0.080540540540540564 38.500000000000007 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 0.13100686498855837 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 36 28 10 8 16 -10 12 -9 13 14 -7 -16 17 21 -13 -17 -19 -8 23 25 -25 27 -27 -23 -2 30 31 32 -30 -34 -35 -14 -5 39 -39 40 41 42 44 45 48 47 -47 -43 -38 -41
right_child=1 -3 -4 4 -6 6 7 11 9 -11 -12 18 35 -15 15 19 -18 20 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31 -32 -33 33 34 -36 -37 37 38 -40 49 -42 43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=0.00096436803662015575 -0.0094805006728697072 -0.76744575817738814 -0.5455813609717185 0.078113491132826368 1.2198227339012679 -3.344189474284649 -0.32844303906895223 0.35661827596751128 -0.74471417535906259 2.0728540995846627 0.36603811075712778 -0.78330730514706304 -0.87086462504935991 -0.11653626646314348 -2.46214848463263 0.27585233504121959 1.0745302391903742 -0.25911128115653992 0.44926742076873777 -1.2878900338429959 -1.7787032673756284 -1.1708738718667757 1.6615114217712765 1.8659648438294729 0.017834009566614708 1.767853291829427 -0.30806605679648263 0.19411716519332514 0.65825856954623496 -0.024346393460077886 -0.8265528137220981 1.174848629080731 -0.091745967682800258 -2.2447136104106904 -0.16958239376544954 0.56803001689910892 0.67123953834656747 1.944041740638869 -0.21229836593847723 1.9006606081128119 -1.9202841647466025 -0.65911313483589584 -0.99521241371448232 -0.16304993741737273 2.0428610767636979 1.5636424168296483 -1.4947890747051975 -2.2095450257000171 -0.81488238324721662 0.046579066912333177
leaf_weight=551497 21672 31 57 3077 43 20 128 77 23 46 47 265 33 21 29 22 28 25 25 32 27 46 21 24 31 21 35 41 39 477 188 23 128 20 24 25 93 35 32 20 30 57 26 601 21 23 26 38 24 27
leaf_count=551497 21672 31 57 3077 43 20 128 77 23 46 47 265 33 21 29 22 28 25 25 32 27 46 21 24 31 21 35 41 39 477 188 23 128 20 24 25 93 35 32 20 30 57 26 601 21 23 26 38 24 27
internal_value=0 -0.0179692 0.000907886 -0.0171345 0.0415012 -0.027475 -0.246942 -0.111761 0.146039 1.13366 -0.75638 -0.460178 -1.04624 -1.41836 -1.68378 -1.28369 -0.0135543 -0.0899111 -0.677051 -0.65081 -1.04813 0.0536837 0.277027 0.130188 0.824291 -0.136775 0.470404 -0.527602 -0.0168571 -0.194682 -0.387218 -0.0342484 -0.166046 -0.352952 -1.11282 -0.250651 0.029233 -0.113602 0.914148 -0.183439 -0.234443 -0.178804 0.365199 -0.298558 0.621509 -0.864117 -0.0591988 -1.27929 0.366394 0.83555
internal_weight=0 27867 551554 27836 4173 23663 1092 863 496 69 229 367 182 124 103 83 427 399 290 54 52 347 219 198 55 143 56 87 22571 899 422 234 211 172 44 58 4130 1053 67 986 939 909 164 745 138 144 49 95 117 47
internal_count=579421 27867 551554 27836 4173 23663 1092 863 496 69 229 367 182 124 103 83 427 399 290 54 52 347 219 198 55 143 56 87 22571 899 422 234 211 172 44 58 4130 1053 67 986 939 909 164 745 138 144 49 95 117 47
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=51
num_cat=0
split_feature=3 0 13 8 10 4 4 1 11 6 10 0 12 4 12 0 4 4 10 14 7 12 4 10 13 14 4 14 10 0 14 7 13 4 1 13 12 8 0 10 0 3 5 4 5 10 7 1 10 8
split_gain=982.29 3376.12 3550.99 5565.3 4397.13 3180.99 3287.31 2880.75 5414.75 5019.14 5502.28 5241.19 7266.49 5309.46 12580.3 4849.74 4062.75 4898.07 5841.72 10832.6 5442.55 5028.74 6163.36 5503.43 5363.93 6471.44 5277.59 5167.95 3964.09 4413.31 3910.61 3795.41 4460.96 4878.38 3430.15 4029.77 7456.17 7378.63 6714.34 6134.41 6011.6 4933.68 4586.84 10607.4 8390.59 7697.65 9838.2 5066.7 4014.54 5728.57
threshold=26.500000000000004 702.37839753207015 0.18301435406698566 4.5000000000000009 0.53452380952380962 2.5000000000000004 7.5000000000000009 2818.4131550000006 0.033908045977011504 4.5000000000000009 0.62645348837209314 1176.0554425320704 6.5000000000000009 9.5000000000000018 1.5000000000000002 938.81247003207011 8.5000000000000018 7.5000000000000009 0.40270270270270275 0.29520697167755999 3.5000000000000004 4.5000000000000009 1.5000000000000002 0.14495798319327732 0.065942028985507259 0.25265957446808512 5.5000000000000009 0.14459930313588851 0.41240409207161127 864.42307003207009 0.14459930313588851 4.5000000000000009 0.60303030303030314 3.5000000000000004 2258.0617350000007 0.78319623971797891 1.5000000000000002 2.5000000000000004 878.39572336540346 0.89528508771929838 935.44215503206999 27.500000000000004 8.5000000000000018 4.5000000000000009 9.5000000000000018 0.65450928381962881 4.5000000000000009 2577.2599700000005 0.92637759710930456 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 11 28 12 13 16 -15 -10 17 21 -19 -20 -21 24 -23 -24 25 -3 27 -25 29 -11 -14 32 -12 -34 -26 36 -36 -37 -39 -40 42 -42 43 45 -44 46 -38 -46 49 -49
right_child=1 7 4 -5 -6 6 -8 -9 15 10 31 -13 30 14 -16 -17 -18 18 19 20 -22 22 23 26 34 -27 -28 -29 -30 -31 -32 -33 33 -35 35 37 40 38 39 -41 41 -43 44 -45 47 -47 -48 48 -50 -51
leaf_value=-0.0010927693947848651 0.38394716244897453 1.6674429700275262 -1.1365792744689518 -1.4222697159647941 -1.3558659601211549 0.14390130128291573 -1.0802264041370815 0.010034709677327953 -0.4366511495092944 0.92030828948374155 0.060950346998870378 0.014872778757617637 2.4460698942343395 -0.56221420142961587 2.4659461708629835 0.21254521524482739 -0.50037718495326267 1.9499169372223522 1.6140348818244004 -1.6604564994573594 0.57315065026283263 -1.8857182275681268 -1.455043279606363 -0.081260327646072883 -0.89388914792625995 0.36328570315471065 -0.97771968256544184 1.475877966024937 -1.1993037826816242 -0.4936569536635883 0.67589993196038112 -0.3784073011784424 2.0922257118203023 0.38473307131366297 -0.51493882048821105 -0.53077909365678444 2.3052017144181511 1.9951778731447587 -0.036390306715105403 1.7980107669646923 2.2738715259565248 0.20164384126663207 -1.3623706962751305 -0.016933402485317654 -1.0734703972314796 2.3622976764654502 -0.29477195448653642 1.8467678583330578 -0.32224986588253696 -0.1011969118164136
leaf_weight=541293 116 60 36 20 50 117 27 34559 310 27 140 746 24 23 34 183 67 37 41 24 20 21 23 47 27 104 27 39 60 121 26 93 27 44 138 39 22 47 61 26 27 20 46 180 24 39 43 36 34 26
leaf_count=541293 116 60 36 20 50 117 27 34559 310 27 140 746 24 23 34 183 67 37 41 24 20 21 23 47 27 104 27 39 60 121 26 93 27 44 138 39 22 47 61 26 27 20 46 180 24 39 43 36 34 26
internal_value=0 0.0155138 -0.286741 0.118327 -0.52626 -0.295814 -0.0856226 0.0184433 0.109168 0.164624 -0.117349 0.230307 0.340992 0.298745 1.24406 -0.195672 0.258684 0.298478 0.901102 0.444559 -0.645181 0.234879 -0.291239 -0.0450325 0.317563 0.840416 0.241961 0.624884 -0.513665 -0.235704 1.52558 0.153814 0.388395 1.03406 0.21487 0.251921 0.135355 0.679777 1.0321 0.511822 0.315919 1.39207 0.203521 0.447609 -0.214074 1.25162 0.585219 0.226106 0.551 1.02988
internal_weight=0 38128 366 136 230 180 144 37762 3203 2710 512 2198 1452 1402 57 493 1345 1278 122 85 44 1156 157 136 999 164 113 86 208 148 50 304 211 71 835 808 635 173 134 87 497 47 450 284 166 104 65 120 96 62
internal_count=579421 38128 366 136 230 180 144 37762 3203 2710 512 2198 1452 1402 57 493 1345 1278 122 85 44 1156 157 136 999 164 113 86 208 148 50 304 211 71 835 808 635 173 134 87 497 47 450 284 166 104 65 120 96 62
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=51
num_cat=0
split_feature=8 12 14 13 0 0 3 7 13 1 0 8 14 4 3 0 13 8 9 14 1 5 13 0 1 5 7 7 9 0 0 0 13 5 13 13 0 12 9 6 13 10 10 6 4 3 8 5 0 12
split_gain=952.848 2073.24 6155.9 1871.13 3676.39 8667.46 4576.76 3757.9 2666.09 2556.27 2247.2 3923.49 3664.63 2195.9 2064.53 5167.95 3778.12 4053.74 5781.08 4486.89 2520.04 3549.93 3749.12 4281.02 3823.04 3773.14 4968.45 3709.58 5995.55 3648.39 7620.31 5986.24 5633.32 5864.53 4735.87 8713.12 4380.11 4064.25 3771.12 5567.77 7255.46 6481.15 6199.01 5893.04 9877.75 4435.9 4016.38 3893.06 3885.15 4100.1
threshold=5.5000000000000009 9.5000000000000018 0.04819976771196284 0.031754032258064523 908.49508003207006 942.50007253207002 24.500000000000004 1.5000000000000002 0.028991596638655467 2287.1924750000003 884.09291836540353 6.5000000000000009 0.21132376395534294 6.5000000000000009 40.500000000000007 1030.5273950320702 0.070598006644518277 6.5000000000000009 2.5000000000000004 0.091966173361522213 2661.2063200000007 6.5000000000000009 0.065942028985507259 1082.0615325320703 3105.9957700000004 8.5000000000000018 3.5000000000000004 2.5000000000000004 3.5000000000000004 858.97015253207007 799.92030253207008 880.97333003207029 0.16869918699186995 8.5000000000000018 0.23904761904761906 0.50609756097560987 890.40783836540334 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.33771929824561409 1.0000000180025095e-35 0.39009661835748799 1.5000000000000002 7.5000000000000009 28.500000000000004 9.5000000000000018 15.500000000000002 1243.5699533654035 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 9 -6 -7 -2 11 -8 -12 -10 20 -16 -17 19 -19 -18 -5 -22 23 24 -23 -25 -27 28 -26 30 34 37 -32 -34 -24 -36 -33 -31 46 40 41 -40 43 44 -41 -43 47 -38 49 -45
right_child=1 2 -4 14 5 8 10 -9 13 -11 12 -13 -14 -15 15 16 17 18 -20 -21 21 22 29 25 27 26 -28 -29 -30 31 32 36 33 -35 35 -37 38 -39 39 42 -42 45 -44 48 -46 -47 -48 -49 -50 -51
leaf_value=0.00051974010001534863 0.34347339877095379 1.8422421165134599 -0.22050193097346871 -0.010630103260296604 -0.5386693227817031 -0.0057458412869391927 1.1495317230621973 -2.1730065181851388 1.1121167917440578 -0.36133242222700229 2.3664726507663727 -0.034966255705161341 0.45214992523193359 -0.1086709683356078 1.7508351768766131 1.2861352340034817 -0.36065280675888062 0.0031613622085157646 -1.6813735501081855 1.6873369978821797 -0.46515520391453591 -0.30502117513129434 0.47589273021833317 -0.57941291875253298 -0.20148264904474389 0.065315132866303124 1.8392051643133165 -2.0652405202388766 -2.1734719815708341 -0.31259060061496236 -0.02637001537695164 1.1229502232869466 2.5129945373535159 0.69979542141610929 -1.0909390871434712 0.26955830596673946 -0.13756744914508731 -2.213762651519342 0.02491586750203913 -0.19508568263479642 -0.5935963635444641 1.1159674576350622 0.58309212546599543 0.62078055994851256 -2.3159119782038036 3.1713670458112446 -0.63440936051442165 1.2669646656513214 1.3025418029590088 -0.30600730752960076
leaf_weight=570057 122 23 39 4549 34 597 54 24 41 89 20 58 20 23 21 23 20 83 27 23 280 161 111 59 58 75 20 28 21 23 41 30 30 44 86 104 1487 22 22 70 25 21 133 63 32 21 168 20 22 197
leaf_count=570057 122 23 39 4549 34 597 54 24 41 89 20 58 20 23 21 23 20 83 27 23 280 161 111 59 58 75 20 28 21 23 41 30 30 44 86 104 1487 22 22 70 25 21 133 63 32 21 168 20 22 197
internal_value=0 -0.0316405 0.54471 -0.035482 0.0881372 -0.042837 0.34756 -1.21495 0.0600107 0.0461856 0.765915 0.536131 1.40931 0.673396 -0.051754 0.268069 0.0911484 -0.0884902 -0.410315 0.734784 -0.0596071 -0.12374 -0.0938096 -0.371485 -0.612926 0.0486843 0.438766 -1.07622 -0.725682 -0.0515372 0.221483 -0.0997445 0.91391 1.43488 -0.0430651 -0.346246 -0.0775014 -1.24205 -0.0932899 0.120479 0.851037 1.41535 -0.00528486 -0.209072 -0.860443 2.14367 -0.170629 -0.118927 0.0265307 -0.0814395
internal_weight=0 9364 62 9302 1082 719 363 58 661 211 152 112 40 64 8220 197 176 153 110 43 8023 3474 3194 422 268 154 95 107 79 2772 416 2356 115 74 301 190 2311 45 2281 606 89 64 517 384 102 42 1675 1507 282 260
internal_count=579421 9364 62 9302 1082 719 363 58 661 211 152 112 40 64 8220 197 176 153 110 43 8023 3474 3194 422 268 154 95 107 79 2772 416 2356 115 74 301 190 2311 45 2281 606 89 64 517 384 102 42 1675 1507 282 260
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=51
num_cat=0
split_feature=7 3 6 13 1 3 0 10 8 9 10 6 1 12 0 14 14 0 10 0 13 0 5 13 10 10 14 10 3 6 13 0 3 10 6 5 12 7 5 5 9 7 14 13 12 8 1 10 2 10
split_gain=980.639 2481.44 4875.85 2408.73 4584.53 4950.96 4355.65 4179.38 3645.23 3587.09 5109.95 3665.33 3390.08 6413.73 5068.02 5050.43 3003.39 2968.44 6239.73 4101.03 3414.44 3483.7 2977.75 3580.28 3397.31 2828.67 5771.7 5203.42 4947.14 2750.44 2632.94 2597.89 5699.25 5898.82 4811.27 3492.96 5558.38 2899.83 2651.01 3045.94 3591.83 2640.82 3051.61 4069.56 2827.01 4314.39 2633.78 2575.25 2696.73 2446.95
threshold=6.5000000000000009 43.500000000000007 4.5000000000000009 0.17752100840336138 2626.2240200000001 26.500000000000004 616.3299900320701 0.89087301587301593 6.5000000000000009 2.5000000000000004 0.037749287749287756 3.5000000000000004 2258.0617350000007 2.5000000000000004 1154.1210150320703 0.68857758620689669 0.75337837837837851 1127.0524375320704 0.96490147783251246 845.88457503207007 0.30495169082125612 1025.5466150320701 4.5000000000000009 0.24068965517241384 0.70106382978723414 0.72850122850122856 0.21807065217391305 0.39339826839826847 35.500000000000007 1.5000000000000002 0.73431372549019625 1144.5916150320702 33.500000000000007 0.95346320346320357 4.5000000000000009 5.5000000000000009 4.5000000000000009 10.500000000000002 14.500000000000002 4.5000000000000009 2.5000000000000004 11.500000000000002 0.35388994307400384 0.028991596638655467 1.5000000000000002 2.5000000000000004 2440.1592950000004 0.31909090909090915 2.5000000000000004 0.95916666666666683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 31 6 -6 7 16 9 11 -11 12 49 14 15 29 -5 18 19 -7 -20 30 24 -24 -21 26 28 -28 -25 -14 -22 32 41 34 35 36 -34 38 39 -33 -41 42 43 -2 46 -46 -44 -13 -49 -8
right_child=3 2 -4 4 5 17 8 -9 -10 10 -12 47 13 -15 -16 -17 -18 -19 20 22 21 -23 23 25 -26 -27 27 -29 -30 -31 -32 37 33 -35 -36 -37 -38 -39 -40 40 -42 -43 44 -45 45 -47 -48 48 -50 -51
leaf_value=0.00020335215754478938 -0.97518853270372419 1.51290447935462 0.064688115751042094 -0.55889291956618026 -1.8057515316388824 -0.032968451643502837 0.032896606065781722 0.21199952412295986 -1.2667577938735486 -0.44985133178772463 1.0678754835556716 0.39750284563217847 1.1877677085029112 -0.50954113996253825 0.035757165267819267 0.29367251655994314 -1.9777247924804688 0.033668108900579127 -0.65485771853348307 -0.6610573679993027 2.0423516476154329 -0.18906510438649887 -2.075734975508281 -0.35492248553782701 0.77587658677782334 -1.8235978388786316 0.74354507097831135 -1.1798378998583015 -2.0325625141055728 2.5298649425689992 0.48879833767811465 0.35260407955696188 1.1075566836765833 1.7617732018232346 -0.57475565927369254 1.066411339176389 -1.1669501759789207 -0.95363704353570944 0.99427249091012149 -0.24620463910490967 -1.6864656037092212 1.137784148454666 0.04820180557740545 -0.083496314752261214 0.16376676035233034 1.2049815190434456 -1.0031376470481195 -0.21678823760726998 -1.2341028985877833 -0.82656306823094694
leaf_weight=576303 61 32 85 37 22 93 415 37 20 31 78 28 37 53 61 39 25 208 29 76 20 31 28 32 21 25 39 22 39 26 24 72 21 36 42 78 22 45 21 129 20 20 103 318 195 50 31 57 48 36
leaf_count=576303 61 32 85 37 22 93 415 37 20 31 78 28 37 53 61 39 25 208 29 76 20 31 28 32 21 25 39 22 39 26 24 72 21 36 42 78 22 45 21 129 20 20 103 318 195 50 31 57 48 36
internal_value=0 0.000296839 0.460781 -0.0570156 -0.133441 -0.329064 0.00147882 -0.629072 0.0686743 0.0980567 0.636228 0.0247308 0.120313 0.446077 0.756799 1.18801 -1.131 -0.281776 -0.418753 -0.608824 0.266599 0.622896 -0.798734 -1.03403 -0.349969 -0.848252 -0.663528 0.049866 -1.27644 1.74165 1.19496 0.0480081 0.12571 0.603266 0.3474 0.667487 -0.0561445 -0.216502 -0.0794318 -0.181458 -0.439528 0.00355844 -0.0263684 -0.227014 0.174277 0.37626 -0.195019 -0.454615 -0.681846 -0.0357077
internal_weight=0 576420 117 3001 1737 709 1028 99 929 909 109 800 667 216 163 102 62 687 479 375 104 75 282 185 97 157 132 61 71 63 44 1264 977 199 163 121 43 287 242 221 149 778 758 379 379 245 134 133 105 451
internal_count=579421 576420 117 3001 1737 709 1028 99 929 909 109 800 667 216 163 102 62 687 479 375 104 75 282 185 97 157 132 61 71 63 44 1264 977 199 163 121 43 287 242 221 149 778 758 379 379 245 134 133 105 451
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=51
num_cat=0
split_feature=11 11 0 5 1 13 11 5 2 13 14 14 13 4 4 7 12 0 5 2 8 0 2 4 13 1 14 4 2 12 8 13 11 14 2 11 14 0 13 7 14 0 11 12 2 14 0 4 7 0
split_gain=928.691 1723.02 1814.42 3754.24 1673.14 3591.77 1582.96 3225.45 2902.92 5782.18 4337.13 6746.61 3582.82 2737.82 2699.66 2683.71 2109.69 1995.72 2128.76 3386.76 3090.41 2352.83 2043.88 1847.05 2656.41 2185.74 2353.88 2243.17 4269.16 21634.1 12172 5587.67 4450.38 5725 2341.75 16719.2 10397.9 3321.91 2116.47 2030.19 3282.83 3690.47 2137.55 1877.83 1846.11 1832.79 1776.43 1716.22 2147.4 2146.09
threshold=0.93218390804597717 0.97530487804878063 698.35489753207014 6.5000000000000009 3757.3374450000006 0.11834733893557424 0.50675675675675691 2.5000000000000004 3.5000000000000004 0.18834459459459463 0.28759398496240607 0.15075757575757578 0.096006144393241177 12.500000000000002 11.500000000000002 1.5000000000000002 10.500000000000002 1403.2040600320704 9.5000000000000018 3.5000000000000004 4.5000000000000009 1187.5535858654036 2.5000000000000004 10.500000000000002 0.10762548262548265 3475.2235900000005 0.24695121951219515 6.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 0.29864864864864871 0.68857758620689669 0.16064516129032261 3.5000000000000004 0.63818181818181829 0.087595907928388769 665.35581086540344 0.13100686498855837 1.5000000000000002 0.05634920634920635 1118.5409650320703 0.57359307359307377 4.5000000000000009 3.5000000000000004 0.16064516129032261 1165.0077825320702 7.5000000000000009 1.5000000000000002 1102.5722025320704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 -1 8 -8 10 11 12 -10 14 16 -11 17 18 23 20 21 22 -20 25 -25 27 39 34 47 -30 -31 32 33 43 -9 37 -37 -36 -35 42 41 -41 -27 -32 -18 -26 -28 -29 -49 -50
right_child=1 4 -4 -5 5 -7 7 13 9 15 -12 -13 -14 -15 -16 -17 44 -19 19 -21 -22 -23 -24 24 45 26 46 28 29 30 31 -33 -34 38 35 36 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=0.00057227306580102152 0.14818424927403354 -0.051125643738664898 0.034805010194480332 1.4820281290091002 0.34519618526101115 -1.4373118833853651 0.0090081641473170933 -0.03457051736399816 0.20992823263009389 -0.25086740319217954 0.34667516052722935 -2.411816011420612 -1.410997169777751 -0.96061994819080132 0.76864310166774663 1.1600419024865214 -0.27135106429719091 0.26639425944272288 -0.36407342649996283 0.54207354433396293 -0.11933915982587953 -0.079886331160863244 -1.5536085562064099 0.2551845906302333 -0.41658297318678639 -1.001720727869758 1.6069793385267257 -0.10928663920255784 2.5798279739478058 2.0658717020636512 -0.39431382580236957 -2.0180787290845599 0.7214269337408683 -1.8941166310474793 -2.4196297168731693 2.6634190177917483 -0.34490427970886234 -0.95271287372237767 -0.57591410293465573 1.9976254394366628 -0.082729898415394687 0.25695348791135797 0.066970841953011812 0.94451798200607306 -1.3327350962421169 -1.4883827112339161 0.27415193140506749 -0.14363459579322832 -0.56683778148963238 -0.062797012186863219
leaf_weight=537912 112 1704 11982 26 20 26 16032 8384 30 28 24 29 25 34 39 26 57 183 20 34 89 24 52 32 39 27 20 933 34 21 22 21 34 29 26 20 27 38 21 21 67 29 61 20 23 27 20 443 364 110
leaf_count=537912 112 1704 11982 26 20 26 16032 8384 30 28 24 29 25 34 39 26 57 183 20 34 89 24 52 32 39 27 20 933 34 21 22 21 34 29 26 20 27 38 21 21 67 29 61 20 23 27 20 443 364 110
internal_value=0 0.0255644 0.0389573 0.399488 -0.067191 -0.662308 -0.000626962 -0.0239665 0.00475214 -0.416437 -0.838885 -1.17762 -0.526856 -0.0646018 -0.061932 0.428459 -0.0647805 -0.0611551 -0.0665509 -0.375238 -0.543825 -0.937358 -1.22318 -0.0603431 -0.492522 -0.0564186 0.238858 -0.0632777 -0.157112 0.279397 -0.186166 -0.507886 -0.256187 -0.61748 -0.0406117 -0.496914 0.935233 -1.54865 -1.34047 0.10194 0.374862 0.988036 -0.260923 0.243225 -0.576499 -0.855047 0.940566 -0.204774 -0.301927 -0.449866
internal_weight=0 13870 12120 138 1750 46 565551 27639 16194 162 108 84 55 11445 11411 54 11372 11292 11109 219 185 96 72 10890 98 10792 245 10547 2052 202 168 147 126 92 8495 111 47 64 50 205 117 50 88 42 80 66 40 1850 917 474
internal_count=579421 13870 12120 138 1750 46 565551 27639 16194 162 108 84 55 11445 11411 54 11372 11292 11109 219 185 96 72 10890 98 10792 245 10547 2052 202 168 147 126 92 8495 111 47 64 50 205 117 50 88 42 80 66 40 1850 917 474
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=51
num_cat=0
split_feature=3 1 3 10 10 3 1 5 3 10 6 0 1 1 4 9 3 10 7 0 5 14 7 5 0 14 14 9 11 11 1 12 3 0 1 5 7 0 14 6 0 10 13 10 13 10 10 12 1 10
split_gain=927.4 5238.95 4120.23 2645.9 5606.3 5263.04 4156.23 2691.17 2653.94 2624.58 2987.98 2558.94 2439.83 2427.67 4312.19 3301.41 3129.19 2626.38 2451.48 2208.37 2164.81 2104.9 2004.73 2112.56 1879.44 1841.73 2890.45 1971.96 1758.5 1700.98 1686.06 2902.6 2297.54 5578.24 4280.77 3424.29 2797.76 3009.25 1839.35 1768.08 7066.52 9161.24 5599.06 5362.08 4025.4 5017.15 5637.22 5552.09 6157.21 7027.6
threshold=11.500000000000002 1331.5861150000003 10.500000000000002 0.74133811230585434 0.53950103950103967 9.5000000000000018 1196.6206550000002 3.5000000000000004 7.5000000000000009 0.79361054766734285 1.0000000180025095e-35 724.36926753207001 1233.6989000000001 1420.6708450000003 4.5000000000000009 1.5000000000000002 12.500000000000002 0.22967032967032971 1.0000000180025095e-35 773.89375253207015 1.0000000180025095e-35 0.89564428312159727 1.0000000180025095e-35 1.5000000000000002 793.40564253207015 0.55086206896551737 0.12060606060606062 2.5000000000000004 0.17752100840336138 0.88675213675213682 1554.8875399999999 3.5000000000000004 14.500000000000002 815.91853253207012 1700.9006200000001 2.5000000000000004 1.0000000180025095e-35 905.47011253207006 0.76568627450980398 1.0000000180025095e-35 628.30594169873677 0.22401433691756276 0.31643132220795894 0.47434210526315795 0.13680926916221037 0.93218390804597717 0.050641025641025648 9.5000000000000018 2678.3870350000002 0.12347560975609757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 4 25 6 8 9 -6 -5 20 22 28 14 -2 -16 18 -17 24 -20 -11 -3 23 -4 -15 26 -1 -28 -7 -27 31 -18 33 34 -32 36 37 -35 -36 40 41 -34 43 -43 -42 46 -46 48 -48 -50
right_child=13 2 11 7 5 12 -8 -9 -10 10 -12 -13 -14 16 15 17 30 -19 19 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31 32 -33 39 35 38 -37 -38 -39 -40 -41 44 42 -44 -45 45 -47 47 -49 49 -51
leaf_value=-0.040758080897336603 0.0089988847616826375 -0.205487756404651 0.0015341437428029094 -0.1233268851067082 -0.21640025496945256 0.22727066428354231 -0.54314355347701848 -0.11119843992241225 0.053311942276888916 0.050790107885483375 -0.037523576067418921 -0.2356700271147954 0.078036772857978512 -0.017424600946685465 0.048902835442290619 0.057441146008106118 0.031444007222340295 0.27050335639067141 -0.10738778129184248 -0.54661360612186072 -0.0037950040223824312 -0.60099887269371688 -0.14095096228288015 -0.12894161685669264 -0.26062806652636705 -0.035299571774479614 0.055174393497670907 -0.037280506620150158 -0.31992703929543498 0.098270653091545868 -0.0091550105300136977 -0.059208868056073831 0.033953493965763769 -0.01395797621424001 0.1606126141448973 -0.22363062530889044 -0.13276716829721685 -0.32003243378537305 -0.18814451696316892 -0.0030751467636517334 0.044507193149672865 -0.2331870378593148 -0.27887863839161126 0.0015639160434309726 -0.024080023938511247 -0.046880111446473055 0.06699509638091751 0.98281367383897311 0.33373404044411159 -0.17272236291360071
leaf_weight=6001 32104 676 6922 1974 429 2773 141 2747 2439 9844 19769 730 2361 11235 5723 945 33096 1492 3008 119 27739 168 1698 1512 327 14015 14106 2758 60 1023 22235 3954 5537 7810 2093 1414 3565 335 163 221197 42474 1470 2032 2878 16019 14530 21381 64 317 2019
leaf_count=6001 32104 676 6922 1974 429 2773 141 2747 2439 9844 19769 730 2361 11235 5723 945 33096 1492 3008 119 27739 168 1698 1512 327 14015 14106 2758 60 1023 22235 3954 5537 7810 2093 1414 3565 335 163 221197 42474 1470 2032 2878 16019 14530 21381 64 317 2019
internal_value=0 -0.00783274 -0.0713815 -0.000956162 0.0171901 0.0921467 -0.0130911 -0.0144347 0.012968 -0.0099542 -0.00605202 -0.0548439 0.153113 0.00204343 0.0254978 0.0904098 -0.000208971 0.187884 -0.0455484 -0.124103 0.0105023 -0.284215 -0.0418155 -0.0218568 -0.024303 0.000967958 0.0188446 0.040054 0.215682 -0.0262131 0.00143715 0.0217695 -0.000612501 -0.0240281 0.00416206 -0.0766345 -0.0588845 -0.0265467 0.135414 0.00205719 0.0124991 -0.0601632 -0.141844 -0.0778022 0.0214442 0.00341402 0.0217752 0.0526634 0.0501535 -0.103995
internal_weight=0 119885 11706 108179 46106 8203 3009 62073 2868 59326 57352 10862 5194 459536 40264 8160 419272 2437 14689 3127 37583 844 10132 8434 11562 37903 22865 16864 2833 15038 404583 37050 367533 37615 24491 13124 11710 8145 2256 329918 108721 11917 6380 4348 96804 54330 39800 23781 23717 2336
internal_count=579421 119885 11706 108179 46106 8203 3009 62073 2868 59326 57352 10862 5194 459536 40264 8160 419272 2437 14689 3127 37583 844 10132 8434 11562 37903 22865 16864 2833 15038 404583 37050 367533 37615 24491 13124 11710 8145 2256 329918 108721 11917 6380 4348 96804 54330 39800 23781 23717 2336
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=51
num_cat=0
split_feature=13 9 9 13 14 14 1 0 14 4 7 8 9 10 9 0 0 5 6 9 4 4 0 2 13 7 8 0 14 1 8 8 6 4 6 13 0 0 14 0 5 14 9 14 10 0 0 5 10 6
split_gain=965.15 5072.31 3841.51 3056.99 7007.31 7357.99 5461.46 7961.23 4752.12 4493.24 6115.88 3883.02 6577.11 4452.98 10770.3 5399.84 4138.81 4120.9 5197.32 4050.01 4993.25 3922.82 3536.2 3028.07 4069.21 4743.52 3853.99 3036.45 5871.54 5234.5 4251.01 5517.47 4828.44 3899.86 3420.91 3189.42 4632.34 7826.84 4960.42 3915.97 2987.86 3027.3 2969.08 2859.05 7566.61 2847.03 2786.61 4490.99 3772.53 5271.89
threshold=0.077935222672064791 1.5000000000000002 6.5000000000000009 0.080540540540540564 0.50609756097560987 0.44590643274853808 3035.3728750000005 1011.41585003207 0.15894736842105264 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 0.71651785714285732 1.5000000000000002 935.44215503206999 708.37178419873669 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 4.5000000000000009 921.51646003207009 3.5000000000000004 0.059714795008912663 1.5000000000000002 1.5000000000000002 869.95145253207011 0.059714795008912663 2258.0617350000007 3.5000000000000004 1.5000000000000002 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 0.072299651567944254 945.96035253207003 960.44235003207029 0.19139194139194141 993.19139336540354 6.5000000000000009 0.15894736842105264 2.5000000000000004 0.96225071225071235 0.40270270270270275 840.46259753207016 600.3071283654034 1.5000000000000002 0.46247654784240161 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 43 4 5 6 11 -8 -9 42 -11 13 16 19 15 -15 -13 18 -18 -2 21 -21 -7 27 25 -25 -27 28 29 -1 31 32 33 34 -31 -29 38 -38 -37 -39 41 -19 -6 46 -45 -42 47 -3 49 -49
right_child=3 2 -4 -5 9 22 7 8 -10 10 -12 12 -14 14 -16 -17 17 40 -20 20 -22 -23 -24 24 -26 26 -28 35 -30 30 -32 -33 -34 -35 -36 36 37 39 -40 -41 45 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=-0.11026509632380024 -0.2383057402074337 -0.035475981445273808 -1.1543114487330119 0.0016892654602796969 -0.27481663682244045 -2.137643047883397 2.1584910786920979 -0.62991811996325853 1.2792949047955602 2.6452159075509933 0.75763820799741344 0.90089957698327583 -1.0502675178376111 1.277835143407186 2.0797713644447784 -0.33644290928965187 0.33262627294250563 1.4559257998610988 -0.50193648111048361 0.30122760028550122 0.072943740001201268 1.8106672124730219 -0.37741904711723329 -1.9140369035579541 0.59707924900231546 0.6379591069817544 -0.93734879391949366 0.057419022630145047 0.0068646411487525427 -0.72300342891527258 -1.9989174463532189 0.082831495077837089 0.24955585813522341 -0.2257186550026139 -2.2279390855268999 -1.518252816438675 1.8215360232761928 -1.1105290154616039 -0.024200971871614459 -0.044512134171216883 -1.0338567753632864 0.27987301010351912 1.1229256561824255 -0.17831329381465913 1.8305478127797448 0.1584323211149736 -0.030514751525405795 -0.0023404923276594647 0.20836808159468079 0.53883317619055038
leaf_weight=593 200 5976 30 448662 55 21 31 32 22 21 94 47 66 30 42 67 102 33 278 33 162 36 25 27 27 25 41 18160 28706 23 22 84 25 24 44 50 21 39 40 296 24 65 21 50 30 121 69672 3128 1807 191
leaf_count=593 200 5976 30 448662 55 21 31 32 22 21 94 47 66 30 42 67 102 33 278 33 162 36 25 27 27 25 41 18160 28706 23 22 84 25 24 44 50 21 39 40 296 24 65 21 50 30 121 69672 3128 1807 191
internal_value=0 -0.00762134 -0.0229284 0.00218559 0.138969 0.0633317 0.104481 0.88118 0.147909 0.708032 1.10233 0.0539305 -0.0978136 0.249867 0.742042 0.162818 -0.00398976 -0.0722559 -0.277922 0.0911375 0.37637 1.08876 -1.181 0.0180403 -0.483668 -0.797434 -0.340641 0.0192912 -0.000649907 -0.265328 -0.679527 -0.534395 -0.981351 -1.31951 -1.71132 0.0509306 -0.213262 -0.051219 -0.85423 -0.168616 0.249362 0.675891 0.111402 -0.0225086 0.57501 -0.0389121 -0.0231004 0.0234294 0.0921025 0.0288027
internal_weight=0 129131 80884 450290 1628 1437 1391 85 54 191 115 1306 736 570 139 97 670 623 380 431 231 69 46 48247 120 93 66 48127 29521 815 222 200 116 91 67 18606 446 356 90 335 243 98 76 80854 80 145 80774 11102 5126 3319
internal_count=579421 129131 80884 450290 1628 1437 1391 85 54 191 115 1306 736 570 139 97 670 623 380 431 231 69 46 48247 120 93 66 48127 29521 815 222 200 116 91 67 18606 446 356 90 335 243 98 76 80854 80 145 80774 11102 5126 3319
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=51
num_cat=0
split_feature=3 0 13 8 7 7 14 4 0 1 0 3 14 14 10 13 13 13 0 14 13 13 0 13 0 13 0 1 13 10 0 5 1 10 14 6 5 13 3 0 13 9 8 5 1 10 1 10 3 4
split_gain=1013.45 2784.45 3106.68 3595.01 6686.59 3208 2952.18 2766.47 5699.4 5288.5 2970.6 2907.96 2971.94 4529.44 4350.32 7045.53 5663.65 5127.8 5124.96 4216.22 3795.58 3675.07 4587.43 3342.28 3278.69 3273.49 3245.35 3018.42 5390.35 2980.84 6881.62 5614.46 4553.77 4147.11 3134.54 3687.34 2639.63 2606.42 2571.44 5339.92 5036.98 3463.74 3277.22 3332.97 3957.39 2711.91 2511.08 4360.47 5573.31 2790.23
threshold=26.500000000000004 702.37839753207015 0.88348416289592768 3.5000000000000004 3.5000000000000004 3.5000000000000004 0.29864864864864871 9.5000000000000018 637.80054503207009 2562.2606300000002 1261.1435850320706 22.500000000000004 0.36939571150097467 0.42206477732793529 0.267948717948718 0.12660256410256412 0.28708791208791212 0.19139194139194141 902.44223919873673 0.084523809523809543 0.15894736842105264 0.22792207792207794 1030.5273950320702 0.42206477732793529 878.39572336540346 0.084523809523809543 722.35747503207006 2796.3567100000005 0.074537037037037054 0.04083333333333334 971.95500003207007 2.5000000000000004 2889.3091150000005 0.11834733893557424 0.039230769230769243 1.5000000000000002 5.5000000000000009 0.32200460829493094 22.500000000000004 1127.0524375320704 0.45584415584415588 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2504.0887350000007 0.50609756097560987 2818.4131550000006 0.03509852216748769 27.500000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 6 -2 10 37 38 -1 -11 19 21 15 24 17 -17 -16 26 27 22 25 -18 -15 -14 -13 -20 -29 30 31 32 -28 -31 35 -35 -21 -9 -10 40 42 -41 -40 44 -44 -42 47 -3 49 -49
right_child=1 46 -4 4 -6 -7 -8 8 9 11 -12 12 13 14 18 16 23 -19 20 36 -22 -23 -24 -25 -26 -27 29 28 -30 33 -32 -33 -34 34 -36 -37 -38 -39 39 41 45 -43 43 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.00071248818575367259 1.071700612396002 -0.15145943453903948 -0.88568893207953525 -1.4245713915824891 0.29827320095969412 -0.21497654490291127 -0.13607637899763445 -1.7538126443823179 0.18195351564190432 -0.34694308089455816 -0.055860175261267159 -0.77311023632685349 0.85164957523345963 0.6066416193018942 -0.64312502938460137 0.56082310030857729 -0.65396139516454677 2.4699481082094068 -0.048369871274284694 -0.091823214746083182 -0.17590043794386734 0.25567665182054045 -0.00062728673219680786 0.89784592662538809 -0.61884238484208698 2.5533484261769517 -0.23716981143786989 -0.16719603419303897 1.6793440730072733 -1.252971489940371 -0.038371095992624761 2.2743000718680295 1.5853870827418108 1.8119887267549832 0.046493056716139708 -0.026505411565303807 -0.95981530398130421 -0.20810346424579623 2.4769558128985492 -0.23078042664656451 1.0296835998694103 0.71229014181428496 1.5161831485188526 2.0851687669754031 -0.33886680815206921 -0.4624724844406391 0.010567808485085818 0.25073118193614485 -0.012570674406653421 0.88432398440431137
leaf_weight=527246 50 556 65 50 41 126 34 24 973 205 9952 30 20 34 122 24 23 34 46 1308 162 80 20 35 61 26 29 25 43 21 80 33 26 24 206 20 36 20 22 102 21 63 23 22 23 29 34559 1452 1122 73
leaf_count=527246 50 556 65 50 41 126 34 24 973 205 9952 30 20 34 122 24 23 34 46 1308 162 80 20 35 61 26 29 25 43 21 80 33 26 24 206 20 36 20 22 102 21 63 23 22 23 29 34559 1452 1122 73
internal_value=0 0.0157579 -0.258737 -0.123349 -0.648345 0.104149 0.582838 -0.00110997 0.0807717 0.0930669 -0.00173414 0.0155001 0.0444334 0.211138 0.0912113 0.458284 0.98122 1.67997 -0.103393 -0.0249886 0.135185 0.711381 1.26375 0.282474 -0.180248 1.81348 0.233164 0.577253 1.00047 0.30193 0.632883 1.24311 0.624403 0.0967631 0.210141 0.97631 -0.115073 -1.05122 0.261371 0.514726 0.968976 0.129301 1.41606 1.07282 0.588658 0.164233 0.0184184 0.103123 0.156597 0.281061
internal_weight=0 38128 366 301 91 210 84 541293 4095 4051 537198 2773 2568 755 609 211 116 58 398 1813 276 146 66 58 95 46 469 114 68 439 168 88 55 271 250 44 1344 44 1278 305 140 165 90 68 46 50 37762 3203 2647 1525
internal_count=579421 38128 366 301 91 210 84 541293 4095 4051 537198 2773 2568 755 609 211 116 58 398 1813 276 146 66 58 95 46 469 114 68 439 168 88 55 271 250 44 1344 44 1278 305 140 165 90 68 46 50 37762 3203 2647 1525
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=51
num_cat=0
split_feature=8 4 9 11 0 5 0 14 4 1 14 0 1 1 7 5 1 0 0 6 13 12 13 10 0 0 4 10 14 10 14 13 0 0 9 9 4 3 0 13 4 10 11 11 14 6 10 7 0 3
split_gain=928.457 1388.07 1345.62 5090.14 6295 3172.42 2690.2 2185.47 2032.5 1442.06 3151.51 4794.41 5260.82 5009.26 3477.42 2876.02 2766.11 4868.58 7421.89 5763.55 5338.05 6159.46 7651.09 6838.69 5573.05 4307.94 4160.11 6212.82 5369.16 4920.7 3515.53 4349.14 3366.62 3358.03 3138.22 3032.36 2853.11 2955.57 7748.18 2729.72 4879.57 2776.93 2713.12 3205.49 4045.44 2698.94 2590.82 2426.52 4326.91 2245.44
threshold=1.0000000180025095e-35 15.500000000000002 5.5000000000000009 1.0000000180025095e-35 823.07804336540346 1.5000000000000002 971.95500003207007 0.15504807692307696 6.5000000000000009 2889.3091150000005 1.0000000180025095e-35 1025.5466150320701 3475.2235900000005 3247.4275200000006 2.5000000000000004 1.5000000000000002 2716.2336750000004 702.37839753207015 698.35489753207014 2.5000000000000004 0.267479674796748 1.5000000000000002 0.35805860805860812 0.95916666666666683 915.06066003207002 935.44215503206999 8.5000000000000018 0.10620300751879701 0.12632978723404256 0.3816526610644258 0.22361111111111112 0.11834733893557424 686.82517503207021 718.36878003207005 3.5000000000000004 2.5000000000000004 9.5000000000000018 23.500000000000004 867.39038253207002 0.15075757575757578 7.5000000000000009 0.15894736842105264 0.080540540540540564 0.042572463768115944 0.036375661375661381 1.5000000000000002 0.79361054766734285 3.5000000000000004 902.44223919873673 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 5 -5 7 -6 -4 -7 16 11 12 13 14 15 -11 36 18 19 30 33 23 26 25 -24 35 27 -23 45 -30 -18 -32 -21 39 -20 -22 -1 -38 -39 40 -19 -42 43 44 -35 -29 -31 48 -40 -46
right_child=1 -3 3 4 6 8 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 20 34 32 21 22 24 -25 -26 -27 -28 28 29 46 31 -33 -34 42 -36 -37 37 38 47 -41 41 -43 -44 -45 49 -47 -48 -49 -50 -51
leaf_value=0.0053365708844549031 -0.0028752362795975532 0.64570922129081953 0.59252116465568549 -0.78836447504850538 1.9554841323332355 -0.66938775503957604 0.37312322344098775 -0.58324919654879459 -1.8365751848220826 -0.27289199247592832 0.038951115393586866 -0.15489822297885614 1.7416031162481052 -0.72284167812716582 1.4531899037884504 0.87892736892985257 -0.14138899768891863 0.046623022830137965 -1.9249845837801693 1.6202621776124706 2.8822997550666334 -0.16673400508907607 0.56833800337006968 -0.45863748873983118 -0.49656995059568676 0.42809780749582482 -0.15523532572630291 1.0864578684171042 2.7218354092703927 0.23398970799012619 -1.8145283216939252 -0.37580903058702297 0.079597404035362043 1.1889555485174061 -0.61824803742415768 1.2926565845807394 0.12214287515240213 2.279504297176997 1.6925975246862934 -0.25504421027320806 1.9740903232778824 0.43129224330186844 0.075158637191564917 -1.3231463810359991 -0.76757388786449066 -0.46588483589390917 1.6730984545987226 -0.56283899408120375 -0.12919755410403014 -0.20966689849397852
leaf_weight=183742 387210 33 25 26 22 37 21 43 25 41 4445 111 37 31 41 46 160 77 40 23 20 53 62 28 237 31 74 21 27 22 34 55 37 20 34 30 548 24 22 66 28 20 334 27 77 24 29 26 32 1143
leaf_count=183742 387210 33 25 26 22 37 21 43 25 41 4445 111 37 31 41 46 160 77 40 23 20 53 62 28 237 31 74 21 27 22 34 55 37 20 34 30 548 24 22 66 28 20 334 27 77 24 29 26 32 1143
internal_value=0 -0.00281997 0.00568229 -0.254219 0.439982 -0.62268 1.1827 -0.150981 -1.14003 0.0059517 0.0603531 0.370229 0.667623 0.417703 0.693929 0.336116 0.00457094 -0.0934911 -0.425051 -0.209626 -0.0416595 0.201933 0.065605 0.888577 -0.275753 1.35428 0.473869 0.738379 1.12839 1.63022 -0.421629 -0.925432 0.670186 -0.131104 -1.32459 1.92851 0.00607755 0.214895 0.703626 0.265222 0.539923 1.33126 -0.178386 -0.245224 -0.221753 0.258542 1.05231 0.230863 0.613015 -0.244879
internal_weight=0 387243 192178 199 69 130 43 68 62 191979 4752 307 196 159 128 87 187227 2833 383 309 2450 658 549 109 299 81 250 176 123 78 249 89 60 1792 74 50 184394 652 104 191 125 48 1601 1267 1240 45 51 80 54 1220
internal_count=579421 387243 192178 199 69 130 43 68 62 191979 4752 307 196 159 128 87 187227 2833 383 309 2450 658 549 109 299 81 250 176 123 78 249 89 60 1792 74 50 184394 652 104 191 125 48 1601 1267 1240 45 51 80 54 1220
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=51
num_cat=0
split_feature=7 3 1 3 0 1 8 1 5 8 6 14 0 13 10 6 10 9 10 0 12 10 0 0 14 4 4 1 5 1 0 7 10 12 0 10 7 6 4 9 10 4 8 10 1 13 7 13 4 1
split_gain=901.087 1327.08 2473.41 3626.62 2920.82 3299.53 3090.35 2882.29 3372.58 7754.21 6735.04 6781.74 6192.22 5508.4 9220.96 8749.74 5904.05 6375.33 9159.33 5898.02 5123.24 13309.8 9419.01 6389.05 6370.12 5103.88 4791.6 4740.43 8598.63 7197.41 5684.94 7038.74 5227.06 4646.03 4607.39 8345.39 6375.6 4983.53 4720.07 7404.32 5792.6 7532.95 5717.6 10138.4 6385.96 5508.43 5033.28 5681.19 4979.45 4512.64
threshold=1.5000000000000002 17.500000000000004 2092.9460250000006 21.500000000000004 1144.5916150320702 2518.2469050000004 2.5000000000000004 2339.2687100000007 5.5000000000000009 4.5000000000000009 1.5000000000000002 0.12060606060606062 911.92921503207015 1.0000000180025095e-35 0.084523809523809543 3.5000000000000004 0.35805860805860812 1.5000000000000002 0.90121951219512209 782.40568753207003 3.5000000000000004 0.76253132832080206 893.04870836540351 1304.6278725320703 0.87689393939393956 7.5000000000000009 9.5000000000000018 3069.4597500000004 6.5000000000000009 3247.4275200000006 975.99820503207002 2.5000000000000004 0.29520697167755999 3.5000000000000004 797.48407503207011 0.35388994307400384 5.5000000000000009 4.5000000000000009 4.5000000000000009 3.5000000000000004 0.17752100840336138 3.5000000000000004 4.5000000000000009 0.21132376395534294 3148.0373600000007 0.16064516129032261 2.5000000000000004 0.21132376395534294 7.5000000000000009 2889.3091150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -5 9 -9 11 12 -11 14 15 33 19 -18 20 -16 21 22 -19 24 25 -24 27 -21 29 -29 31 -30 -32 -10 35 36 37 38 40 42 -15 -42 44 45 -40 -44 47 -41 -48 -22
right_child=1 2 3 7 5 -7 -8 8 13 10 -12 -13 -14 34 16 -17 17 18 -20 26 49 -23 23 -25 -26 -27 -28 28 30 -31 32 -33 -34 -35 -36 -37 -38 -39 39 46 41 -43 43 -45 -46 -47 48 -49 -50 -51
leaf_value=0.0023965675276649647 -0.018790886706273647 0.030123974996439221 -0.015601615583341728 0.070085263404784215 -0.15739064364997132 -1.3637025439220927 -0.13182035628125424 0.018977048020171128 2.0419348647961253 1.2297958220754353 0.021476266616765334 -1.0892382271539398 -0.83795203129450491 -0.24499469713798261 0.58527423454002603 -0.38456969310839972 -0.087463453819108167 0.11337929074315056 2.0539164905436338 -0.11771352384929304 0.55952500567092744 -1.0186578091822172 0.79875346262787672 -0.03323075771331787 3.5189769728481775 2.4666594088077547 0.9253078622817994 -0.842818820476532 -0.98947138249874111 -3.493487975597382 -1.34535538302341 1.5058402902804888 0.48487286061048512 0.71760792103078641 -0.036510734602739528 -0.47310526822199367 0.70350359956037656 0.43501009576174676 0.43832499128353747 0.65623993752366416 -0.23945440478781435 -2.0114848477499829 -1.8432897803187371 1.2397136502795751 -1.1244832813739778 -0.26174711585044863 -0.52120849713683126 -0.68479820945683656 -1.9114645699137136 -0.21202354423596331
leaf_weight=423144 56172 21893 14350 5968 1601 23 2722 36083 52 28 196 173 30 283 71 39 464 69 32 162 118 38 43 20 20 32 25 21 20 20 71 26 20 54 13280 716 103 147 395 59 47 49 40 27 28 49 80 68 38 212
leaf_count=423144 56172 21893 14350 5968 1601 23 2722 36083 52 28 196 173 30 283 71 39 464 69 32 162 118 38 43 20 20 32 25 21 20 20 71 26 20 54 13280 716 103 147 395 59 47 49 40 27 28 49 80 68 38 212
internal_value=0 -0.00648907 0.000413851 -0.00790257 -0.0463225 -0.174475 -0.0341318 0.00416644 -0.0031803 0.0139637 -0.409679 -0.775509 0.160271 -0.0399175 0.134958 0.896091 0.060589 0.189242 0.409091 -0.248651 0.313738 0.685174 1.03705 1.59126 1.93325 1.51039 -0.410866 -0.509114 -0.865333 -2.13583 -0.485112 0.420922 -0.943107 1.36728 -0.0584049 -0.194974 -0.0540381 -0.113601 -0.182943 -0.0428731 -0.472693 -1.14393 0.164319 -0.457629 0.334877 -0.972553 -0.498696 -0.0617962 -0.968918 0.0638635
internal_weight=0 156277 100105 78212 18696 1624 17072 59516 53548 36510 427 231 58 17038 1629 145 1484 1048 584 436 552 222 184 115 95 75 365 340 178 41 137 46 91 106 15409 2129 1413 1310 1163 784 379 96 539 116 423 89 245 127 118 330
internal_count=579421 156277 100105 78212 18696 1624 17072 59516 53548 36510 427 231 58 17038 1629 145 1484 1048 584 436 552 222 184 115 95 75 365 340 178 41 137 46 91 106 15409 2129 1413 1310 1163 784 379 96 539 116 423 89 245 127 118 330
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=51
num_cat=0
split_feature=3 1 12 1 0 1 13 4 1 0 10 3 1 10 10 1 2 5 13 11 6 4 4 10 2 13 12 2 7 1 10 14 1 2 13 13 0 4 0 7 3 6 10 11 10 5 11 0 10 5
split_gain=904.493 7529.77 2426.52 2267.09 2118.95 3738.11 2433.01 1982.69 3243.22 2268.35 1909.48 2613.29 7681.83 3632.12 3067.16 2792.85 2775.55 2016.42 1707.21 2727.41 3048.09 3701.77 3452.29 6596.16 3718.36 4162.76 4996.45 3855.04 3549.08 4593.73 4248.7 4664.49 3127.23 3126.26 3093.08 4064.9 4729.86 3460.64 3616.67 3067.38 3031.67 3023.15 3003.86 2905.95 2792.39 2784 2714.56 2377.99 3624.42 5088.28
threshold=10.500000000000002 1252.60679 1.5000000000000002 1319.6255250000002 414.71305928207005 1525.7882200000001 0.18065268065268067 1.5000000000000002 1025.6071500000003 414.71305928207005 0.89528508771929838 9.5000000000000018 1120.5837400000003 0.88762626262626265 0.29520697167755999 1183.625405 2.5000000000000004 1.5000000000000002 0.68857758620689669 0.17519181585677754 3.5000000000000004 11.500000000000002 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.70135135135135152 1.5000000000000002 2.5000000000000004 2.5000000000000004 2970.4994950000005 0.89528508771929838 0.21525096525096529 2735.3542650000009 2.5000000000000004 0.77346041055718484 0.70710784313725505 702.37839753207015 6.5000000000000009 744.41782253207009 1.5000000000000002 31.500000000000004 6.5000000000000009 0.95060975609756104 0.86515151515151534 0.967204301075269 5.5000000000000009 0.037749287749287756 726.36952003207 0.37668918918918926 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -2 8 9 -1 11 12 16 15 -13 -14 -9 -12 -6 20 21 -20 24 -24 25 33 44 -28 30 32 47 -32 -30 -22 35 -26 -37 38 -36 -23 41 -40 -29 -21 46 -39 -27 -25 -49 -50
right_child=4 2 -4 -5 18 -7 -8 10 -10 -11 17 14 13 -15 -16 -17 -18 -19 19 43 22 39 23 28 34 26 27 42 29 -31 31 -33 -34 -35 37 36 -38 45 40 -41 -42 -43 -44 -45 -46 -47 -48 48 49 -51
leaf_value=-0.47413870453072698 1.2877666592597963 -0.14217044931733588 -0.061357368922321923 -0.37189548027936664 -0.00093371660936717815 -0.40402267757012994 0.32587922356078325 0.01844347148858105 0.0040676620990084209 -0.10501735654922005 0.0045396768586275201 0.0076283407491113207 -0.11597513624439289 -0.0083513486812509304 0.10634223711819002 -0.32002096826455367 0.53099015829557528 -0.070893580098169304 0.027926053185058336 -0.12029436031230234 -0.078374470211565503 -0.29108937263488771 -1.9981004536151887 0.19734846419758267 -0.36694372784007684 -0.043766515366125469 0.049189618203875629 -0.56016326697840213 0.31544222934492705 -0.23682684340897731 1.0416843114580427 -0.3299842572562835 1.9408554327487946 1.2206521681763911 0.15698695598590762 0.32641989116010994 2.1325128888261733 0.18175189937864034 -2.0286352231389002 1.1742321587800981 0.03302490208297968 -0.31073802709579468 -1.5974267823355539 0.014470880315870347 0.75758696940056114 1.4830940031236217 -0.86210136624371136 -0.41665291657543507 -0.033585199713706972 -1.8284328150562943
leaf_weight=176 30 2101 3398 540 429842 66 213 32292 4849 3079 8386 6826 2733 2447 5841 889 106 6137 57880 2897 32 20 22 27 22 3579 86 138 29 85 35 85 20 44 341 29 29 35 21 50 40 20 35 3574 43 31 41 102 22 56
leaf_count=176 30 2101 3398 540 429842 66 213 32292 4849 3079 8386 6826 2733 2447 5841 889 106 6137 57880 2897 32 20 22 27 22 3579 86 138 29 85 35 85 20 44 341 29 29 35 21 50 40 20 35 3574 43 31 41 102 22 56
internal_value=0 -0.00988609 -0.117241 -0.189142 0.00157902 0.263365 0.444631 -0.0010967 -0.0477632 -0.124976 0.00466331 0.0137518 0.000779034 -0.102471 0.0531472 -0.166057 0.0201204 -0.0273362 0.00141701 0.015962 0.0223123 0.028805 -0.0522074 -0.306448 -0.0253134 -0.0593276 -0.073532 -0.498001 -0.225719 0.207721 -0.403336 0.0700857 0.978876 0.673694 0.214104 0.790454 1.22947 0.11962 0.0143067 0.755569 -0.586359 -1.19064 -0.770014 -0.0458621 -0.043519 0.792988 -0.0530349 -0.677784 -0.809054 -1.32219
internal_weight=0 79800 6039 2641 499621 309 243 73761 8104 3255 65657 51134 38467 6069 12667 3622 32398 14523 499312 69470 62999 57950 5049 483 4566 3998 3922 259 461 134 327 120 49 76 568 80 58 488 422 70 81 41 173 6471 3663 66 3620 207 180 78
internal_count=579421 79800 6039 2641 499621 309 243 73761 8104 3255 65657 51134 38467 6069 12667 3622 32398 14523 499312 69470 62999 57950 5049 483 4566 3998 3922 259 461 134 327 120 49 76 568 80 58 488 422 70 81 41 173 6471 3663 66 3620 207 180 78
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=51
num_cat=0
split_feature=7 12 0 10 0 12 14 6 0 0 1 12 3 2 3 11 11 6 13 13 13 14 3 3 4 5 3 6 1 13 13 0 1 5 7 0 3 13 12 7 0 0 13 0 0 7 6 5 13 0
split_gain=926.905 1706.88 12669.7 2836.68 4008.63 2102.2 5157.95 4769.65 4418.16 7965.38 6048.05 4457.79 5813.24 4111.64 3639.52 3478.32 7466.23 3504.52 2997.22 2506.05 2485.33 4503 2135.84 1856.34 5457.11 6709.43 9285.34 6242.56 5908.61 5100.1 9649.16 6833.44 9386.23 15744.1 5626.79 7314.49 12362.1 6379.04 6056.53 4702.94 4496.9 3959.83 12565.7 6566.86 10770.7 8152.06 6986.13 6710.92 5203.16 9181.05
threshold=2.5000000000000004 13.500000000000002 984.47344919873672 0.17445652173913045 1118.5409650320703 9.5000000000000018 0.15894736842105264 1.5000000000000002 1051.9390100320704 887.39409003207015 3069.4597500000004 10.500000000000002 33.500000000000007 2.5000000000000004 24.500000000000004 0.096006144393241177 0.56594202898550738 1.5000000000000002 0.072299651567944254 0.050641025641025648 0.084523809523809543 0.059714795008912663 36.500000000000007 30.500000000000004 7.5000000000000009 9.5000000000000018 31.500000000000004 2.5000000000000004 2889.3091150000005 0.41042780748663105 0.43614130434782611 1127.0524375320704 3990.9076300000002 5.5000000000000009 6.5000000000000009 1075.5508225320702 31.500000000000004 0.68496240601503777 1.5000000000000002 5.5000000000000009 1002.03221753207 911.92921503207015 0.084523809523809543 875.42535503207012 848.40826753207011 4.5000000000000009 2.5000000000000004 6.5000000000000009 0.12660256410256412 956.7117450320701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 23 8 13 9 10 14 20 -13 -8 -7 17 -17 19 -15 -10 21 -11 -9 -2 25 29 27 -27 -28 31 -31 32 41 -34 35 36 38 -38 -32 -33 -29 42 -25 44 47 -45 -46 -44 -43 -50
right_child=1 2 3 4 -6 6 7 22 15 11 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 28 40 -30 30 34 39 33 -35 -36 -37 37 -39 -40 -41 -42 48 43 45 46 -47 -48 -49 49 -51
leaf_value=0.0014415144598819358 -0.01547574574592662 2.4591600397358775 -0.89906820164007295 1.3012870152791343 -0.6768900835514069 0.2460930859601056 -0.32788172006607058 -0.98457200527191169 -0.22724691009105641 -0.13615243023839491 1.4398388250420491 -0.89104857820051697 -3.0300287157297134 0.75907957479357724 -1.5337182235717775 2.1661076712608338 -0.36364044778581178 0.11870349851392566 2.3196046007750559 -1.3342161186230488 0.23216428103901091 -1.8697440129854987 0.3600906150681632 1.0315798088163139 -0.041650803111629685 0.12458283613648331 -1.0740003741499204 2.5231685854770518 -0.096191416516076378 2.5141743268966676 -1.012227378927526 0.68228528283473122 -3.2358822223932848 0.062934366250649479 -0.091759376160733333 0.069317857593297963 1.2995386336160744 3.5857953085349159 1.1872675080453197 0.0041845400248550707 0.54479442328214656 -0.34829139991803737 0.91273988170119447 1.7269068584673937 -0.52263983969505012 -0.52598316176184301 -2.8638839453458789 -0.65174677433638739 1.6866009806975342 -0.00091793153394934945
leaf_weight=512809 59766 23 34 21 20 27 20 27 43 29 24 27 24 32 20 20 28 105 20 39 21 31 21 160 3449 57 67 27 796 25 21 353 23 39 111 75 23 26 31 144 20 292 52 36 26 29 25 58 39 186
leaf_count=512809 59766 23 34 21 20 27 20 27 43 29 24 27 24 32 20 20 28 105 20 39 21 31 21 160 3449 57 67 27 796 25 21 353 23 39 111 75 23 26 31 144 20 292 52 36 26 29 25 58 39 186
internal_value=0 -0.0110974 0.405935 -0.223721 0.336323 -0.0117119 -0.204993 0.375862 -0.364132 -0.705851 0.148257 -1.16526 -1.89763 0.890625 -0.511273 -0.0689445 0.690421 -0.263862 1.35928 -0.753732 -0.704136 -1.03184 -0.396282 -0.0100767 0.0420527 0.147377 -0.0645333 0.828103 -0.172105 0.262888 0.629925 0.18456 0.0294074 -1.16082 0.465791 0.817429 1.37296 2.51265 0.29901 0.485813 1.68131 0.111128 0.35348 -0.12659 -0.469097 0.721771 -1.67031 0.0878287 -0.0698151 0.291585
internal_weight=0 66612 98 75 41 66514 558 120 438 203 71 132 51 72 47 235 48 187 52 82 81 60 48 65956 6190 2741 967 104 863 1774 312 1462 965 62 287 176 101 49 52 497 47 903 386 226 161 65 51 110 517 225
internal_count=579421 66612 98 75 41 66514 558 120 438 203 71 132 51 72 47 235 48 187 52 82 81 60 48 65956 6190 2741 967 104 863 1774 312 1462 965 62 287 176 101 49 52 497 47 903 386 226 161 65 51 110 517 225
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=51
num_cat=0
split_feature=3 0 1 4 4 0 9 5 0 1 5 0 10 4 14 0 6 0 10 5 8 11 14 11 9 10 8 0 7 14 4 5 6 10 9 13 8 0 10 14 5 0 4 14 10 10 6 10 1 7
split_gain=940.285 5445.66 3698.97 3544.29 3430.15 3944.35 2513.92 2810 2482.37 2373.25 4495.71 3506.5 6339.07 8165.91 5281.52 2412.26 2334.9 3104.66 2489.59 2321.6 3243.04 2477.28 2318.35 2453.67 2301.85 2067.59 2058.33 1994.7 3939.02 2539.71 3373.2 3293.25 3090.5 2531.42 2307.19 2258.04 1939.46 1913.45 2335.97 2745.12 2226.74 2145.08 2358.18 2037.27 1920.32 1943.6 1894.9 1886.81 2706.81 2337.51
threshold=19.500000000000004 1082.0615325320703 1737.8836200000003 6.5000000000000009 7.5000000000000009 635.82072753207001 1.5000000000000002 3.5000000000000004 545.27333086540352 2092.9460250000006 4.5000000000000009 677.01583003207008 0.04819976771196284 2.5000000000000004 0.28062500000000007 1015.5416250320701 1.5000000000000002 612.31222503207016 0.27386363636363642 7.5000000000000009 4.5000000000000009 0.26138716356107666 0.19292803970223329 0.096006144393241177 3.5000000000000004 0.38548951048951058 1.5000000000000002 671.35051753207006 2.5000000000000004 0.6478537360890303 3.5000000000000004 2.5000000000000004 1.5000000000000002 0.80277777777777792 1.5000000000000002 0.29864864864864871 1.5000000000000002 732.35004669873672 0.15504807692307696 0.3133928571428572 10.500000000000002 635.82072753207001 1.5000000000000002 0.43614130434782611 0.3133928571428572 0.93218390804597717 1.5000000000000002 0.39339826839826847 1694.8644700000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 46 6 19 16 7 -3 -4 10 27 12 13 14 -12 -13 47 18 -18 -1 21 37 -15 -24 -7 -8 -5 28 -10 30 31 -30 -31 -34 -32 -36 -26 38 43 -40 44 42 -41 -21 -39 -46 -2 49 -49 -6
right_child=2 3 8 26 5 24 25 -9 9 -11 11 15 -14 22 -16 -17 17 -19 -20 20 -22 -23 23 -25 36 -27 -28 -29 29 32 34 -33 33 -35 35 -37 -38 40 39 41 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-0.0028610941021816444 -0.30285388390223189 0.12007318924714012 -0.27860247371059627 -0.14533550356218528 0.26144470640468181 0.036080795814798221 -0.030702766606181459 -0.2760474563607474 1.7356740991274517 0.0048209768634745569 -1.365422855615616 -0.097482034243063523 0.075734267282660001 2.3653321892023089 0.73249680509169901 0.07361275944357365 -0.3498191195907015 1.3535992801189423 0.78844150703238414 0.46062090778350834 -0.025409377964322567 -0.14780288313151055 1.9738750035408885 0.4878400812149048 0.286987277619979 -0.22304265082446664 -0.37507997454662267 0.13865136526517674 1.582645145329562 1.2121600241281769 0.2643002739122936 0.10020795239413038 -0.28830843478441243 1.0675270063536508 -1.5865220326752891 -0.24351774588707956 1.3404325886206194 -0.44507106234337768 0.860177504764982 0.37782718407420013 1.2105409485101699 0.56611515440279614 -0.54585347342289103 1.7133981972380921 0.60586103237163957 0.080274173280926731 -1.2656998903520646 0.77797910598821429 -0.078994920295338306 1.0441676047941051
leaf_weight=404095 60 1251 304 1616 186 6706 1480 209 21 152713 20 2371 685 24 30 1263 33 45 46 25 888 138 20 25 85 898 514 2242 22 55 35 47 40 21 21 31 22 51 83 52 20 80 59 27 93 289 31 43 258 48
leaf_count=404095 60 1251 304 1616 186 6706 1480 209 21 152713 20 2371 685 24 30 1263 33 45 46 25 888 138 20 25 85 898 514 2242 22 55 35 47 40 21 21 31 22 51 83 52 20 80 59 27 93 289 31 43 258 48
internal_value=0 -0.00248897 0.00651998 -0.0973304 -0.00111971 0.0660196 -0.0399205 0.0633682 0.00688251 0.00742599 0.0644775 0.003792 0.192769 0.866453 -0.106671 -0.0380179 0.299632 0.690615 0.312966 -0.00235564 0.110803 0.242707 1.57162 1.1483 0.0434231 -0.103336 -0.200776 0.170719 0.416096 0.314217 0.0507209 0.572869 0.668574 0.178455 -0.363397 -0.785885 0.503584 0.311886 0.496635 0.38002 0.178933 0.171366 -0.113138 1.1111 0.131283 0.208231 -0.630856 0.209012 0.0434299 0.422003
internal_weight=0 419340 160081 5968 413372 7472 3838 1460 159990 159686 6973 4438 804 119 50 3634 659 124 79 405900 1805 917 69 45 6813 2378 2130 2535 293 272 156 69 116 61 87 52 107 779 326 274 453 191 111 52 433 382 91 535 301 234
internal_count=579421 419340 160081 5968 413372 7472 3838 1460 159990 159686 6973 4438 804 119 50 3634 659 124 79 405900 1805 917 69 45 6813 2378 2130 2535 293 272 156 69 116 61 87 52 107 779 326 274 453 191 111 52 433 382 91 535 301 234
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=51
num_cat=0
split_feature=7 13 13 6 3 0 7 14 0 1 5 3 13 2 1 13 1 9 10 3 0 10 9 4 10 10 1 10 8 2 6 7 14 10 14 0 4 7 6 8 6 10 0 5 10 8 4 6 13 13
split_gain=908.52 1515.65 1973.79 3332.21 8628.04 1983.27 1772.81 2872.43 2050.91 1877.63 1761.29 3247.27 2295.7 9805.07 2333.85 2274.95 2916.51 2295.12 2872.67 2765.68 7451.5 2236.18 5249.54 4122.38 4128.37 3811.38 8599.3 2360.77 2273.15 3205.23 3382.95 2197.1 2129.94 1938.34 2943.12 2502.62 1881.38 1834.6 2223.31 1810.67 5383.78 3312.08 2528.92 2445.76 1965.39 3268.18 3041.98 7493.44 5989.27 7876.65
threshold=3.5000000000000004 0.75304878048780499 0.76568627450980398 2.5000000000000004 24.500000000000004 767.39449753207009 7.5000000000000009 0.18301435406698566 771.8522800320701 3990.9076300000002 1.5000000000000002 35.500000000000007 0.62678571428571439 2.5000000000000004 2318.1760700000004 0.29520697167755999 3585.7070200000003 2.5000000000000004 0.52440476190476204 22.500000000000004 887.39409003207015 0.11834733893557424 2.5000000000000004 8.5000000000000018 0.17752100840336138 0.34891304347826091 2239.0357150000004 0.41763565891472876 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 0.23205128205128209 0.47722567287784684 0.12632978723404256 775.9075525320701 6.5000000000000009 4.5000000000000009 2.5000000000000004 8.5000000000000018 2.5000000000000004 0.57321428571428579 967.90685753207003 11.500000000000002 0.96490147783251246 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 0.15075757575757578 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 5 -3 9 8 -8 -4 11 12 15 -14 32 16 21 19 31 -17 -21 -2 28 24 -24 26 -26 -27 -23 -30 -31 -19 -15 -29 -35 -36 -33 -32 -39 44 42 -42 -41 -44 -12 46 -46 -48 49 -49
right_child=1 2 6 -5 -6 -7 7 -9 -10 -11 39 -13 13 14 -16 17 -18 18 -20 20 -22 22 23 -25 25 27 -28 33 29 30 37 36 -34 34 35 -37 -38 38 -40 40 41 -43 43 -45 45 -47 47 48 -50 -51
leaf_value=0.0008900640507909322 0.022507302524418769 0.97579490929842005 0.040440376659567803 -0.48176747794662211 2.526463401814302 -0.24901671166985465 1.0037472865411214 -0.31741359065763836 0.026305729782451756 0.98846173584461217 -0.021740834105484184 -1.3638053303956985 0.12432459927274571 -0.24297702600216042 -1.878419416485464 -0.11338389221861354 0.86316451405485484 0.4833288808969351 1.45751899708772 1.4856862411656906 -0.18611544072628022 -0.019514747744153002 0.65414637077239257 -1.4859856945137646 -0.0029435229213798748 0.49715989155154078 -2.1787545222502489 -1.3553144114358087 -0.09475539112687624 0.10056906877593562 -1.2775087945840575 0.18631116139888765 -1.5315902481908383 -1.0551409515161667 -0.55570316982269297 0.82082860342093888 -0.82612530301357145 0.037185692787170412 -1.2870124237877985 0.046088765967975967 1.3679531979967248 -0.3878004707041241 -1.8898429157212377 -0.61008354239165785 -0.099963147198468189 0.56689348497561054 1.3112092886505458 -0.7674638381877612 -0.40737661161299416 0.75702645123936241
leaf_weight=551554 686 20 4050 28 21 39 28 328 92 21 18487 20 139 29 34 567 30 130 21 42 73 907 31 43 34 31 39 21 291 44 66 50 23 31 25 28 29 32 21 22 22 21 28 32 565 140 58 43 145 160
leaf_count=551554 686 20 4050 28 21 39 28 328 92 21 18487 20 139 29 34 567 30 130 21 42 73 907 31 43 34 31 39 21 291 44 66 50 23 31 25 28 29 32 21 22 22 21 28 32 565 140 58 43 145 160
internal_value=0 -0.0176165 0.0346499 0.457134 0.78575 0.166174 0.0245529 -0.164256 0.254375 0.0453307 -0.0280225 -0.093215 -0.0859483 -0.394925 -1.23418 -0.0647014 -0.116536 0.0694324 0.342603 -0.0226925 0.424456 -0.12915 -0.192433 -0.584307 -0.422756 -0.582488 -1.16536 -0.269621 -0.110949 -0.293616 -0.648637 0.230577 -0.812941 -0.496003 -0.281176 0.171521 -0.185343 -0.925655 -0.487497 -0.0163974 -0.395785 0.510492 -0.871028 -1.2073 -0.0139776 0.115202 0.0500769 0.258876 0.0834876 0.434105
internal_weight=0 27867 4627 108 80 59 4519 448 120 4071 23240 3517 3497 225 86 3272 2360 912 230 682 115 2330 1644 283 240 209 73 136 1361 454 163 209 52 105 84 53 79 119 53 19723 125 43 82 60 19598 1111 971 406 348 203
internal_count=579421 27867 4627 108 80 59 4519 448 120 4071 23240 3517 3497 225 86 3272 2360 912 230 682 115 2330 1644 283 240 209 73 136 1361 454 163 209 52 105 84 53 79 119 53 19723 125 43 82 60 19598 1111 971 406 348 203
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=51
num_cat=0
split_feature=3 0 1 0 11 6 12 12 5 0 13 0 8 12 7 9 6 9 10 5 8 5 0 10 8 14 10 13 8 14 14 14 7 13 13 11 11 9 1 3 7 0 13 14 8 10 4 3 1 1
split_gain=878.826 3172.77 2852.66 3426.07 6227.04 4232.55 7949.74 3946.73 8085.83 5906.27 3898.85 4551.38 4445.88 7074.23 4951.67 4000.38 4805.29 3890.82 3689.35 4604.79 3686.46 4000.08 3679.93 5490.9 4100.03 3487.19 6590.69 3358.27 5476.25 3289.51 3263.37 4710.31 3246.57 3215.89 4917.39 4459.73 4663.33 4501.6 6999.24 3749.56 7791.23 6697.59 6174.67 5867.07 8108.93 5864.09 6293.72 5828.46 5518.24 6000.3
threshold=23.500000000000004 1261.1435850320706 2593.3173250000004 756.85772503207011 0.53950103950103967 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 840.46259753207016 0.037749287749287756 861.91193253206995 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 0.15894736842105264 6.5000000000000009 2.5000000000000004 6.5000000000000009 820.87770878207004 0.23904761904761906 3.5000000000000004 0.11834733893557424 0.49418604651162795 0.080540540540540564 3.5000000000000004 0.31909090909090915 0.25265957446808512 0.23861283643892342 7.5000000000000009 0.44590643274853808 0.63211600429645554 0.14495798319327732 0.1012820512820513 2.5000000000000004 2865.2936050000003 27.500000000000004 2.5000000000000004 918.45581253207013 0.80243902439024406 0.22792207792207794 1.0000000180025095e-35 0.15894736842105264 7.5000000000000009 25.500000000000004 2912.4473000000003 3193.0687900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 32 -7 17 9 -9 15 12 13 14 -12 20 18 -5 -17 -20 -10 -22 24 30 25 26 -14 -25 29 -29 31 -24 -2 -4 35 36 -35 -38 -39 40 41 43 48 -36 -45 -46 47 -47 -41 -50
right_child=2 -3 33 7 -6 6 -8 8 10 -11 11 -13 22 -15 -16 16 -18 -19 19 -21 21 -23 23 27 -26 -27 -28 28 -30 -31 -32 -33 -34 34 39 -37 37 38 -40 42 -42 -43 -44 44 45 46 -48 -49 49 -51
leaf_value=-0.00082360768715763187 -0.55343891713382021 -0.09458772120013785 0.011347658271315253 0.11098025203910702 1.4098610749611489 -0.23434463357595803 0.55611485243774961 2.04638763020436 -0.5513475764268323 0.37899372977984919 1.6409879971256789 0.01137865227609873 -0.76306578842923045 -1.2500099377198655 0.042728976373161587 -0.25447387198607124 -0.21637320435148177 0.62823191191126038 1.6601039755390958 0.33995738877190484 1.0871321130543947 -0.25452289710752668 -0.14316629168323497 -1.2298355832545447 1.1105241735776266 -0.59896373882889742 1.4952392033168249 -0.96861083636229695 0.30312475915682519 0.0464592096897272 -0.88792337916791453 1.3608508338098941 0.4395530352721343 -0.1547463427702124 0.012675451944221039 0.15589996538723686 0.14921714521589732 -0.33602132856845857 -2.9816285598278047 -0.19208389217362687 -0.34117626442246468 -0.15441909534958032 -0.025871160429096103 2.3983060782605952 0.94096875813077485 -0.12134808262531785 -0.72976106451824307 1.0731731110579008 0.74200514819114627 0.1571331299011256
leaf_weight=501024 299 3635 56300 6060 26 434 180 24 95 185 36 1000 24 22 42 24 59 149 64 45 40 50 220 99 30 80 28 176 59 39 50 23 37 3642 490 476 21 20 20 170 728 827 1281 22 136 87 64 77 343 359
leaf_count=501024 299 3635 56300 6060 26 434 180 24 95 185 36 1000 24 22 42 24 59 149 64 45 40 50 220 99 30 80 28 176 59 39 50 23 37 3642 490 476 21 20 20 170 728 827 1281 22 136 87 64 77 343 359
internal_value=0 -0.00149898 0.0101184 0.0607111 -0.116971 -0.158758 -0.00261384 0.0805916 -0.0251178 0.570465 -0.0791207 -0.136632 -0.296125 0.3337 0.780387 0.214993 0.534747 0.123393 0.86795 1.11509 -0.116859 0.341768 -0.372191 -0.476165 0.0552577 -0.184576 0.452945 -0.730651 -0.550289 -0.784482 -0.152195 -0.000810761 -0.444092 0.00257652 -0.0537758 -0.132232 -0.16927 -1.03638 -1.65882 0.0177487 -0.0673645 0.0496848 0.113852 0.242372 0.533956 0.421275 0.111282 0.439494 0.31911 0.442904
internal_weight=0 504659 74762 9699 976 950 614 8723 2514 209 2305 1928 928 100 78 377 192 6209 133 109 185 90 828 666 162 132 52 373 274 215 293 243 336 65063 8763 4179 3703 61 40 4584 2431 1703 2153 876 386 364 228 164 872 702
internal_count=579421 504659 74762 9699 976 950 614 8723 2514 209 2305 1928 928 100 78 377 192 6209 133 109 185 90 828 666 162 132 52 373 274 215 293 243 336 65063 8763 4179 3703 61 40 4584 2431 1703 2153 876 386 364 228 164 872 702
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=51
num_cat=0
split_feature=7 14 3 10 12 14 4 9 1 13 6 10 10 4 0 0 12 10 13 3 1 13 13 0 0 4 0 14 5 0 4 13 5 0 12 13 6 12 4 4 0 6 6 6 0 10 0 5 6 8
split_gain=899.063 1357.64 3062.79 2372.8 3736.85 3356.47 3590.74 3335.43 4029.5 5384.55 9514.61 5427.14 4022.66 3872.96 3759.62 11134.6 13037.1 8273.01 5015.51 3641.49 5768.28 4275.84 7669.1 4805.52 3905.08 3891.63 3807.28 3498.63 8026.34 4818.33 5518.42 4050.7 3949.13 6402.41 5448.73 3812.83 5797.71 3569.72 6093.53 3668.05 4809.27 3443.76 3395.65 3260.19 3117.41 3028.5 2988.02 4864.52 2966.76 4390.09
threshold=1.0000000180025095e-35 0.20256410256410259 39.500000000000007 0.18274582560296851 11.500000000000002 0.037749287749287756 3.5000000000000004 3.5000000000000004 2678.3870350000002 0.79057017543859665 2.5000000000000004 0.19722222222222227 0.97014260249554385 7.5000000000000009 1075.5508225320702 1020.5262783654035 4.5000000000000009 0.59175084175084181 0.14119601328903655 25.500000000000004 2841.4711600000005 0.074537037037037054 0.11237373737373739 813.67629336540347 960.44235003207029 5.5000000000000009 872.77063503207012 0.12632978723404256 1.5000000000000002 730.3665416987368 6.5000000000000009 0.040408163265306128 2.5000000000000004 791.3565587820699 4.5000000000000009 0.20256410256410259 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 5.5000000000000009 952.97267003207003 1.5000000000000002 5.5000000000000009 1.5000000000000002 780.38975503207018 0.19722222222222227 931.97496003207004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 42 11 -11 -10 13 14 15 19 17 -17 -18 27 43 23 -23 -22 44 -26 -25 32 -29 -30 31 -31 33 -13 -35 36 -33 39 46 41 -41 -34 45 -21 -24 -5 -39 -48 -9 -50
right_child=-2 -3 -4 4 5 6 -8 48 9 10 -12 12 -14 -15 -16 16 18 -19 -20 20 21 22 24 26 25 -27 -28 28 29 30 -32 35 37 34 -36 -37 -38 38 -40 40 -42 -43 -44 -45 -46 -47 47 -49 49 -51
leaf_value=-0.0067271747219852865 -0.0033478121278520522 -0.0011699426397352342 0.90026006133128433 0.32870036647681689 0.47080515209171508 -0.3117029242583963 -1.5500794070135608 0.058542819620279844 -1.0519125162026821 2.0770287739603144 -0.26330411359667777 1.1115196425210814 -0.87406931213843519 0.011174228993142667 0.0089158694055923356 4.1081193862855434 0.12800975479657137 1.2662833713349844 1.5388316788383434 -1.948735116776966 0.76894848159381324 1.4943125561171888 -0.15632704917726847 -1.822075124979019 0.43705010935664179 -0.95535984186797729 -0.31191030799752417 2.0492015877428158 -0.69776356969960041 0.10370501763111838 -0.36101993700353113 0.51658940553665167 -1.0911722788061853 0.57629272125195719 -0.94520225727072593 0.49006132036447525 2.6622980775202025 0.59942009752834002 -0.61025220198290686 0.76486919584627056 -0.8145620991786322 0.20647561479966312 -0.41418893674748358 -0.36401036372956108 1.2054077235423029 0.023878569383315878 0.55667673570138443 2.3792669652961194 -0.44310715501407894 0.17475363754110373
leaf_weight=34671 336420 151581 39 328 27 61 38 406 39 38 32 29 39 1235 507 20 79 21 37 21 35 51 29 20 34 49 101 36 32 37 41 20 39 32 89 32 34 77 28 98 24 43 176 34 40 51847 27 32 463 153
leaf_count=34671 336420 151581 39 328 27 61 38 406 39 38 32 29 39 1235 507 20 79 21 37 21 35 51 29 20 34 49 101 36 32 37 41 20 39 32 89 32 34 77 28 98 24 43 176 34 40 51847 27 32 463 153
internal_value=0 0.00463484 0.0142596 0.0138815 0.026481 -0.517501 -0.787039 0.0276924 0.0309852 0.139723 1.00716 0.120391 0.13513 0.147979 0.240405 0.329251 1.11977 2.65254 0.578013 0.222626 -0.0154377 0.130665 0.433201 -0.263021 0.0771704 -0.384975 -0.561524 0.354037 0.676767 0.424687 0.643702 0.97861 0.209494 -0.222984 -0.542823 1.35502 1.86759 0.385776 0.733141 0.106522 0.454161 -0.410698 0.0243157 -0.969087 0.633084 0.0257948 1.00972 1.5452 -0.151324 -0.289645
internal_weight=0 243001 91420 91381 56710 126 99 56584 55562 3211 70 3141 3102 3063 1828 1321 157 41 116 1164 414 359 203 156 152 83 121 750 232 196 164 123 518 150 121 86 54 368 164 204 122 82 52351 55 69 52175 136 59 1022 616
internal_count=579421 243001 91420 91381 56710 126 99 56584 55562 3211 70 3141 3102 3063 1828 1321 157 41 116 1164 414 359 203 156 152 83 121 750 232 196 164 123 518 150 121 86 54 368 164 204 122 82 52351 55 69 52175 136 59 1022 616
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=51
num_cat=0
split_feature=12 11 3 14 1 11 14 13 13 8 0 13 0 13 13 5 8 0 5 13 6 10 5 0 7 0 5 14 12 14 8 0 14 6 3 9 8 4 0 10 9 12 10 13 12 13 12 14 0 6
split_gain=890.112 2807.09 2854.06 5898.1 7298.93 4771.38 4601.25 6757.76 13637.5 10291.8 12531.8 6639.47 5777 6668.85 5495.7 13298.3 6930.13 5792.36 5119.61 4525.25 4211.25 5891.01 11063.3 12691.7 6173.57 7460.83 8148.08 5406.56 6059.23 5236.57 5409.47 7281.34 8922.12 5108.72 6045.78 8992.27 4872.52 4811.01 7318.68 6472.61 6216.93 4475.55 5033.07 4831.74 4638.46 4233.44 5652.87 4665.25 4128.63 4109.61
threshold=5.5000000000000009 0.59317129629629639 35.500000000000007 0.36474501108647456 3990.9076300000002 0.40238095238095245 0.043961352657004842 0.30151515151515157 0.22361111111111112 5.5000000000000009 1135.5863325320704 0.16064516129032261 1011.41585003207 0.074537037037037054 0.080540540540540564 6.5000000000000009 1.5000000000000002 1075.5508225320702 14.500000000000002 0.080540540540540564 2.5000000000000004 0.39339826839826847 7.5000000000000009 1051.9390100320704 2.5000000000000004 1102.5722025320704 4.5000000000000009 0.17752100840336138 7.5000000000000009 0.072299651567944254 3.5000000000000004 1110.4908300320703 0.13423423423423428 1.5000000000000002 39.500000000000007 2.5000000000000004 4.5000000000000009 9.5000000000000018 1088.5892550320702 0.15894736842105264 3.5000000000000004 6.5000000000000009 0.15894736842105264 0.080540540540540564 8.5000000000000018 0.12060606060606062 6.5000000000000009 0.14119601328903655 1075.5508225320702 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 11 -11 12 13 -4 15 17 -16 -14 20 -7 33 24 23 -23 29 26 -26 28 -28 -22 31 32 -31 37 36 -36 41 38 39 40 -8 -35 43 -43 -44 46 -39 -48 -47 -25
right_child=1 -3 3 4 -6 19 18 -9 -10 10 -12 -13 14 -15 16 -17 -18 -19 -20 -21 21 22 -24 49 25 -27 27 -29 -30 30 -32 -33 -34 34 35 -37 -38 45 -40 -41 -42 42 44 -45 -46 48 47 -49 -50 -51
leaf_value=0.0010528235279266293 -0.012479767199170389 -0.10056079461441803 -0.35011147308349611 -0.055611823853992284 2.5507981002330782 0.20463457618440903 -2.9916278687390414 -1.9624469226056878 2.2531633336435664 2.4544188283107902 -0.56503125956015932 -2.1387244891524317 1.4656661226843986 -2.8000023412704471 -0.58975475941385536 -1.8861343080376056 1.5209527565751757 -0.38093829521415185 1.7324354660511017 1.6934087399074009 -0.98191266148476997 2.5536873022715252 -0.392747429196249 -0.13573578146637463 -3.1094315856695176 0.00013923465441434811 0.56104293689131735 -2.2823666813969612 -1.4346779050498173 3.0029446516036988 -0.327273401128712 -0.13087230462294361 0.2069699900490897 1.4785161357034338 0.36314195632934571 2.8549186808722364 -0.68742974731413753 -1.3091907254287176 0.30514949184656143 -0.049542505741119389 -0.58615114575340632 0.49299890313829692 -0.022866382201512658 -1.6787971782684328 1.9644472119600878 2.3374541123708088 -0.02434729327602933 1.6602966980934142 0.37718204205686395 1.2938007354984682
leaf_weight=540427 33879 3461 25 21 22 49 22 22 22 27 28 25 26 20 28 47 35 49 20 35 37 36 114 61 20 78 32 20 29 25 67 39 21 44 30 28 34 21 100 40 21 21 24 20 23 21 48 25 22 30
leaf_count=540427 33879 3461 25 21 22 49 22 22 22 27 28 25 26 20 28 47 35 49 20 35 37 36 114 61 20 78 32 20 29 25 67 39 21 44 30 28 34 21 100 40 21 21 24 20 23 21 48 25 22 30
internal_value=0 -0.0145913 -0.0062177 0.122049 1.2779 0.0911973 0.0508333 -0.265151 -0.15268 -0.323417 0.917244 -0.591011 -0.422781 -1.43895 -0.175604 -0.56727 0.582861 0.259218 0.146194 0.824957 0.118679 -0.0619472 0.32238 0.964306 -0.31364 -0.734511 -1.30186 -0.855551 -0.387742 0.0849623 0.344662 0.874305 1.72652 0.320888 0.687163 1.56607 0.380076 0.0644955 -0.270993 -0.965141 -1.81686 0.65504 0.243301 -0.566414 0.949649 0.51263 0.136657 0.552586 1.33452 0.33554
internal_weight=0 38994 35533 1654 43 1611 1527 354 332 310 55 255 230 45 185 122 63 75 1173 84 1153 609 241 127 368 179 101 81 61 189 152 85 46 544 224 58 166 320 183 83 43 132 88 41 47 137 94 73 43 91
internal_count=579421 38994 35533 1654 43 1611 1527 354 332 310 55 255 230 45 185 122 63 75 1173 84 1153 609 241 127 368 179 101 81 61 189 152 85 46 544 224 58 166 320 183 83 43 132 88 41 47 137 94 73 43 91
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=51
num_cat=0
split_feature=3 1 13 0 4 4 0 5 11 10 2 9 1 5 0 8 7 1 0 4 14 10 5 10 6 14 8 12 7 0 11 10 6 5 12 12 13 0 4 5 1 8 0 4 0 3 6 1 11 10
split_gain=856.722 3300.35 3283.25 7600.87 2904.82 2730.95 2716.38 2458.23 2683.41 5397.17 5754.25 4195.7 2910.62 2861.52 2408.61 2525.95 2294.34 2290.2 3790.12 3082.32 3429.71 2928.74 4440.13 5373.87 5648.61 3978.36 3042.42 3133.48 3041.61 3967.43 4851.64 9334.02 4402.26 3459.49 3006.33 2867.38 3053.78 2646.13 2582.34 3120.01 2580.23 2579.35 2568.71 2683.96 2848.07 3289.96 3090.01 3748.53 3212.8 2721.51
threshold=18.500000000000004 1987.94217 0.53033088235294124 550.61510669873678 5.5000000000000009 6.5000000000000009 511.27667753207004 1.5000000000000002 0.059714795008912663 0.067424242424242428 2.5000000000000004 2.5000000000000004 1713.9010500000002 2.5000000000000004 752.38887753207007 3.5000000000000004 2.5000000000000004 2092.9460250000006 671.35051753207006 7.5000000000000009 0.050641025641025648 0.34891304347826091 9.5000000000000018 0.94868421052631591 1.5000000000000002 0.74679487179487192 2.5000000000000004 1.5000000000000002 3.5000000000000004 511.27667753207004 0.04819976771196284 0.050641025641025648 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.20942982456140355 1020.5262783654035 4.5000000000000009 6.5000000000000009 2002.0500350000002 3.5000000000000004 555.28608086540339 6.5000000000000009 604.30462503207002 19.500000000000004 2.5000000000000004 2318.1760700000004 0.29893617021276603 0.92637759710930456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -3 -1 -4 -7 9 10 -9 -12 -11 -13 15 -5 -6 18 21 37 -21 25 23 -23 -25 26 28 -28 29 -2 31 33 34 -31 -33 36 -30 -20 39 -27 -29 -41 -19 -44 46 -46 48 -48 -45 -47
right_child=17 2 3 14 16 7 -8 8 -10 12 11 13 -14 -15 -16 -17 -18 42 19 20 -22 22 -24 24 -26 38 27 40 35 30 -32 32 -34 -35 -36 -37 -38 -39 -40 41 -42 -43 43 44 45 49 47 -49 -50 -51
leaf_value=-0.0019421843233767581 -0.63019784001840495 0.008349986909040789 0.054088616093923882 -0.22624948968603845 -0.054522683471225776 0.0028355319696476197 1.0639249441453389 0.11963157073775837 -0.07664927714664875 0.20200789306202149 1.2090918131960118 -0.45416768474970015 0.042167048500390006 0.99031272232532508 -0.081081469839568307 -0.91747774785215208 -0.43942426432185117 -0.16284716241308594 -0.016970962033173415 1.1682899378985165 0.15857671981539759 0.017866723162385082 -0.63474281675527611 0.085770185242425523 0.99660086542848614 0.028653336860609391 -0.56520491054335842 -0.067729173306017951 -1.361192119236176 1.061542006554427 0.0076633137668141674 1.8784005565302715 0.13706011355742423 2.3492311095490179 0.31628642603754997 0.38151168917100153 -0.12100093002830233 0.076102900992293915 0.84837541732212041 1.4541701870730945 0.78795316781615843 0.29180673417590913 0.014209885222961306 0.071923940122998575 -0.090462932996366929 0.0017692598679971507 -0.22444705707686291 1.1768077727593482 1.3258558409554619 -0.048359426458688973
leaf_weight=344610 36 13675 43 1363 11399 8113 70 221 928 1515 123 32 4593 24 1913 55 157 943 11565 35 866 1597 89 151 124 141 103 177 26 54 161 28 191 34 22 77 84 4151 149 35 44 42 92012 757 5126 58360 28 60 21 13298
leaf_count=344610 36 13675 43 1363 11399 8113 70 221 928 1515 123 32 4593 24 1913 55 157 943 11565 35 866 1597 89 151 124 141 103 177 26 54 161 28 191 34 22 77 84 4151 149 35 44 42 92012 757 5126 58360 28 60 21 13298
internal_value=0 -0.00269208 -0.0353428 -0.12693 -0.0228413 -9.2503e-05 0.679651 0.0409017 0.0824335 0.105118 0.460978 0.882416 0.0818132 0.164895 -0.154292 -0.25306 -0.059752 0.00549235 0.037523 0.0179245 0.1978 0.134304 0.055365 0.0881747 0.496472 0.24456 0.144419 -0.109674 0.259884 0.383034 0.457475 0.677596 0.355734 1.55906 1.19107 -0.086517 -0.414137 0.00761224 0.52752 0.30822 0.102633 0.820154 0.00174078 0.00265558 -0.0110358 -0.0130697 0.169299 0.730954 0.10577 -0.00753342
internal_weight=0 388834 28675 3444 25231 360159 113 15549 7436 6508 400 179 6108 56 3331 1418 11556 190587 19982 16617 901 3365 1961 1872 275 1404 1037 324 713 526 490 329 241 88 50 187 110 15716 367 218 221 77 170605 169662 77650 76784 866 88 778 71658
internal_count=579421 388834 28675 3444 25231 360159 113 15549 7436 6508 400 179 6108 56 3331 1418 11556 190587 19982 16617 901 3365 1961 1872 275 1404 1037 324 713 526 490 329 241 88 50 187 110 15716 367 218 221 77 170605 169662 77650 76784 866 88 778 71658
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=51
num_cat=0
split_feature=8 5 2 10 9 14 13 0 10 10 0 0 4 7 13 10 6 12 14 10 4 0 13 6 14 6 12 1 10 1 7 0 11 13 10 0 0 7 13 3 12 14 6 1 0 10 0 13 1 3
split_gain=904.43 1581.7 4307.21 5339.94 5819.57 5802.58 5234.01 4766.39 4408.06 4856.65 4964.69 8997.61 3478.33 8876.28 6406.01 5677.21 4757.18 3761.92 3759.28 4873.4 3650.49 5066.48 3453.27 3387.71 3202.33 3154.72 3037.19 3026.09 3011.84 5249.32 4629.27 3554.35 11684 2951.66 2906.67 3859.23 2887.32 2833.13 2811.98 2749.16 2689.82 2669.62 2661.55 2647.44 4136.24 2955.56 2600.86 2403.91 3585.12 5548.9
threshold=1.5000000000000002 2.5000000000000004 2.5000000000000004 0.71651785714285732 2.5000000000000004 0.13423423423423428 0.028991596638655467 952.97267003207003 0.74133811230585434 0.94201680672268917 861.91193253206995 813.67629336540347 8.5000000000000018 1.5000000000000002 0.11834733893557424 0.32971014492753631 2.5000000000000004 1.5000000000000002 0.14907407407407411 0.19722222222222227 11.500000000000002 924.99774003207006 0.12060606060606062 3.5000000000000004 0.12060606060606062 1.5000000000000002 3.5000000000000004 2464.3507700000009 0.053342816500711245 2593.3173250000004 3.5000000000000004 845.88457503207007 0.084523809523809543 0.44590643274853808 0.36939571150097467 979.98498253207015 754.68448003207016 4.5000000000000009 0.22792207792207794 25.500000000000004 5.5000000000000009 0.14119601328903655 2.5000000000000004 2393.1946050000006 620.33109169873671 0.050641025641025648 778.36024669873666 0.091966173361522213 3383.3926800000004 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 5 8 27 23 -5 10 11 26 22 14 16 17 18 -15 -14 -20 21 -19 34 -8 25 -16 -10 -7 29 30 43 32 -31 46 47 37 -28 -36 -12 -11 -37 -23 -17 45 -45 -24 -26 48 49 -4
right_child=1 -3 3 4 -6 6 7 -9 9 39 38 -13 13 15 24 42 -18 20 19 -21 -22 41 28 -25 33 -27 36 -29 -30 31 -32 -33 -34 -35 35 40 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=0.002913866234665444 -0.001690946359740644 -0.0014254209612407009 -0.082816034325918733 -1.6234564217654144 -1.0391964330229648 0.23979622014033208 -0.074362233620870244 -1.2325592846423388 0.31423093015207099 -1.0042534765833657 -1.8473506376795148 2.0474860736301967 -1.4258855408582933 -0.54364713858335445 -0.26853228589450873 -0.2601521635145852 -1.8569583723178278 0.79134640500210884 1.0145335372198712 -0.88483063276324947 1.588678573710578 0.39386362722941809 -0.015459491775323228 -0.7937136813253165 -0.35567648372866895 -1.4672132714374646 -0.22105012445211197 1.3561946756416754 -0.13296770206297454 -0.088208145440317867 1.07468363220493 -0.062700169598278788 -2.1396346631028305 -0.77868664657197351 0.19765804489597796 1.9679857027530669 -1.5366763561964036 -0.97983253796895353 -0.24683845610845659 0.15352908559143544 0.48050592983922646 -0.78239661378915926 -1.5526951440743038 1.6099361643791199 0.2403791594055088 0.74157021768667086 0.5209282649215311 0.22813103182862204 -1.1067254933528603 0.78395301065383816
leaf_weight=375285 23730 170187 1391 33 86 112 1011 40 77 141 23 21 39 39 54 66 52 114 22 35 28 35 1147 70 55 37 69 31 3206 86 48 184 41 41 758 20 22 21 21 24 31 43 21 25 187 54 88 360 32 78
leaf_count=375285 23730 170187 1391 33 86 112 1011 40 77 141 23 21 39 39 54 66 52 114 22 35 28 35 1147 70 55 37 69 31 3206 86 48 184 41 41 758 20 22 21 21 24 31 43 21 25 187 54 88 360 32 78
internal_value=0 -0.00535687 -0.0250653 -0.079344 -0.236689 -0.195971 -0.0879299 -0.160609 -0.512826 -0.420739 -0.126777 0.0959452 -0.0461334 -0.248888 -0.556158 0.126762 -1.08663 0.361531 -0.669363 -0.151743 0.521994 0.366436 -0.0258024 -0.120944 -0.27067 -0.755908 -0.147997 0.481813 -0.0751397 0.029486 0.108896 -0.343562 -0.75048 -0.0306884 0.0654652 0.221089 -0.539114 0.165916 -1.08347 -0.835849 1.06383 -0.254588 -0.572145 0.0760878 0.401884 0.0185785 0.183773 -0.0039424 -0.0596029 -0.0367929
internal_weight=0 204136 33949 10219 1781 1695 1264 1121 431 398 233 189 8438 769 423 346 148 259 96 57 220 192 7669 1081 275 91 168 143 4978 1772 1461 311 127 184 2691 830 91 779 44 165 51 78 87 1413 212 1201 143 1861 1501 1469
internal_count=579421 204136 33949 10219 1781 1695 1264 1121 431 398 233 189 8438 769 423 346 148 259 96 57 220 192 7669 1081 275 91 168 143 4978 1772 1461 311 127 184 2691 830 91 779 44 165 51 78 87 1413 212 1201 143 1861 1501 1469
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=51
num_cat=0
split_feature=7 14 4 13 0 0 14 0 4 5 13 8 5 3 4 0 10 12 3 1 8 13 0 13 14 4 0 13 0 8 0 3 0 3 9 3 13 5 2 4 12 10 13 13 12 6 2 0 0 4
split_gain=871.925 1552.08 4027.53 8557.98 5169.94 4825.12 3066.26 2710.91 2418.89 2401.21 2696.62 2883.31 5535.36 2839.63 4019.41 4398.29 4858.94 3114.51 2872.43 2401.25 2355.84 2334.55 2100.73 2199.94 1953.22 1946.27 2423.09 3513.99 2454.12 2153.91 2017.5 3237.5 2018.96 1924.09 1953.44 1894.85 1947.19 1831.06 5088.12 4232.74 4417.32 4154.22 3637.22 3352.3 2984.65 2899.23 2440.72 2006.64 1813.58 1955.46
threshold=5.5000000000000009 0.096006144393241177 8.5000000000000018 0.18834459459459463 1102.5722025320704 1057.5680575320705 0.050641025641025648 1165.0077825320702 7.5000000000000009 14.500000000000002 1.0000000180025095e-35 5.5000000000000009 9.5000000000000018 35.500000000000007 5.5000000000000009 756.85772503207011 0.12347560975609757 4.5000000000000009 29.500000000000004 3475.2235900000005 6.5000000000000009 0.70710784313725505 1082.0615325320703 0.20256410256410259 0.074537037037037054 1.0000000180025095e-35 726.36952003207 0.10435571687840291 740.62473128207 1.0000000180025095e-35 620.33109169873671 24.500000000000004 628.30594169873677 23.500000000000004 3.5000000000000004 23.500000000000004 0.20256410256410259 9.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 0.95742753623188415 0.12060606060606062 0.91833333333333345 3.5000000000000004 2.5000000000000004 3.5000000000000004 899.39907253207002 744.41782253207009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 8 -7 20 10 -8 12 13 14 15 16 -12 18 35 -14 33 22 23 -16 -19 -3 27 -27 29 -28 31 -29 -32 -2 37 -17 -37 39 41 46 43 -39 -42 -41 -44 -46 47 -35 -30 -50
right_child=1 25 3 4 -6 7 9 -9 -10 -11 11 -13 19 -15 21 17 -18 24 -20 -21 -22 -23 -24 -25 -26 26 28 30 48 -31 32 -33 -34 34 -36 36 -38 38 -40 40 42 -43 44 -45 45 -47 -48 -49 49 -51
leaf_value=0.00038228611896802713 -0.37935772374152177 -0.38587899581000618 1.1815461866783374 -2.0668581437822935 -0.26583406584603447 -1.2769268795847895 1.0842747876627576 0.33170220418409868 0.76572125456813311 1.3171338420022618 2.128682046532631 1.3317819680486407 -1.7647290325164797 -0.58116513929869007 0.88301070972725193 0.224418586225652 0.27348696803674105 -0.24128925459725514 0.90933883615902489 -0.21513136625289919 -0.89957234353730176 -0.0060221667091051737 0.42419028154441291 2.1988515662650268 -1.5004171419888737 0.54175919721523924 0.19670852982997897 -0.11520236490649127 0.71127741038799286 -0.88879453285652055 1.1070912939310074 -1.3802383360655412 0.076055851231257507 -0.57258586764335628 -0.90039204239845283 0.087058931459551278 -1.1650551847837589 -1.316881517900361 0.74133366022791192 2.2750236375765369 0.98674602423395441 0.25211780932214528 0.50104102205771672 0.48619205087423323 -1.3545979404449464 0.07307338299173298 -1.1902603175152433 0.34489329279858177 -0.12153565662577864 0.075053165470426147
leaf_weight=573848 124 185 33 37 28 20 36 22 36 22 20 21 20 38 27 67 48 28 35 20 33 24 28 24 22 150 25 168 29 68 20 23 377 40 20 23 27 45 35 22 49 27 52 20 25 33 22 59 2587 629
leaf_count=573848 124 185 33 37 28 20 36 22 36 22 20 21 20 38 27 67 48 28 35 20 33 24 28 24 22 150 25 168 29 68 20 23 377 40 20 23 27 45 35 22 49 27 52 20 25 33 22 59 2587 629
internal_value=0 -0.0393637 0.0557407 -0.451194 -1.29103 0.276666 0.116296 -0.434312 -0.030668 0.294317 0.250021 0.186392 0.133059 0.242352 0.326249 0.123498 0.819133 -0.110676 0.114531 -0.98993 -0.0779783 0.857733 1.12014 1.50223 -0.795306 -0.0686472 -0.0542488 0.109728 -0.0905026 -0.596993 -0.000484009 -0.267537 0.127997 -0.0306613 0.0656379 -0.123232 -0.589083 0.110674 -0.247718 0.229767 0.511072 -0.728507 0.270133 1.4232 -0.0490854 -0.542302 -0.237524 -0.0258054 -0.0759868 -0.0830859
internal_weight=0 5573 1312 140 65 75 1172 42 642 530 508 472 451 411 373 270 68 202 152 40 606 103 79 51 50 4261 4076 738 3338 93 588 191 397 573 449 117 50 429 107 322 201 72 159 42 110 58 121 99 3245 3216
internal_count=579421 5573 1312 140 65 75 1172 42 642 530 508 472 451 411 373 270 68 202 152 40 606 103 79 51 50 4261 4076 738 3338 93 588 191 397 573 449 117 50 429 107 322 201 72 159 42 110 58 121 99 3245 3216
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=51
num_cat=0
split_feature=3 0 1 10 10 10 0 9 10 14 11 14 10 10 3 2 13 0 14 8 5 4 1 5 1 3 2 4 1 10 13 10 6 3 14 14 6 12 13 9 13 12 3 10 2 3 13 5 6 1
split_gain=851.429 3838.98 3573.69 3231.27 8383.37 4044.24 3915.39 6977.49 4467.38 2934.58 4568.3 4573.18 3110.98 5598.51 5629.13 4415.94 2656.73 2561.76 2225.73 2180.1 2167.34 2047.05 1981.88 1980.53 1980.41 5454.17 3291.13 2416.85 2296.11 1972.6 1922.86 2930.56 2576.19 1910.28 3353.31 2323.43 2284.62 1850.56 2437.12 2536.57 2230.62 3742.71 1836.08 1784.53 1772.4 2436.33 1750.29 1742.53 1678.46 1895.03
threshold=13.500000000000002 791.3565587820699 1560.7665700000002 0.46770833333333339 0.85504201680672276 0.68496240601503777 655.65993336540339 2.5000000000000004 0.21132376395534294 0.29864864864864871 0.075961538461538483 0.15075757575757578 0.77346041055718484 0.68857758620689669 9.5000000000000018 2.5000000000000004 0.096006144393241177 508.2102350320701 0.63762626262626265 3.5000000000000004 4.5000000000000009 1.5000000000000002 1295.5484800000002 1.0000000180025095e-35 1090.60427 9.5000000000000018 2.5000000000000004 3.5000000000000004 1208.6339050000004 0.19722222222222227 0.050641025641025648 0.35067567567567576 1.0000000180025095e-35 8.5000000000000018 0.42678571428571432 0.69397993311036799 1.0000000180025095e-35 2.5000000000000004 0.42640692640692646 2.5000000000000004 0.45080645161290328 1.5000000000000002 11.500000000000002 0.32971014492753631 2.5000000000000004 12.500000000000002 0.63762626262626265 1.0000000180025095e-35 1.5000000000000002 1548.9028000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 5 20 7 8 -2 10 11 37 13 16 -15 33 -11 18 46 30 23 -22 -13 -5 26 28 27 -18 -26 -12 -10 -32 -33 34 -14 -35 -37 40 39 -39 -1 -42 -24 -3 -16 -46 -6 -17 -9 -50
right_child=2 43 -4 4 17 -7 -8 48 19 12 29 22 15 14 44 47 24 -19 -20 -21 21 -23 42 -25 25 -27 -28 -29 -30 -31 31 32 -34 35 -36 36 -38 38 -40 -41 41 -43 -44 -45 45 -47 -48 -49 49 -51
leaf_value=-0.082025001613410836 -0.1339022125308128 -0.016919784097342998 0.0004594403616558893 0.66317982331470215 -0.082180997523768201 0.39125312725062678 0.022739248864119058 0.024002555960867158 0.27311756699173539 -0.053180094489055335 -0.037708978166282867 0.072524123013014294 0.18340617528147238 -0.15433131514659981 0.16833275552996871 -0.46856333572664133 0.016354729272150422 0.029012269260136288 0.82472335406144459 -1.4000152938067913 0.89945617728546035 0.2348917161992756 -0.028361363605133978 0.042907625010715433 -0.10326545940741259 0.0066947461593514813 0.80479214661999754 0.14930545075460233 -0.39607205172085158 -0.22594385086795535 -0.90159115256741651 -0.72437524046091473 0.12553280381361645 -0.047655669097989094 -0.0056447329232095144 0.02286927154473457 -0.038774144602723194 -0.0084143585484421895 0.1530177988235214 0.17840502425572094 -0.052263026416965168 0.080459304511190557 0.042001381430837557 -0.13268529384712927 -0.17352974772628227 0.1604713702064996 0.93499708516257152 -0.16027976106663511 0.66837066452830074 -0.31233217382431033
leaf_weight=5597 425 2198 355970 54 87 1022 5777 347 27 9647 9871 15882 1127 754 3927 253 6970 11120 75 32 61 193 4838 1102 2906 31804 57 1701 295 590 160 68 75 32776 5602 12514 11572 9958 1245 784 5570 3435 15886 3378 394 490 21 666 93 25
leaf_count=5597 425 2198 355970 54 87 1022 5777 347 27 9647 9871 15882 1127 754 3927 253 6970 11120 75 32 61 193 4838 1102 2906 31804 57 1701 295 590 160 68 75 32776 5602 12514 11572 9958 1245 784 5570 3435 15886 3378 394 490 21 666 93 25
internal_value=0 -0.00522615 0.00281172 0.0431384 0.0713588 0.239785 -0.0120057 -0.172327 -0.353789 -0.00291141 0.0128853 0.0230179 -0.0123361 0.00427063 0.0997192 -0.0275103 -0.00568013 0.0351195 0.406226 -0.611943 0.129998 0.394492 0.0459446 0.0718823 0.00479782 -0.00582805 0.0474145 0.0424358 -0.13025 -0.0483254 -0.535524 -0.607581 -0.278619 -0.024365 0.0260183 -0.0303273 -0.006747 -0.00854619 0.0205712 0.00522057 -0.0324491 -0.00163546 0.0255753 -0.0870518 0.139535 0.0116066 0.115604 -0.24515 0.134794 0.460595
internal_weight=0 202687 376734 20764 13735 2432 7029 1252 787 197111 73656 63195 123455 58945 5565 64510 53380 11303 183 362 1410 254 36606 1156 43733 35005 8728 8671 3201 10461 330 303 143 63591 6729 56862 24086 26589 11987 10742 14602 9005 20724 5576 4811 884 108 919 465 118
internal_count=579421 202687 376734 20764 13735 2432 7029 1252 787 197111 73656 63195 123455 58945 5565 64510 53380 11303 183 362 1410 254 36606 1156 43733 35005 8728 8671 3201 10461 330 303 143 63591 6729 56862 24086 26589 11987 10742 14602 9005 20724 5576 4811 884 108 919 465 118
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=51
num_cat=0
split_feature=11 11 4 13 12 7 11 0 6 0 14 12 2 14 14 13 13 13 13 3 12 0 4 0 3 5 6 0 1 0 14 5 3 0 12 13 5 4 6 6 7 0 10 1 2 8 14 3 14 13
split_gain=870.788 3085.33 2689.52 2553.78 1955.02 1947.48 3442.42 3114.97 2637.42 1806.55 2209.53 1654.48 5113.09 17633.8 14986.4 3378.9 2495.96 2448.68 2071.52 1993.36 2392 1827.44 1619.69 2446.77 3049.12 1532.88 1494.25 3088.39 2219.44 2311.9 3436.99 3219.02 2149.19 2055.55 2030.19 2218.68 1777.12 1714.37 1554.71 1785.9 1412.27 1401.48 1395.78 1335.48 1913.64 6594.91 3765.96 4027.74 3648.3 1333.69
threshold=0.89827586206896559 0.67054263565891481 9.5000000000000018 0.040408163265306128 2.5000000000000004 2.5000000000000004 0.75337837837837851 952.97267003207003 1.5000000000000002 1212.7814533654036 0.087595907928388769 7.5000000000000009 3.5000000000000004 0.26393188854489169 0.032795698924731186 0.24068965517241384 0.11834733893557424 0.11237373737373739 0.03883861236802414 30.500000000000004 9.5000000000000018 830.42336253206997 6.5000000000000009 823.07804336540346 23.500000000000004 4.5000000000000009 6.5000000000000009 1082.0615325320703 2912.4473000000003 1015.5416250320701 0.30860805860805868 7.5000000000000009 29.500000000000004 1095.5934300320703 5.5000000000000009 0.10620300751879701 4.5000000000000009 7.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 1051.9390100320704 0.04083333333333334 2865.2936050000003 2.5000000000000004 1.5000000000000002 0.79705882352941193 22.500000000000004 0.55086206896551737 0.080540540540540564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 25 6 41 -8 -9 10 -7 12 18 14 -14 17 19 -16 -3 49 -21 -18 23 24 -20 42 28 -28 32 30 31 36 -6 34 35 -31 40 -36 -35 -40 -30 -5 -2 44 -27 48 47 -47 -46 -13
right_child=4 2 3 5 26 9 7 8 -10 -11 -12 16 13 -15 15 -17 21 -19 22 20 -22 -23 -24 -25 -26 43 27 -29 29 33 -32 -33 -34 38 37 -37 -38 -39 39 -41 -42 -43 -44 -45 45 46 -48 -49 -50 -51
leaf_value=0.0001745054037693652 0.072758359027304764 -0.36334515851696286 -1.4677242328226567 -1.2207918910980224 -0.017162644243128879 -0.099917347016541869 1.3818686038933017 0.70694733223429429 -0.6449413029416915 0.064643793635898159 -1.3003331968317862 -0.4714851286868717 2.1665928512163783 2.6631112421712571 -1.0336121603294657 -1.8625064778327944 -1.248433017730713 0.28975174612012405 -0.062155009434302605 1.1663153321983724 -0.15460262113604054 -0.39022890093922613 -0.13780788969416374 0.050123855887816586 -0.98631992774705091 -0.037972116917349634 -1.4476869038560176 0.091446969448588794 0.33748992428831431 -1.2811638474464417 -0.67143694162368783 1.6814985609480315 -1.0297767116909935 0.084936851952546119 0.54508032216582192 -0.18567541919502559 -0.019065494480587187 -0.48354148503679495 1.1190683083874839 0.20848088413476945 1.458193139460954 -0.13915654770706012 -0.087592441544176031 -0.34569112736453983 0.53962834146287708 0.60371958975021434 0.84401129542327513 -0.56195609263170554 2.2970430777186439 0.23988849799099721
leaf_weight=545758 9430 206 20 25 10956 23 22 27 31 27 46 86 23 31 27 20 33 29 4292 26 29 100 1476 2800 36 2105 22 32 23 29 20 28 21 290 43 51 42 26 35 56 22 23 576 123 27 41 41 107 21 38
leaf_count=545758 9430 206 20 25 10956 23 22 27 31 27 46 86 23 31 27 20 33 29 4292 26 29 100 1476 2800 36 2105 22 32 23 29 20 28 21 290 43 51 42 26 35 56 22 23 576 123 27 41 41 107 21 38
internal_value=0 -0.000808769 -0.0573199 -0.38503 0.0185821 -0.288361 -0.033007 0.368694 -0.0156138 -0.628834 -0.900195 -0.0486773 -0.0407774 0.581794 -0.0699315 -0.746774 -0.27504 -0.348299 -0.0499641 -0.031236 0.469831 -0.603167 -0.042461 -0.0227175 -0.0698421 0.0461264 -0.0107874 -0.535608 -0.00835312 0.169041 0.538481 0.748902 -0.0190999 0.0749381 -0.239979 -0.58279 0.448756 0.157484 0.198095 0.558707 0.885389 -0.702508 0.0635277 -0.0245094 -0.00764123 0.261753 -0.00408643 -0.239032 1.3085 -0.253484
internal_weight=0 555254 9496 244 24167 224 128 80 58 96 69 9252 8940 130 99 76 312 56 8810 179 55 133 8604 7128 4328 12471 11696 54 11642 665 135 115 10977 530 149 80 87 69 381 91 45 48 10006 2465 2342 237 189 148 48 124
internal_count=579421 555254 9496 244 24167 224 128 80 58 96 69 9252 8940 130 99 76 312 56 8810 179 55 133 8604 7128 4328 12471 11696 54 11642 665 135 115 10977 530 149 80 87 69 381 91 45 48 10006 2465 2342 237 189 148 48 124
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=51
num_cat=0
split_feature=7 3 1 10 13 13 4 13 13 11 9 0 12 7 7 0 0 11 13 1 4 6 0 13 10 5 14 0 10 0 14 14 0 12 0 14 0 0 10 0 7 1 6 0 5 0 14 3 0 1
split_gain=866.981 1304.55 2653.35 7655.89 4177.57 4686.14 5269.64 4082.09 3706.49 4616.7 6574.64 4110.91 3928.5 3878.61 4523.49 3821.45 4892.75 3702.96 3384.24 3475.64 3195.37 3853.3 3911.6 2908.96 2805.18 2884.83 5603.39 3599.53 6437.33 5966.41 2773.11 2687.74 3011.64 4176.34 2665.72 2914.26 2671.61 2611.01 6269.32 4446.57 3578.33 2423.56 3012.88 3447.83 4245.46 4106.42 5790.2 6442.45 7631.64 4273.19
threshold=1.0000000180025095e-35 25.500000000000004 2841.4711600000005 0.70710784313725505 0.43875000000000003 0.03883861236802414 5.5000000000000009 0.45080645161290328 0.20256410256410259 0.04083333333333334 2.5000000000000004 744.41782253207009 6.5000000000000009 1.5000000000000002 2.5000000000000004 960.44235003207029 722.35747503207006 0.28759398496240607 0.03883861236802414 2889.3091150000005 3.5000000000000004 1.0000000180025095e-35 718.36878003207005 0.28708791208791212 0.32971014492753631 3.5000000000000004 0.27888888888888896 742.6951750320701 0.12347560975609757 960.44235003207029 0.35805860805860812 0.59317129629629639 967.90685753207003 6.5000000000000009 1403.2040600320704 0.040408163265306128 984.47344919873672 979.98498253207015 0.082207207207207214 767.39449753207009 1.5000000000000002 2678.3870350000002 8.5000000000000018 832.93715253206994 5.5000000000000009 1154.1210150320703 0.04819976771196284 37.500000000000007 1030.5273950320702 3585.7070200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 30 20 -6 17 10 -10 -11 13 15 23 16 -12 24 19 -5 -7 -22 -23 -15 25 27 -27 28 -8 -29 -4 32 33 -26 35 -20 -37 38 -9 -40 -41 -3 -43 44 -44 46 -45 49 -49 -48
right_child=1 41 3 18 7 6 8 37 9 11 12 -13 -14 14 -16 -17 -18 -19 34 -21 21 22 -24 -25 31 26 -28 29 -30 -31 -32 -33 -34 -35 -36 36 -38 -39 39 40 -42 42 43 45 -46 -47 47 48 -50 -51
leaf_value=0.00455139486601142 -0.0047525191577689361 0.10146807939628233 -0.61480572989758331 -0.67946285733888889 -1.4481939846819099 -0.18435695584743256 0.56275984703980642 -1.3611583485053136 -0.3347039747936062 -1.1099739936366679 1.0287434299786886 0.11052832372402877 1.835374683567456 1.0276167517012738 -0.22457202956790018 1.2915695981648954 -0.67332174568845515 0.39414762016539734 0.23293262958526612 0.83203759603202343 -0.037400867417454721 -0.25458660446680509 1.0788294302625256 2.4675496393442153 0.75880530642138588 -0.29281930457800626 -1.8664281637379618 -0.86950237122741914 -0.92234553205661285 -0.024584631267498481 0.21365878806923921 -0.9224450164515039 -0.28502272351582847 -0.81436537027359002 -0.20654275970595581 -0.85763921924728026 -1.8829618427061268 0.42465163667996725 0.45285774933298434 -1.3099211995538913 0.13782399239078644 0.0098968700374149395 -0.23786463337700542 -1.9406872789065046 1.3430936044660109 0.11826301903518684 -0.51501763581920779 1.8412303373217584 -0.42046421300619841 -1.9859925202348017
leaf_weight=243001 292247 2899 170 29 33 62 116 52 79 40 24 89 28 47 21 23 57 121 20 32 64 26 143 20 108 72 33 148 39 192 53 23 75 20 75 141 31 45 75 38 31 38269 41 27 29 136 193 25 37 22
leaf_count=243001 292247 2899 170 29 33 62 116 52 79 40 24 89 28 47 21 23 57 121 20 32 64 26 143 20 108 72 33 148 39 192 53 23 75 20 75 141 31 45 75 38 31 38269 41 27 29 136 193 25 37 22
internal_value=0 -0.00328754 -0.00562919 -0.108316 -0.0401656 0.0126585 0.0701531 -0.405115 -0.0121265 0.232095 0.447821 -0.267922 0.728818 0.567446 1.05606 0.154006 -0.169006 -0.122503 -0.558568 0.113455 0.45366 0.623432 0.873689 1.45745 -0.198187 -0.311288 -0.787382 -0.210299 0.189088 -0.392372 -0.417906 0.102083 0.218162 0.512997 -0.712101 -0.909585 -1.04244 -0.262286 -0.420002 -0.0801398 -0.659485 0.0132724 0.00667911 -0.234773 0.417104 -0.338481 -0.542813 -0.406558 0.491509 -0.665536
internal_weight=0 336420 294742 2495 2167 1893 1670 274 1375 428 299 129 220 192 88 104 81 947 328 61 295 233 169 67 826 600 105 495 155 340 223 226 203 128 267 192 172 241 196 144 69 41678 38779 510 70 440 304 277 62 215
internal_count=579421 336420 294742 2495 2167 1893 1670 274 1375 428 299 129 220 192 88 104 81 947 328 61 295 233 169 67 826 600 105 495 155 340 223 226 203 128 267 192 172 241 196 144 69 41678 38779 510 70 440 304 277 62 215
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=51
num_cat=0
split_feature=8 12 0 0 0 10 8 0 13 4 4 3 3 13 3 3 14 0 3 13 1 8 10 5 1 10 1 3 13 11 0 0 8 10 1 13 3 9 14 0 13 14 0 0 13 10 7 4 0 4
split_gain=875.37 1676.7 4512.87 1608.43 4644.96 3618.13 4042.37 4052.41 2601.7 3371.8 4395.55 4531.93 4477.45 4020.44 6080.4 3886.38 2698.22 2089.51 3966.13 2476.52 2398.9 1843.34 2202.47 1752.05 4994.64 3138.39 6599.53 3384.44 6749.64 6232.96 2219.23 2578.2 4183.27 3661.31 7235.37 14387.8 7000.59 5489.58 5415.66 5766.12 7036.47 4814.92 4638.98 9375.04 5631.78 4258.65 3980.19 4036.84 3718.7 3113.98
threshold=5.5000000000000009 9.5000000000000018 1069.5963050320704 728.37736253207004 732.35004669873672 0.6984848484848486 8.5000000000000018 686.82517503207021 0.031754032258064523 6.5000000000000009 4.5000000000000009 26.500000000000004 19.500000000000004 0.46049896049896061 24.500000000000004 24.500000000000004 0.80322580645161301 722.35747503207006 18.500000000000004 0.47140522875816998 2069.9651750000003 7.5000000000000009 0.49418604651162795 7.5000000000000009 3990.9076300000002 0.077935222672064791 2593.3173250000004 24.500000000000004 0.30495169082125612 1.0000000180025095e-35 760.88969503207011 1011.41585003207 8.5000000000000018 0.37668918918918926 3757.3374450000006 0.19292803970223329 30.500000000000004 3.5000000000000004 0.55718954248366026 931.97496003207004 0.031754032258064523 0.28062500000000007 843.37797003206992 905.47011253207006 0.15504807692307696 0.39339826839826847 1.5000000000000002 1.5000000000000002 853.50491753207018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 8 -8 16 10 11 13 -12 14 -10 -14 -2 18 -7 20 -20 22 -15 24 25 27 -27 -6 29 -29 -25 33 -33 34 36 37 46 -36 39 40 -38 42 -42 44 -44 -35 -32 -48 -40 -47
right_child=1 2 -4 4 23 17 7 -9 9 -11 12 -13 15 21 -16 -17 -18 -19 19 -21 -22 -23 -24 30 -26 26 -28 28 -30 -31 31 32 -34 45 35 -37 38 -39 48 -41 41 -43 43 -45 -46 49 47 -49 -50 -51
leaf_value=0.00049816148561751441 1.4096366766960391 1.6800831266811915 -0.12260458062334759 -1.0623776490158505 -0.096152131223700588 0.01130003053005095 0.25274851988587116 2.08110869391398 0.16756527721713302 -0.93397300704833008 -0.54825719118118288 -1.0616317426836168 1.4885003026189476 -0.47159061943180858 1.5861520377227238 0.2649991543686136 -0.080164158940315255 0.69788243878865619 -0.49147514402866366 -0.26141345913342218 -1.771372378151864 0.48674959486181085 0.37052194091834523 0.3002402521755701 -1.4674836264716256 -0.014953492571726257 -0.39939446098604187 1.4804656509782228 -0.46705286042732103 0.14087912966223323 -0.10905232848343226 0.098313766751560824 -0.21094820349212007 1.3624571986820389 -2.5682206361066728 0.71009652093052866 1.209719835989403 -0.71932390744869534 2.2477149031379007 1.6598363325709391 -1.0177458776746477 -1.4906317874789239 -0.02090973362326622 -1.2890302507714793 2.2304451713562012 -0.16960676521476772 0.4324774277837653 -0.6589886240994397 0.44777802824974061 0.13052551013652572
leaf_weight=570057 31 21 41 45 271 189 27 22 221 31 25 37 58 170 35 47 20 24 27 57 32 33 38 217 27 1215 706 71 57 68 545 2320 539 23 42 32 33 26 22 21 35 32 20 22 25 648 38 313 24 741
leaf_count=570057 31 21 41 45 271 189 27 22 221 31 25 37 58 170 35 47 20 24 27 57 32 33 38 217 27 1215 706 71 57 68 545 2320 539 23 42 32 33 26 22 21 35 32 20 22 25 648 38 313 24 741
internal_value=0 -0.0303268 0.487983 -0.0337815 -0.0491975 0.0783826 0.193801 1.07364 0.136009 0.0854208 0.133013 0.00606561 0.654473 0.0855521 0.361513 0.940838 0.825401 -0.200515 -0.271209 -0.731503 -1.18566 -0.207584 -0.317743 -0.0435916 -0.11501 -0.0997183 -0.156242 0.132791 0.449341 0.825128 -0.013428 -0.0258013 0.0400094 -0.0970174 -0.223147 -1.03845 -0.150997 -1.86129 0.336054 0.0980865 -0.0983012 -0.420426 -0.0846749 0.40275 1.22984 0.0128546 -0.278195 -0.540824 1.30862 -0.009493
internal_weight=0 9364 62 9302 8178 1124 795 49 746 695 664 534 130 497 256 105 51 329 305 116 59 241 208 8133 2415 2388 1921 467 196 139 5718 5501 2859 2642 1230 100 1130 68 234 188 167 134 102 67 45 1412 896 351 46 1389
internal_count=579421 9364 62 9302 8178 1124 795 49 746 695 664 534 130 497 256 105 51 329 305 116 59 241 208 8133 2415 2388 1921 467 196 139 5718 5501 2859 2642 1230 100 1130 68 234 188 167 134 102 67 45 1412 896 351 46 1389
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=51
num_cat=0
split_feature=3 1 10 0 0 13 0 1 4 1 0 1 4 4 6 0 4 9 1 8 14 14 10 4 2 10 5 9 0 3 14 11 12 10 10 0 10 11 11 9 5 0 13 14 0 14 13 13 7 13
split_gain=893.963 3463.2 6170.35 3787.09 3209.74 3099.47 4296.63 2962.6 2959.43 3530.26 2885.77 2595.32 2580.14 2397.22 2347.42 7136.8 7020.29 5132.04 5954.82 4924 4821.52 4517.48 4408.65 4331.64 4133.33 7973.57 10540 9079.53 10750.8 8047.56 15139.5 8040.6 10846.9 7716.03 7858.29 7196.08 6645.55 7335.95 11024.3 9302.93 6559.94 7690.34 6510.18 7950.93 9660.66 6746.18 8742.85 8072.22 6611.82 6394.62
threshold=16.500000000000004 1799.8971650000001 0.21132376395534294 628.30594169873677 468.91642503207009 0.53033088235294124 653.65034836540337 1850.8538350000001 5.5000000000000009 1951.0127200000002 686.82517503207021 1995.0656800000004 3.5000000000000004 6.5000000000000009 1.5000000000000002 620.33109169873671 3.5000000000000004 2.5000000000000004 1786.9233750000003 1.5000000000000002 0.077677224736048281 0.65108695652173931 0.084523809523809543 6.5000000000000009 3.5000000000000004 0.78679653679653694 8.5000000000000018 3.5000000000000004 1015.5416250320701 33.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.3133928571428572 0.44281045751633991 872.77063503207012 0.23166368515205729 1.0000000180025095e-35 0.030776515151515155 5.5000000000000009 8.5000000000000018 686.82517503207021 0.14907407407407411 0.20881782945736438 921.51646003207009 0.15075757575757578 0.10435571687840291 0.050641025641025648 2.5000000000000004 0.23606811145510839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 12 7 6 11 -3 10 -10 -5 -6 -4 -1 24 16 17 19 -19 20 -16 -17 -18 -24 -2 27 35 28 29 -26 -31 32 -32 -34 -35 -27 37 -29 -39 42 41 -38 43 45 -45 -40 47 -47 -44 -30
right_child=14 2 3 8 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 21 22 18 -20 -21 -22 -23 23 -25 25 26 -28 36 49 30 31 -33 33 34 -36 -37 40 38 39 -41 -42 -43 48 44 -46 46 -48 -49 -50 -51
leaf_value=-0.0017347025116536468 0.017490645746518343 0.25306429326534274 0.0060554304703214741 0.11745354613869714 0.13156431440629157 -0.11602601091019459 -0.017278737710534349 1.5160949940864858 -0.072786589681868644 -0.28862483978956222 -0.040411326322937341 -0.7102172601867367 -0.21469257668611405 0.057279284613485838 -1.0296869888901712 -0.0039210828692508746 0.019763086730381477 0.83781175129875851 0.012160513426793453 -0.52374863639300651 0.21379391459564281 -0.064294026711200089 0.22788434267862157 0.61084520568718792 0.037489905590066069 -0.51129194020064916 -1.8624670315980911 0.026804605794041161 -1.1491566727119211 2.9136025814414026 -0.72786160147948886 -0.33974769332698573 1.8641172025654769 -1.11507118370222 1.1407269829131188 0.87245135068893431 -0.50785287363071219 -1.9446914827140671 -0.41582210350252713 0.67852455392605115 -1.5596678981930019 -0.048440960879158827 -0.17788204311376268 -0.16573370328137221 1.523027767633137 -1.5332085793873049 -2.3439026508734311 0.22047629585632911 0.50371944371921318 0.68009650733159943
leaf_weight=287782 141218 65 662 1383 3626 1493 5394 26 4434 914 7116 37 2645 7052 36 80575 768 98 804 344 233 14647 1464 370 8317 228 50 3581 113 25 39 107 74 23 47 45 680 36 662 119 40 785 550 312 38 53 44 52 192 23
leaf_count=287782 141218 65 662 1383 3626 1493 5394 26 4434 914 7116 37 2645 7052 36 80575 768 98 804 344 233 14647 1464 370 8317 228 50 3581 113 25 39 107 74 23 47 45 680 36 662 119 40 785 550 312 38 53 44 52 192 23
internal_value=0 -0.0035043 -0.037248 -0.074357 0.0225743 0.0174735 0.0394803 0.61393 -0.0513951 -0.109674 -0.0147228 0.123061 -0.170503 -0.000323174 0.00440275 -0.0076343 0.121271 -0.0498625 0.101865 -0.273123 0.0473801 -0.0132076 0.220912 0.305145 0.0119971 -0.0357881 -0.527671 -0.0258033 0.0423818 0.0562808 0.552421 0.348871 0.751506 1.15217 0.399536 -0.283202 -0.109489 -0.0596619 -0.210117 -0.179234 -0.296181 -0.261683 -0.232872 -0.380737 0.0176175 -0.552653 -1.16058 -0.664717 -0.00151077 -0.839798
internal_weight=0 322629 27795 17154 10641 10550 9057 91 13847 5348 8499 3663 3307 294834 256792 99339 4117 1515 902 613 269 95222 2602 1834 157453 16235 323 15912 8768 8632 315 290 183 144 70 273 7144 5639 2058 2022 1505 1465 1903 1161 350 811 149 105 742 136
internal_count=579421 322629 27795 17154 10641 10550 9057 91 13847 5348 8499 3663 3307 294834 256792 99339 4117 1515 902 613 269 95222 2602 1834 157453 16235 323 15912 8768 8632 315 290 183 144 70 273 7144 5639 2058 2022 1505 1465 1903 1161 350 811 149 105 742 136
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=51
num_cat=0
split_feature=3 1 4 11 10 1 5 0 0 12 8 0 10 10 10 9 10 0 8 1 14 4 7 14 13 3 0 6 4 1 6 4 14 4 1 0 4 7 11 9 14 9 13 10 1 0 1 9 8 14
split_gain=866.706 2988.52 4498.98 3872.64 3814.29 4197.95 3241.9 7495.73 3667.86 2686.9 3301.28 4753.35 3382.5 3377.95 3418.5 3283.25 5570.8 4413.85 3814.55 3760.21 6258.12 3313.09 3121.02 3762.97 3341.89 3218.53 3976.69 3973.46 2992.84 5065.33 2740.61 3911.83 4831.46 3684.36 3550.24 3375.26 3350.13 3247.69 3159.74 5124.54 2964.03 6524.76 4788.94 4588.39 5481.86 3597.39 3095.35 2933.31 2863.54 4019.74
threshold=22.500000000000004 2428.1067250000006 8.5000000000000018 0.050641025641025648 0.22401433691756276 2038.9271700000002 3.5000000000000004 809.05071169873679 746.39816669873687 5.5000000000000009 3.5000000000000004 878.39572336540346 0.17752100840336138 0.57321428571428579 0.096006144393241177 2.5000000000000004 0.23606811145510839 811.40578753207012 1.0000000180025095e-35 2504.0887350000007 0.14119601328903655 5.5000000000000009 2.5000000000000004 0.45080645161290328 0.67028985507246386 20.500000000000004 628.30594169873677 1.5000000000000002 5.5000000000000009 2490.2043650000001 1.0000000180025095e-35 4.5000000000000009 0.18834459459459463 3.5000000000000004 2735.3542650000009 823.07804336540346 3.5000000000000004 1.0000000180025095e-35 0.044466403162055343 2.5000000000000004 0.18834459459459463 2.5000000000000004 0.18065268065268067 0.044466403162055343 2609.2027450000005 848.40826753207011 2533.1724500000005 3.5000000000000004 2.5000000000000004 0.27149877149877155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -7 22 13 12 -12 14 -11 -16 17 -17 -18 -20 -21 -19 25 24 -24 26 27 -3 -25 -30 31 32 36 -34 35 -33 -27 -35 39 -38 45 48 47 -44 -45 46 -37 -43 -42 -50
right_child=-2 9 3 -5 -6 6 7 -9 -10 10 11 -13 -14 -15 15 16 18 21 19 20 -22 -23 23 28 -26 30 -28 -29 29 -31 -32 34 33 37 -36 40 38 -39 -40 -41 41 42 43 44 -46 -47 -48 -49 49 -51
leaf_value=-0.0011018893311143328 0.0089505857629682082 -0.053286710000178955 1.0448896105749061 -0.13047633842844036 0.1010260737777432 -0.35897451382462342 1.7286338470702949 -0.35173345465084604 0.33892874895670527 0.039519516864439122 1.9597714927461412 -0.30517637659060326 0.51118535459041592 0.15370158222496028 -0.43423968283703351 -1.1315632162113038 0.8262280318708648 -0.43052445273650319 -0.60114285926970235 -0.2998668558895588 1.4890361302278259 0.97008193780978536 -0.095881334449845645 -1.5517197844657034 -1.3541275937448849 -0.47751676313140817 -0.2831854788566508 1.0314558997102405 0.017953199383459593 -1.3302682719447398 -0.066694074350592228 -0.067308094985980546 0.36397679867567839 -1.4462758491212717 -0.76958038980762167 0.2301454756682848 -0.096892771849761139 -0.42654047419782731 -0.4371203446099835 1.5263435539675922 0.19751594986980006 0.072663990331765946 0.30450405082741727 1.0094845044003291 2.6874833745956423 -0.074309452449757507 1.2699035629630089 0.91636891929166664 -1.5875455585393041 -0.082858550394682789
leaf_weight=468085 91164 127 83 581 2718 101 43 29 296 1295 27 38 40 1174 382 63 84 57 63 48 33 24 521 33 22 68 1025 46 76 44 8006 849 27 61 48 272 37 64 31 41 384 156 61 88 25 679 32 56 22 92
leaf_count=468085 91164 127 83 581 2718 101 43 29 296 1295 27 38 40 1174 382 63 84 57 63 48 33 24 521 33 22 68 1025 46 76 44 8006 849 27 61 48 272 37 64 31 41 384 156 61 88 25 679 32 56 22 92
internal_value=0 -0.00167119 -0.000216285 0.107428 0.149698 0.389354 0.273342 0.890708 0.161377 -0.0437411 0.0364296 0.588234 1.09494 0.0184527 -0.0590398 -0.228316 -0.0168566 -0.503795 0.290683 -0.0217182 0.428945 -0.01553 -0.0642759 -0.270286 -0.14686 -0.0526159 -0.208335 0.235142 -0.708328 -0.476395 -0.0358079 0.0441387 -0.281826 -0.695356 0.0829384 0.098005 0.0732948 -0.924171 0.41692 0.756347 0.17318 0.306047 0.614634 1.00343 1.38072 0.0536931 0.339594 0.295529 0.0668617 -0.373237
internal_weight=0 488257 471936 3851 3270 552 469 72 397 16321 3328 105 67 3223 2049 754 372 144 228 144 81 81 12993 696 543 12297 1198 173 153 120 11099 3093 329 152 2764 2716 177 125 109 78 1867 884 386 174 113 983 304 212 498 114
internal_count=579421 488257 471936 3851 3270 552 469 72 397 16321 3328 105 67 3223 2049 754 372 144 228 144 81 81 12993 696 543 12297 1198 173 153 120 11099 3093 329 152 2764 2716 177 125 109 78 1867 884 386 174 113 983 304 212 498 114
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=51
num_cat=0
split_feature=8 12 3 1 10 1 6 6 13 4 9 6 13 13 13 13 4 14 14 12 5 14 10 12 8 9 14 11 14 7 8 6 1 10 0 0 2 14 10 1 9 6 11 9 10 8 10 5 10 10
split_gain=884.628 1219.1 1924.26 3647.97 3697.68 2644.22 4393.77 5877.46 20879.7 4374.18 3901.92 8346.32 7834.66 9431.26 7405.38 6029.71 3076.46 4465.09 2529.13 2314.04 2310.25 2254.16 3342.54 2371.99 2348.82 2209.53 2142.14 2086.7 1880.89 4815.98 8759.85 8920.68 6251.51 2432.62 4507.37 2125.43 2079.02 1921.61 1961.77 1866.58 8310.61 4981.84 5231.11 5803.83 9282.5 7683.33 9109.71 19157.6 7904.28 12019.1
threshold=1.0000000180025095e-35 6.5000000000000009 28.500000000000004 3383.3926800000004 0.13714733542319751 3247.4275200000006 4.5000000000000009 3.5000000000000004 0.17752100840336138 5.5000000000000009 3.5000000000000004 2.5000000000000004 0.15075757575757578 0.21132376395534294 0.25265957446808512 0.10620300751879701 9.5000000000000018 0.28062500000000007 0.14459930313588851 2.5000000000000004 3.5000000000000004 0.10762548262548265 0.072299651567944254 4.5000000000000009 1.5000000000000002 6.5000000000000009 0.10762548262548265 0.033908045977011504 0.3623737373737374 2.5000000000000004 1.5000000000000002 1.5000000000000002 3475.2235900000005 0.94590643274853814 993.19139336540354 956.7117450320701 3.5000000000000004 0.34833164812942369 0.79361054766734285 3193.0687900000007 3.5000000000000004 4.5000000000000009 0.33712121212121215 2.5000000000000004 0.6984848484848486 1.5000000000000002 0.27386363636363642 5.5000000000000009 0.23166368515205729 0.20256410256410259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 9 -9 -7 12 21 15 -14 -15 16 17 26 -6 -16 -17 22 27 24 -23 39 -11 -12 37 32 35 -32 33 36 -35 -31 -30 -3 -39 40 41 42 43 44 45 46 -4 -48 49 -47
right_child=1 28 25 4 18 6 -8 8 -10 10 11 -13 13 14 19 20 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 30 31 -33 -34 34 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 48 47 -49 -50 -51
leaf_value=0.0055465524595871727 -0.0029663623547666411 -0.034643373978079164 -0.15569944661340596 1.3612360141216182 -0.56186841343497418 0.62189568918078175 1.251054329276085 -3.522726607322693 0.94164271086454399 -0.86965768933296206 -1.3739267620173368 -1.42031992800308 -3.0067488196221266 0.44700024374893738 -0.6967446468494557 0.19072182955774103 0.36588958214436262 0.10680119375387827 0.72749749301001432 -1.9450547756570757 1.4207426245395955 -0.40139070876218663 0.5036449599499796 1.4006284442441217 0.81195056341015381 0.93632175834090625 -2.2057408656392776 0.019688762937273299 -0.2553154117603233 -1.1147684077918532 2.8740573622562269 0.49676828251073241 -1.4496527139629638 1.8908172371983529 0.12896235382781837 0.30959671119397342 0.5800075616491468 -0.93498766720294957 0.25133201241493225 0.0069196010271416379 -0.30526653875808907 -0.076038737724871047 -0.14100257826386187 0.42071165346901296 0.30201200733485928 -0.028863999238356381 0.076455432772636417 3.6052573900222775 -0.51990215244164706 2.4421996093931657
leaf_weight=192178 356205 14025 81 39 29 62 20 22 20 28 22 33 22 35 27 37 28 30 32 33 26 27 51 29 39 27 21 21 138 20 27 38 28 20 53 22 38 46 20 10621 505 1001 457 999 1303 314 40 25 436 21
leaf_count=192178 356205 14025 81 39 29 62 20 22 20 28 22 33 22 35 27 37 28 30 32 33 26 27 51 29 39 27 21 21 138 20 27 38 28 20 53 22 38 46 20 10621 505 1001 457 999 1303 314 40 25 436 21
internal_value=0 -0.0027526 -0.00164695 -0.00316001 0.600739 -0.00332924 -0.207532 -0.25512 -1.39684 -0.171141 -0.267739 0.0470683 -0.511249 -1.14105 -0.708988 -0.0778001 -0.534785 -0.854012 0.11452 -1.38332 0.698349 0.303279 -0.0439046 0.646808 0.315584 0.0324698 -1.44226 -0.693324 -0.031226 0.187136 0.756939 1.48426 -0.0329681 0.126338 0.611662 -0.368672 -0.0749616 -0.0371766 -0.575497 0.0309256 0.0801281 0.121741 0.175598 0.220546 0.130471 -0.113279 0.551904 1.43369 -0.239241 0.126038
internal_weight=0 387243 372768 356938 100 356838 633 613 42 571 509 222 287 117 95 170 107 79 61 60 63 189 94 95 66 15830 49 43 14475 384 107 65 277 249 73 42 176 14091 66 15803 5182 4677 3676 3219 2220 917 146 65 771 335
internal_count=579421 387243 372768 356938 100 356838 633 613 42 571 509 222 287 117 95 170 107 79 61 60 63 189 94 95 66 15830 49 43 14475 384 107 65 277 249 73 42 176 14091 66 15803 5182 4677 3676 3219 2220 917 146 65 771 335
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=51
num_cat=0
split_feature=7 13 14 14 0 14 0 3 9 14 1 0 14 5 4 1 0 10 12 8 8 5 14 0 8 9 14 1 1 6 0 5 9 0 6 3 1 14 8 3 13 7 5 5 0 8 10 8 1 0
split_gain=922.275 1637.51 3129.05 4809.75 5019.45 3747.26 3083.29 2879.77 10980.6 9235.35 8181.65 4733.15 4618.05 4842.15 5589.92 5691.17 5479.6 4778.63 7295.3 4716.19 5075.96 4597.02 6837.2 4448.78 4225.45 4188.16 5733.28 4045.95 7164.97 3411.09 3186.3 3934.65 3666.84 5337.13 4172.94 5402.57 6966.22 5358.82 3927.43 3833.24 3397.68 3424.44 4809.51 3183.87 6031.53 8755.14 3170.83 5431.94 7035.43 6790.15
threshold=2.5000000000000004 0.52786377708978338 0.037749287749287756 0.03509852216748769 921.51646003207009 0.039230769230769243 935.44215503206999 27.500000000000004 2.5000000000000004 0.21132376395534294 2593.3173250000004 730.3665416987368 0.077677224736048281 2.5000000000000004 9.5000000000000018 2841.4711600000005 748.39401169873679 0.082207207207207214 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 0.17752100840336138 696.34492503207014 1.5000000000000002 2.5000000000000004 0.11237373737373739 2818.4131550000006 2735.3542650000009 3.5000000000000004 1118.5409650320703 2.5000000000000004 4.5000000000000009 809.05071169873679 2.5000000000000004 29.500000000000004 3247.4275200000006 0.16869918699186995 5.5000000000000009 28.500000000000004 0.63762626262626265 4.5000000000000009 6.5000000000000009 6.5000000000000009 1127.0524375320704 3.5000000000000004 0.69337606837606847 4.5000000000000009 2735.3542650000009 1118.5409650320703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 10 9 21 -7 -10 24 14 15 19 17 -15 23 -14 -21 22 43 -19 -12 26 -18 28 -28 -27 31 -13 34 -34 35 37 -37 -33 40 -39 -36 42 -42 -9 45 -45 -11 -48 -49 -50
right_child=1 2 5 4 -6 7 -8 8 11 46 12 30 13 16 -16 -17 25 18 -20 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31 -32 32 33 -35 38 36 -38 39 -40 -41 41 -43 -44 44 -46 -47 47 48 49 -51
leaf_value=0.0014379091802735897 -0.020053402288032481 -0.068681019100400156 1.3812984930502403 -1.6032698247743689 -0.24667252307729937 0.028154612054260533 0.051768060615568448 0.10188266608022874 -0.26231103484447188 -0.56071226891641524 -1.670766818523407 -0.27512580544742593 -0.54971201205462739 0.93809269639077009 -0.72120749807240925 1.4381865265634326 -1.7846439172824224 -1.3448156446218491 0.98035482659059425 1.3287415201796426 -0.35053775052229569 -0.30006065914429819 1.9741272390633822 0.37244933823292908 -0.39505140351898532 -0.74454408737228206 -0.31340078511956149 -0.86884925889246389 0.94897333070880086 -2.1139027005150206 -0.08220066095773991 0.83074531338431612 -1.1552849437509265 0.93800948611621193 1.4338606710787174 -0.13964295612799157 1.8587911530877606 1.7948849156498909 1.6902179004748665 3.7527515107393263 -0.34042612007922601 -0.72961106846729917 1.2103008140458003 3.025038632479581 -0.28993197180330754 0.47924231324877059 0.18236779597672551 0.80808515291322358 -2.1059789266341773 -0.064872407221368375
leaf_weight=512809 50148 447 37 46 67 13439 33 155 65 255 42 34 57 54 51 45 24 48 34 45 30 83 30 22 68 136 171 66 61 21 52 22 21 29 27 37 33 20 30 20 36 30 45 22 30 35 220 22 39 28
leaf_count=512809 50148 447 37 46 67 13439 33 155 65 255 42 34 57 54 51 45 24 48 34 45 30 83 30 22 68 136 171 66 61 21 52 22 21 29 27 37 33 20 30 20 36 30 45 22 30 35 220 22 39 28
internal_value=0 -0.0110697 0.0162941 -0.216032 -0.798916 0.0244745 0.75452 0.0212471 0.15712 -0.0481996 0.00786158 0.533743 -0.271849 -0.19424 0.20123 0.467017 -0.335789 0.174885 -0.221396 0.135937 0.65703 0.351372 0.550154 -0.805104 -0.882143 -0.504237 -0.297763 -0.178014 0.0185165 -0.927707 0.652421 0.751901 0.85167 0.0588258 0.98381 1.40456 0.802476 2.08434 0.653218 2.77382 0.427783 0.183062 0.521089 0.373629 0.857774 1.46183 -0.299703 -0.0843069 -0.743503 -1.25298
internal_weight=0 66612 16464 560 113 15904 70 15834 1420 919 14414 501 975 865 228 177 637 158 104 132 75 355 272 70 110 479 322 298 232 157 436 384 350 50 300 132 70 62 168 40 138 111 81 242 87 57 564 309 89 67
internal_count=579421 66612 16464 560 113 15904 70 15834 1420 919 14414 501 975 865 228 177 637 158 104 132 75 355 272 70 110 479 322 298 232 157 436 384 350 50 300 132 70 62 168 40 138 111 81 242 87 57 564 309 89 67
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=51
num_cat=0
split_feature=11 1 0 12 9 1 0 12 11 4 0 5 13 3 0 1 8 5 5 0 12 5 1 2 11 4 5 2 3 0 11 6 5 5 12 0 14 3 8 8 0 5 10 4 2 0 5 11 3 0
split_gain=822.95 1287.32 3105.99 1351.99 1615.6 1593.07 2412.32 2273.99 1295.3 1181.77 2530.26 6194.42 4004.99 2255.81 1709.03 1595.87 1813.63 3962.37 1501.85 1396.56 1181.14 2041.07 1178.75 1159.88 1081.47 2694.28 1633.49 2097.97 8177.18 5801.23 2547.53 1867.08 1615.49 3479.64 1462.77 1442.82 1437.43 2017.14 1670.64 1330.13 5119.35 2327.43 6377.49 2257.79 1887.84 1861.95 2649.76 1969.12 3159.73 2656.62
threshold=0.93218390804597717 1525.7882200000001 645.81778003207012 5.5000000000000009 1.5000000000000002 3305.7150050000014 1088.5892550320702 2.5000000000000004 0.97530487804878063 7.5000000000000009 820.87770878207004 2.5000000000000004 0.35805860805860812 29.500000000000004 1069.5963050320704 2889.3091150000005 4.5000000000000009 7.5000000000000009 3.5000000000000004 675.10688878207009 3.5000000000000004 7.5000000000000009 2912.4473000000003 2.5000000000000004 0.56330128205128216 6.5000000000000009 9.5000000000000018 3.5000000000000004 23.500000000000004 752.38887753207007 0.71651785714285732 2.5000000000000004 10.500000000000002 9.5000000000000018 7.5000000000000009 1261.1435850320706 0.029857397504456332 27.500000000000004 4.5000000000000009 2.5000000000000004 702.37839753207015 4.5000000000000009 0.13423423423423428 10.500000000000002 3.5000000000000004 1176.0554425320704 8.5000000000000018 0.69631093544137035 32.500000000000007 789.07511336540335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 -2 -3 4 5 9 -7 -8 22 15 11 -11 -13 -12 -15 18 17 -17 -4 -20 -9 -22 -5 -10 -1 26 27 31 -29 -30 -31 34 33 39 -26 36 -28 38 -38 41 -41 43 -43 -27 -45 46 47 48 -42 -49
right_child=1 2 3 8 -6 6 7 20 23 10 13 12 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 32 35 28 29 30 -32 -33 -34 -35 -36 -37 37 -39 -40 40 45 42 -44 44 -46 -47 -48 49 -50 -51
leaf_value=0.00034824476161786165 -0.10073857023947848 0.97227382319314148 0.083173157848735621 -0.065704992516710373 -0.79613867013350781 1.3954648220539094 -0.4422651083082767 1.0018148011962573 -0.16875801047638314 -0.40312672914178282 -0.06036593075757192 1.6518819473502113 0.06531139463186264 -1.4738092827796938 -0.1965665791522373 0.22150742136224918 -0.21474756959237551 1.5882184482853989 0.83777613759040825 0.00027526399659683038 0.75038258527716006 -0.51773346726973124 0.16634128476450963 -0.74810390791227654 -0.0059270369328307563 -0.071977303792157249 0.15562373976553642 -1.6592936844439121 1.0865254276328618 0.19506242301153101 -1.2371213648054336 0.11929305023762918 0.72003368064761164 -1.3866724434353057 -0.22385712877308694 0.41044507130332619 -0.65431229740381247 -1.1381118097257885 0.40103671196848156 1.4931286371434513 0.013614741086362387 -0.43921683224164854 1.3924013763666154 -0.32147880261330758 -1.34143764247065 0.25458971061512253 -1.2458154679089786 0.82762703895568857 1.2022843749523164 -0.34234456556441728
leaf_weight=540652 780 35 5148 1139 23 20 37 30 176 54 1323 41 26 20 22 79 38 29 20 4464 30 22 271 43 19252 2557 31 37 36 23 27 1196 24 21 313 23 40 44 24 23 212 384 20 86 23 181 20 21 25 256
leaf_count=540652 780 35 5148 1139 23 20 37 30 176 54 1323 41 26 20 22 79 38 29 20 4464 30 22 271 43 19252 2557 31 37 36 23 27 1196 24 21 313 23 40 44 24 23 212 384 20 86 23 181 20 21 25 256
internal_value=0 0.0240651 0.0315018 0.0289796 0.0411306 0.0428194 0.37929 0.208504 -0.0562488 0.0386673 -0.0444202 0.393855 1.0362 -0.0832709 -0.804777 0.0512944 0.379432 0.588495 0.0463206 0.00401077 0.502144 0.213872 -0.021106 -0.282511 -0.00059019 -0.0209672 -0.00689228 -0.00443856 -0.416218 0.118594 -0.578317 -0.00199895 -0.0978476 -0.102974 -0.00941347 -0.32321 -0.444606 -0.616894 -0.258556 -0.0958949 0.0246474 -0.124872 -0.348543 -0.0909776 -0.536699 -0.0225905 -0.116541 -0.0726004 0.139002 -0.253646
internal_weight=0 13870 13090 13055 11426 11403 139 119 1629 11264 1486 121 67 1365 42 9778 146 108 9632 4484 82 52 1410 219 565551 24899 21046 20884 123 86 50 20761 3853 3829 19565 162 139 108 64 3808 738 3070 404 2666 109 715 534 514 237 277
internal_count=579421 13870 13090 13055 11426 11403 139 119 1629 11264 1486 121 67 1365 42 9778 146 108 9632 4484 82 52 1410 219 565551 24899 21046 20884 123 86 50 20761 3853 3829 19565 162 139 108 64 3808 738 3070 404 2666 109 715 534 514 237 277
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=51
num_cat=0
split_feature=3 1 14 14 4 10 9 1 8 0 13 1 11 1 1 8 14 10 10 3 9 1 3 9 5 0 6 10 1 0 5 8 13 13 2 5 1 1 13 2 12 6 14 11 10 0 9 0 10 4
split_gain=852.858 3283.78 2547.38 5764.02 5020.31 3848.04 4899.69 2830.56 2913.9 2406.13 3200.54 2164.7 2126.74 2427.46 2599.13 2943.96 2010.84 1834.31 7997.1 9042.88 6752.23 5945.26 6791.25 4563.35 4298.78 3995.03 3842.58 3262.68 4144.48 3189.28 3129.04 3114.69 2843.22 6569.32 3691.36 6948.38 3254.68 2678.77 2631.43 2785.81 2718.19 2955.16 3550.03 4934.28 3794.64 4406.2 3409.65 4800.79 3311.64 3213.9
threshold=17.500000000000004 2002.0500350000002 0.55718954248366026 0.46737588652482276 2.5000000000000004 0.17445652173913045 2.5000000000000004 2069.9651750000003 1.0000000180025095e-35 684.83098003206999 0.11651583710407241 1923.0032150000002 0.063508064516129045 2239.0357150000004 2126.0191350000005 1.0000000180025095e-35 0.11583184257602865 0.81698564593301448 0.68857758620689669 9.5000000000000018 1.5000000000000002 1719.9070999999999 13.500000000000002 2.5000000000000004 1.5000000000000002 655.65993336540339 3.5000000000000004 0.79361054766734285 1233.6989000000001 782.40568753207003 1.0000000180025095e-35 1.5000000000000002 0.13100686498855837 0.41042780748663105 2.5000000000000004 3.5000000000000004 1647.7118200000002 1519.7637400000001 0.096006144393241177 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.13100686498855837 0.05634920634920635 0.17445652173913045 653.65034836540337 2.5000000000000004 600.3071283654034 0.3623737373737374 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 12 -5 7 -7 8 -4 10 -8 -2 13 14 -3 -16 -17 18 38 -20 30 22 27 -23 -22 -25 -26 37 -29 -24 -19 -28 34 -34 -32 36 -36 -21 39 -1 41 -41 -43 44 45 -44 47 48 -46 -50
right_child=11 2 5 4 -6 6 9 -9 -10 -11 -12 -13 -14 -15 15 16 -18 20 19 21 24 23 29 25 26 -27 31 28 -30 -31 32 -33 33 -35 35 -37 -38 -39 -40 40 -42 42 43 -45 46 -47 -48 -49 49 -51
leaf_value=-0.042442464748330577 0.04810470026935057 -0.073752825478646908 -0.85443680918505116 1.3078093889923323 0.17452935683574025 -0.2559301308590598 -0.18775782998531099 -1.0077277849439061 0.0042325590455203977 0.017468002775835025 1.0382524436011034 0.0026154757060160754 0.066017437497619999 0.7646954180616321 -0.10528294616188223 -0.12717746535936991 -0.74822942799730618 0.027916086239698414 -0.12267917338845316 0.1388305130597868 -0.15596543040425348 0.020023140401112638 0.32724491707831044 -0.74095898950411609 -0.02576034207674871 -0.041387711576053081 -0.11169659117502827 0.061031150661322378 -0.26432294612280705 0.14612371457893744 0.0072166945727168532 -1.6032668662922724 -0.050745600319771614 0.0050032937547423205 0.49791872013643712 0.55961347944970463 -0.022872521878908512 -0.019453544942577713 0.004609190122872398 -0.088038978467499127 0.089486987125692655 -0.22076358129834481 0.3726278561085769 -0.32346192747498342 0.038965459713580633 -0.77596829019486913 -0.15870371007506645 -0.13334440400706063 0.1154087936745648 0.67213124057702855
leaf_weight=26603 11008 5447 62 42 564 604 31 87 109 148 68 210593 1011 33 342 75 171 25820 2238 5556 4749 4070 1930 153 6880 175 28 1227 575 1959 32216 28 38568 46769 138 349 920 1324 136912 3155 3570 421 730 259 297 35 529 395 163 285
leaf_count=26603 11008 5447 62 42 564 604 31 87 109 148 68 210593 1011 33 342 75 171 25820 2238 5556 4749 4070 1930 153 6880 175 28 1227 575 1959 32216 28 38568 46769 138 349 920 1324 136912 3155 3570 421 730 259 297 35 529 395 163 285
internal_value=0 -0.00301922 -0.063371 -0.0429255 0.253074 -0.205051 -0.102486 -0.543357 -0.307098 0.272737 0.65435 0.00487515 -0.0682646 -0.0906376 -0.0953147 -0.295055 -0.558884 -0.00149861 0.00503619 0.0662599 -0.00954096 0.0911786 0.126189 -0.0088939 -0.0826641 -0.367712 -0.0324755 0.0769967 -0.0427861 0.236009 -0.00363929 -0.857482 -0.0104883 -0.0201924 0.0141412 0.17269 0.0450568 0.10837 -0.00174718 -0.0256279 0.0198357 -0.0198285 0.04928 0.0914962 0.135652 0.320078 0.0511183 0.148483 0.297908 0.469574
internal_weight=0 357820 8794 7685 606 1109 851 258 171 247 99 221601 7079 6068 6035 588 246 349026 192561 19207 156465 16969 12571 4398 11685 328 6936 8682 1802 3889 144780 56 118960 85337 33623 1407 1058 6880 173354 36442 9839 6269 3114 2693 2434 765 1669 1140 745 448
internal_count=579421 357820 8794 7685 606 1109 851 258 171 247 99 221601 7079 6068 6035 588 246 349026 192561 19207 156465 16969 12571 4398 11685 328 6936 8682 1802 3889 144780 56 118960 85337 33623 1407 1058 6880 173354 36442 9839 6269 3114 2693 2434 765 1669 1140 745 448
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=51
num_cat=0
split_feature=7 3 3 9 0 6 2 0 0 13 10 14 0 14 14 5 6 4 8 5 5 12 13 8 4 13 13 6 10 0 1 14 4 13 13 12 14 14 14 13 10 10 1 14 0 4 7 14 3 5
split_gain=888.468 1379.08 1926.67 2706.79 4663.42 1298.09 3488.58 11451.9 5554.26 8608.35 7839.5 7653.28 12039.5 9936.02 10979.6 9310.22 8645.36 14069.4 10335.8 17334.5 12872 9942.1 7167.59 6414.47 5790.61 4878.68 4347.93 19488.4 4155.95 4091.11 5095.88 4432.51 4606.28 6470.81 4774.57 7038.13 10144.4 8581.38 4811.59 4565.4 4560.75 4352.8 4125.83 5572.07 4513.04 4332.22 7303.68 5844.54 5723.05 4243.25
threshold=1.5000000000000002 42.500000000000007 40.500000000000007 2.5000000000000004 1243.5699533654035 3.5000000000000004 3.5000000000000004 793.40564253207015 804.4082275320701 0.13680926916221037 0.29520697167755999 0.20256410256410259 864.42307003207009 0.3133928571428572 0.40967365967365971 3.5000000000000004 4.5000000000000009 4.5000000000000009 1.5000000000000002 2.5000000000000004 5.5000000000000009 6.5000000000000009 0.17445652173913045 3.5000000000000004 7.5000000000000009 0.56385869565217395 0.10620300751879701 4.5000000000000009 0.13714733542319751 1011.41585003207 1972.1161750000003 0.71651785714285732 4.5000000000000009 0.73431372549019625 0.41042780748663105 3.5000000000000004 0.04819976771196284 0.52440476190476204 0.27149877149877155 0.20942982456140355 0.95916666666666683 0.89087301587301593 2841.4711600000005 0.80322580645161301 890.40783836540334 5.5000000000000009 1.0000000180025095e-35 0.95916666666666683 26.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 29 -8 9 -9 -11 16 23 15 -15 -14 18 -18 19 -10 28 -21 -16 26 -22 -19 -13 -28 -20 30 -7 32 33 34 35 36 39 40 -38 -32 -37 -35 43 44 -33 48 -47 -48 -45 -44
right_child=-2 -3 3 -5 -6 6 7 8 11 10 -12 12 13 14 22 -17 17 25 20 21 24 -23 -24 -25 -26 -27 27 -29 -30 -31 31 42 -34 41 -36 37 38 -39 -40 -41 -42 -43 49 45 -46 46 47 -49 -50 -51
leaf_value=0.0033695321937437213 -0.0064434785795085305 -0.72589450661952681 2.0970905099596298 -0.15048131171394796 -0.036542051434516908 -0.0010197113874594985 0.26775829036855303 0.6004542614732471 -1.4767128476831648 -0.53756060373523962 -3.1484911861626999 2.2342380811274052 2.3053596073672886 -2.8687112525105478 -1.2303537832366098 -0.15200605587712651 -1.5386439540000125 0.66290658268217861 -2.8902444980328994 -0.3582724859317144 -1.0191791732609272 2.3527547205648118 1.0006755501031876 -0.039512549198809123 0.97212847367576938 -0.84182151412963868 -1.4845618436024304 2.5154822916820132 -1.41480421602726 0.038103900210588459 0.21136715292930602 -1.390229903817177 -0.20793421958013836 -0.33860423573676279 0.43430752244979876 0.08606655934233641 -0.7035719981752947 2.2581005877256395 -0.11638303072266053 2.3480463576316835 1.3322968547382663 -1.8018486395992082 -0.15345653196175893 -0.50311137825896746 0.16120617866516115 0.64782371493273005 1.0093454810706051 -0.80693333017957092 1.060318998336792 -1.8798340516430991
leaf_weight=408775 156277 26 21 34 20 3745 1357 21 45 23 23 40 21 24 36 58 44 156 42 24 40 31 24 42 23 25 21 29 35 3768 20 75 2175 68 286 557 244 20 326 20 31 29 24 369 25 129 22 91 25 35
leaf_count=408775 156277 26 21 34 20 3745 1357 21 45 23 23 40 21 24 36 58 44 156 42 24 40 31 24 42 23 25 21 29 35 3768 20 75 2175 68 286 557 244 20 326 20 31 29 24 369 25 129 22 91 25 35
internal_value=0 0.00237973 0.00242448 0.509223 1.05629 0.00233463 -0.0273151 0.0889963 -0.204329 -1.07716 -1.84303 -0.127382 0.27103 -0.303861 -1.06102 0.501218 -0.380138 0.0651891 -0.797633 -0.0211522 -1.35226 1.16976 -0.337942 0.980933 -0.292194 0.455071 1.45714 0.835464 -2.21959 -0.0483366 -0.087503 -0.158358 -0.113174 0.0155599 0.0666157 -0.0197224 -0.259712 0.221056 -0.367741 1.27971 0.151769 -0.776069 -0.372969 -0.308469 -1.00237 -0.199365 0.133653 -0.453322 -0.403909 -1.17758
internal_weight=0 423144 423118 75 41 423043 14268 2184 827 67 46 760 295 163 84 79 465 225 240 100 140 55 60 132 63 181 90 50 77 12084 8316 4571 3776 1601 1504 1218 610 608 570 40 588 97 795 736 100 636 242 113 394 59
internal_count=579421 423144 423118 75 41 423043 14268 2184 827 67 46 760 295 163 84 79 465 225 240 100 140 55 60 132 63 181 90 50 77 12084 8316 4571 3776 1601 1504 1218 610 608 570 40 588 97 795 736 100 636 242 113 394 59
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=51
num_cat=0
split_feature=3 14 4 8 11 3 11 11 13 13 12 11 6 13 13 8 11 0 5 0 13 12 11 4 0 5 0 6 10 10 10 1 12 10 1 13 8 14 4 9 8 8 13 0 14 10 9 14 1 3
split_gain=855.908 2445.6 2966.31 3809.58 3363.75 4513.11 3253.32 6330.56 6676.43 6026.15 5497.78 5910.86 4790.53 6098.99 4064.88 3017.37 5301.17 2507.29 2606.29 2375.25 2285.4 2182.42 3124.6 2815.35 4340.08 7882.87 4407.27 4879.53 7891.58 8288.92 9547.39 24404.9 7957.38 6954.84 7639.17 6747.72 7908.36 11252.6 8312.54 12105.9 7691.67 12297.1 19323.6 6299.92 7992.9 10009.9 11980.5 7990.16 8543.87 5674.61
threshold=22.500000000000004 1.0000000180025095e-35 11.500000000000002 1.5000000000000002 0.033908045977011504 31.500000000000004 0.1012820512820513 0.12660256410256412 0.14459930313588851 0.040408163265306128 6.5000000000000009 0.039230769230769243 1.0000000180025095e-35 0.10762548262548265 0.12660256410256412 2.5000000000000004 0.072299651567944254 875.42535503207012 3.5000000000000004 1332.1595350320702 0.11237373737373739 4.5000000000000009 0.97530487804878063 7.5000000000000009 908.49508003207006 3.5000000000000004 911.92921503207015 2.5000000000000004 0.93440860215053767 0.43826219512195125 0.45080645161290328 3035.3728750000005 1.5000000000000002 0.3623737373737374 2940.4779350000003 0.27386363636363642 2.5000000000000004 0.5270467836257311 6.5000000000000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 0.41042780748663105 1025.5466150320701 0.96225071225071235 0.96225071225071235 2.5000000000000004 0.67054263565891481 3035.3728750000005 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 4 -4 5 -2 10 8 9 -8 15 -12 13 -13 -14 -6 -17 -10 -19 -1 -7 23 -23 24 -3 -26 -27 28 29 33 31 -31 -32 34 -28 36 37 38 39 -36 41 -37 -43 44 47 46 -46 -29 -49 -38
right_child=1 21 3 -5 6 20 7 -9 17 -11 11 12 14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 25 26 27 43 -30 30 32 -33 -34 -35 35 40 49 -39 -40 -41 -42 42 -44 -45 45 -47 -48 48 -50 -51
leaf_value=-0.0015518469629095997 1.6705089991912248 0.00022820942736357137 -1.5111401828435751 0.11849725656211377 0.25284063148542524 -0.61017025492408061 0.48292859792709353 0.10204335637247193 0.91604244868303175 2.4639880832503827 0.74259458493303376 -1.3286340698599817 -0.81566500129564767 0.81011381030082719 -2.2572643921980933 0.10031573524578447 -1.5574851251074247 0.48724646680057049 -0.97168126893043516 -0.44837325875248224 0.84828882785070514 -0.014301233362129252 -0.69292317241539858 -0.010300319669653772 0.20898270793355747 0.50260906223559854 0.025575077163163592 -0.17771323011763521 -0.062487108523747004 -0.22917632482669972 0.70889415000981826 4.3796563316881665 0.17715389351940006 -0.36270746455798919 -0.23444014466725865 0.59523578178333614 -1.3792776478454472 2.3919371884781868 -0.31731727420145439 2.1605159795802571 0.078989269358239009 -0.087394514232873921 3.7893914029002191 0.040216671299364126 -0.47437424521755295 2.3408502891659739 1.2787172291122499 -0.60249734759712836 -2.5937860488891604 0.01601796512654342
leaf_weight=488138 32 17739 26 32 271 22 28 2289 29 34 27 24 53 30 31 62 28 24 25 119 21 30403 68 22537 3326 201 2741 1654 2682 27 355 20 1358 347 39 114 32 32 90 46 98 20 36 3410 108 24 61 156 25 327
leaf_count=488138 32 17739 26 32 271 22 28 2289 29 34 27 24 53 30 31 62 28 24 25 119 21 30403 68 22537 3326 201 2741 1654 2682 27 355 20 1358 347 39 114 32 32 90 46 98 20 36 3410 108 24 61 156 25 327
internal_value=0 0.00889465 0.096367 -0.61203 0.109927 0.771288 0.0931413 0.141969 0.794748 1.56932 -0.132337 -0.610541 -0.875284 -0.140441 -1.34768 0.0862321 -0.415445 0.179066 -0.257104 -0.00166075 0.1021 0.00582781 -0.0158157 0.0172764 0.0349991 0.0705926 0.0377221 0.030952 0.0788955 0.145631 0.325931 1.73203 0.287351 0.0647208 0.106208 0.371215 0.175486 0.667749 0.352469 1.06165 0.784582 1.19134 2.40483 -0.0427884 -0.182358 0.429791 0.158398 -0.246742 -0.877537 -0.108354
internal_weight=0 91164 3088 58 3030 75 2955 2429 140 62 526 165 138 54 84 361 90 78 49 488257 43 88076 30471 57605 35068 17329 14003 13802 8364 5682 1760 47 1713 3922 3575 834 566 207 175 85 268 170 56 5438 2028 193 169 1835 181 359
internal_count=579421 91164 3088 58 3030 75 2955 2429 140 62 526 165 138 54 84 361 90 78 49 488257 43 88076 30471 57605 35068 17329 14003 13802 8364 5682 1760 47 1713 3922 3575 834 566 207 175 85 268 170 56 5438 2028 193 169 1835 181 359
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=51
num_cat=0
split_feature=7 0 5 10 14 0 12 8 10 5 0 3 5 12 10 4 0 13 12 14 1 9 1 14 5 14 3 7 11 14 4 4 14 11 14 12 10 10 10 11 4 12 13 1 10 9 12 5 1 10
split_gain=900.547 1837.85 4413.05 2834.18 4353.17 2638.13 6099.64 5873.46 3721.57 3343.07 2910.48 5586.88 4040.62 2986.12 2912.18 3302.44 2564.78 2548.66 2471.52 2443.83 2442.28 6223.8 4184.56 3514.58 2543.32 3342.9 2689.82 3815.52 3028.18 3742.61 2599.44 2453.2 4487.63 2871.05 8063.89 2560.38 8307.42 3204.16 3083.46 2450.24 2352.22 2330.65 2310.29 2206.21 3722.71 2978.2 2859.98 2973.23 2438.69 5376.74
threshold=4.5000000000000009 809.05071169873679 10.500000000000002 0.95060975609756104 0.084523809523809543 827.94593753207016 4.5000000000000009 3.5000000000000004 0.23904761904761906 6.5000000000000009 848.40826753207011 26.500000000000004 6.5000000000000009 3.5000000000000004 0.10620300751879701 7.5000000000000009 856.39868169873671 0.42640692640692646 3.5000000000000004 0.17445652173913045 3193.0687900000007 3.5000000000000004 2754.3987100000004 0.46737588652482276 7.5000000000000009 0.032795698924731186 30.500000000000004 7.5000000000000009 0.29893617021276603 0.03509852216748769 4.5000000000000009 3.5000000000000004 0.23205128205128209 0.037749287749287756 0.04210992907801419 3.5000000000000004 0.31909090909090915 0.091966173361522213 0.037749287749287756 0.036375661375661381 6.5000000000000009 2.5000000000000004 0.080540540540540564 2194.0559150000004 0.03509852216748769 2.5000000000000004 2.5000000000000004 3.5000000000000004 2277.1025750000003 0.16441441441441443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 -5 6 7 9 -8 -3 11 12 13 14 -7 -16 -12 18 -6 -4 22 -22 23 31 25 -24 27 28 29 -27 -26 43 33 34 -33 37 -37 38 -36 -31 -39 -13 -15 45 -45 -2 47 -47 -46 -50
right_child=1 5 19 4 17 10 8 -9 -10 -11 16 41 -14 42 15 -17 -18 -19 -20 -21 21 -23 24 -25 30 26 -28 -29 -30 39 -32 32 -34 -35 35 36 -38 40 -40 -41 -42 -43 -44 44 48 46 -48 -49 49 -51
leaf_value=0.00057363273938105554 0.0017145052837564592 -0.0888847683556378 -1.5373431146144867 1.2756208556038995 0.69784918672364693 0.90494268857168425 -0.55541456858317051 -1.2446981415507341 -2.2260959604444603 1.1048863775455036 -0.40035706327784637 1.4245988604541009 1.1963699913024903 -0.114798461326531 -0.27246088972137233 1.0919317132234574 -0.045847634315213236 -0.14910182566565322 -0.16944615134726401 -0.2857208802149846 -1.8590539797492651 0.52206282502128964 1.5802833166989414 0.096605813207114311 0.28499036575357123 -0.81355017224947612 1.0185567729795972 -0.99646332313617081 -0.82623323202133181 0.39511386320999503 -1.0956810431480408 1.6345296559731164 -0.58416613529839401 -0.61767609417438507 -0.15736162662506104 -0.57625051736831667 2.0204843228513543 -0.62259024960893983 1.2904679656028748 1.412055310377708 0.22929049960914114 0.4855425749678256 -1.3778117634852727 0.68134539956982076 -0.90144029404310622 1.8809030751912641 0.026991480340560276 0.30134083655747501 -0.96173848603901113 0.25302026698199831
leaf_weight=567408 470 240 26 42 115 33 30 42 24 26 210 39 25 28 157 20 7236 127 46 39 23 21 22 1373 30 24 48 24 22 267 25 30 268 74 38 28 22 142 24 26 42 82 30 37 68 26 42 22 57 101
leaf_count=567408 470 240 26 42 115 33 30 42 24 26 210 39 25 28 157 20 7236 127 46 39 23 21 22 1373 30 24 48 24 22 267 25 30 268 74 38 28 22 142 24 26 42 82 30 37 68 26 42 22 57 101
internal_value=0 -0.0270943 0.0305081 0.0447585 0.32454 -0.0536536 -0.3176 -0.145723 -1.29794 0.0277996 -0.0414973 0.216569 -0.019502 -0.132923 0.0425018 -0.118292 -0.0558459 0.185841 0.450051 -0.78637 0.0175713 -0.722612 0.0272873 -0.0188335 0.297963 0.379326 0.315042 0.222015 0.308279 0.387015 -0.342588 -0.125137 -0.267514 -0.0553566 0.0722865 -0.0860489 0.566313 -0.218643 0.403089 0.485354 -0.428139 0.788214 -0.768081 -0.00957445 -0.248487 0.102629 0.629629 1.15694 -0.400717 -0.185215
internal_weight=0 12013 3791 3726 330 8222 362 308 54 266 7860 414 293 268 210 177 7446 288 161 65 3396 44 3352 2864 488 433 411 363 339 317 55 1491 668 400 326 296 50 246 62 293 184 121 58 823 263 560 90 48 226 158
internal_count=579421 12013 3791 3726 330 8222 362 308 54 266 7860 414 293 268 210 177 7446 288 161 65 3396 44 3352 2864 488 433 411 363 339 317 55 1491 668 400 326 296 50 246 62 293 184 121 58 823 263 560 90 48 226 158
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=51
num_cat=0
split_feature=8 12 13 0 0 0 12 12 9 6 10 5 14 13 1 5 4 11 0 14 11 11 12 13 10 13 3 3 14 14 14 7 14 12 11 5 1 14 1 13 13 5 0 13 11 0 13 11 13 10
split_gain=815.275 2150.28 4011.99 5556.85 4759.44 2688.35 3202.19 2133.3 1970.19 5391.4 5308.63 7055.22 4774.47 5334.79 3922.59 4877.13 5459.01 5116.24 8916.83 8676.93 6945.68 4102.54 3795.01 4130.41 3761.46 3681.87 5397.58 7596.18 5256.13 3508.44 7485.57 3542.07 3435.44 3181.35 3134.02 3081.83 5071.05 4803.56 4591.86 2812.03 5103.94 3632.47 2777.34 4621.06 2747.46 8999.61 3763.81 3532.5 2635.7 5630.37
threshold=2.5000000000000004 11.500000000000002 0.04819976771196284 1118.5409650320703 1057.5680575320705 1332.1595350320702 13.500000000000002 12.500000000000002 4.5000000000000009 4.5000000000000009 0.44590643274853808 3.5000000000000004 0.29864864864864871 0.38585607940446659 3475.2235900000005 1.5000000000000002 9.5000000000000018 0.14495798319327732 1030.5273950320702 0.15504807692307696 0.26393188854489169 0.096006144393241177 8.5000000000000018 0.040408163265306128 0.30151515151515157 0.033908045977011504 36.500000000000007 34.500000000000007 0.087595907928388769 0.040408163265306128 0.037749287749287756 1.5000000000000002 0.15075757575757578 5.5000000000000009 0.39009661835748799 1.5000000000000002 3247.4275200000006 0.21807065217391305 3383.3926800000004 0.18834459459459463 0.13423423423423428 2.5000000000000004 864.42307003207009 0.13680926916221037 0.18834459459459463 773.89375253207015 0.11651583710407241 0.16064516129032261 0.21807065217391305 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 5 4 -4 6 7 -3 -1 10 14 -12 13 -11 22 16 -16 21 19 20 -19 24 29 -24 25 28 27 48 -17 30 31 39 -30 -33 35 36 -31 -38 44 40 -10 -41 43 -40 47 -46 -47 -37 49 -27
right_child=1 2 3 -5 -6 -7 -8 -9 9 12 11 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 32 34 -32 33 -34 -35 -36 38 37 -39 42 41 -42 -43 -44 -45 45 46 -48 -49 -50 -51
leaf_value=0.0022627240502076525 -0.0090527644907175339 -0.67647857659806809 0.73584348802558253 -0.15629961071787657 2.6598467063903808 0.81896481568163093 -1.5158777397871017 0.65684497791032004 -0.46438594869204936 1.8665045579759085 -0.3695940969621434 -2.5062130326032639 -0.11628911936283111 -0.063799398231574087 2.3171507271853362 -1.6305568606765182 0.15729575634002688 -2.9806609942362861 1.1771168993543024 0.39411853185066814 -0.56642298698425297 1.5435661753018699 0.14133538961410524 -1.7139290523529054 1.5090787038207054 -0.14458014965057372 -0.72514499454963499 1.8889996185022242 1.0254292233423754 0.017918421789554516 -1.9073957550910212 -0.21769614340954049 -0.74180686582218525 1.1376145192261402 0.86284595897628202 -0.10820554831782397 1.8837252415459731 -0.13076805621385576 -2.5103602254390718 0.66488155610859401 -2.2419070953414555 -0.91335776889324194 0.0017736533413762632 -0.57267855741083629 -1.6843354655636682 1.0326293419514385 -0.54368457812251469 0.85351401406985061 -0.47723198876931117 1.4382587759118333
leaf_weight=479045 96134 24 36 37 20 22 20 24 70 41 68 20 50 22 22 27 25 26 23 26 22 24 20 30 20 55 41 34 22 937 31 43 22 29 36 1846 29 20 20 35 21 25 23 32 45 28 33 39 39 38
leaf_count=479045 96134 24 36 37 20 22 20 24 70 41 68 20 50 22 22 27 25 26 23 26 22 24 20 30 20 55 41 34 22 937 31 43 22 29 36 1846 29 20 20 35 21 25 23 32 45 28 33 39 39 38
internal_value=0 -0.00840086 0.334058 0.794669 1.42299 -0.141906 -0.452776 -0.0098168 0.00167489 -0.0677016 -0.0872046 -0.855189 0.613351 1.19243 -0.0696871 0.202358 1.16829 0.0940072 -0.542657 -1.07718 -1.87414 0.285797 -0.107061 -0.971823 0.184501 0.0892071 0.302343 0.55612 -0.532188 -0.0941234 -0.451376 -0.24897 0.141811 0.328193 -0.064738 -0.0756793 0.0697791 1.06148 -0.1451 -0.524173 -0.874583 0.00728184 -0.913228 -1.31794 -0.116164 -0.611538 0.179869 -0.0883079 0.212802 0.502171
internal_weight=0 96317 183 93 56 90 68 48 483104 4059 3946 88 113 63 3858 466 47 419 97 74 48 322 3392 50 298 278 207 166 71 3342 254 223 44 72 3088 3052 986 49 2066 151 91 60 75 52 1991 106 61 1885 132 93
internal_count=579421 96317 183 93 56 90 68 48 483104 4059 3946 88 113 63 3858 466 47 419 97 74 48 322 3392 50 298 278 207 166 71 3342 254 223 44 72 3088 3052 986 49 2066 151 91 60 75 52 1991 106 61 1885 132 93
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=51
num_cat=0
split_feature=3 0 10 10 9 0 6 3 0 14 14 1 14 10 2 6 13 3 12 10 6 14 3 3 6 5 8 12 4 9 12 13 10 13 4 10 1 7 6 13 1 1 8 14 0 10 3 0 5 0
split_gain=848.521 3002.32 2169.89 10610.6 11067.6 12062.8 10748.3 16799.8 7821.72 7222.67 9554.86 6874.02 6524.88 6018.44 7872.44 14008 11720.3 7421.21 6564.48 6203.46 5810.81 6897.46 5602.11 8739.65 5523.97 10017.4 8599.48 7822.17 12353.2 6224.15 6206.41 8566.37 8124.47 10526.6 11417.1 9071.86 8226.57 5813.01 5797.49 8788.1 6014.95 8200.43 5431.98 10361.3 10248.2 8975.68 8812.39 6966.2 5319.59 6757.57
threshold=18.500000000000004 1075.5508225320702 0.80277777777777792 0.9104278074866311 2.5000000000000004 1030.5273950320702 1.5000000000000002 30.500000000000004 720.37334503207001 0.84731934731934744 0.45080645161290328 3305.7150050000014 0.89039039039039047 0.49418604651162795 2.5000000000000004 1.5000000000000002 0.47722567287784684 20.500000000000004 4.5000000000000009 0.24695121951219515 3.5000000000000004 0.70659971305595415 27.500000000000004 23.500000000000004 1.5000000000000002 5.5000000000000009 2.5000000000000004 6.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 0.19292803970223329 0.79057017543859665 0.03883861236802414 4.5000000000000009 0.61651583710407254 2428.1067250000006 1.0000000180025095e-35 1.0000000180025095e-35 0.091966173361522213 2350.1179550000002 2735.3542650000009 1.5000000000000002 0.72850122850122856 832.93715253206994 0.83130081300813019 22.500000000000004 813.67629336540347 9.5000000000000018 1165.0077825320702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 8 7 11 -4 10 -10 -7 -11 19 15 16 17 -15 -19 -2 42 -22 23 -14 25 -16 38 -28 -29 30 31 32 35 34 -34 -26 -37 -32 -27 -40 -41 -42 44 45 -12 47 -45 -44 -8 -50
right_child=2 -3 3 -5 -6 6 48 -9 9 12 20 -13 22 14 24 -17 -18 18 -20 -21 21 -23 -24 -25 29 26 27 28 -30 -31 37 -33 33 -35 -36 36 -38 -39 39 40 41 -43 43 46 -46 -47 -48 -49 49 -51
leaf_value=-0.0020720996811093568 -0.0045161033246556735 -0.12987153686191755 -0.025440651708390397 0.003714381034811632 -0.31837975054183631 0.10964175831261087 -0.30216143984920429 1.5891865084377619 0.28077725411183402 -1.5038627147674561 0.63631968994935351 -1.7121589012089231 0.16073041168419092 -0.054415041730426786 -0.076232240937143564 -0.14540668685662331 0.48176291782431263 0.32174037827638191 -0.070771392952582377 0.049520844121941167 0.45690806433558467 -1.7065195655822756 1.2710792014675756 -1.3178062462339215 -0.0027303230886289559 -0.9474302147137057 -0.25713647222198571 -0.03253977275250132 2.3069519098727933 -0.39814696491902657 0.57166658401165482 0.062321604001222768 3.3980530655902363 -0.043952583489210717 0.39114901508603778 -0.59558695770501957 -0.16898208436572726 0.076150742784925424 0.44977034466835308 0.0058211452787121139 -1.9727462500333788 -0.36318587994397578 0.27025596987117423 0.6264757493460501 2.011208503984887 0.54576302891198014 2.9121775763650097 -2.2187670396721884 1.7644543413458198 -0.34313559337751942
leaf_weight=386987 82608 1847 803 43652 515 1507 1034 78 2925 32 132 21 185 2227 8283 2615 835 1476 599 28600 56 20 31 51 1685 303 1428 83 31 419 320 4202 23 92 28 695 1293 910 98 75 60 67 22 37 92 224 31 23 29 32
leaf_count=386987 82608 1847 803 43652 515 1507 1034 78 2925 32 132 21 185 2227 8283 2615 835 1476 599 28600 56 20 31 51 1685 303 1428 83 31 419 320 4202 23 92 28 695 1293 910 98 75 60 67 22 37 92 224 31 23 29 32
internal_value=0 -0.00267916 0.005466 0.0229938 0.129794 0.161132 -0.00703989 0.157678 0.258524 0.317582 0.357209 0.0846039 -0.154492 -0.00102957 -0.0426041 0.0430015 0.138911 0.072365 0.208432 0.00938089 0.708169 -0.112415 0.0072302 -0.158784 -0.075628 -0.126109 -0.318709 -0.193499 0.603638 -0.0211732 -0.00409361 -0.0361796 -0.144645 0.594851 1.7472 -0.173435 -0.318122 0.205065 -0.638898 -0.32728 -0.704266 -1.12361 0.819336 0.565644 1.20101 0.286858 1.66849 -1.00191 -0.248627 0.658833
internal_weight=0 388834 190587 51532 7880 7365 2701 1606 4664 3861 3562 1528 299 139055 27847 7752 5137 4302 2075 111208 637 76 267 236 20095 10428 2145 1542 114 9667 9248 8018 3816 143 51 3673 1988 1230 603 300 202 127 561 337 224 269 68 45 1095 61
internal_count=579421 388834 190587 51532 7880 7365 2701 1606 4664 3861 3562 1528 299 139055 27847 7752 5137 4302 2075 111208 637 76 267 236 20095 10428 2145 1542 114 9667 9248 8018 3816 143 51 3673 1988 1230 603 300 202 127 561 337 224 269 68 45 1095 61
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=51
num_cat=0
split_feature=7 3 1 10 0 12 0 7 10 4 1 0 0 12 0 13 7 10 5 12 6 0 12 7 0 10 13 1 14 13 8 13 5 4 13 13 4 8 9 0 4 0 9 13 12 7 14 0 6 13
split_gain=839.143 1346.18 3486.84 5322.35 5057.09 10097.2 10126.1 7280.75 8988.27 9870.48 5374.52 6106.86 5274.83 6866.3 5884.97 5274.23 5081.58 6089.36 4610.05 6154.38 4547.56 5404.14 4779.77 4692 6926.26 6714.96 5629.61 4750.48 4631.1 4421.48 6641.12 6154.14 5922.91 5587.64 4853.91 4658.05 4237.53 5996.5 4221.87 5381.71 4203.05 4147.54 4103.82 3628.66 5095.33 3728.6 4820.78 4682.06 3925.21 3468.13
threshold=3.5000000000000004 24.500000000000004 2775.3070650000004 0.73798627002288331 1165.0077825320702 7.5000000000000009 853.50491753207018 2.5000000000000004 0.96076923076923093 4.5000000000000009 2678.3870350000002 872.77063503207012 858.97015253207007 6.5000000000000009 915.06066003207002 0.43875000000000003 1.0000000180025095e-35 0.88348416289592768 9.5000000000000018 4.5000000000000009 4.5000000000000009 684.83098003206999 5.5000000000000009 2.5000000000000004 918.45581253207013 0.47722567287784684 0.11834733893557424 2754.3987100000004 0.070598006644518277 0.14459930313588851 4.5000000000000009 0.31909090909090915 8.5000000000000018 5.5000000000000009 0.036375661375661381 0.23904761904761906 4.5000000000000009 2.5000000000000004 3.5000000000000004 832.93715253206994 6.5000000000000009 905.47011253207006 4.5000000000000009 0.62678571428571439 1.5000000000000002 1.0000000180025095e-35 0.31909090909090915 880.97333003207029 1.5000000000000002 0.19292803970223329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 5 6 18 12 9 -9 11 -10 -8 14 29 -11 -16 -18 19 36 22 -22 23 28 25 27 -27 38 -3 34 32 35 43 -33 -14 -32 -5 -38 -25 -40 -12 -15 -30 44 -31 -46 47 -47 -49 -28
right_child=-2 2 -4 4 -6 -7 7 8 10 15 40 -13 13 41 16 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 49 -29 42 30 31 33 -34 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 45 46 -48 48 -50 -51
leaf_value=-0.00066673959446477153 -0.016930503595882832 -0.15676098833191726 0.003758090318917072 1.0242418114344278 0.049732273522969404 -1.6585237594751214 1.5513527672963612 0.049267612342481261 -0.35451304936409 1.9051113785678195 0.29726010184538992 1.6579014674613353 0.35360426559396418 2.4498020822351632 1.6311653386714848 0.58035503167372482 -0.73956139617496075 0.73009862347291066 -0.66385630914288718 -1.1327467708903201 0.38459646711470907 -0.40064339516303876 -0.21554620487146081 -0.24689159919515791 0.26161468688268869 0.084371712966398768 -2.1540230255860551 1.1804361777646202 0.2016831274213311 -1.4030795397965805 0.79984618484973913 -0.48978768376743098 -1.3491618965353285 1.6166889619827272 -0.52980196475206565 2.9084771069613371 0.70229049260799714 -0.6362150903008339 -0.17867368039693321 1.393418775694935 -1.2582196801900865 0.52924802342186805 -0.85828137156125672 0.9654287000186742 -0.80765212582003698 1.1470929836404735 1.4397083717233996 0.51271661173912786 -0.95639476166530091 -0.86754797691548324
leaf_weight=503735 27867 450 38673 60 1654 26 33 54 25 131 38 38 92 22 43 39 36 130 117 34 108 465 625 583 402 55 26 28 2853 23 20 34 28 20 192 22 65 69 51 38 32 23 37 48 31 29 34 31 44 108
leaf_count=503735 27867 450 38673 60 1654 26 33 54 25 131 38 38 92 22 43 39 36 130 117 34 108 465 625 583 402 55 26 28 2853 23 20 34 28 20 192 22 65 69 51 38 32 23 37 48 31 29 34 31 44 108
internal_value=0 0.000855406 0.01689 0.072417 0.173542 0.296682 0.327736 0.456257 0.840432 1.22707 0.18925 0.859324 0.309573 0.264142 0.200919 1.6012 0.662338 0.411377 -0.153565 0.108295 0.0148715 -0.25264 0.0440351 0.0790682 -0.0828337 -0.238591 -0.76751 -0.0957829 0.141648 0.0520967 0.282827 0.996504 0.0271814 0.290389 -0.243628 1.90437 0.325797 0.01306 -0.148959 0.492557 -0.413816 1.46819 0.188113 0.187755 -0.00666364 0.183381 0.406005 0.0680629 -0.349162 -1.11716
internal_weight=0 551554 47819 9146 3317 1663 1637 1292 357 224 133 63 935 902 857 170 209 166 345 228 5829 573 5256 4631 1291 889 189 700 3340 648 364 96 268 54 284 42 194 134 672 89 70 45 2890 240 192 169 138 104 75 134
internal_count=579421 551554 47819 9146 3317 1663 1637 1292 357 224 133 63 935 902 857 170 209 166 345 228 5829 573 5256 4631 1291 889 189 700 3340 648 364 96 268 54 284 42 194 134 672 89 70 45 2890 240 192 169 138 104 75 134
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=51
num_cat=0
split_feature=7 0 10 4 14 13 12 1 8 8 6 14 13 6 5 1 1 13 4 5 3 1 1 5 12 1 0 14 10 1 9 0 12 0 14 0 6 4 14 13 0 10 0 14 0 4 10 10 10 13
split_gain=810.094 1323.56 4271.81 4251.07 2977.94 6075.19 5729.77 4822.52 3583.02 3176.09 2927.04 2782.28 2737.28 4272.1 3672.1 4641.1 4427.65 3525.83 3481.92 3126.02 2727.89 5093.74 3347.99 2648.59 2929.52 2599.12 3811.22 7223.01 6708.17 13014.6 5441.46 5350.67 4958.41 5440.68 7573.18 4645.45 4660.21 4626.69 4500.16 8533.34 6539.27 6461.35 5425.45 4133.13 4084.69 3690.34 7786.86 7414.12 8047.65 4449.88
threshold=1.0000000180025095e-35 867.39038253207002 0.93844696969696983 7.5000000000000009 0.95553359683794481 0.54415584415584417 1.5000000000000002 2009.9685250000002 1.5000000000000002 6.5000000000000009 2.5000000000000004 0.15894736842105264 0.084523809523809543 1.5000000000000002 5.5000000000000009 2533.1724500000005 1876.8972250000002 0.10762548262548265 6.5000000000000009 3.5000000000000004 20.500000000000004 2100.9616750000005 1731.8666800000003 2.5000000000000004 4.5000000000000009 2940.4779350000003 804.4082275320701 0.63762626262626265 0.19139194139194141 3247.4275200000006 2.5000000000000004 771.8522800320701 9.5000000000000018 820.87770878207004 0.20256410256410259 845.88457503207007 1.0000000180025095e-35 7.5000000000000009 0.29520697167755999 0.067424242424242428 835.41881669873692 0.41763565891472876 827.94593753207016 0.10762548262548265 840.46259753207016 7.5000000000000009 0.12347560975609757 0.19722222222222227 0.33771929824561409 0.16869918699186995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 9 10 -8 -9 12 -7 -10 13 19 15 17 -16 23 -15 -4 21 22 -6 24 -14 -1 27 45 29 37 -30 -29 33 34 -31 44 -37 -28 39 40 -32 -41 -40 -38 -35 46 49 -47 -49 -27
right_child=-2 -3 3 -5 20 6 7 8 11 -11 -12 -13 14 18 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 31 30 32 38 -33 -34 35 -36 36 43 -39 42 41 -42 -43 -44 -45 -46 47 -48 48 -50 -51
leaf_value=0.0037705310314209255 -0.003177851366900786 0.018176669342268231 -0.30927120877199127 0.16947189319139855 -0.26857581781962564 0.047744053971859837 -0.2104612891440806 -2.179174836874008 -0.34871138587142481 -1.2445272569656374 -0.84714749204177486 -1.7637720594182611 -1.0978308716365559 -0.69933040490921805 -0.48168287076987326 -1.0753996117661397 0.44681853068365646 -0.13093550655461977 0.36433335014751983 0.14969580372913177 1.0595879151965633 -1.3911935147785006 0.70606598041951663 0.64474411887723371 0.44419975195612227 -0.43286950348035225 0.27371142685413358 -0.42239789234267344 -0.80322079722370432 -0.55830784610619666 0.51928599204706116 -2.4745118342987555 1.1141370162367821 -0.19712964910727282 -2.9623735724389557 0.42037000656127932 -1.8697242283239597 1.8252033462395538 0.27589447064833211 1.4576798181298753 -1.8171357259750367 -0.20248524908508575 2.3292478231172407 -0.53259510161741719 1.1545557313495214 0.28620886117145844 0.078962298257956434 -1.4142521723099646 -0.0059414352894875044 -1.24398738475897
leaf_weight=183242 336420 54183 331 489 63 129 46 40 33 25 51 24 22 255 64 48 260 1282 35 269 33 21 80 109 28 248 40 27 28 38 23 24 20 130 20 25 41 37 22 71 25 35 31 53 27 352 252 63 114 93
leaf_count=183242 336420 54183 331 489 63 129 46 40 33 25 51 24 22 255 64 48 260 1282 35 269 33 21 80 109 28 248 40 27 28 38 23 24 20 130 20 25 41 37 22 71 25 35 31 53 27 352 252 63 114 93
internal_value=0 0.00439954 0.000446072 -0.105407 -0.146791 -0.171122 -0.581213 -1.05375 -1.45366 -0.122567 -0.205809 -0.944526 -0.11219 -0.255818 -0.0416828 -0.10807 0.263411 -0.075848 -0.570957 -0.103501 0.230032 0.0631094 0.276678 0.368317 -0.234294 0.00258337 -0.115708 -0.224183 0.0753444 -0.159003 0.505147 -1.3881 -0.415286 -0.506868 -1.3873 -0.321851 -0.793084 1.01923 0.682125 0.408594 -0.6976 0.909512 1.47691 -1.11581 0.0353258 -0.171278 -0.34257 0.0207378 -0.507205 -0.654083
internal_weight=0 243001 188818 3737 3248 3051 323 143 97 2728 180 57 2703 890 1813 1489 324 1441 290 600 197 164 143 159 50 185081 1839 1173 666 431 235 51 354 334 58 276 119 77 207 154 48 106 53 94 157 1122 593 529 177 341
internal_count=579421 243001 188818 3737 3248 3051 323 143 97 2728 180 57 2703 890 1813 1489 324 1441 290 600 197 164 143 159 50 185081 1839 1173 666 431 235 51 354 334 58 276 119 77 207 154 48 106 53 94 157 1122 593 529 177 341
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=51
num_cat=0
split_feature=3 1 3 1 14 6 0 1 5 1 9 10 10 5 10 0 3 0 4 5 6 7 0 1 3 10 10 10 9 0 10 10 10 9 0 0 10 4 3 1 4 2 14 0 13 0 14 3 13 9
split_gain=785.463 6210.32 3185.36 2359.95 1978.86 1962.14 1719.37 3056.9 2176.25 2965.88 1702.29 1728.83 2610.12 2141.83 1847.1 1656.03 4218.39 2890.07 2595.78 1603.1 1566.86 1484.17 1477.28 1558.75 4605.98 3107.83 10464 3285.63 2748.26 2436.99 2226.15 6628.64 2318.88 3209.65 6144.41 2911.82 2551.82 2234.52 1839.86 2762.05 1782.67 4743.38 9390.49 7687.11 10589.8 10360.9 8779.16 12078.2 10182.4 7661.96
threshold=10.500000000000002 1233.6989000000001 9.5000000000000018 1319.6255250000002 0.79705882352941193 3.5000000000000004 414.71305928207005 1525.7882200000001 1.5000000000000002 1233.6989000000001 3.5000000000000004 0.71240601503759404 0.6984848484848486 1.5000000000000002 0.77346041055718484 534.27361753207003 9.5000000000000018 583.29167253207027 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 443.78211053207002 1420.6708450000003 12.500000000000002 0.24695121951219515 0.81698564593301448 0.55718954248366026 1.5000000000000002 486.25391403207004 0.90550595238095244 0.81698564593301448 0.45080645161290328 2.5000000000000004 557.80965503207005 710.35568253207009 0.65450928381962881 4.5000000000000009 12.500000000000002 1307.5926000000002 4.5000000000000009 3.5000000000000004 0.14119601328903655 780.38975503207018 0.031754032258064523 830.42336253206997 0.41763565891472876 30.500000000000004 0.21132376395534294 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 19 -5 10 7 8 9 -2 11 12 15 14 -13 18 17 21 -1 -4 -16 -17 -8 25 30 -24 27 -27 -29 -26 31 32 -25 34 36 -35 -34 -32 39 -30 41 -31 -43 -44 45 -45 49 -48 -49 -46
right_child=6 2 3 4 -6 -7 22 -9 -10 -11 -12 13 -14 -15 20 16 -18 -19 -20 -21 -22 -23 23 24 29 26 -28 28 38 40 37 -33 33 35 -36 -37 -38 -39 -40 -41 -42 42 43 44 46 -47 47 48 -50 -51
leaf_value=0.024423155302697976 0.45893109461499587 -0.37730646695579506 -0.0064574125001401767 -0.13936502228875519 -0.4516564756834785 -0.37765406631613085 -0.10958705932292186 -0.36623429890834924 0.16144274487553442 1.7633229882496857 -0.27346702814930018 -0.14759285363395164 0.18347694417743973 -0.043168202543749208 0.02640708373394229 -0.012424030585611501 0.038381658064660901 -0.2050857600956818 0.15739307217458565 -0.10269357518032206 -0.023166749683983554 -0.15497622897764604 -0.019174990405709687 -0.023637619202727968 0.15009080527031385 0.062809950044364959 0.0014217209468163749 -0.28831513856950786 0.24137178478833002 0.012932235709320615 0.05746561143701101 -0.32145593453794274 0.39880729440207546 -0.78874901302128297 -0.16958964450297875 -0.2192617210367804 -0.0095955109901048937 -0.08177775706524891 0.31040564366166112 0.082490851348809721 -0.0043060446804931126 0.077253265668748433 -0.1240562862605844 -1.3592425492074756 -1.0091539671631897 0.9212450603121205 -3.8543043643236161 -2.2824072662521813 0.16496501564979554 0.094369542310861032
leaf_weight=9636 72 369 3481 964 257 137 1198 66 148 23 225 774 957 13766 18167 4663 9325 1215 1732 3443 9823 866 20082 7631 1098 9150 42438 133 1843 147607 3014 1007 304 122 1965 340 308 1866 813 2693 249684 2371 3197 27 147 76 20 34 34 110
leaf_count=9636 72 369 3481 964 257 137 1198 66 148 23 225 774 957 13766 18167 4663 9325 1215 1732 3443 9823 866 20082 7631 1098 9150 42438 133 1843 147607 3014 1007 304 122 1965 340 308 1866 813 2693 249684 2371 3197 27 147 76 20 34 34 110
internal_value=0 -0.00921265 -0.0899345 -0.0769154 -0.205097 0.000428308 0.00147145 0.237287 0.401206 0.774731 0.00115632 0.00202754 0.0211355 -0.0107294 0.00479536 0.015473 -0.00519092 -0.0654392 0.0446821 -0.0543114 0.00900931 -0.0347518 0.00132552 0.00159227 -0.000802568 0.0146592 0.0265648 0.0994889 0.16071 0.00131395 -0.0524986 -0.076203 -0.0530569 -0.126929 -0.0834155 -0.369646 0.193271 0.00422214 0.171874 0.147045 0.000908907 0.00938479 -0.0776545 -0.178419 -0.566359 0.323447 -0.832012 -1.69408 -1.05872 -0.536829
internal_weight=0 79800 8514 8145 1221 71286 499621 309 243 95 71149 70924 28394 42530 28764 27437 16069 6744 11368 6924 27990 5529 499312 498114 420962 77152 57070 14632 5482 404405 16557 11677 10670 3039 2577 462 612 4880 5349 4536 403307 153623 6016 3645 448 103 345 88 68 257
internal_count=579421 79800 8514 8145 1221 71286 499621 309 243 95 71149 70924 28394 42530 28764 27437 16069 6744 11368 6924 27990 5529 499312 498114 420962 77152 57070 14632 5482 404405 16557 11677 10670 3039 2577 462 612 4880 5349 4536 403307 153623 6016 3645 448 103 345 88 68 257
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=51
num_cat=0
split_feature=3 1 10 9 10 4 1 6 0 10 7 4 0 1 1 13 4 8 0 10 13 1 11 3 0 10 9 10 10 14 10 0 14 4 13 13 10 13 6 14 11 0 12 11 14 1 13 6 9 3
split_gain=816.579 2833.41 4760.64 4159.3 4737.14 3958.07 3601.69 2924.17 2837.25 2793.81 5434.91 2418.35 2302.2 2306.34 2177.65 2227.37 2143.71 2409.48 2362.77 5389.03 5366.51 6702.86 5072.83 4682.02 4324.58 6414.34 6543.08 4095.86 3434.44 3288.43 3666.5 4387.69 4873.09 3644.22 3832.42 3402.15 5535.21 4184.82 4945.83 3249.92 4608.31 4883.06 3850.92 3798.13 3700.99 3246.72 3393.48 3181.66 4037.66 3942.62
threshold=16.500000000000004 1786.9233750000003 0.19722222222222227 2.5000000000000004 0.12347560975609757 4.5000000000000009 2069.9651750000003 1.0000000180025095e-35 626.28909503207012 0.063508064516129045 1.0000000180025095e-35 6.5000000000000009 597.95580503207009 1951.0127200000002 1951.0127200000002 0.65450928381962881 5.5000000000000009 1.5000000000000002 661.35397753207008 0.35067567567567576 0.23606811145510839 2069.9651750000003 0.34698996655518399 20.500000000000004 562.62723503207019 0.16441441441441443 3.5000000000000004 0.33771929824561409 0.3133928571428572 0.11583184257602865 0.10620300751879701 631.84199253207009 0.3133928571428572 6.5000000000000009 0.41801075268817212 0.68301435406698574 0.1126984126984127 0.41042780748663105 1.5000000000000002 0.23861283643892342 0.13714733542319751 628.30594169873677 4.5000000000000009 0.18834459459459463 0.12060606060606062 2318.1760700000004 0.28062500000000007 1.0000000180025095e-35 5.5000000000000009 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 12 6 7 9 -4 -7 -5 -11 -1 -3 -14 -10 -16 17 -2 19 22 -21 -22 23 24 25 -18 -27 39 29 35 31 32 -31 -33 -35 37 -37 38 -26 40 -25 -42 43 45 -43 46 -41 48 -20 -49
right_child=16 2 5 4 -6 8 -8 -9 14 10 -12 -13 13 -15 15 -17 18 -19 47 20 21 -23 -24 27 28 26 -28 -29 -30 30 -32 33 -34 34 -36 36 -38 -39 -40 42 41 44 -44 -45 -46 -47 -48 49 -50 -51
leaf_value=-0.0016866369556082412 0.030523697339796114 -0.62097095237739053 0.060008836510182129 0.069496129773578774 0.25895743104379204 -0.19749918583113069 -0.84682343632144785 -0.06616460293481212 -0.054623835583605923 0.1224747584441601 -0.6199908085217114 0.059063739396381224 -0.0096936372621682834 -0.21058135179602272 -0.14818085293935851 -0.58202791783672114 -0.22055646049215805 0.0014987687813735864 0.015288241155797112 0.071962504270248737 -0.040150890179247681 -0.43593274740064869 -0.2119403657732172 0.19710163724132421 0.39387393072595667 0.70455909312748521 -0.60719037850697832 1.3359602451324464 0.93875982827610438 0.23377168617538505 0.022530464213102674 -0.12016721083269016 0.85656120077874831 0.80786792630449344 -0.29784630076451735 2.0146791616247763 0.054093639552593234 -0.35025489047422248 1.6053070031106473 -1.254047039214601 0.33149447465429505 -0.52849510564045477 -0.87142947150058436 0.83432693338912467 -2.1170172327756882 -0.036235670326721106 -0.09688944123008035 -0.025067979271153919 0.57790434181806638 0.037111545085527317
leaf_weight=284835 51066 67 3638 3775 1192 2266 46 3710 8633 221 178 6707 5271 641 1319 130 433 65014 36885 2017 1439 609 456 1138 214 183 48 24 81 259 624 272 244 109 44 36 24 59 40 47 49 55 61 46 20 945 55 82431 128 11637
leaf_count=284835 51066 67 3638 3775 1192 2266 46 3710 8633 221 178 6707 5271 641 1319 130 433 65014 36885 2017 1439 609 456 1138 214 183 48 24 81 259 624 272 244 109 44 36 24 59 40 47 49 55 61 46 20 945 55 82431 128 11637
internal_value=0 -0.0033492 -0.032048 0.0194098 0.0829231 -0.0618082 0.0331997 -0.00369604 -0.0963893 0.042898 -0.20875 -0.000289059 -0.0380804 -0.0314746 -0.0736641 -0.187104 0.00420788 0.0142674 -0.00409073 0.0437149 -0.0438159 -0.157842 0.107641 0.136159 0.227665 0.00645818 0.431988 0.0360288 0.300885 0.274045 0.20997 0.336007 0.53588 0.0994515 0.489885 0.540651 1.23044 0.408423 0.584651 0.0231156 0.134023 -0.444874 -0.0981716 -0.0550163 -0.952101 -0.0940896 -0.63009 -0.00760318 0.0172339 -0.0173759
internal_weight=0 322629 31087 11391 5412 19696 4220 7348 12348 4174 399 291542 5979 5912 10082 1449 256792 116080 140712 9631 4065 2048 5566 5110 2670 664 231 2440 2006 1925 1552 928 503 425 153 373 60 313 254 2416 1262 124 1154 1093 75 1047 102 131081 37013 94068
internal_count=579421 322629 31087 11391 5412 19696 4220 7348 12348 4174 399 291542 5979 5912 10082 1449 256792 116080 140712 9631 4065 2048 5566 5110 2670 664 231 2440 2006 1925 1552 928 503 425 153 373 60 313 254 2416 1262 124 1154 1093 75 1047 102 131081 37013 94068
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=51
num_cat=0
split_feature=7 3 3 12 14 3 0 5 8 6 1 14 0 0 0 3 11 13 4 10 0 10 6 12 1 3 7 13 10 10 14 13 1 14 0 1 1 9 13 0 10 10 10 4 0 13 13 0 10 13
split_gain=829.125 1144.84 1515.71 2242.33 2912.47 1104.88 3438.67 2783.1 5567.1 4787.98 5599.88 3726.41 3484.14 3099.38 2838.74 4416.13 3812.51 2821.71 7574.2 10429.1 4510.84 4286.53 3389.09 3271.86 3212.36 4228.88 5758.96 5637.98 4845.54 7234.81 3987.16 3588.48 3595.48 3548.73 3599.62 3342.45 3304.1 3253.78 4754.83 3791.44 4668.34 7463.43 7141.19 7304.46 7511.25 5390.03 5164.59 5925.76 4926.24 4326.52
threshold=1.5000000000000002 42.500000000000007 40.500000000000007 6.5000000000000009 0.18834459459459463 21.500000000000004 1144.5916150320702 5.5000000000000009 4.5000000000000009 1.5000000000000002 3105.9957700000004 0.12632978723404256 911.92921503207015 1041.0348750320702 618.32798669873671 24.500000000000004 0.17752100840336138 1.0000000180025095e-35 9.5000000000000018 0.81016731016731025 1006.7816783654035 0.04083333333333334 3.5000000000000004 3.5000000000000004 2577.2599700000005 26.500000000000004 3.5000000000000004 0.11834733893557424 0.80277777777777792 0.91779279279279291 0.61200716845878145 0.15894736842105264 2609.2027450000005 0.27888888888888896 673.3117550320701 2661.2063200000007 2735.3542650000009 3.5000000000000004 0.63762626262626265 975.99820503207002 0.1126984126984127 0.037749287749287756 0.39339826839826847 6.5000000000000009 890.40783836540334 0.27842377260981915 0.19139194139194141 867.39038253207002 0.33771929824561409 0.19139194139194141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 8 14 10 11 12 -10 -12 15 16 -7 18 21 20 -20 22 23 -9 -19 26 27 28 30 -30 33 -28 -33 34 -26 -32 -35 39 -39 40 41 46 48 -44 -45 -43 -29 -48 49 -42
right_child=5 -3 3 -5 -6 7 -8 17 9 -11 13 -13 -14 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 25 -27 31 37 29 -31 35 32 -34 36 -36 -37 -38 38 -40 -41 42 45 43 44 -46 -47 47 -49 -50 -51
leaf_value=0.0022599615281719636 -0.010394354824440505 -0.66125026161854095 1.7622574499675208 -0.19957567107292914 0.13339764346247135 -0.082089572635482569 -0.15715208579009066 2.3067138051986698 1.3218019940636374 0.033216150560108897 -2.4107577401658764 -0.61157489770843143 -0.43846606016159062 -0.85630871704940137 0.026934166016715971 -1.4913800525665284 -1.3689090127746264 0.022532525105954562 2.6725912676917183 -0.75311197489500048 0.94129126238472327 0.017880589330554978 -0.1964761793613434 0.51954851675601244 1.5293194818496705 -0.043092832379755752 -1.3789992350535316 -1.3251686323772778 -2.155752398967743 -0.066910343824888183 0.446087913614853 -1.6269471836090088 -0.13999849334359168 1.4093648287653924 0.1229026177695187 -1.1048949404873631 0.021059660613536837 0.69648339953805727 -1.0191697671965121 -0.030766965389156187 1.2373480038406948 -2.4772412050414729 -0.16807895234475534 -0.42066568163151924 -1.9790848866357642 -0.84796209149890478 1.0557070927584873 -0.52320644236818148 1.4359364882643735 -0.21816670260507698
leaf_weight=423043 94536 26 21 31 23 566 1624 20 22 203 23 155 23 29 39067 25 24 5878 27 24 34 1738 20 21 20 10432 61 44 20 97 24 20 87 60 202 33 24 70 21 312 24 37 183 65 59 45 34 79 28 137
leaf_count=423043 94536 26 21 31 23 566 1624 20 22 203 23 155 23 29 39067 25 24 5878 27 24 34 1738 20 21 20 10432 61 44 20 97 24 20 87 60 202 33 24 70 21 312 24 37 183 65 59 45 34 79 28 137
internal_value=0 0.00229888 0.00233965 0.451849 0.910808 -0.00622457 -0.0128729 0.00440971 0.0195904 -0.328212 -0.619363 -0.378996 0.422109 -1.54385 0.0235783 -0.189595 -0.134435 -0.0260861 0.0903827 1.01281 1.7076 0.0467992 0.870742 1.39134 -0.0382119 -0.0674356 -0.209621 -0.151759 0.135665 -0.423977 0.316046 -0.766891 -0.417933 0.459085 0.249607 -0.45185 1.01271 -0.272992 0.300563 -0.322843 -0.446826 -0.809887 -0.271883 -0.569602 -1.16217 -1.58312 -0.40603 -0.0481351 0.211713 -0.00119557
internal_weight=0 423144 423118 75 44 156277 96160 60117 40137 455 252 200 45 52 39682 615 590 19980 1884 85 61 1799 61 41 18096 12218 1786 1618 480 117 363 168 107 306 222 57 84 1138 91 1047 735 239 496 307 124 82 157 113 189 161
internal_count=579421 423144 423118 75 44 156277 96160 60117 40137 455 252 200 45 52 39682 615 590 19980 1884 85 61 1799 61 41 18096 12218 1786 1618 480 117 363 168 107 306 222 57 84 1138 91 1047 735 239 496 307 124 82 157 113 189 161
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=51
num_cat=0
split_feature=12 0 14 1 14 13 5 6 1 1 10 0 5 14 13 13 1 8 1 11 9 13 4 6 13 10 5 0 12 5 7 13 11 3 5 11 11 0 0 4 13 9 6 10 0 4 8 14 10 0
split_gain=787.836 2676.53 4419.42 3273.13 3326.97 4519.12 4139.93 5667.59 14293.2 4912.77 5316.64 4580.94 6573.85 8159.65 8946.62 9663.99 6419.52 8054.21 6164.92 6137.33 6067.41 8177.81 6619.03 10933.5 6009.91 9387.69 5613.96 4961.88 4799.06 5685.72 4695.76 4130.27 4269.87 4126.52 4040.96 3798.98 5149.98 5115.45 9221.95 10278.4 14635.4 7734.38 5108.98 8574.36 8258.84 5525.5 5853.87 5245.55 5085.46 5040.27
threshold=5.5000000000000009 740.62473128207 0.05634920634920635 2318.1760700000004 0.17752100840336138 0.38956639566395673 4.5000000000000009 5.5000000000000009 3305.7150050000014 2754.3987100000004 0.96362433862433872 1154.1210150320703 7.5000000000000009 0.21525096525096529 0.18834459459459463 0.10762548262548265 3757.3374450000006 2.5000000000000004 3757.3374450000006 0.29893617021276603 2.5000000000000004 0.03883861236802414 5.5000000000000009 1.5000000000000002 0.028991596638655467 0.24695121951219515 5.5000000000000009 896.11410003207016 6.5000000000000009 9.5000000000000018 2.5000000000000004 0.087595907928388769 0.030776515151515155 29.500000000000004 5.5000000000000009 0.11651583710407241 0.47140522875816998 884.09291836540353 938.81247003207011 7.5000000000000009 0.077935222672064791 3.5000000000000004 1.5000000000000002 0.32971014492753631 780.38975503207018 4.5000000000000009 3.5000000000000004 0.043961352657004842 0.33771929824561409 945.96035253207003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 34 6 7 9 -9 -6 -11 12 16 18 15 28 17 19 -14 20 22 -22 23 27 -18 30 -24 -8 -15 -30 -26 -23 -33 -12 -5 37 -37 42 39 41 -41 -39 44 -44 -36 -46 47 -47 -49 -40
right_child=1 3 -4 4 5 -7 11 8 -10 10 33 -13 13 14 -16 -17 24 -19 -20 -21 21 31 26 -25 25 -27 -28 -29 29 -31 -32 32 -34 -35 35 36 -38 38 49 40 -42 -43 43 -45 45 46 -48 48 -50 -51
leaf_value=0.00099049230771403019 -0.10924156525962331 -0.078169851316024205 0.089801410610269805 -0.0013533260099030612 0.090830366355662745 1.5612405580282211 0.98214548528194434 -0.14526775261250938 3.0629187209265574 -0.17549360671479633 1.3758334112167359 -0.056307140764559199 -0.42757768144070263 -0.2000585790046237 2.1247741514986216 -1.5365565685664908 2.5432306647300722 0.089757400450212632 -2.2814968789617223 -0.43135020945753366 2.5480150901354275 -0.015376732084486221 -1.2890024987134068 -0.23225083053112031 0.86511667233247036 2.3073489577770232 0.69764922308921817 3.0375755444816921 0.30683818278568137 2.1205630168914795 -1.074633597334226 0.85262741178274171 2.5398079335689547 -0.26192119348049164 0.63795729701111958 0.26985985144385699 -0.1755620842659662 -0.061908381786798278 -1.2182564436741499 -0.13108950513601303 3.1705563593013535 1.5066287371019522 -0.64927017122780517 0.66559679983081399 -0.40959161517796699 -2.8319386939207716 -0.41706239382664745 -0.52060848230995782 -2.1883627125711151 -0.16087152876674371
leaf_weight=540427 1437 8628 4986 14080 1858 20 24 41 21 1711 40 598 71 88 22 34 24 576 24 42 39 36 33 42 26 25 25 23 56 25 24 60 20 25 41 533 506 248 46 25 29 36 109 91 135 30 52 41 33 2255
leaf_count=540427 1437 8628 4986 14080 1858 20 24 41 21 1711 40 598 71 88 22 34 24 576 24 42 39 36 33 42 26 25 25 23 56 25 24 60 20 25 41 533 506 248 46 25 29 36 109 91 135 30 52 41 33 2255
internal_value=0 -0.0137275 0.0452701 -0.0253618 -0.00633208 0.0607185 0.0553909 -0.00667103 0.941376 -0.0228457 -0.14177 0.173812 0.276583 -0.118812 0.209307 0.00171889 0.400751 0.318415 -0.895936 0.701283 0.858802 1.29531 0.39854 0.940238 1.16589 0.725141 -0.432687 1.98799 0.311194 0.86663 -0.0659635 0.87414 1.27442 0.745928 -0.0270558 -0.113016 0.0529364 -0.167391 -0.110364 0.377379 1.64202 0.13692 -0.450275 -0.0510057 -0.690798 -0.878011 -1.28337 -1.71653 -1.26434 -0.18201
internal_weight=0 38994 6423 32571 23943 5653 5633 3696 62 3634 1776 1937 1339 320 225 203 1019 920 95 344 302 155 147 89 99 75 58 47 169 81 50 116 80 65 18290 4210 1039 3171 2639 338 54 284 532 200 332 291 156 104 74 2301
internal_count=579421 38994 6423 32571 23943 5653 5633 3696 62 3634 1776 1937 1339 320 225 203 1019 920 95 344 302 155 147 89 99 75 58 47 169 81 50 116 80 65 18290 4210 1039 3171 2639 338 54 284 532 200 332 291 156 104 74 2301
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=51
num_cat=0
split_feature=3 13 4 1 10 11 0 10 6 1 13 5 4 5 0 3 4 10 9 6 3 10 11 1 1 9 1 3 14 14 13 1 8 9 11 0 1 0 0 3 14 14 11 10 11 6 14 7 14 13
split_gain=770.151 1725.03 1401.24 963.117 946.668 1089.08 932.982 1546.54 2291.23 2342.6 1872.54 1667.86 1494.92 2442.51 1438.87 1391.98 1417.37 1361.27 1287.84 1581.88 1435.97 1638.81 1247.89 1234.06 1228.1 1196.93 1169.76 1120.07 1107.24 1711.17 1068.16 1052.49 931.073 1291.81 3693.47 4901.03 2779.8 4381.64 2065.21 1283.95 1160.8 2629.38 4952.73 6290.83 3669.22 4499.44 3536.69 4339.96 3287.57 5732.04
threshold=7.5000000000000009 0.70710784313725505 2.5000000000000004 959.99762750000014 0.13714733542319751 0.13714733542319751 414.71305928207005 0.65450928381962881 1.0000000180025095e-35 1519.7637400000001 0.18065268065268067 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 453.23590169873665 8.5000000000000018 2.5000000000000004 0.096006144393241177 3.5000000000000004 2.5000000000000004 13.500000000000002 0.063508064516129045 0.096006144393241177 1652.8601900000001 1215.5541350000005 2.5000000000000004 1128.5964550000001 10.500000000000002 0.30860805860805868 0.65821566110397967 0.37321428571428578 1319.6255250000002 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 823.07804336540346 3193.0687900000007 665.35581086540344 971.95500003207007 20.500000000000004 0.10762548262548265 0.16869918699186995 0.037749287749287756 0.96362433862433872 0.072299651567944254 1.5000000000000002 0.13423423423423428 5.5000000000000009 0.17445652173913045 0.21525096525096529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 12 10 11 -10 26 -14 15 -8 17 27 19 22 -20 -22 23 -18 -12 -19 -2 -17 -25 -30 -29 -32 33 40 36 -36 37 -35 -37 -39 -16 42 43 46 45 -44 47 -42 49 -43
right_child=6 2 -4 -5 -6 -7 14 -9 9 -11 24 -13 13 -15 32 16 18 25 20 -21 21 -23 -24 28 -26 -27 -28 30 29 -31 31 -33 -34 34 35 38 -38 39 -40 -41 41 48 44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.23528856827602912 0.20113875658810143 -0.264666951474268 -0.060602852670067202 -0.2175405959801634 -0.0059201718052056714 -0.17205793838258143 0.011697286066288134 -0.095925178092734598 0.35445127875908566 -0.60707542002201087 0.43678800179688049 1.5132793014800108 0.46276065685962858 -0.35614798509826268 -0.0097081929502133013 -0.32351837241474324 -0.071345610465638004 -0.20138117568710051 0.079864346653949925 0.75911834144592294 -0.21256702641646066 -1.2044708238494013 0.54942064830235082 0.74292869932121697 -0.04038176973246866 -0.51490220942433529 -0.15536973911276178 -0.0698153482644054 -0.67557280540466313 0.63254250943660739 0.063307157158851629 0.82006064289632974 -0.0022473993403213997 -1.5592184301558882 -0.74077126613030075 1.6755090653219007 -1.2557618024945261 0.75171419707211584 0.28908782572973346 -0.17084013370331377 0.019937617986684135 -0.64835271113433968 -0.15781938939706072 1.4611325583886356 -0.032070080703651208 -0.91584569668486004 0.099943351305734618 -1.0237886855378748 0.0056148468746560227 0.23065240894514727
leaf_weight=346 125 500 1029 179 2012 81 1887 362 23 24 215 27 151 48 35148 85 1687 457 41 25 36 31 35 36 72 166 349 123 20 20 40 34 383473 20 26 22 40 22 21 48 9923 197 308 32 2917 105 9993 40 126701 119
leaf_count=346 125 500 1029 179 2012 81 1887 362 23 24 215 27 151 48 35148 85 1687 457 41 25 36 31 35 36 72 166 349 123 20 20 40 34 383473 20 26 22 40 22 21 48 9923 197 308 32 2917 105 9993 40 126701 119
internal_value=0 -0.0429399 -0.127334 0.00634912 0.0227806 0.158017 0.000309543 0.0819615 0.144239 0.347488 0.415468 0.980218 0.0352155 0.265235 0.000110918 -0.0548567 -0.09914 -0.202405 -0.0507427 -0.0308654 -0.386265 -0.671508 -0.0418496 -0.0535878 0.31708 -0.28492 -0.0613538 -0.0201135 0.34059 -0.0215151 0.110797 0.411005 0.000567054 0.0063795 -0.248269 0.343072 -0.562134 -0.253855 0.99842 0.119106 0.00665271 0.0104779 0.041344 0.0601551 -0.0715677 -0.350538 0.0579086 0.0157472 0.00481139 -0.317335
internal_weight=0 4147 1529 2618 2439 427 575274 1396 1034 361 337 50 673 199 573878 4723 2836 905 1931 1823 108 67 1798 1763 287 623 474 282 76 40 197 74 569155 185682 199 69 130 90 43 70 185483 150335 23318 19988 3330 413 19956 9963 127017 316
internal_count=579421 4147 1529 2618 2439 427 575274 1396 1034 361 337 50 673 199 573878 4723 2836 905 1931 1823 108 67 1798 1763 287 623 474 282 76 40 197 74 569155 185682 199 69 130 90 43 70 185483 150335 23318 19988 3330 413 19956 9963 127017 316
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=51
num_cat=0
split_feature=3 0 14 13 11 0 13 0 0 13 11 7 10 10 0 9 1 13 13 0 12 5 13 13 4 1 3 1 3 6 14 14 5 8 7 3 3 7 1 6 13 10 8 2 3 12 0 14 1 10
split_gain=797.148 2470.71 1820.95 2992.9 3145.81 5020.47 2531.7 3713.3 3403.39 2586.14 2431.88 2584.43 2100.02 8923.71 8741.13 11437.9 6306.49 5406.01 6342.07 9114.04 6975.58 10309 8346 6725.1 7375.05 7299.66 12348.6 10955 6580.32 8380.74 6402.12 6071 5866.51 10594.2 7338.3 7633.57 5651.4 5235.58 5709.96 8098.7 5070.33 4967.4 4935.51 4905.82 8429.9 6305.55 5274.24 6570.93 4677.53 7407.8
threshold=18.500000000000004 1075.5508225320702 1.0000000180025095e-35 0.031754032258064523 0.033908045977011504 1006.7816783654035 0.35805860805860812 688.67064669873673 756.85772503207011 0.53950103950103967 0.24190177638453506 1.5000000000000002 0.80277777777777792 0.92637759710930456 1212.7814533654036 2.5000000000000004 2841.4711600000005 0.35805860805860812 0.077935222672064791 1030.5273950320702 2.5000000000000004 1.5000000000000002 0.27149877149877155 0.028991596638655467 6.5000000000000009 2865.2936050000003 22.500000000000004 3305.7150050000014 22.500000000000004 5.5000000000000009 0.04210992907801419 0.69397993311036799 5.5000000000000009 2.5000000000000004 1.5000000000000002 29.500000000000004 24.500000000000004 2.5000000000000004 2970.4994950000005 2.5000000000000004 0.033908045977011504 0.87026647966339421 1.0000000180025095e-35 3.5000000000000004 27.500000000000004 4.5000000000000009 971.95500003207007 0.29520697167755999 2754.3987100000004 0.913664596273292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 -5 -6 9 -9 -8 11 -2 -4 14 15 17 -16 18 23 20 21 22 42 24 30 26 -26 -27 31 -30 -14 -23 -21 36 35 -35 -34 48 -39 -40 -25 -17 -20 44 46 -45 -22 -48 49 -19
right_child=2 -3 12 4 6 -7 7 8 -10 -11 -12 -13 13 -15 16 41 -18 37 19 32 43 28 -24 40 25 27 -28 -29 29 -31 -32 -33 33 34 -36 -37 -38 38 39 -41 -42 -43 -44 45 -46 -47 47 -49 -50 -51
leaf_value=-0.0020460914703265705 -1.634181205749512 -0.11798021610191928 -0.0031126593375460261 1.5082470142527633 0.097084208395520011 -0.23885690056044481 0.098733541227522356 -0.50539995012650507 -0.034124330830216335 1.2817078272766209 -0.053921431127716517 -0.33808000683784489 1.7850987347689544 0.0016074376785537186 -0.022582447039865176 -0.19335818833047616 -0.59999554650596232 -0.054624540723847287 1.8178549231904926 -0.091183249249257997 0.36170134140381727 0.53256022746507559 3.2651788978576661 -1.2135958232940771 0.92715452333513115 2.0073919675416416 -0.62415655501830736 -0.54232840754769063 1.1457098858824017 -0.99316964447498324 0.055621252953063083 -0.33436318838268247 0.86186329501015801 0.052495788069481547 -0.65986465862099564 2.2758051625533922 2.8797380986421004 0.18778936319774198 2.2753125876188278 -0.25201129913330078 -0.050019042452919896 -1.1101361076900924 -0.14322957084292459 -1.163960753083229 1.4446042043059621 0.48755850875100432 -0.56834861655235291 1.1264773564679282 -0.54182073034673606 1.0851827018459639
leaf_weight=386987 25 1847 133077 38 4629 29 42 181 999 33 102 40 22 42485 787 412 249 1148 33 697 1334 312 25 39 140 72 81 22 218 20 790 109 35 47 71 23 23 558 32 21 942 69 21 50 67 43 125 28 182 60
leaf_count=386987 25 1847 133077 38 4629 29 42 181 999 33 102 40 22 42485 787 412 249 1148 33 697 1334 312 25 39 140 72 81 22 218 20 790 109 35 47 71 23 23 558 32 21 942 69 21 50 67 43 125 28 182 60
internal_value=0 -0.00259679 0.00529795 0.0589714 0.0706881 0.752038 0.0629297 -0.0630474 -0.106413 0.619242 -0.358549 -0.83658 0.00351784 0.0206872 0.111695 0.147635 -0.161362 0.17839 0.230507 0.317462 0.419618 0.675102 1.75457 0.0951664 0.261809 0.672527 0.358574 1.41065 0.545697 0.965972 0.102479 0.308107 0.0455412 0.52442 0.056457 0.783012 1.66206 0.0380284 0.282004 1.27392 -0.0962774 -0.324871 1.05521 0.305138 0.347359 -0.400355 0.29792 -0.258184 -0.0692154 0.0019884
internal_weight=0 388834 190587 6118 5951 67 5884 1255 1180 75 167 65 184469 51392 8907 7871 1036 7390 5389 3281 2385 738 79 2108 1127 315 221 94 659 238 812 421 896 199 141 70 58 2001 611 53 981 481 54 1647 1554 93 1487 153 1390 1208
internal_count=579421 388834 190587 6118 5951 67 5884 1255 1180 75 167 65 184469 51392 8907 7871 1036 7390 5389 3281 2385 738 79 2108 1127 315 221 94 659 238 812 421 896 199 141 70 58 2001 611 53 981 481 54 1647 1554 93 1487 153 1390 1208
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=51
num_cat=0
split_feature=7 3 1 10 13 13 4 0 10 0 1 0 14 10 9 5 9 7 14 12 13 0 0 8 8 5 0 10 10 10 6 9 14 13 1 8 7 10 14 7 8 5 10 6 13 13 6 0 10 0
split_gain=783.579 1196.33 2145.39 6141.6 3537.4 3821.61 4374.07 3402.02 6550.93 4868.35 3720.34 3074.34 4281.94 4365.28 5847.53 2867.8 2723.05 3431.24 2909.74 3609.69 4119 4306.3 3364.95 3093.1 2689.99 3132.96 4005.78 3170.96 4135.34 3032.41 2660.28 3350.87 2656.25 2607.63 2768.88 2583.08 2525.87 2376.75 2360.53 4708.7 2384.86 2293.78 2579.04 2293.31 2288.09 2620 2223.64 2214.7 2561.97 2189.11
threshold=1.0000000180025095e-35 25.500000000000004 2841.4711600000005 0.70710784313725505 0.43050193050193059 0.03883861236802414 6.5000000000000009 964.0890050320703 0.082207207207207214 767.39449753207009 2889.3091150000005 956.7117450320701 0.077677224736048281 0.16441441441441443 2.5000000000000004 4.5000000000000009 4.5000000000000009 1.5000000000000002 0.28759398496240607 3.5000000000000004 0.042572463768115944 744.41782253207009 960.44235003207029 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 952.97267003207003 0.21525096525096529 0.04083333333333334 0.39339826839826847 1.0000000180025095e-35 4.5000000000000009 0.11834733893557424 0.03883861236802414 2889.3091150000005 2.5000000000000004 1.5000000000000002 0.35805860805860812 0.13423423423423428 1.5000000000000002 1.5000000000000002 3.5000000000000004 0.27842377260981915 1.0000000180025095e-35 0.12060606060606062 0.23904761904761906 1.0000000180025095e-35 1403.2040600320704 0.913664596273292 971.95500003207007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 41 11 8 10 35 -6 15 -13 -14 32 30 18 -18 19 23 21 -21 -23 -8 25 26 -22 28 -27 38 31 -7 -15 34 -5 -10 44 -11 39 -26 -40 -4 -43 -24 -25 -46 -41 48 -35 -50
right_child=1 -3 3 33 7 6 16 -9 9 37 -12 12 13 14 -16 -17 17 -19 -20 20 24 22 43 36 29 27 -28 -29 -30 -31 -32 -33 -34 47 -36 -37 -38 -39 40 46 -42 42 -44 -45 45 -47 -48 -49 49 -51
leaf_value=0.0043269434422219324 -0.0045795301591127239 0.012732712804294844 -0.19547357292922996 -0.61880151246642257 -0.91768992688204798 0.71541250397761669 -0.24171417406264772 0.12024616996447246 -0.10295601108316649 -1.767105359142727 -2.6105183616653087 -0.13710772197471183 0.27093930909738823 1.579709899902344 2.4419633848913787 0.90728245910845318 -0.11792933911812016 1.2103212714195253 -0.40808896628066393 1.1692975123474996 -1.5800735135308721 -0.74539088214698601 1.332567002773285 1.2956229921297304 -0.003257330855534923 0.24503019703552129 0.27009532833099364 -0.368449171652665 1.8758293514666349 0.30847484151211879 -0.21574625954406257 -0.70769970076424737 0.29410599337683785 -0.52647516419321805 0.73029529675841331 1.1666656423698771 1.4920494491054166 -0.29565999479520894 -1.4901383580101861 -0.28229797157374298 -0.41423738283399303 -1.7776219770312309 -0.37112129484303297 -0.016935067054103404 -0.62416449299565069 0.79652808320522306 -1.5455940299912505 -0.17493709864219031 -0.93466217090498727 -2.1410923673993065
leaf_weight=243001 292247 41678 169 29 37 78 47 93 59 23 20 67 85 25 29 38 41 37 236 45 22 38 20 21 124 48 25 37 23 48 209 21 45 118 32 22 31 21 45 22 38 22 32 34 27 25 38 75 53 21
leaf_count=243001 292247 41678 169 29 37 78 47 93 59 23 20 67 85 25 29 38 41 37 236 45 22 38 20 21 124 48 25 37 23 48 209 21 45 118 32 22 31 21 45 22 38 22 32 34 27 25 38 75 53 21
internal_value=0 -0.00312541 -0.00536783 -0.0977041 -0.0366643 0.0120458 0.0639959 -0.371789 -0.623214 -0.21808 -1.51166 0.280929 0.547363 0.796599 1.24792 0.0876481 -0.0568145 0.512138 -0.101461 -0.00599331 -0.114835 0.367658 -0.024449 0.431535 -0.255476 0.0855721 -0.595941 0.382157 0.773317 -0.423294 -0.0134756 0.41354 0.75325 -0.500976 0.0889214 0.241879 0.735792 -1.06482 -0.554848 -0.355147 -0.997557 -0.376765 -0.94414 0.482881 0.414642 0.0588608 -1.08239 -0.635747 -0.815751 -1.27703
internal_weight=0 336420 294742 2495 2167 1892 1669 275 182 125 57 597 251 184 99 346 1072 78 994 758 607 137 92 151 470 155 47 108 71 315 308 99 70 328 61 81 104 44 267 184 83 223 54 54 73 52 60 267 192 74
internal_count=579421 336420 294742 2495 2167 1892 1669 275 182 125 57 597 251 184 99 346 1072 78 994 758 607 137 92 151 470 155 47 108 71 315 308 99 70 328 61 81 104 44 267 184 83 223 54 54 73 52 60 267 192 74
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=51
num_cat=0
split_feature=7 3 1 0 1 12 14 14 11 4 0 10 10 13 0 0 10 3 0 1 5 11 13 9 2 0 13 13 14 2 10 6 10 11 0 4 5 14 11 14 8 11 3 0 13 11 0 9 11 14
split_gain=773.115 1342.04 3298.29 3407.58 2587.22 2620.45 1902.32 3466.14 2541.07 2018.58 2736.03 2000.54 3790.66 1882.62 2839.9 1735.72 1681.84 1604.79 3383.63 2378.63 2348.77 2302.06 5191.99 4573.83 7998.29 5667.82 7060.54 5625.23 6265.49 5306.47 9519.75 8286.81 5425.04 5156.57 9132.06 5119.96 9988.69 7673.9 6574.99 6019.46 7838.31 11120.5 7332.8 6459.9 6372.86 5705.1 5580.24 5926.15 5548.19 4874.91
threshold=2.5000000000000004 13.500000000000002 1519.7637400000001 518.73793503207014 1583.7970500000004 1.5000000000000002 0.29864864864864871 0.15075757575757578 0.080540540540540564 4.5000000000000009 562.62723503207019 0.79361054766734285 0.61200716845878145 0.1856158484065461 528.27941586540339 791.3565587820699 0.81698564593301448 15.500000000000002 911.92921503207015 1799.8971650000001 2.5000000000000004 0.084523809523809543 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 905.47011253207006 0.27386363636363642 0.074537037037037054 0.18301435406698566 2.5000000000000004 0.19722222222222227 3.5000000000000004 0.20881782945736438 0.33712121212121215 593.96505336540338 9.5000000000000018 3.5000000000000004 0.30116279069767443 0.27888888888888896 0.074537037037037054 2.5000000000000004 0.28388278388278393 28.500000000000004 856.39868169873671 0.11237373737373739 0.25290697674418611 818.3761091987368 4.5000000000000009 0.23904761904761906 0.10762548262548265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 16 5 -3 7 -1 -9 -8 -11 12 -12 -7 -15 -5 -4 18 20 -19 -6 -21 -23 29 -25 35 27 28 49 -24 33 32 -32 -31 -35 37 48 39 -38 46 43 42 44 45 -42 -41 -26 -48 -37 -27
right_child=-2 4 3 15 17 13 9 8 -10 10 11 -13 -14 14 -16 -17 -18 19 -20 21 -22 22 23 24 25 26 -28 -29 -30 30 31 -33 -34 34 -36 36 38 -39 -40 40 41 -43 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.012945556128667374 -0.010135061959603071 0.075917483912573663 -0.16388737554362603 -0.011436037576541802 0.0070662650851565471 0.048309283641823061 -0.01540954885721582 0.042090482605660402 -0.043688252971099253 0.089730723354927419 0.011166100787699428 -0.025201510044072745 0.21460503222236085 -0.23288896520953017 -0.0091394908828256235 -0.079171556129986886 -0.56066414180219681 0.039444717381484723 -0.11298829224155711 -0.0011098946470897435 -0.039671383735706556 -0.32123040898246163 0.00096211981588730205 0.058143053309158546 -0.29971144796835664 -0.2513624523766339 -1.5762428511780771 0.63087282537740508 1.1445164799690246 0.13274875461110644 2.1731904842636802 -0.27972688019031383 0.56827668029190936 -1.5097622975324974 0.023830504128537849 -1.0189393534975231 -2.6054782895743851 0.27659108232127294 -0.56278587376269007 -0.23852565543822557 -0.098980466547337442 0.056786816990053335 -3.4600190963745123 0.88015945719348077 -2.432625597000122 -1.0446864636297579 0.076716364940007539 1.7600625334114863 0.36443834382225759 -2.0072354889873947
leaf_weight=29612 66612 10112 1229 11770 37580 5434 91267 32792 3860 4309 5762 11112 1089 636 5248 5575 117 20082 3151 181164 15062 424 15395 2045 312 64 22 177 24 6822 22 122 494 39 8820 53 40 225 26 251 22 37 25 36 25 135 75 29 64 21
leaf_count=29612 66612 10112 1229 11770 37580 5434 91267 32792 3860 4309 5762 11112 1089 636 5248 5575 117 20082 3151 181164 15062 424 15395 2045 312 64 22 177 24 6822 22 122 494 39 8820 53 40 225 26 251 22 37 25 36 25 135 75 29 64 21
internal_value=0 0.00131651 -0.00512095 -0.0451019 0.00538184 0.0389225 -0.000964824 0.0124993 0.0330567 -0.00882277 0.0181688 0.00100233 0.0435037 0.00586952 -0.0333245 -0.0332075 -0.198377 0.00292772 -0.0123314 0.00651853 -0.00630637 0.00347156 0.026626 0.0307898 -0.0742997 -0.237165 0.150053 0.282845 -0.2823 0.0430769 0.0828071 0.461461 0.636703 0.0674011 0.0170792 -0.325182 -0.817111 -0.248371 -1.80078 -0.373098 -0.596251 -1.35223 -2.0763 -0.400988 -1.34028 -0.520473 -0.0882558 0.546111 -0.26222 -0.685166
internal_weight=0 512809 198494 18691 314315 21430 179803 66264 36652 113539 22272 17963 6851 11318 5884 17345 1346 292885 55793 237092 52642 217010 35846 35422 3708 1663 308 286 109 31714 16319 638 516 15681 8859 1355 183 1172 66 947 531 109 72 422 47 386 416 104 117 85
internal_count=579421 512809 198494 18691 314315 21430 179803 66264 36652 113539 22272 17963 6851 11318 5884 17345 1346 292885 55793 237092 52642 217010 35846 35422 3708 1663 308 286 109 31714 16319 638 516 15681 8859 1355 183 1172 66 947 531 109 72 422 47 386 416 104 117 85
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=51
num_cat=0
split_feature=11 11 4 12 2 14 11 13 14 0 13 4 5 4 0 3 2 4 1 4 3 1 13 7 13 11 5 7 4 0 4 0 10 3 0 13 5 14 0 14 10 14 0 8 4 6 4 5 3 4
split_gain=769.107 2197.12 1813.46 1568.91 1481.22 9685.92 14611.9 8800.17 5033.18 6036.69 2512.96 2184.9 1881.64 1514.66 1548.93 2103.07 1439.16 4911.63 1507.3 2667.41 1936.58 1367.41 1949.44 1539.23 1356.44 1300.79 1249.81 1223.89 3120.76 4177.45 3835.38 6410.32 3062.53 2830.13 2424.02 4384.75 3803.61 3473.69 4022.47 2022.28 2628.75 1500.68 1374.16 1468.16 1301.67 1148.23 1194.2 1129.79 1126.33 3699.12
threshold=0.89039039039039047 0.67054263565891481 12.500000000000002 2.5000000000000004 3.5000000000000004 0.26393188854489169 0.76568627450980398 0.03509852216748769 0.087595907928388769 763.29588003207004 0.14119601328903655 8.5000000000000018 12.500000000000002 6.5000000000000009 820.87770878207004 23.500000000000004 3.5000000000000004 7.5000000000000009 2912.4473000000003 7.5000000000000009 29.500000000000004 3193.0687900000007 0.037749287749287756 1.0000000180025095e-35 0.36939571150097467 0.69631093544137035 4.5000000000000009 9.5000000000000018 4.5000000000000009 971.95500003207007 6.5000000000000009 1228.1295425320702 0.96076923076923093 20.500000000000004 952.97267003207003 0.10620300751879701 3.5000000000000004 0.77032967032967048 793.40564253207015 0.32200460829493094 0.68857758620689669 0.16869918699186995 1015.5416250320701 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 24.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 4 26 12 7 -7 -6 9 -9 -11 47 13 14 15 -3 18 -18 20 -20 -5 22 -15 -24 -21 -23 -2 48 33 32 31 -31 -30 -29 35 -35 -37 39 -39 40 -38 -32 -36 44 -44 -16 -47 -10 -1 -50
right_child=3 2 -4 16 5 6 -8 8 11 10 -12 -13 -14 21 45 -17 17 -19 19 24 -22 25 23 -25 -26 -27 -28 28 29 30 41 -33 -34 34 42 36 37 38 -40 -41 -42 -43 43 -45 -46 46 -48 -49 49 -51
leaf_value=-0.0013443985210071533 0.057752010811263924 -0.062521025606469577 -0.86727833825129064 -0.013658216049749972 1.8434071803092955 -0.16420555736707607 3.5315922403335573 1.5714240594343707 -0.82372755169868472 0.29978953953142518 -1.0523231489317757 -0.236309949696064 -0.91900931212306025 -0.88263654612206133 -0.051617930378386023 -0.87620829008519652 -1.5140378909111023 0.56045531545366556 0.31566988587656136 -0.14174810294390991 -0.99856486953794965 0.88338782906532287 0.012194455842463633 -0.21194357418411963 0.65680380139661876 0.029715717108134768 -0.021491899330275527 -0.83257087409496311 -0.62567950671627415 1.4512817172706127 -0.084717400584902083 -0.69401087577526388 -2.0611957626498265 1.4201699294499122 -0.8874624840915204 -0.8550645354594435 -0.37155155851727439 -1.3431618249416353 0.57706215043241782 1.5597495319843293 1.1926316033710134 -1.1795697765004252 -0.14197512276862798 -0.49542391843265965 0.74763085852409228 0.21493557290392126 0.027843320484492475 -1.8153612013216371 -0.10118470771796462 0.019218656075560083
leaf_weight=488477 10046 4311 27 11072 20 23 20 22 20 27 28 25 25 37 1180 32 25 21 377 283 20 20 429 1072 23 166 2482 35 42 30 21 26 23 32 24 31 21 20 24 25 22 31 38 45 29 457 1346 27 2678 54084
leaf_count=488477 10046 4311 27 11072 20 23 20 22 20 27 28 25 25 37 1180 32 25 21 377 283 20 20 429 1072 23 166 2482 35 42 30 21 26 23 32 24 31 21 20 24 25 22 31 38 45 29 457 1346 27 2678 54084
internal_value=0 -0.000763066 -0.0489228 0.0173952 -0.0465436 0.214749 1.55477 -0.126203 -0.39058 0.171436 -0.388559 -0.991626 -0.0526477 -0.0502544 -0.0304086 -0.0685164 -0.00873675 -0.566987 -0.0065559 0.137627 -0.0154341 -0.134588 -0.165559 -0.147883 -0.0817262 0.121508 0.0420525 5.88367e-05 -0.153431 -0.500217 -0.118996 0.455253 -1.13363 0.0199619 0.115906 0.362021 0.125233 0.396565 -0.295767 0.844545 0.428728 -0.737418 -0.200786 -0.0536414 0.243078 0.0250733 0.0752649 -1.39339 0.00020494 0.0135381
internal_weight=0 555072 9314 24349 9287 212 43 169 149 77 55 72 9075 9050 7326 4343 11821 46 11775 683 11092 1724 1538 1501 306 186 12528 545758 519 173 108 56 65 346 311 175 143 112 44 68 43 52 136 112 67 2983 1803 47 545239 56762
internal_count=579421 555072 9314 24349 9287 212 43 169 149 77 55 72 9075 9050 7326 4343 11821 46 11775 683 11092 1724 1538 1501 306 186 12528 545758 519 173 108 56 65 346 311 175 143 112 44 68 43 52 136 112 67 2983 1803 47 545239 56762
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=51
num_cat=0
split_feature=12 0 14 0 0 6 0 5 1 12 14 4 8 14 10 14 0 3 13 1 0 1 14 13 10 2 0 13 1 13 7 12 10 0 8 5 14 4 0 2 7 14 8 7 1 12 0 13 13 9
split_gain=758.116 2274.41 3607.25 2986.09 2883.65 4571.51 3621.81 2880.48 5143.85 2709.14 2891.53 8507.66 3953.1 2826.18 4064.32 5569.2 3485.92 2509.73 3317.75 3020.21 2379.01 2363.24 2859.46 4967.02 8963.6 9495.99 5690.88 10112 5687.91 5096.22 6993.26 6132.17 4869.54 4802.91 5195.5 8325.11 6720.6 5040.84 7961.23 4716.22 5236.28 4185.65 3557.93 5448.99 3451.66 3290.9 10041.3 3924.27 5254.07 4176.39
threshold=5.5000000000000009 740.62473128207 0.05634920634920635 534.27361753207003 773.89375253207015 4.5000000000000009 786.8817525320701 7.5000000000000009 2735.3542650000009 9.5000000000000018 0.045983086680761107 7.5000000000000009 1.5000000000000002 0.13714733542319751 0.03509852216748769 0.10620300751879701 784.69787669873676 26.500000000000004 0.096006144393241177 2329.0979250000005 780.38975503207018 2393.1946050000006 0.17752100840336138 0.11834733893557424 0.59175084175084181 2.5000000000000004 1020.5262783654035 0.18301435406698566 3383.3926800000004 0.1012820512820513 1.5000000000000002 6.5000000000000009 0.92637759710930456 813.67629336540347 5.5000000000000009 7.5000000000000009 0.24068965517241384 10.500000000000002 1041.0348750320702 3.5000000000000004 1.0000000180025095e-35 0.28759398496240607 1.5000000000000002 2.5000000000000004 3148.0373600000007 9.5000000000000018 1020.5262783654035 0.040408163265306128 0.028991596638655467 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 9 -5 -9 10 11 12 -6 14 15 20 17 18 -16 -20 -12 -8 -23 29 33 -26 -27 28 -28 45 39 42 -29 41 35 37 -37 -35 -39 -31 -41 44 -32 -44 -25 -24 47 48 -47 -49
right_child=1 4 3 7 6 -7 21 8 -10 -11 13 -13 -14 -15 16 -17 -18 -19 19 -21 -22 22 23 24 25 26 27 32 -30 30 31 -33 -34 34 -36 36 -38 38 -40 40 -42 -43 43 -45 -46 46 -48 49 -50 -51
leaf_value=0.00097163021052875049 -0.098674780162791464 -0.12181289142827588 -0.28518610483192852 0.10596393549825484 -0.22033739939332009 -1.431692464042593 -0.067247039387994562 -1.4156013943932273 0.53252605394176811 1.0371867901749081 0.2609487236883396 2.3296776455381645 1.1213303204625846 0.26000976421382699 0.10031483947318427 -2.1259863626389275 1.0391172889507179 0.72788533717393877 -0.1280109889805317 -1.6237360141895438 -0.84359016823462951 -0.024767333559744649 -0.00031380335326964951 0.36056783302970558 -0.014711109182009331 0.62445102314519529 3.7824587518518622 -0.50101839303970341 1.4523582220077516 -0.54103373568280633 -0.24973324060440066 -0.60379152099641287 1.6325140666961671 -0.056454488707613083 1.2699159030119578 -2.5889180224874746 -0.14416472153230148 2.3379553898521093 -0.2656165570020676 -0.74908527646745959 -3.0099708920717241 -0.41558172784745695 2.4198880964801428 0.23485804200172425 1.9888410764932634 1.3048168002682574 -0.16345026983062225 0.86971401726758035 -0.67849478938362817 2.6634150547981266
leaf_weight=540427 1437 2020 213 4717 70 27 8384 33 23 36 39 23 32 361 98 21 33 32 27 27 39 16338 2894 23 195 255 22 23 20 83 25 71 20 819 30 23 22 23 24 21 20 20 21 25 30 34 147 27 22 25
leaf_count=540427 1437 2020 213 4717 70 27 8384 33 23 36 39 23 32 361 98 21 33 32 27 27 39 16338 2894 23 195 255 22 23 20 83 25 71 20 819 30 23 22 23 24 21 20 20 21 25 30 34 147 27 22 25
internal_value=0 -0.0134661 0.0409193 0.0811513 -0.0241908 -0.13909 -0.0164855 0.0974995 -0.615478 0.188535 0.15044 0.592332 0.200578 0.0688503 -0.149531 -0.680492 0.0927045 -0.0770325 -0.246489 -0.875874 -0.291321 -0.0222729 -0.00457211 0.0618964 0.210422 0.541597 0.860656 1.56927 2.67289 -0.00547298 -0.425787 0.0533561 0.491322 0.0356897 -0.0249281 -0.0675684 -1.39371 0.00134174 1.00847 -0.974484 -1.85196 0.817078 0.710504 1.23237 1.28223 0.0300315 0.374421 1.10652 0.525659 1.73207
internal_weight=0 38994 6423 4986 32571 2047 30524 4773 56 838 802 125 102 677 316 99 217 184 152 54 78 29686 21302 4964 1549 535 340 85 42 3415 266 142 43 1014 941 911 45 866 47 124 41 73 71 46 53 3149 255 108 56 52
internal_count=579421 38994 6423 4986 32571 2047 30524 4773 56 838 802 125 102 677 316 99 217 184 152 54 78 29686 21302 4964 1549 535 340 85 42 3415 266 142 43 1014 941 911 45 866 47 124 41 73 71 46 53 3149 255 108 56 52
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=51
num_cat=0
split_feature=7 0 10 4 1 13 13 12 6 13 14 0 1 8 14 8 5 14 1 13 1 13 12 13 13 12 4 3 8 12 14 1 0 4 3 4 1 0 14 1 10 14 3 10 12 13 9 6 12 12
split_gain=743.92 1201.16 3558.5 3484.28 2557.09 3808.95 3121.34 3902.45 4046.29 3780.24 3603.7 2562 2829.2 2526.58 2430.05 4344.94 4209.43 3774.52 2864.87 2736.63 3209.47 4479.91 2664.25 2891.56 2645.1 2877.83 2708.15 2503.8 2275.59 3652.43 2969.12 2251.06 3080.75 2065.06 2019.01 2615.57 1948.4 5783.63 8542.7 5460.92 9676.67 6156.44 5440.2 6694.39 5604.65 5124.21 5068.77 4146.44 3973.81 3819.69
threshold=1.0000000180025095e-35 867.39038253207002 0.93844696969696983 7.5000000000000009 2382.2192800000007 0.57321428571428579 0.23606811145510839 4.5000000000000009 1.0000000180025095e-35 0.096006144393241177 0.091966173361522213 827.94593753207016 2428.1067250000006 3.5000000000000004 0.14119601328903655 4.5000000000000009 3.5000000000000004 0.11583184257602865 2159.9660100000006 0.32200460829493094 2143.0186100000005 0.042572463768115944 4.5000000000000009 0.77346041055718484 0.55086206896551737 1.5000000000000002 5.5000000000000009 17.500000000000004 1.0000000180025095e-35 6.5000000000000009 0.16869918699186995 2440.1592950000004 830.42336253206997 5.5000000000000009 17.500000000000004 2.5000000000000004 3069.4597500000004 804.4082275320701 0.63762626262626265 3247.4275200000006 0.19139194139194141 0.13714733542319751 26.500000000000004 0.19722222222222227 4.5000000000000009 0.067424242424242428 4.5000000000000009 3.5000000000000004 4.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 36 4 14 6 7 9 10 11 -9 12 -6 -8 15 16 18 19 -4 20 -18 -22 23 24 -16 26 27 -26 -10 30 -30 -11 -33 -27 -25 -36 -1 38 42 -39 49 45 43 46 -45 -42 -38 -43 -47 -41
right_child=-2 -3 3 -5 5 -7 13 8 28 31 -12 -13 -14 -15 22 -17 17 -19 -20 -21 21 -23 -24 34 25 33 -28 -29 29 -31 -32 32 -34 -35 35 -37 37 39 -40 40 41 47 -44 44 -46 48 -48 -49 -50 -51
leaf_value=0.0032366396936422391 -0.0030452937062375555 0.017340624467438455 -0.21467685881550566 0.15269382064990655 -0.57398173763815852 -1.2511527661766326 -0.0760847125002133 -0.24139340653112443 0.28799951752026876 -2.1486373478716074 1.2053464088175032 -0.93635209101002403 0.88961331462860116 0.99298415759514125 -0.083841883825467603 -1.4381250871666547 0.087814684301360038 -0.71604303343623288 -0.7347342758606642 -0.24050272929999564 -0.18103747711731838 1.4073666541704111 0.2661232900550467 -0.11811057947387425 -0.10917888757060557 -0.57950883294854849 0.45546261515166314 -1.4783034953204068 -1.8314671677927816 0.28218877273797988 -0.39708362773612693 -0.18063287803759942 -1.7517954364418984 -1.8741843126036906 -0.48465772554987957 0.7419142215411263 0.8240853221443567 0.70196475824584137 -2.1683407824635506 -0.44864688019552634 -1.2352165093576468 0.72285712748765951 -0.51818025322884498 0.34219443225860596 -1.6702191287711745 -0.79810776293277741 -0.72843683181473851 2.3017170406523206 0.87457974358480817 0.97409861803054809
leaf_weight=183860 336420 54183 330 489 28 42 93 33 30 22 36 41 25 29 1278 29 117 51 156 90 26 56 259 79 34 28 37 22 31 25 27 26 24 22 21 101 110 115 25 334 27 80 338 25 31 20 26 21 49 20
leaf_count=183860 336420 54183 330 489 28 42 93 33 30 22 36 41 25 29 1278 29 117 51 156 90 26 56 259 79 34 28 37 22 31 25 27 26 24 22 21 101 110 115 25 334 27 80 338 25 31 20 26 21 49 20
internal_value=0 0.00421602 0.000449802 -0.0961623 -0.133629 -0.338739 -0.257204 -0.409789 -0.0899755 -0.760429 0.513427 -0.342783 0.116393 0.178038 -0.0952453 -0.235031 -0.192791 0.0771072 -0.381609 0.217075 0.424019 0.903726 -0.0317066 -0.0792639 -0.12948 -0.537349 -0.208416 -0.647049 -0.458425 -0.728217 -1.16374 -1.30569 -0.934791 -1.14917 0.275745 0.530783 0.00240051 -0.123505 -0.36192 0.075174 -0.0556444 0.506122 -0.276711 0.148375 -0.77182 -0.067277 0.52728 1.05113 0.389743 -0.368266
internal_weight=0 243001 188818 3737 3248 512 470 348 182 166 69 94 53 122 2736 855 826 340 486 289 199 82 1881 1622 1421 143 93 56 113 83 58 72 50 50 201 122 185081 1221 555 666 551 197 530 192 56 96 136 101 69 354
internal_count=579421 243001 188818 3737 3248 512 470 348 182 166 69 94 53 122 2736 855 826 340 486 289 199 82 1881 1622 1421 143 93 56 113 83 58 72 50 50 201 122 185081 1221 555 666 551 197 530 192 56 96 136 101 69 354
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=51
num_cat=0
split_feature=11 1 0 6 0 2 0 4 1 13 1 5 1 5 4 6 0 1 8 13 11 7 0 5 0 13 3 5 8 1 13 5 0 14 11 1 4 13 4 11 8 11 12 14 12 13 1 3 14 1
split_gain=713.539 1124.57 2519.8 1481.2 2401.18 1347.73 1265.12 1749.06 1689.57 1577.34 1754.83 2406.07 2153.87 2218.47 3264.71 2129.08 5334.21 2096.07 1845 2639.12 2281.08 1730.74 1724.53 2230.44 1365.47 1326.32 1265.59 1255.81 1175.51 1116.92 1587.09 1029.4 2590.88 1915.03 1689.15 1219.42 1155.72 936.291 928.497 1019.22 1141.5 1639.71 1683 897.519 880.129 1180.78 1753.89 1411.73 886.962 1253.99
threshold=0.93218390804597717 1731.8666800000003 645.81778003207012 6.5000000000000009 1051.9390100320704 3.5000000000000004 887.39409003207015 7.5000000000000009 2912.4473000000003 0.05634920634920635 2298.0417150000007 7.5000000000000009 2248.0378300000007 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 864.42307003207009 2547.3074800000004 2.5000000000000004 0.16064516129032261 0.95742753623188415 1.5000000000000002 818.3761091987368 4.5000000000000009 813.67629336540347 0.30151515151515157 21.500000000000004 2.5000000000000004 2.5000000000000004 2258.0617350000007 0.040408163265306128 5.5000000000000009 1082.0615325320703 0.34833164812942369 0.97014260249554385 3383.3926800000004 9.5000000000000018 0.04819976771196284 2.5000000000000004 0.97402159244264519 6.5000000000000009 0.96609195402298864 3.5000000000000004 0.19292803970223329 4.5000000000000009 0.18065268065268067 2796.3567100000005 28.500000000000004 0.73798627002288331 2017.0318350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 43 -3 5 -5 6 9 8 27 28 12 15 13 26 -15 16 22 18 19 -17 25 -13 23 -12 -20 -21 -11 -8 29 37 -31 34 33 -33 35 -9 -36 -4 -10 40 41 -40 -43 -2 45 46 48 -47 -29 -50
right_child=1 2 3 4 -6 -7 7 31 38 10 11 21 -14 14 -16 17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 44 -30 30 -32 32 -34 -35 36 -37 -38 -39 39 -41 -42 42 -44 -45 -46 47 -48 -49 49 -51
leaf_value=-0.00054955849108052023 -0.096976337181965466 0.9238363616168499 0.53152566902015519 -0.97304509564449926 0.0094951833701795996 0.64140219398446996 0.089709118595648979 -0.022806454779652451 0.8493429473936559 0.09220446379930558 0.2364509521850518 0.14237579265909811 -0.4997229853034264 1.4321073409049741e-05 1.4896794872624535 0.057827522764440448 2.2256584049761297 -0.19494328878727962 0.5299973710016771 1.0366060525178911 1.7920428406108511 -1.0334078510602316 -0.0090433676192101017 1.4012545276072719 -0.4753887786184039 0.20591699263534033 -0.69466578988801864 0.049680248782096106 0.2518858922502169 -1.31222682595253 -0.28974780170690445 -1.1102105693817139 -0.052232507006688557 -0.088759234444848428 -0.26048981719822795 0.71275642889997237 -1.1503686186671256 -0.31651922640856356 0.14358240393655641 -0.19246973661231059 -0.42743943423032765 1.4729717271668572 0.45553516006718087 0.012682815298629671 -0.080178129410967969 -0.0095368860685898539 1.0063738485177358 -0.71159640715040018 0.041799877363222618 0.53716583719726685
leaf_weight=565551 1228 32 23 38 72 37 2458 1122 25 767 35 31 61 31 28 61 20 81 22 40 22 21 47 31 35 37 21 1103 52 20 63 50 187 29 54 23 20 30 140 51 20 21 72 1903 1030 2321 21 29 108 97
leaf_count=565551 1228 32 23 38 72 37 2458 1122 25 767 35 31 61 31 28 61 20 81 22 40 22 21 47 31 35 37 21 1103 52 20 63 50 187 29 54 23 20 30 140 51 20 21 72 1903 1030 2321 21 29 108 97
internal_value=0 0.0224083 0.0377833 0.0351352 -0.329928 0.0389246 0.0368137 0.0223005 0.0419426 0.119361 0.156105 0.310106 0.0741864 0.115519 0.706974 0.387632 0.720322 0.239149 0.401184 0.575222 0.894021 -0.33246 0.453891 0.783556 -0.087345 0.637444 0.0712346 0.0317707 -0.152506 -0.307126 -0.536128 -0.0768494 -0.255083 -0.735247 -0.0379567 -0.00803096 -0.500998 0.0515003 0.26353 0.215354 0.297564 0.359796 0.685279 -0.0303263 0.00152809 0.0244032 0.0997371 -0.0182006 0.085181 0.276193
internal_weight=0 13870 10739 10707 110 10597 10560 8981 7496 1579 1391 483 908 847 59 431 133 298 217 160 99 52 113 66 57 77 788 7167 188 136 83 1485 266 79 1219 1145 74 53 329 304 253 233 93 3131 4709 3679 1329 2350 1308 205
internal_count=579421 13870 10739 10707 110 10597 10560 8981 7496 1579 1391 483 908 847 59 431 133 298 217 160 99 52 113 66 57 77 788 7167 188 136 83 1485 266 79 1219 1145 74 53 329 304 253 233 93 3131 4709 3679 1329 2350 1308 205
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=51
num_cat=0
split_feature=12 13 13 10 10 6 1 14 3 0 13 9 0 13 13 1 0 0 6 5 0 10 4 13 10 7 13 4 8 8 10 13 4 10 8 10 0 14 12 14 14 0 5 8 13 7 9 11 0 7
split_gain=717.384 2118.58 3917.52 3171.28 3969.03 3800.9 2915.3 2902.28 2522.89 2849.16 4039.15 3898.95 3468.27 3689.22 3285.9 4692.7 3158.64 2808.5 4524.63 8138.42 12195.2 5209.94 4908.07 3986.35 3972.27 3298.35 3162.96 5965.21 2786.25 2933.47 2754.02 2749.31 2560.03 4418.84 3906.19 6820.36 10210.9 5464.22 6601.76 4413.86 4938.9 4469.9 8437.09 14109.6 11986.6 4311.17 4290.88 3917.45 4817.33 3749.66
threshold=7.5000000000000009 0.18301435406698566 0.18834459459459463 0.58434959349593507 0.64400921658986188 3.5000000000000004 3035.3728750000005 0.28759398496240607 33.500000000000007 789.07511336540335 0.12060606060606062 3.5000000000000004 784.69787669873676 0.11237373737373739 0.13680926916221037 3305.7150050000014 1135.5863325320704 979.98498253207015 1.5000000000000002 4.5000000000000009 967.90685753207003 0.28388278388278393 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 5.5000000000000009 0.96362433862433872 0.031754032258064523 4.5000000000000009 0.97182539682539693 1.5000000000000002 0.14495798319327732 1110.4908300320703 0.053342816500711245 8.5000000000000018 0.22361111111111112 0.072299651567944254 1261.1435850320706 6.5000000000000009 4.5000000000000009 0.11237373737373739 2.5000000000000004 4.5000000000000009 0.36939571150097467 1088.5892550320702 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 6 7 -5 -6 -3 -4 9 10 12 -12 13 31 -11 30 -17 18 21 -20 24 22 -10 25 -21 28 -26 -28 -19 -30 -16 -2 -25 34 35 37 -37 47 -39 40 46 42 44 -44 45 -42 -36 48 -34 -35
right_child=1 2 3 4 5 -7 -8 -9 17 14 11 -13 -14 -15 15 16 -18 23 19 20 -22 -23 -24 32 26 -27 27 -29 29 -31 -32 -33 33 49 39 36 -38 38 -40 -41 41 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.00047144175777888989 0.31021814288523719 -0.29116350872176033 -0.18412934042197193 1.316385533488714 -0.053094719147876557 1.0374364522525243 -1.6469723290410536 -1.3738983977408639 2.2378019893491592 -0.085838720436969274 -0.10186338908430459 -1.2163704026389768 1.0919934114813805 0.9000721789285786 -0.0085211072056241566 1.0745048691241565 -0.23542992913474642 -0.11401889978298618 -1.1921282231807708 -1.1552322008393028 2.6440138827628372 -0.25610832084308971 0.29344146132469179 -0.37113245057605082 -0.58918352396715257 1.3150543013685629 2.1559878708422184 -0.25713883184251335 1.3464714722500908 -0.14072082184609913 1.1083417107229649 -0.025146417344088547 -2.230989421497692 0.24331342341571022 -0.064537971846613237 2.7900879344940188 0.187889133629046 1.7511210146649132 -0.2105909438360305 0.84257093697786345 -3.5671815236409508 -0.060369000397622587 1.4048149416523596 -1.7540205533687887 0.32204269929365681 -1.7343279471903139 1.4054071090438152 0.53617778539657601 -0.26863281439090597 2.023149667978287
leaf_weight=569203 390 35 866 26 368 35 29 21 37 5448 207 37 40 61 551 79 24 81 36 22 22 22 20 177 21 38 20 21 36 21 23 655 22 29 204 25 38 29 42 40 21 96 31 26 22 33 22 20 29 20
leaf_count=569203 390 35 866 26 368 35 29 21 37 5448 207 37 40 61 551 79 24 81 36 22 22 22 20 177 21 38 20 21 36 21 23 655 22 29 204 25 38 29 42 40 21 96 31 26 22 33 22 20 29 20
internal_value=0 -0.0262621 -0.141495 -0.104339 0.118875 0.0416164 -0.905514 -0.212297 -0.00826914 -0.0306866 0.0985661 -0.270867 0.177224 0.14414 -0.0600191 0.147758 0.769277 0.119068 0.444419 0.106927 0.548115 1.05105 1.55557 0.053821 -0.000810958 0.490082 0.408822 0.919996 0.262915 0.798559 0.0362312 0.100014 -0.0290968 0.0517314 -0.0125318 0.354542 1.22051 -0.029654 0.590672 -0.164552 -0.253091 -0.58039 -0.955744 -0.0360574 -1.64551 -2.4471 0.078554 -0.64998 -1.11514 0.969777
internal_weight=0 10218 1380 1316 429 403 64 887 8838 7515 1390 244 1146 1106 6125 677 103 1323 221 142 106 79 57 1102 84 176 62 41 138 57 574 1045 926 749 700 205 63 142 71 495 455 229 133 57 76 54 226 71 51 49
internal_count=579421 10218 1380 1316 429 403 64 887 8838 7515 1390 244 1146 1106 6125 677 103 1323 221 142 106 79 57 1102 84 176 62 41 138 57 574 1045 926 749 700 205 63 142 71 495 455 229 133 57 76 54 226 71 51 49
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=51
num_cat=0
split_feature=14 10 4 0 4 3 0 7 6 3 9 4 10 0 4 14 13 1 13 14 0 0 8 3 10 0 10 13 0 1 10 5 6 5 13 13 1 14 4 13 9 10 14 13 12 8 14 1 9 9
split_gain=740.036 3059.4 4254.86 6431.56 4570.5 4665.02 4499.86 3229.09 3004.21 7122.95 4912.24 8752.31 6301.95 4125.45 4039.75 7522.66 5086.03 7214.77 6198.75 4245.67 5596.78 4139.79 5552.54 3926.65 5900.38 5448.45 5085.98 4438.54 4671.85 4764.3 4426.36 6825.44 6772.94 5039.59 5889.06 11451.1 6292.18 6277.22 5363.01 6646.52 5762.33 8836.57 6745.26 4953.25 5833.07 11738.1 5188.78 4835.55 4449.67 4182.92
threshold=0.20256410256410259 0.33771929824561409 12.500000000000002 952.97267003207003 13.500000000000002 34.500000000000007 1243.5699533654035 12.500000000000002 1.5000000000000002 38.500000000000007 1.5000000000000002 11.500000000000002 0.89087301587301593 1403.2040600320704 9.5000000000000018 0.039230769230769243 0.19292803970223329 3475.2235900000005 0.1012820512820513 0.15075757575757578 1082.0615325320703 1102.5722025320704 1.5000000000000002 22.500000000000004 0.90550595238095244 602.30456753207011 0.70106382978723414 0.065942028985507259 637.80054503207009 2478.1650450000002 0.52086956521739147 3.5000000000000004 5.5000000000000009 6.5000000000000009 0.03509852216748769 0.05634920634920635 3990.9076300000002 0.040408163265306128 2.5000000000000004 0.47140522875816998 2.5000000000000004 0.37668918918918926 0.045983086680761107 0.16869918699186995 3.5000000000000004 4.5000000000000009 0.14119601328903655 3383.3926800000004 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -6 8 9 10 -3 12 14 -14 -12 21 18 19 -17 20 -18 22 -16 24 25 -10 -27 28 -28 -30 31 32 -25 34 -33 37 49 -36 -35 40 -40 -42 -43 44 -44 -46 -45 -41 -32 -37
right_child=-2 2 3 4 6 -7 -8 -9 23 -11 11 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 30 -26 26 27 -29 29 -31 48 33 -34 38 35 36 -38 -39 39 47 41 42 43 46 45 -47 -48 -49 -50 -51
leaf_value=-0.0079927645824117068 -0.0028578264006906334 0.0058521879680176652 -2.0920899583534762 -1.3705254362143102 1.2423595213120984 0.26000724945749559 -0.52347867985566454 0.96294798002474846 0.077772366523849557 -1.4015794100080219 0.043883030644740424 -1.1639162818001487 0.32127373148908089 -1.0942264897482736 3.1259120345115665 0.30628137620706714 -0.45461232895031572 2.3198413887194227 -0.67013021620389612 1.1127118268838296 0.9822826562858209 0.27361164838075641 0.82370563108812689 0.3928125593940599 0.0094931349304907073 -0.08533997493387746 -1.9768289208412171 -0.19701774183238704 -0.56108919414834957 0.95063106417655951 0.0057948720523912853 -0.63118991601196206 -0.82223518056174127 -0.48054401286125903 2.5374879050822488 -0.30219723225114342 -1.7505818807560467 0.59979179759578016 0.21241329480678989 0.0081156382709741594 2.6514300982157391 -0.53100867680140906 -0.64113419762364143 2.752572889460458 2.5752823153027782 -0.57701798790977121 0.65671605929022747 -1.7303371572494506 -0.66845831795774335 0.13254128349120237
leaf_weight=105253 353422 53542 22 47 31 28 27 36 1342 35 35727 59 1054 21 20 155 80 21 112 52 41 24 22 1037 10099 4579 22 1548 398 22 8631 176 48 83 21 424 23 82 208 80 27 35 27 27 27 21 21 20 99 463
leaf_count=105253 353422 53542 22 47 31 28 27 36 1342 35 35727 59 1054 21 20 155 80 21 112 52 41 24 22 1037 10099 4579 22 1548 398 22 8631 176 48 83 21 424 23 82 208 80 27 35 27 27 27 21 21 20 99 463
internal_value=0 0.00446913 0.015332 -0.508266 -0.24628 -0.761793 0.420331 0.016005 0.0157223 0.0247257 0.0252747 0.0530889 0.0550125 0.293622 0.0479372 0.322785 0.179829 0.569496 -0.1033 0.357027 0.0322694 1.32131 1.91999 -0.0119559 -0.0411662 -0.105837 -0.143347 -0.276821 -0.556312 -0.481904 0.0334739 0.141681 0.339059 0.0203457 -0.0972646 -0.00449973 -0.117614 0.994856 0.263121 0.388322 0.573538 0.979559 0.69386 1.0424 0.534728 1.19615 1.83564 -0.339575 -0.0018513 -0.0752706
internal_weight=0 225999 120746 155 133 75 58 120591 120555 90965 90930 37388 37329 1075 36254 527 461 194 267 173 121 66 42 29590 18010 7911 6569 1990 442 420 11580 2850 1085 1765 1189 1013 910 103 576 493 393 185 158 123 75 48 48 100 8730 887
internal_count=579421 225999 120746 155 133 75 58 120591 120555 90965 90930 37388 37329 1075 36254 527 461 194 267 173 121 66 42 29590 18010 7911 6569 1990 442 420 11580 2850 1085 1765 1189 1013 910 103 576 493 393 185 158 123 75 48 48 100 8730 887
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=51
num_cat=0
split_feature=8 5 0 0 10 4 14 0 13 0 0 13 14 0 14 7 14 0 7 12 4 13 12 7 1 0 10 6 11 6 0 0 12 13 0 0 13 3 13 14 6 14 5 0 13 10 0 3 13 13
split_gain=705.605 1554.88 2901.17 4405.47 2434.7 1439.62 6214.21 4865.9 5815.48 7233.9 5179.88 6980.22 6166.4 5889.05 9180.26 7337.8 4813.11 6340.24 4742.2 4514.88 3254.49 3902.32 5216.24 4925.1 4216.44 14736.6 5622.34 5056.4 4889.87 3745.5 3152.21 7702.49 6789.81 3424.85 2751.78 2721.38 3591.64 2963.8 3130.66 2558.67 2551.7 2192.17 2151.61 2868.54 1995.01 1916.24 4326.07 4077.95 2999.8 4754.94
threshold=3.5000000000000004 15.500000000000002 1144.5916150320702 1002.03221753207 0.25290697674418611 10.500000000000002 0.54415584415584417 928.48060753207005 0.41042780748663105 880.97333003207029 1102.5722025320704 0.05634920634920635 0.19292803970223329 1020.5262783654035 0.13423423423423428 1.5000000000000002 0.10762548262548265 1199.6178025320703 2.5000000000000004 3.5000000000000004 9.5000000000000018 0.30860805860805868 6.5000000000000009 4.5000000000000009 3585.7070200000003 1110.4908300320703 0.20256410256410259 3.5000000000000004 0.087595907928388769 1.0000000180025095e-35 1025.5466150320701 887.39409003207015 2.5000000000000004 0.19292803970223329 1135.5863325320704 1144.5916150320702 0.39208074534161497 31.500000000000004 0.58434959349593507 0.28062500000000007 2.5000000000000004 0.22361111111111112 7.5000000000000009 1199.6178025320703 0.12660256410256412 0.04819976771196284 649.66348669873685 43.500000000000007 0.14907407407407411 0.13680926916221037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 20 7 8 9 -7 11 40 16 15 -15 -13 42 -18 -8 -16 45 22 23 24 27 26 28 30 -26 -23 31 39 -33 34 -32 36 -31 38 -38 -22 -9 -36 43 -12 -45 46 -2 48 49 -48
right_child=5 2 -4 -5 -6 6 18 10 -10 -11 12 13 -14 14 19 -17 17 -19 -20 -21 21 29 -24 -25 25 -27 -28 -29 -30 35 33 32 -34 -35 41 -37 37 -39 -40 -41 -42 -43 -44 44 -46 -47 47 -49 -50 -51
leaf_value=0.001077281288208079 0.26651037260235072 0.38502633029764355 -1.0414694317230364 1.2773604917526247 -0.95025982194476666 0.19872316745824592 0.23076507557522166 -1.8873617184789557 -0.74187108070954033 2.1349904251098635 -0.94081002967110994 1.7186138249212697 -0.404138781304832 -1.9038517494996388 -0.58547010272741318 -0.35455536936458792 2.3944194604953131 0.43028668335505893 1.7452683914930394 1.1072231201025156 0.88775209727741433 -1.6745700124237275 -1.1681343523645775 -1.2914342518205997 -0.187787468234698 -0.71499061000113395 2.549923542539279 -1.63055936075747 1.9293762290477752 -1.4953440131367866 -0.55563955695732781 0.22267825317382817 -1.8410716194998136 1.1313358637002799 0.94742067654927586 0.1863795429468155 0.59848617521616132 -1.2364043597664152 -0.66064060870558028 -0.26994286707469395 -0.4918877589702606 -0.12708948641209991 0.82983155865823077 0.88462867543653223 -0.43309469901025299 -0.022072842287401022 0.044536555851504039 1.2601130105214766 -0.042945353643090406 0.48971223002442948
leaf_weight=535578 711 22 41 20 36 43 44 38 23 35 29 31 111 36 40 38 27 42 39 26 42 27 40 27 24 51 30 20 20 37 46 25 44 39 39 54 39 28 40 35 20 37 31 27 20 33125 3108 26 5050 260
leaf_count=535578 711 22 41 20 36 43 44 38 23 35 29 31 111 36 40 38 27 42 39 26 42 27 40 27 24 51 30 20 20 37 46 25 44 39 39 54 39 28 40 35 20 37 31 27 20 33125 3108 26 5050 260
internal_value=0 0.000996975 -0.360435 -0.00245595 -0.443772 -0.0122147 0.130041 0.0207614 0.655512 1.06756 -0.103482 -0.45818 0.179534 -0.136642 -0.61931 0.576868 0.547646 1.19886 0.942399 0.0813484 -0.0145292 -0.221861 -0.071068 0.020545 0.0989155 0.59291 1.4943 -0.0899206 0.77456 -0.569692 0.0104468 -0.326045 -1.09334 0.315589 0.054817 -0.419026 -0.646054 -0.352374 -0.0390464 0.361527 -1.40616 0.424304 0.127704 -0.15869 0.323895 -0.0108808 0.0296147 0.00966766 0.00580551 0.0789028
internal_weight=0 535697 119 78 58 43724 700 617 101 78 516 229 287 171 102 69 176 69 83 66 43024 744 519 479 452 125 74 327 44 225 307 146 69 161 122 198 144 107 79 77 58 76 107 76 47 42280 9155 8444 8418 3368
internal_count=579421 535697 119 78 58 43724 700 617 101 78 516 229 287 171 102 69 176 69 83 66 43024 744 519 479 452 125 74 327 44 225 307 146 69 161 122 198 144 107 79 77 58 76 107 76 47 42280 9155 8444 8418 3368
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=51
num_cat=0
split_feature=3 0 1 4 0 7 0 10 0 10 6 14 12 10 10 13 1 14 9 5 7 10 1 0 5 0 10 1 14 0 4 3 12 3 4 13 10 3 5 6 6 0 12 0 10 10 8 12 14 14
split_gain=699.265 2700.39 1806.74 1887.37 2622.88 2972.78 2791.55 4191.68 5432.72 5218.32 3679.05 5573.95 3411.89 2728.17 7340.11 3926.13 5755.93 3817.05 3279.28 6644.16 3223.85 3054.25 3803.36 2731.3 7355.65 5804.5 7067.76 4965.41 4970.8 5647.47 5134.46 6700.01 4291.64 8166.35 5513.07 5438.89 10213.9 7891.33 4106.28 3559.17 3322.47 3245.76 8575.69 3514.82 3000.59 2871.39 2693.13 3457.83 6715.29 5448.38
threshold=17.500000000000004 960.44235003207029 1923.0032150000002 5.5000000000000009 710.35568253207009 4.5000000000000009 740.62473128207 0.26393188854489169 732.35004669873672 0.067424242424242428 1.5000000000000002 0.41277890466531447 2.5000000000000004 0.43534002229654406 0.74133811230585434 0.81365740740740755 2428.1067250000006 0.11237373737373739 2.5000000000000004 5.5000000000000009 5.5000000000000009 0.41763565891472876 2626.2240200000001 887.39409003207015 3.5000000000000004 902.44223919873673 0.21913109756097562 2277.1025750000003 0.029857397504456332 856.39868169873671 4.5000000000000009 28.500000000000004 2.5000000000000004 29.500000000000004 3.5000000000000004 0.16869918699186995 0.26393188854489169 25.500000000000004 8.5000000000000018 2.5000000000000004 3.5000000000000004 1041.0348750320702 8.5000000000000018 918.45581253207013 0.077935222672064791 0.084523809523809543 3.5000000000000004 2.5000000000000004 0.46247654784240161 0.12060606060606062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 46 7 9 10 -7 -9 -12 -11 21 15 17 -17 -15 -19 20 -20 23 -23 24 40 26 -25 -26 -29 32 31 -31 33 34 38 36 37 -34 -30 -36 45 42 43 44 -27 -8 47 48 49 -6
right_child=2 -3 3 -5 5 6 13 8 -10 12 11 -13 -14 14 -16 16 -18 18 19 -21 -22 22 -24 25 27 41 -28 28 29 30 -32 -33 35 -35 39 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0010659007432739487 0.043908298626947305 -0.047979230344441876 -0.022392885600634738 -0.0054017907835686033 0.012369539736401522 -0.21724494157072446 -1.2181578193540472 -0.50919244112937079 -0.97825656592845922 -2.341528175936805 1.3820817999541761 -0.26399241108447313 -0.73655727276435268 -0.11520658339747412 -0.0056065763933318006 1.5420748801281057 -0.56837447881698611 -0.88394510288429695 1.2536753156355449 -1.2763919914470001 -0.27779365579287213 -0.070668271631002422 1.8561958727382479 -0.13126845995292943 -0.5714091097531111 -0.058149470337505997 -2.4010023153346518 -0.78687834971480908 1.039389119942983 -0.13738213830134446 2.3303692383691668 2.1022725175727497 -0.17735191072736467 -1.0747104799747467 2.453899807248797 -0.69405648341921511 -1.4019988587924415 2.0005013293609388 -0.62764370224692612 0.80716152808495945 0.22956715365871788 0.17554047216276111 -2.0098863666057585 -0.22793789658670788 1.4212952219522919 -0.20676757663976952 -0.010789762746185939 0.022572904465297139 -0.00042883594353592021 0.19511699303131225
leaf_weight=345098 11008 12722 16108 126067 2307 65 52 38 45 27 48 36 26 167 1750 24 28 251 28 34 27 20 21 34 46 29 23 27 45 34 32 22 28 20 35 61 21 41 22 21 64 457 25 302 26 61 14133 36479 5765 5571
leaf_count=345098 11008 12722 16108 126067 2307 65 52 38 45 27 48 36 26 167 1750 24 28 251 28 34 27 20 21 34 46 29 23 27 45 34 32 22 28 20 35 61 21 41 22 21 64 457 25 302 26 61 14133 36479 5765 5571
internal_value=0 -0.00273387 0.00441438 0.00234998 0.0139114 0.0224587 -0.0594342 -0.361499 -0.0391297 -0.817735 0.30727 0.676621 -1.55418 -0.037235 -0.106375 -0.421841 0.405679 -0.506715 -0.699015 -0.17747 0.501863 0.0645146 0.916262 0.0416601 0.200851 -0.0706264 -1.04713 0.413632 0.524419 0.617102 1.3199 0.742482 0.406743 0.79935 1.10408 0.0349356 0.52903 1.11673 0.492005 1.83637 -0.346128 -0.00428494 -0.219416 -0.0940333 0.641224 -0.672186 0.0277645 0.0386357 0.0815848 0.141601
internal_weight=0 357820 221601 210593 84526 68418 4163 285 167 118 122 84 53 3878 2309 559 52 507 340 89 55 1569 41 1528 632 896 57 455 409 382 88 56 294 143 123 151 90 69 67 56 177 839 382 357 55 113 64255 50122 13643 7878
internal_count=579421 357820 221601 210593 84526 68418 4163 285 167 118 122 84 53 3878 2309 559 52 507 340 89 55 1569 41 1528 632 896 57 455 409 382 88 56 294 143 123 151 90 69 67 56 177 839 382 357 55 113 64255 50122 13643 7878
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=51
num_cat=0
split_feature=7 14 3 4 3 6 11 2 13 1 12 8 11 11 3 13 11 8 0 0 13 11 1 13 11 8 0 9 1 0 9 3 3 10 5 13 1 4 4 3 12 12 5 10 10 13 0 12 0 0
split_gain=679.989 1076.22 2403.87 3414.72 2369.97 2018.17 3382.06 3924.93 7384.01 5761.54 5344.62 4735.89 4409.63 4336.41 16815.6 5990.73 5977.51 5097.07 3911.51 4976.23 3425.18 4048.48 6556.62 4306.73 6170.42 6748.51 5913.44 5649.99 3133.93 7379.74 5353.38 12187.7 5651.49 13136.8 8731.57 3237.07 3725.15 3348.78 6242.39 6050.86 3172.86 3290.99 3092.93 2766.22 2563.45 7096.54 4224.8 3216.07 5095.08 5929.77
threshold=1.5000000000000002 0.20256410256410259 40.500000000000007 6.5000000000000009 40.500000000000007 1.0000000180025095e-35 0.042572463768115944 3.5000000000000004 0.21132376395534294 2889.3091150000005 4.5000000000000009 2.5000000000000004 0.12660256410256412 0.12660256410256412 26.500000000000004 0.03509852216748769 0.13714733542319751 1.5000000000000002 682.82094503206997 744.41782253207009 0.040408163265306128 0.30860805860805868 2841.4711600000005 0.16064516129032261 0.18301435406698566 1.5000000000000002 784.69787669873676 3.5000000000000004 3069.4597500000004 1051.9390100320704 2.5000000000000004 27.500000000000004 30.500000000000004 0.25290697674418611 6.5000000000000009 0.36474501108647456 3247.4275200000006 7.5000000000000009 5.5000000000000009 26.500000000000004 5.5000000000000009 6.5000000000000009 3.5000000000000004 0.82683658170914553 0.95742753623188415 0.03883861236802414 1015.5416250320701 7.5000000000000009 1228.1295425320702 921.51646003207009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 28 9 10 -8 12 18 -9 14 17 -15 -17 -12 -10 -20 -18 23 -23 24 25 -22 27 -26 44 30 31 -30 34 -34 35 36 37 38 -32 -39 43 -42 -24 -31 -1 46 -46 48 49 -47
right_child=-2 4 3 -5 -6 -7 7 8 11 -11 13 -13 -14 15 -16 16 20 -19 19 -21 21 22 42 -25 26 -27 -28 -29 29 40 32 -33 33 -35 -36 -37 -38 39 -40 -41 41 -43 -44 -45 45 47 -48 -49 -50 -51
leaf_value=0.029800308801472442 -0.0056370322684437925 -0.0017754060462823894 1.274051403088702 -0.11309194077338491 -0.89064044634501149 -0.0024515861975072353 -0.019230214756824925 0.95493458658456809 0.59257555699400732 0.38720033737969084 0.014714630537254867 1.2642371246634527 -0.43940009145542636 1.2609250051054088 -2.8354151335922451 1.1051241667374321 -1.5630788518536476 -1.4167142938290325 -1.7470122337341309 0.24744518707538476 -0.62752045605863849 -0.9579696361835186 -0.11348647658641522 -1.7251582698689569 0.9031120226532221 1.7439266522725423 -2.2037316420248576 -1.3325247296920191 2.4718121268810371 -0.0025202590794790362 -0.64342678278684629 -0.044603813243539708 2.2285739594981786 -0.7445436586504397 -1.2914316841073941 1.3595968191112791 0.62369871862805804 0.47716515408112453 1.0401861660334528 -1.5368045820508685 -1.2510475608618243 -0.20557442407669693 1.3354013406178531 1.3473651826381685 1.3113786620207322 -0.44766641025032317 -0.096518652584958592 0.52498606046040852 -0.20108442793762876 -1.9623463133970898
leaf_weight=59709 156277 261768 36 35 30 84210 15169 48 57 357 86 43 43 22 37 23 31 35 22 29 28 39 26 36 20 21 28 26 39 63 40 38 42 23 37 28 130 26 49 35 38 145 34 20 39 56 47 27 126 48
leaf_count=59709 156277 261768 36 35 30 84210 15169 48 57 357 86 43 43 22 37 23 31 35 22 29 28 39 26 36 20 21 28 26 39 63 40 38 42 23 37 28 130 26 49 35 38 145 34 20 39 56 47 27 126 48
internal_value=0 0.00208189 0.00850596 0.590248 -0.00187726 0.00824985 0.0199435 -0.0205674 -0.24653 -0.00988488 -0.407949 0.376693 0.296073 -0.538164 -0.96981 -0.333972 -0.446433 -0.399335 0.023319 -0.612909 -0.569913 -0.45058 0.0514362 -0.763155 -0.481594 0.388814 -1.05794 -0.360509 0.0307766 0.233517 0.464883 1.22994 0.321201 1.17655 0.160049 0.334415 0.231896 -0.107665 0.283506 -0.678391 -0.190074 -0.422667 0.70755 0.322753 0.0282344 -0.244363 0.541946 -0.507486 -0.628689 -1.14675
internal_weight=0 423144 161346 71 261798 161275 77065 16260 734 15526 583 151 91 492 158 334 312 121 108 51 289 258 99 159 123 49 74 46 60805 753 487 77 410 65 345 308 280 150 89 61 266 183 60 83 60052 343 86 257 230 104
internal_count=579421 423144 161346 71 261798 161275 77065 16260 734 15526 583 151 91 492 158 334 312 121 108 51 289 258 99 159 123 49 74 46 60805 753 487 77 410 65 345 308 280 150 89 61 266 183 60 83 60052 343 86 257 230 104
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=51
num_cat=0
split_feature=3 1 4 11 10 1 5 10 13 0 9 1 10 10 6 0 10 0 1 11 14 7 14 0 14 14 4 14 1 10 14 5 0 0 11 1 10 0 5 13 0 14 10 13 13 13 5 14 10 8
split_gain=691.982 2706.75 3708.91 3024.79 3137.09 3296.47 2714.5 2618.33 2889.05 2578.29 2467.64 6200.97 5777.21 5628.62 4642.94 6569.09 5012.11 5562.86 4640.63 4261.24 3963 3885.63 5305.52 3861.26 3658.32 4004.33 3634.67 4676.82 4596.95 4155.77 4939.32 4849.62 4603.99 3601.09 3584.05 4357.81 4182.8 3699.9 3595.56 4710.74 3375.55 3305.33 3250.82 6001.22 4213.71 3184.4 3760.66 3859.05 3174.34 3149.5
threshold=22.500000000000004 2428.1067250000006 8.5000000000000018 0.050641025641025648 0.22401433691756276 2038.9271700000002 4.5000000000000009 0.26201372997711675 0.18065268065268067 746.39816669873687 2.5000000000000004 2547.3074800000004 0.71240601503759404 0.24695121951219515 3.5000000000000004 845.88457503207007 0.90550595238095244 818.3761091987368 2626.2240200000001 0.044466403162055343 0.45080645161290328 1.5000000000000002 0.18065268065268067 1212.7814533654036 0.65821566110397967 0.29864864864864871 5.5000000000000009 0.42678571428571432 2464.3507700000009 0.18834459459459463 0.17445652173913045 5.5000000000000009 823.07804336540346 843.37797003206992 0.09232954545454547 2609.2027450000005 0.17752100840336138 692.66930003207005 1.0000000180025095e-35 0.85912698412698429 688.67064669873673 0.091966173361522213 0.044466403162055343 0.087595907928388769 0.091966173361522213 0.18834459459459463 1.5000000000000002 0.37668918918918926 0.80277777777777792 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 8 -6 -7 11 12 19 26 15 16 17 48 49 33 -20 24 -23 -16 25 -18 27 29 45 31 -31 -12 -32 -3 36 -36 42 -37 -38 -40 -22 -35 43 -30 -45 46 47 -28 -14 -15
right_child=-2 10 3 -5 7 6 -8 -9 -10 -11 13 -13 14 18 23 -17 21 -19 20 -21 40 22 -24 -25 -26 -27 28 -29 34 30 32 -33 -34 41 35 37 38 -39 39 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=-0.00091273774522755431 0.0079976581472585833 -0.26436765245696042 0.93322891657162144 -0.11262730416271149 0.26891461324691773 -0.2378574566966897 1.1239939581264149 0.10571667754782191 -1.1304189840952554 0.32373561222983427 -0.03172257005780723 -0.22042260111965925 0.60358795578832991 0.081326510043289127 -1.0270323879683196 -0.014853316458230606 -0.13998539572275137 0.79706690623681142 0.30170990142814974 0.068397270841616953 0.26514032363891599 1.2458984702825546 -0.041724826022982602 0.038758160443841554 -1.3450171470642092 0.56779729217012354 -1.5047214918104668 -0.6385738901033694 -0.58805076689993752 -1.2050490835349854 0.86265050031004409 -1.025373342925427 -0.92350230040373626 0.25985152942141415 -0.0083522544797830171 -1.3618866962321263 0.84635938739075378 -0.27328612637776201 -0.30021281768227709 1.2366240069979715 1.7536779427375551 -0.13535549018805135 0.34264776644453393 0.81562573923153825 0.074428255850667355 -0.021684090252560767 -0.25812368863906998 -0.049250632745248303 -0.3991669511324481 -1.0476828794479371
leaf_weight=468085 91164 1674 83 581 25 109 33 2657 36 327 1331 2259 54 2119 67 1569 316 309 286 1002 25 64 64 69 20 107 56 196 122 73 31 51 27 288 506 47 34 93 397 21 39 798 807 89 555 368 260 27 76 25
leaf_count=468085 91164 1674 83 581 25 109 33 2657 36 327 1331 2259 54 2119 67 1569 316 309 286 1002 25 64 64 69 20 107 56 196 122 73 31 51 27 288 506 47 34 93 397 21 39 798 807 89 555 368 260 27 76 25
internal_value=0 -0.00149327 -0.000108645 0.097628 0.134985 0.352328 0.249524 0.0908451 -0.556922 0.183337 -0.0415309 -0.0777626 -0.0280067 0.000198906 0.0831656 0.113196 0.312115 0.566175 0.123276 -0.108239 0.460889 0.116788 0.602087 -0.4863 -0.0234344 0.0390518 -0.0600945 -0.178957 -3.04077e-05 -0.119417 -0.657717 -0.0683913 0.0311656 -0.172365 0.060121 -0.14497 0.125548 -0.638745 -0.142565 -0.223003 1.17222 -0.0305492 0.202589 0.0550342 0.176861 -0.226 -0.445208 -1.03126 0.017362 0.0681618
internal_weight=0 488257 471936 3851 3270 552 469 2718 61 436 16321 8736 6477 7585 2715 2579 1010 439 2494 3762 350 571 128 136 443 423 5091 1709 3382 1513 131 1382 58 2760 2671 646 2025 140 452 418 64 1086 1573 766 644 711 343 83 130 2144
internal_count=579421 488257 471936 3851 3270 552 469 2718 61 436 16321 8736 6477 7585 2715 2579 1010 439 2494 3762 350 571 128 136 443 423 5091 1709 3382 1513 131 1382 58 2760 2671 646 2025 140 452 418 64 1086 1573 766 644 711 343 83 130 2144
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=51
num_cat=0
split_feature=10 0 4 11 9 5 3 12 3 8 5 4 13 13 3 13 9 4 9 13 4 2 6 5 2 13 4 1 3 0 14 7 3 7 0 7 0 3 8 0 0 14 12 5 1 0 5 4 13 10
split_gain=718.223 4297.71 6171.47 5690.09 9942.99 15046.8 8394.74 7242.12 7216.41 4904.62 4608.74 5117.25 4623.22 4534.61 9539.5 6189.79 4063.35 3888.58 3885.68 5603.24 7767.29 5533.14 6383 6290.05 5567.64 5440.84 4944.2 6872.97 5190.56 4864.4 10668.6 11105.2 5443.76 4589.81 4769.12 4517.06 5655.37 4917 4676.71 5643.76 4496.44 4114.98 4303.25 4192.15 5311.42 3933.41 3871.9 4229.5 4142.58 3784.08
threshold=0.037749287749287756 698.35489753207014 4.5000000000000009 0.053342816500711245 2.5000000000000004 1.5000000000000002 24.500000000000004 2.5000000000000004 13.500000000000002 2.5000000000000004 4.5000000000000009 5.5000000000000009 0.10762548262548265 0.64400921658986188 18.500000000000004 0.74596774193548399 5.5000000000000009 7.5000000000000009 2.5000000000000004 0.046536796536796543 12.500000000000002 2.5000000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 3105.9957700000004 25.500000000000004 893.04870836540351 0.14119601328903655 2.5000000000000004 32.500000000000007 3.5000000000000004 1127.0524375320704 6.5000000000000009 791.3565587820699 40.500000000000007 3.5000000000000004 869.95145253207011 1082.0615325320703 0.050641025641025648 5.5000000000000009 6.5000000000000009 3001.4799050000006 832.93715253206994 1.5000000000000002 10.500000000000002 0.11834733893557424 0.1126984126984127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 17 -5 -8 -7 10 11 -10 -13 14 -14 -15 -6 -4 21 20 40 22 -3 26 25 -25 27 -23 46 32 31 -31 -26 -30 -35 37 -37 -21 39 -38 41 42 43 44 -20 -46 -28 48 -48 -2
right_child=49 18 3 6 16 8 7 -9 9 -11 -12 12 13 15 -16 -17 -18 -19 19 35 -22 23 -24 24 29 -27 28 -29 33 30 -32 -33 -34 34 -36 36 38 -39 -40 -41 -42 -43 -44 -45 45 -47 47 -49 -50 -51
leaf_value=0.0078333767867316464 -0.034065821836483746 -0.030641617004973934 0.046234001040958414 0.015531519510400677 0.076825232429387269 -0.039079087154164804 -0.43057887460824784 1.0353208339048756 0.4751399439019271 0.10403299780490881 1.76499556350708 1.883340256743961 0.91709043385158662 3.0112057209014895 -0.97412825861284813 0.97130377432879278 -1.1324996599129269 1.2852358102798462 0.1176212401033562 -0.020667410663793406 1.48640535899571 0.10366401010507656 0.070384053533474322 1.1716921602978425 0.54671020416113048 -0.10045073037038861 -0.27370232924020715 0.42378788014368873 -0.16386967582884135 -1.2693326697205052 2.0148290079087019 1.1694816492324651 -1.0279149137045207 -1.501697413777483 -0.071623054528847721 0.58105884070785063 -1.8780288932116136 0.72797237492843792 -1.8299531282747497 -0.11449274562819059 0.097436627345564575 -0.32275167847577074 -0.21540638839283571 -0.77133211748940611 2.2484413986206055 0.64160299118703756 -0.80321242325007924 1.6903897772232694 0.75129921661068999 0.00073192522730723848
leaf_weight=32559 33772 29195 984 7362 3605 137 44 144 312 104 50 54 191 21 31 51 28 26 107 28727 28 7773 7959 34 52 3006 70 734 422 33 48 43 38 58 39 37 23 88 34 86 460 1707 364 28 25 39 24 30 60 418575
leaf_count=32559 33772 29195 984 7362 3605 137 44 144 312 104 50 54 191 21 31 51 28 26 107 28727 28 7773 7959 34 52 3006 70 734 422 33 48 43 38 58 39 37 23 88 34 86 460 1707 364 28 25 39 24 30 60 418575
internal_value=0 0.00664263 0.0311814 0.0890168 0.165455 0.346919 0.032382 0.692238 0.632384 0.745395 0.839341 0.769215 1.03287 0.87666 0.653001 1.56628 0.0675048 0.0781291 -0.00713987 -0.0344564 -0.170661 0.0103413 -0.00900025 0.0679968 -0.0515174 -0.0862228 0.110223 0.131285 -0.144653 0.441494 0.847674 0.110523 -0.118132 -0.306445 -0.926719 -0.0215007 -0.52089 -0.0183811 -0.80601 -0.486615 -0.187657 -0.245429 -0.0109879 0.362923 0.548649 1.26927 0.311703 0.671163 0.307153 -0.00186606
internal_weight=0 127074 45703 13144 5594 1961 7550 188 951 814 710 660 348 294 222 72 3633 1010 81371 31753 2758 49618 37154 12464 3254 3040 9210 8507 703 214 124 76 90 519 97 28995 180 28815 143 109 2730 2270 563 199 171 64 184 114 84 452347
internal_count=579421 127074 45703 13144 5594 1961 7550 188 951 814 710 660 348 294 222 72 3633 1010 81371 31753 2758 49618 37154 12464 3254 3040 9210 8507 703 214 124 76 90 519 97 28995 180 28815 143 109 2730 2270 563 199 171 64 184 114 84 452347
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=51
num_cat=0
split_feature=12 0 13 8 10 0 1 4 6 0 0 0 1 10 6 0 9 14 8 12 4 6 13 6 4 13 0 0 0 14 7 6 10 8 5 10 1 9 10 10 8 14 14 10 0 13 4 3 9 13
split_gain=672.715 1855.32 3182.65 5638.1 11835.1 4772.52 5820.13 4055.29 6229.57 3942.71 3565.38 3170.36 4104.21 4274.71 6341.56 6938.78 8378.34 4085.35 3388.16 2991.63 4359.63 6035.49 2744.33 3313.67 3612.98 5760.65 5478.87 11332.3 5322.97 2726.88 5563.02 2608.09 2467.22 2715.73 2233.64 2068.75 2010.42 3973.15 2601.03 4165.2 3752.17 3391.08 2574.49 1945.93 5166.79 10789 7322.04 5336.05 8864.37 7867.78
threshold=7.5000000000000009 896.11410003207016 0.03509852216748769 3.5000000000000004 0.17752100840336138 875.42535503207012 3148.0373600000007 4.5000000000000009 1.5000000000000002 618.32798669873671 864.42307003207009 875.42535503207012 3148.0373600000007 0.32971014492753631 2.5000000000000004 804.4082275320701 3.5000000000000004 0.13100686498855837 3.5000000000000004 8.5000000000000018 6.5000000000000009 1.5000000000000002 0.24695121951219515 1.5000000000000002 6.5000000000000009 0.10620300751879701 853.50491753207018 830.42336253206997 840.46259753207016 0.11583184257602865 1.0000000180025095e-35 1.5000000000000002 0.61651583710407254 2.5000000000000004 3.5000000000000004 0.53033088235294124 3247.4275200000006 2.5000000000000004 0.97100840336134464 0.97402159244264519 7.5000000000000009 0.05634920634920635 0.043961352657004842 1.0000000180025095e-35 1030.5273950320702 0.12060606060606062 9.5000000000000018 34.500000000000007 2.5000000000000004 0.059714795008912663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 32 -7 -9 -4 19 12 -11 14 15 16 -14 35 29 31 21 -21 23 24 25 28 27 -26 -17 -13 -31 -8 33 -2 -32 -15 37 -3 40 41 43 -40 -41 -38 45 46 47 48 -45 -50
right_child=1 36 9 4 -6 7 10 8 -10 11 -12 18 13 17 -16 22 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 30 34 -33 -34 -35 -36 -37 38 -39 39 42 -42 -43 -44 44 -46 -47 -48 -49 49 -51
leaf_value=0.00045652826001592989 0.47250202624098786 -0.052911610917053375 -0.65221040947362785 -2.4624101402858898 0.38890153524037957 -0.98374040621631564 2.0410315666198731 1.0973244963270246 -1.139310194849968 0.027631331444731944 2.1378054664248514 -0.050767341158250823 -2.7886430543401968 1.6096680198396958 -1.6886796116828919 0.2850096974041193 -0.11773856381575268 -0.67270943881184975 1.5263292541558093 -0.10377368251482647 -0.9356319093704224 2.1066278304372514 1.0069941304978871 0.62742483364908319 -0.16962724629044534 1.3707692374353826 0.33659244559027934 -3.3632251405715943 -1.8074933457374573 -0.2511975683875986 1.9570440300873349 0.52934922661100126 -0.028099250873175181 -0.4665363961282899 0.57337194442749018 0.30640877814128481 -0.098430414004962094 -0.3070123684432533 1.5361388348415494 -1.1642459607124329 -0.8498807900800156 0.27069756376660531 0.31054141624220488 1.5445060815811158 -0.020753510961645939 1.4479502044146575 -1.3844371794626631 0.8272803791364034 -1.3630958872762593 0.41985133873091807
leaf_weight=569203 327 3536 96 24 37 53 25 33 20 1663 21 137 23 21 40 31 24 27 22 30 20 21 21 38 25 23 22 20 20 37 28 21 243 34 20 29 1009 745 40 20 52 45 29 25 1128 79 29 105 55 45
leaf_count=569203 327 3536 96 24 37 53 25 33 20 1663 21 137 23 21 40 31 24 27 22 30 20 21 21 38 25 23 22 20 20 37 28 21 243 34 20 29 1009 745 40 20 52 45 29 25 1128 79 29 105 55 45
internal_value=0 -0.0254313 0.036598 0.19565 -0.732926 0.262446 0.352112 -0.365215 0.253311 -0.0244828 0.938039 0.00205258 -0.0389408 -0.343088 -0.520591 -0.331427 -1.42478 0.318516 0.3426 0.722696 0.315681 0.806392 -0.07449 -0.201368 -0.424731 0.0569341 -0.956719 -1.589 -0.53558 0.225294 0.67024 1.35092 0.218241 0.384061 1.38051 0.853778 -0.0547036 -0.0971314 0.013554 0.442893 -0.00921272 0.866199 -0.291413 0.00844981 0.082012 0.424969 0.11294 0.30174 -0.139714 -0.56077
internal_weight=0 10218 3276 909 61 848 742 106 53 2367 138 2271 2027 364 287 247 47 77 244 117 71 51 200 179 141 74 67 45 51 222 85 46 604 361 48 50 6942 4281 2661 134 2527 85 49 2475 1466 338 259 230 125 100
internal_count=579421 10218 3276 909 61 848 742 106 53 2367 138 2271 2027 364 287 247 47 77 244 117 71 51 200 179 141 74 67 45 51 222 85 46 604 361 48 50 6942 4281 2661 134 2527 85 49 2475 1466 338 259 230 125 100
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=51
num_cat=0
split_feature=3 0 2 10 10 9 6 1 11 9 13 13 1 5 3 1 4 0 12 5 5 8 13 4 13 7 8 8 13 1 0 5 13 8 10 13 0 0 12 3 6 14 10 12 4 5 14 0 13 7
split_gain=691.955 5558.31 3058.11 10725.1 6037.92 20853.4 5291.99 6307.54 5876.21 4400.39 4046.29 3531.3 3513.91 3492 5524.19 2922.13 2893.38 2873.62 5744.92 2682.67 2678.58 4379.66 3222.63 3794.22 4368.37 3065.56 3002.55 2749.35 3491.06 3194.01 2675.86 2619.7 2606.29 2590.3 3819.59 2707.86 2573.23 3225.03 2540.27 3266.66 3183.67 2507.16 2407.18 3381.03 2378.57 2336.29 2374.44 2333.79 2281.47 3024.72
threshold=20.500000000000004 1135.5863325320704 3.5000000000000004 0.42206477732793529 0.16441441441441443 3.5000000000000004 2.5000000000000004 2393.1946050000006 0.48749218261413391 3.5000000000000004 0.73431372549019625 0.47140522875816998 1566.7205450000004 3.5000000000000004 18.500000000000004 2220.9968100000001 3.5000000000000004 597.95580503207009 4.5000000000000009 6.5000000000000009 4.5000000000000009 4.5000000000000009 0.18065268065268067 4.5000000000000009 0.21525096525096529 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 0.20256410256410259 2350.1179550000002 564.97365503207004 1.5000000000000002 0.62678571428571439 1.0000000180025095e-35 0.5270467836257311 0.10762548262548265 542.77612253207008 518.73793503207014 3.5000000000000004 17.500000000000004 1.0000000180025095e-35 0.22361111111111112 0.21132376395534294 2.5000000000000004 8.5000000000000018 1.5000000000000002 0.40967365967365971 569.77478253207005 0.050641025641025648 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 44 4 6 10 8 11 12 33 13 36 -4 38 -15 42 -13 18 20 47 25 22 26 -24 -25 -2 -22 -27 29 -29 -23 -3 -17 34 -5 -35 37 -8 39 40 -6 -20 43 -7 -1 -42 -47 -14 49 -46
right_child=17 31 3 9 5 15 7 -9 -10 -11 -12 16 19 14 -16 32 -18 -19 41 -21 21 30 23 24 -26 27 -28 28 -30 -31 -32 -33 -34 35 -36 -37 -38 -39 -40 -41 45 -43 -44 -45 48 46 -48 -49 -50 -51
leaf_value=-0.002162821492167683 -0.47366679157081404 -0.014252564037193492 1.3441934370994568 0.00025671029574850685 0.92968024050665865 0.35696087119908171 0.83562001470062475 2.1804264378547669 -1.6970883107185366 -0.80598417848348625 1.1371509701013565 0.50436514802277088 -0.05154180812874231 0.96675657994893138 -0.30456299853667751 -0.11491484832432536 -0.7338499087354412 0.0078563431027324961 -0.44310740128691706 -1.140189962387085 -0.78581170141696932 -0.48528026938438418 -0.20694451387655938 -2.2648302033543586 -0.67970176248398051 0.22343612545875488 0.32444219124667789 -0.077223594873039814 0.26677811558430015 -1.5764353287220001 0.75288111772388222 -0.16985715932696288 1.0588560377332299 0.27437000330059957 -0.78589419781706715 -0.18526804549968179 0.89782935953742982 -0.4542276578290122 0.32347677619924453 0.95503407893219494 0.48796308492169232 -1.313333046816765 -0.73689274776987979 -0.98111454503876827 0.22782890015143031 0.29395850491523745 -1.0585212803549238 0.16387424368725778 0.066894583566273175 1.1664768717473462
leaf_weight=433995 95 1737 20 117 74 58 36 20 20 115 112 32 1450 49 113 135 46 132232 112 20 32 24 177 20 133 557 102 27 52 30 64 2869 22 195 131 374 106 42 229 270 66 47 157 28 188 25 27 770 2027 42
leaf_count=433995 95 1737 20 117 74 58 36 20 20 115 112 32 1450 49 113 135 46 132232 112 20 32 24 177 20 133 557 102 27 52 30 64 2869 22 195 131 374 106 42 229 270 66 47 157 28 188 25 27 770 2027 42
internal_value=0 -0.00189271 -0.000751596 0.0781431 0.150521 0.320399 0.0600123 0.468673 0.00946748 -0.226822 0.572044 0.338005 0.0245697 0.497845 0.0799719 -0.286696 -0.225864 0.00630956 -0.13264 0.0127874 -0.0638929 -0.231597 -0.354265 -0.5222 -0.886908 0.0577529 0.0593069 0.133556 -0.32574 -0.866282 0.415201 -0.111176 0.0495626 -0.1453 -0.415008 -0.0277471 0.577036 0.141087 0.595812 0.730801 0.415473 -0.700344 -0.503949 -0.0786916 -0.00163033 0.0930038 -0.408291 0.0231746 0.100762 0.399234
internal_weight=0 445717 441111 4859 3927 1365 2562 282 2280 932 965 262 2260 853 162 400 78 133704 1472 2240 1313 552 464 330 153 761 134 666 109 57 88 4606 157 817 248 569 184 78 691 462 192 159 243 86 436252 118 52 2220 2257 230
internal_count=579421 445717 441111 4859 3927 1365 2562 282 2280 932 965 262 2260 853 162 400 78 133704 1472 2240 1313 552 464 330 153 761 134 666 109 57 88 4606 157 817 248 569 184 78 691 462 192 159 243 86 436252 118 52 2220 2257 230
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=51
num_cat=0
split_feature=8 14 6 9 10 10 0 1 4 5 1 14 0 6 6 2 0 3 1 10 4 10 0 8 6 0 10 1 13 4 2 1 13 10 10 5 5 3 10 13 3 10 7 0 0 7 13 4 6 10
split_gain=672.7 1410.03 2602.6 3221.28 5650.45 5586.23 8943.79 10939.1 7607.96 6451.48 6309.7 5648.1 5035.6 7239.64 4228.88 4176.91 3763.37 5029.35 4121.08 5681.3 3627.19 6063.74 3432.44 3451.14 3391.35 3327.28 4133.63 3274.39 3879.54 3255.42 3096.27 3048.8 4053.85 3305.37 3243.71 6180.61 11591.2 2932.17 3358.25 2884.36 2882.62 2834.35 2772.69 4155.16 2653.5 3658.82 5630.07 3278.07 3064.04 3514.24
threshold=1.5000000000000002 0.76568627450980398 2.5000000000000004 2.5000000000000004 0.55718954248366026 0.23166368515205729 763.29588003207004 2661.2063200000007 2.5000000000000004 3.5000000000000004 2478.1650450000002 0.90161290322580656 908.49508003207006 3.5000000000000004 5.5000000000000009 2.5000000000000004 1006.7816783654035 18.500000000000004 3035.3728750000005 0.96076923076923093 7.5000000000000009 0.037749287749287756 765.38439336540341 4.5000000000000009 5.5000000000000009 686.82517503207021 0.1012820512820513 2339.2687100000007 0.072299651567944254 5.5000000000000009 3.5000000000000004 2504.0887350000007 0.080540540540540564 0.68857758620689669 0.42206477732793529 6.5000000000000009 7.5000000000000009 28.500000000000004 0.36939571150097467 0.13100686498855837 24.500000000000004 0.84292763157894746 3.5000000000000004 931.97496003207004 1187.5535858654036 3.5000000000000004 0.065942028985507259 5.5000000000000009 5.5000000000000009 0.36939571150097467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 16 5 6 7 10 -8 15 25 27 -13 -14 20 -10 17 -4 19 30 21 -11 -6 -24 42 26 -5 -7 -29 -23 31 -19 33 -33 -34 41 -37 38 -30 -9 -18 -36 43 -21 45 46 -42 -47 49 -48
right_child=1 2 3 4 22 11 8 39 9 14 -12 12 13 -15 -16 -17 40 18 -20 24 -22 29 23 -25 -26 -27 -28 28 37 -31 -32 32 34 -35 35 36 -38 -39 -40 -41 44 -43 -44 -45 -46 47 48 -49 -50 -51
leaf_value=0.0025130009353156769 -0.0082245276119059275 0.02723219562639273 -0.018057588145856323 0.056720590380440777 -0.034624643012881283 1.8620689428665422 0.97183652877369353 0.24201339042705039 -0.40575037343161446 -1.2910223364830018 -1.2445104305321972 -0.029384923270095287 2.0904476231144322 0.15974635384403743 -1.1192283304838033 -2.1630753056783427 -0.071237557547594532 -0.2430373922628426 -1.5005403247144489 1.0766180922587714 1.114523004401814 -0.23903765374963937 -1.5083326715490093 0.014475441486998039 -0.49005189106382174 -0.34893897786026912 1.0728515273140322 -0.49377519176119855 1.3808202735015325 1.0855536099523306 0.73261231982282238 -0.6880706365017788 -0.76305349451991233 -2.0240380614034592 -0.29771400846418788 2.5268795062195171 -0.37165151725749712 2.0140073968605563 -0.2312102645635605 1.5241396792837092 -0.84003106168338226 -1.6695093107223511 1.5329920772711436 -0.75742201123918806 0.053065440339495 0.62079406626321176 0.10573266707360746 2.1622220548716462 -0.088695909364803427 1.6437041514959092
leaf_weight=375285 171816 26934 1486 113 75 33 34 23 21 40 36 227 31 52 52 38 636 1027 27 30 22 55 46 22 29 84 62 21 28 28 28 46 130 31 61 22 37 22 24 74 35 20 30 21 268 37 24 22 37 39
leaf_count=375285 171816 26934 1486 113 75 33 34 23 21 40 36 227 31 52 52 38 636 1027 27 30 22 55 46 22 29 84 62 21 28 28 28 46 130 31 61 22 37 22 24 74 35 20 30 21 268 37 24 22 37 39
internal_value=0 -0.00461992 0.0145425 -0.0489154 0.0908134 0.166392 -0.0125842 0.298892 -0.433614 -0.620275 -0.00402382 0.445072 0.214324 0.880852 -0.345547 -1.53759 -0.0917185 -0.149278 -0.27598 -0.254113 -0.0680894 -0.279614 -0.501131 -1.01566 0.437918 0.168399 0.416721 1.00391 0.705819 0.207812 -0.30841 -0.329624 -0.58589 -1.22593 -0.403361 -0.0693607 0.709157 1.04624 0.636806 1.22013 0.0668597 -0.636429 0.770154 0.321425 0.256968 0.538647 0.25155 1.19556 0.633603 1.05781
internal_weight=0 204136 32320 5386 1263 1120 682 392 290 256 295 438 310 83 197 59 4123 3025 1539 1512 145 123 143 68 110 259 175 128 95 83 1402 1374 347 77 270 140 59 74 52 97 1098 81 81 51 462 194 135 59 100 63
internal_count=579421 204136 32320 5386 1263 1120 682 392 290 256 295 438 310 83 197 59 4123 3025 1539 1512 145 123 143 68 110 259 175 128 95 83 1402 1374 347 77 270 140 59 74 52 97 1098 81 81 51 462 194 135 59 100 63
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=51
num_cat=0
split_feature=3 0 13 5 9 1 3 7 4 0 0 10 1 4 0 13 10 11 7 2 14 13 13 0 14 5 13 11 10 4 5 11 11 13 8 9 13 7 6 10 0 13 13 12 11 0 0 10 14 7
split_gain=682.641 3983.57 2052.09 2049.64 2010.18 1975.38 2387.17 2725.81 2350.02 3877.42 2255.43 1691.67 1745.36 1656.44 3808.62 6612.04 7873.76 8919.56 3771.77 3394.54 7511.15 6956.15 7910.61 10046.9 10068.7 13891.1 8338.05 7363.51 7226.62 6540.18 5945.27 5804.99 8751.6 5346.84 6347.25 6081.82 5023.24 5761.02 4945.64 5336.66 4920.61 5137.56 4586.61 4394.03 4334.64 4061.7 4114.92 4044.72 5198.81 4973.46
threshold=11.500000000000002 690.64043336540351 0.89564428312159727 4.5000000000000009 3.5000000000000004 1449.7315349999999 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 698.35489753207014 571.91671336540344 0.45584415584415588 1360.7318050000001 4.5000000000000009 628.30594169873677 0.26006441223832533 0.037749287749287756 0.044466403162055343 1.5000000000000002 3.5000000000000004 0.15894736842105264 0.54415584415584417 0.031754032258064523 797.48407503207011 0.27386363636363642 4.5000000000000009 0.32200460829493094 0.046536796536796543 0.04083333333333334 2.5000000000000004 9.5000000000000018 0.21807065217391305 0.61651583710407254 0.81365740740740755 4.5000000000000009 2.5000000000000004 0.077935222672064791 2.5000000000000004 5.5000000000000009 0.19139194139194141 967.90685753207003 0.036375661375661381 0.080540540540540564 7.5000000000000009 0.27429467084639503 848.40826753207011 782.40568753207003 0.25290697674418611 0.15075757575757578 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 7 -7 -2 10 11 12 -10 14 15 -8 17 -17 -18 -16 31 22 28 26 25 43 27 -24 -22 -28 36 33 44 35 -35 40 -26 -38 47 -40 41 -21 -29 -25 -33 46 -30 48 49 -37
right_child=5 2 -4 -5 -6 6 13 -9 9 -11 -12 -13 -14 -15 19 16 18 -19 -20 20 21 -23 23 24 30 -27 29 42 45 -31 -32 32 -34 34 -36 38 37 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.0010786720659363717 0.0090976070756905638 -0.078498993345083867 -0.30959758774717661 -0.15091709275969781 -0.18836236147229404 -0.024021272152314355 0.017342112238121665 -0.15828298682294978 -0.35227022372759309 -0.01025825770754556 0.090531620618577918 0.42247995217647705 0.22963332515883159 -0.0043375247602089008 0.018424798373734744 0.22114846310345457 -0.093857501517507047 -0.19267481700745503 -0.24866135792645558 1.0192057626588005 1.5068317587035045 0.24607513134602371 -0.049848828444483392 -2.9610029006004335 -1.1609656396011512 0.36748703821347312 -2.0395402194597785 -2.086861202737381 -0.015518168368558774 -0.58492445021667738 -0.6630849537323229 -2.0455397810254778 1.1365732997655869 -1.7254467834125866 0.53221526741981506 -0.13688963292672046 -4.151572955222357 -1.8359756404703316 1.6033213442447138 0.1832141002741727 -1.526055135797052 -0.55465497229248284 -0.44360944963083038 -0.91300285675308934 -0.5900560344520368 0.86887264138176334 -1.2334821242274661 0.4090940998443629 1.5212812413340031 0.41425151771389396
leaf_weight=114113 39576 3837 427 932 576 8361 13128 1846 65 4449 5749 382 249 248613 124024 1440 5043 816 2288 28 35 262 717 20 24 78 39 29 174 149 32 28 24 33 20 667 21 22 51 55 34 80 41 22 76 42 33 431 23 217
leaf_count=114113 39576 3837 427 932 576 8361 13128 1846 65 4449 5749 382 249 248613 124024 1440 5043 816 2288 28 35 262 717 20 24 78 39 29 174 149 32 28 24 33 20 667 21 22 51 55 34 80 41 22 76 42 33 431 23 217
internal_value=0 -0.00672011 -0.101641 -0.0032195 -0.00201926 0.00175316 -0.000549794 -0.0483033 0.0204189 0.0615473 0.111115 0.281133 0.109176 0.000672243 0.00896194 -0.0287635 -0.0918983 0.0714677 -0.142172 0.0156813 -0.0813401 -0.228819 -0.313001 -0.425832 -1.03789 -0.422018 -0.288353 -0.145424 0.161362 -0.88668 -1.78441 0.063885 -0.5847 0.114537 -0.873499 0.147555 -2.31997 -2.96685 0.208963 0.866473 -0.476905 -0.146617 -1.12439 -1.88824 -0.981917 -0.0277607 -0.209686 0.156873 0.0370195 -0.0015982
internal_weight=0 119885 4264 115621 114689 459536 409066 10207 50470 10894 6445 696 314 398859 150246 22715 9587 2256 7331 127531 3507 1740 1478 1194 219 120 975 787 284 188 99 1767 128 1639 53 1586 67 43 1444 106 142 108 70 42 104 249 207 1338 907 884
internal_count=579421 119885 4264 115621 114689 459536 409066 10207 50470 10894 6445 696 314 398859 150246 22715 9587 2256 7331 127531 3507 1740 1478 1194 219 120 975 787 284 188 99 1767 128 1639 53 1586 67 43 1444 106 142 108 70 42 104 249 207 1338 907 884
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=51
num_cat=0
split_feature=3 0 1 5 8 2 13 0 1 9 4 11 13 0 6 13 13 5 10 0 5 6 13 13 14 14 3 7 14 14 14 14 12 10 14 3 0 14 3 0 6 10 4 12 11 3 0 11 13 13
split_gain=729.553 3790.05 2832.28 2226.99 6301.6 4279.53 8202.18 7202.18 3466.97 2985.58 2657.67 5046.9 3914.41 5498.58 4552.83 6204 6758.99 5460.38 5866.57 7995.9 5322.35 4568.61 4410.56 7031.69 11216.5 4393.63 4567.84 8937.92 4248.8 4214.19 4201.32 4187.22 8167.15 7283.49 4108.19 3346.84 6657.83 5813.58 4166.28 4427.18 5378.26 3615.38 5929.81 3720.65 7071.06 3334.73 2870.74 2818.87 2782.72 4094.8
threshold=19.500000000000004 1127.0524375320704 1737.8836200000003 5.5000000000000009 4.5000000000000009 3.5000000000000004 0.03883861236802414 887.39409003207015 2092.9460250000006 2.5000000000000004 10.500000000000002 0.97014260249554385 1.0000000180025095e-35 1199.6178025320703 1.0000000180025095e-35 0.1856158484065461 0.14119601328903655 7.5000000000000009 0.68857758620689669 1261.1435850320706 7.5000000000000009 1.5000000000000002 0.22361111111111112 0.27149877149877155 0.17445652173913045 0.50609756097560987 30.500000000000004 2.5000000000000004 0.14907407407407411 0.21132376395534294 0.3623737373737374 0.23606811145510839 4.5000000000000009 1.0000000180025095e-35 0.65821566110397967 40.500000000000007 1332.1595350320702 0.12060606060606062 29.500000000000004 1199.6178025320703 3.5000000000000004 0.28759398496240607 11.500000000000002 5.5000000000000009 0.075961538461538483 36.500000000000007 1063.5212350320703 0.050641025641025648 0.35388994307400384 0.48331479421579543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 9 -7 -8 -4 -6 -5 12 13 -12 31 16 35 18 22 46 21 -18 45 24 -24 26 -25 -28 -29 48 -31 32 -14 -34 -32 38 37 -37 -16 40 41 43 -43 -40 -45 -17 -20 -41 -19 -50
right_child=2 -3 3 10 5 6 7 -9 -10 -11 11 -13 14 -15 15 17 20 29 19 -21 -22 -23 23 25 -26 -27 27 28 -30 30 34 -33 33 -35 -36 36 -38 -39 39 47 -42 42 -44 44 -46 -47 -48 -49 49 -51
leaf_value=-0.0016023682896992787 -0.55198669479443474 -0.1553749920477672 0.1107497761785689 -0.0176846411336701 -0.19433197748828127 -1.3385855752229692 0.66535131635045164 -1.2207951794499936 0.012511165702220368 -0.58684044938728996 1.6319471018879039 1.6734820507821582 2.2490338873456825 -0.27761520433425901 0.89809952656428027 0.21880422103263084 -2.8376784281297165 -0.62729532832191115 1.3578687148094177 -0.11208898929449229 -0.1146610539406538 -0.8618026027679444 3.2329721260638467 -1.1670130029320718 0.0019421443343162537 1.4750283497571948 1.5301510483929606 -1.5111909637451173 0.35156365971391401 -1.6091127316157026 0.88769103714397968 -0.20252963235211927 1.1033229900372994 -1.2652741864323618 -1.0903283374650139 0.082358353788202457 -0.87816449444402345 2.3561611268831335 -0.70329341653777266 -0.12206003412808458 0.77063117218017574 -1.0210515864964191 1.1561320852149617 -3.0865336927500642 -0.48852599501609806 -1.5633095008986337 2.9438420273008803 1.0581454353140933 1.8377079761028292 -0.065531563300352841
leaf_weight=417731 91 1609 3711 41384 874 30 169 23 112419 249 38 21 33 25 30 21 22 21 25 26 32 25 21 31 22 20 33 25 24 33 21 43 37 20 21 22 22 23 87 73 25 29 22 22 20 21 21 28 20 26
leaf_count=417731 91 1609 3711 41384 874 30 169 23 112419 249 38 21 33 25 30 21 22 21 25 26 32 25 21 31 22 20 33 25 24 33 21 43 37 20 21 22 22 23 87 73 25 29 22 22 20 21 21 28 20 26
internal_value=0 -0.00219239 0.00574308 0.0060603 0.0131579 -0.202053 0.199137 0.439407 0.0156504 -0.281362 -0.0135514 0.137688 0.108632 0.874184 0.0625676 -0.0169787 -0.263629 0.258219 0.506998 1.28963 -1.10941 -1.78668 0.248516 0.468245 1.57989 0.108841 -0.132962 0.25796 -0.598821 -0.249852 -0.764748 0.609224 0.997062 0.272236 -0.101319 -0.0978311 0.547522 1.24452 -0.226518 -0.336774 -0.603759 -0.794647 -0.0818743 -1.07644 -1.84939 -0.672253 2.0819 0.205126 0.326524 0.761964
internal_weight=0 419340 160081 159990 117475 1345 222 192 116130 1123 42515 1131 1110 63 1047 914 482 432 290 72 79 47 218 176 43 133 113 82 49 142 75 133 90 57 42 403 67 45 336 306 205 180 51 129 42 42 46 101 67 46
internal_count=579421 419340 160081 159990 117475 1345 222 192 116130 1123 42515 1131 1110 63 1047 914 482 432 290 72 79 47 218 176 43 133 113 82 49 142 75 133 90 57 42 403 67 45 336 306 205 180 51 129 42 42 46 101 67 46
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=51
num_cat=0
split_feature=7 13 1 0 13 3 13 14 14 0 8 14 0 5 13 12 13 1 14 1 14 5 6 4 1 3 0 3 10 6 12 9 13 14 6 4 13 4 13 1 13 5 6 13 4 5 0 5 0 1
split_gain=736.503 1340.15 2890.94 9040.71 4373.34 3294.45 3459.42 3257.73 3328.01 4410.37 3292.13 3692.31 3264.84 2859.79 2573.5 3918.6 5060.23 5065.97 9798.62 7741.77 7139.83 6946.53 6513.33 5460.46 5806.91 5378.45 7357.55 5631.05 5563.52 4559.92 3841.99 3242.02 10312.3 6431.89 5396.34 4534.37 4095.33 5537.15 4689.59 4845.07 3565.71 3146.62 7294.44 6949.61 6063.46 3537.84 3138.09 3068.72 2973.61 3191.64
threshold=2.5000000000000004 0.52786377708978338 3585.7070200000003 1015.5416250320701 0.65450928381962881 42.500000000000007 0.85092592592592597 0.037749287749287756 0.03509852216748769 752.38887753207007 5.5000000000000009 0.039230769230769243 935.44215503206999 13.500000000000002 0.12660256410256412 5.5000000000000009 0.077935222672064791 3305.7150050000014 0.18301435406698566 3193.0687900000007 0.28062500000000007 7.5000000000000009 2.5000000000000004 10.500000000000002 3757.3374450000006 32.500000000000007 905.47011253207006 33.500000000000007 0.059714795008912663 2.5000000000000004 2.5000000000000004 4.5000000000000009 0.17445652173913045 0.43050193050193059 1.0000000180025095e-35 5.5000000000000009 0.30495169082125612 9.5000000000000018 0.46291208791208799 3383.3926800000004 0.15504807692307696 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 10.500000000000002 1102.5722025320704 4.5000000000000009 1135.5863325320704 3069.4597500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 7 13 -5 6 -6 8 -3 -10 11 12 -9 -4 15 16 48 19 25 -18 29 23 47 24 46 28 -27 -28 -19 -20 -23 -16 34 36 -33 -35 37 -34 39 -38 -36 -17 43 -43 45 -45 -22 -21 49 -2
right_child=1 2 3 4 5 -7 -8 10 9 -11 -12 -13 -14 -15 31 41 17 18 20 22 21 30 -24 -25 -26 26 27 -29 -30 -31 -32 32 33 35 40 -37 38 -39 -40 -41 -42 42 -44 44 -46 -47 -48 -49 -50 -51
leaf_value=0.0012849566928868296 -0.0092234957537907815 -0.10294088063323324 1.6496905610517221 0.79750881573328614 -1.6952010207135104 0.29399897536715947 -0.1981326141140678 1.5472621641556423 -1.9867943248140034 -0.40901998402653161 -0.21622823976897076 0.024002573518370068 0.083890769270158594 0.27441069398607526 -0.043239361008599805 -0.10493109948081081 0.090715277692866469 0.57902455535428288 -1.6257829273069229 -0.74966499676575538 1.3950872882719965 -1.6091017281015714 0.4138577157258988 -0.27316168944040936 2.404826219558716 2.3708216165006162 -1.1895255951654344 0.58020258560180671 2.4079576458686436 -0.066170145610445416 0.16223191499710085 -0.3536286246776581 0.24057262631169724 -0.016516162106331358 1.0244175843217158 -1.3845929952859879 0.57885556266858029 -1.2671472376212478 -0.41296550741902105 2.2965634961922965 2.445592781672111 1.8710631642792679 -0.31439249830586569 -0.4455568008859393 1.5101166737802103 0.7949378175880103 0.061792506023151117 -2.1106533934672673 0.10724274959621938 -0.17604270402348163
leaf_weight=512809 9627 408 54 39 29 37 33 30 22 91 577 15092 31 21 26754 3906 5341 29 37 37 31 24 30 42 25 20 21 125 39 38 25 20 102 47 55 50 52 32 27 24 26 37 140 71 33 34 41 30 1874 1302
leaf_count=512809 9627 408 54 39 29 37 33 30 22 91 577 15092 31 21 26754 3906 5341 29 37 37 31 24 30 42 25 20 21 125 39 38 25 20 102 47 55 50 52 32 27 24 26 37 140 71 33 34 41 30 1874 1302
internal_value=0 -0.00989217 0.0148627 0.38088 -0.0994087 -0.45274 -0.898374 0.0100653 -0.23595 -0.716197 0.0182137 0.0271409 0.803582 1.26461 -0.0180194 0.00663278 0.0262409 0.102566 0.408173 0.0746357 -0.010654 0.318438 -0.810737 0.679346 1.09177 0.878905 0.572059 0.325653 1.62797 -0.835579 -0.70536 -0.0388362 0.231971 -0.0357733 1.11738 -0.72171 0.244969 -0.11948 0.719106 1.12129 1.4806 -0.0804121 0.223624 0.654037 0.327733 -0.0438728 0.63585 -1.35906 -0.00914077 -0.0290971
internal_weight=0 66612 16464 213 138 99 62 16251 521 113 15730 15153 61 75 50148 22959 18738 5935 497 5438 263 188 97 139 97 234 166 146 68 75 49 27189 435 334 101 97 237 134 103 76 81 4221 315 175 138 105 72 67 12803 10929
internal_count=579421 66612 16464 213 138 99 62 16251 521 113 15730 15153 61 75 50148 22959 18738 5935 497 5438 263 188 97 139 97 234 166 146 68 75 49 27189 435 334 101 97 237 134 103 76 81 4221 315 175 138 105 72 67 12803 10929
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=51
num_cat=0
split_feature=3 0 14 1 8 6 9 11 4 13 1 8 12 14 14 5 7 10 0 4 10 4 5 10 13 13 1 3 0 10 10 0 0 13 14 0 4 14 10 13 10 8 13 4 0 1 6 6 0 1
split_gain=702.299 3775.39 2317.35 2140.87 2159.99 6088.64 3714.06 5009.64 4300.64 4142.88 4650.52 2967.91 2780.18 4293.74 6117.06 2748.11 4131.79 3223.9 3093.8 3037.57 3001.21 4457.41 2970.36 3239.85 2522.8 2441.85 2398.79 3918.22 5566.15 2226.43 2889.87 4021.23 3807.57 3725.93 4091.34 3719.37 5350.24 2870.7 2851.43 2711.31 2701.59 2954.63 4306.74 2566.1 6088.47 2465.96 2545.45 2259.24 2141.5 2124.75
threshold=21.500000000000004 1212.7814533654036 0.19292803970223329 2318.1760700000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 0.044466403162055343 7.5000000000000009 0.18065268065268067 2211.1519700000003 3.5000000000000004 2.5000000000000004 0.30116279069767443 0.43050193050193059 4.5000000000000009 3.5000000000000004 0.83527131782945752 651.62894169873675 3.5000000000000004 0.95346320346320357 6.5000000000000009 3.5000000000000004 0.77032967032967048 0.90550595238095244 0.90550595238095244 2308.1094050000006 22.500000000000004 1154.1210150320703 0.95346320346320357 0.267948717948718 712.37379669873678 730.3665416987368 0.21525096525096529 0.77951388888888895 767.39449753207009 1.5000000000000002 0.04210992907801419 0.65058139534883741 0.13423423423423428 0.39009661835748799 1.5000000000000002 0.54415584415584417 2.5000000000000004 765.38439336540341 2277.1025750000003 1.0000000180025095e-35 1.0000000180025095e-35 740.62473128207 2134.2167150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 15 6 -6 8 9 12 11 -11 -8 -14 -15 16 19 25 -17 22 21 -19 -2 -24 -21 49 -7 -28 -29 30 31 -20 -33 34 38 36 -35 -31 48 -40 -38 -42 -43 44 -34 47 -47 -39 -32 -18
right_child=3 2 -4 -5 5 26 7 -9 -10 10 -12 -13 13 14 -16 18 17 20 29 24 -22 -23 23 -25 -26 -27 27 28 -30 37 33 32 43 35 -36 -37 40 45 39 -41 41 42 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0011320308652634735 0.019921716488897803 -0.054081615948274778 -0.28559773066587685 0.0034971563780977905 0.11150150376487709 -0.050740010548168818 1.1412435781179358 -0.17000646778692804 1.7032057176033657 1.3065085097595499 -0.0077413928747435152 0.33952540255744351 -0.078151364068486801 2.3621205578679625 0.25055149267701543 -0.60596677067846361 0.24217670670262093 1.8428871836960317 0.85829904740903451 0.26118658074969797 0.08900721481925733 -0.108794412558729 1.7101021366459983 0.18885912554604667 -0.40711837391699518 0.43676991647109392 -0.18840698332622136 1.7222678525667441 -0.15558016675489922 0.87350283253651395 0.20063342589598437 -1.0719099464717992 1.4036797207262781 1.4116947271205762 0.90279077556398191 0.80053487463792161 0.78091415387612806 -0.49524264163979947 -0.12454689411740555 1.1840419602394103 0.25562168037891392 0.19418352597526142 -1.4228525032103061 -0.20268507726249047 -0.19280845558559392 0.10662332561153631 -0.70459914357456943 -0.0070044250669799267 -0.83506246794794881 -0.30968895866544865
leaf_weight=467124 32 1089 717 103291 781 1461 119 120 30 54 231 77 67 23 34 101 81 25 41 635 444 22 42 21 62 60 58 38 27 26 26 43 36 27 36 150 27 116 76 20 50 28 40 432 71 52 151 518 86 503
leaf_count=467124 32 1089 717 103291 781 1461 119 120 30 54 231 77 67 23 34 101 81 25 41 635 444 22 42 21 62 60 58 38 27 26 26 43 36 27 36 150 27 116 76 20 50 28 40 432 71 52 151 518 86 503
internal_value=0 -0.00168995 -0.145996 0.00717223 0.0598948 0.122529 0.264391 0.422545 0.534523 0.476572 0.262173 0.738129 0.795964 0.464608 1.10259 0.011998 0.0987477 -0.023571 -0.0656457 0.27404 0.169446 0.929334 0.804503 1.20302 0.201739 -0.170731 -0.0150336 0.409089 0.942239 -0.0390509 0.0496912 -0.0989065 -0.166339 0.213254 -0.0814884 0.436599 0.119213 -0.161316 -0.251844 0.148076 -0.121457 -0.327931 -0.757014 -0.0940944 0.344328 -0.193461 -0.496798 -0.0963351 -0.594633 -0.233146
internal_weight=0 468930 1806 110491 7200 3120 1536 755 635 605 362 131 243 124 57 4080 1927 1135 2153 792 491 47 95 63 697 644 1584 123 65 2052 1189 623 582 566 244 322 172 863 208 96 145 118 68 539 107 837 203 634 112 584
internal_count=579421 468930 1806 110491 7200 3120 1536 755 635 605 362 131 243 124 57 4080 1927 1135 2153 792 491 47 95 63 697 644 1584 123 65 2052 1189 623 582 566 244 322 172 863 208 96 145 118 68 539 107 837 203 634 112 584
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=51
num_cat=0
split_feature=7 0 10 4 14 13 12 1 8 14 1 3 1 1 0 5 4 6 4 0 13 13 5 14 6 14 13 4 14 3 14 13 4 6 5 14 12 1 1 13 6 1 5 14 6 12 14 0 4 14
split_gain=729.292 1179.09 2850.71 2801.93 2080.24 4090.37 4068.44 3700.06 2923.33 2910.32 5620.91 2347.05 4040.27 2445.45 2192.2 3087 3114.01 3094.91 3192.52 3792.36 2845.12 4045.9 2253.66 2395.78 2615.56 2698.14 3898.28 3975.91 4064.55 2245.52 5811.28 3245.41 2247.9 4995.19 5867.17 2682.97 2587.86 3554.79 2560.41 2447.38 2204.01 3280.62 2217.54 3715.54 2156.88 2143.94 2136.53 2131.24 2667.7 3181.53
threshold=1.0000000180025095e-35 867.39038253207002 0.93844696969696983 7.5000000000000009 0.95553359683794481 0.54415584415584417 1.5000000000000002 2009.9685250000002 1.5000000000000002 0.88348416289592768 1916.0020250000002 20.500000000000004 2100.9616750000005 1731.8666800000003 791.3565587820699 5.5000000000000009 2.5000000000000004 1.5000000000000002 4.5000000000000009 726.36952003207 0.11651583710407241 0.29864864864864871 1.0000000180025095e-35 0.63245614035087727 1.0000000180025095e-35 0.18065268065268067 0.26006441223832533 5.5000000000000009 0.10435571687840291 20.500000000000004 0.13423423423423428 0.13423423423423428 4.5000000000000009 1.5000000000000002 4.5000000000000009 0.070598006644518277 4.5000000000000009 2100.9616750000005 2108.9910100000002 0.096006144393241177 2.5000000000000004 2084.9562000000001 3.5000000000000004 0.096006144393241177 2.5000000000000004 4.5000000000000009 0.15894736842105264 825.46808753207006 4.5000000000000009 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 44 -8 -9 14 -11 12 13 -6 15 29 -17 18 19 -18 -19 -22 -16 24 -24 26 27 28 45 32 -31 -32 33 36 35 -35 38 -38 -4 -39 42 -42 -34 -44 -7 -26 -10 48 -27 -50
right_child=-2 -3 3 -5 11 6 7 8 46 10 -12 -13 -14 -15 22 16 17 20 -20 -21 21 -23 23 -25 25 47 -28 -29 -30 30 31 -33 40 34 -36 -37 37 39 -40 -41 41 -43 43 -45 -46 -47 -48 -49 49 -51
leaf_value=0.0021888680031785647 -0.0030152041343409789 0.017177839256667809 -0.11758909950126484 0.13713323958599008 -0.23530736428404611 0.057527649853118638 -0.13598334243440111 -1.8802628840506079 -0.24293635469494446 0.26576864441687409 -1.9471481968959172 0.96479268724268141 -1.2547274339766732 0.59766813358757653 -1.1874740374088286 -0.45055161089851303 0.24564601083596549 0.10974206427733105 -0.17525211547102248 1.7805262164636091 2.3733623815619427 0.42861739546060562 0.19487367972681588 -0.95251220784536228 -0.4571818580230077 1.2265237579743067 0.27611691260879695 -1.3470368834584951 -1.2072410225868226 -1.8343955383850981 0.70878006577491759 -0.60685095192492011 -0.13804985643016082 -1.4752389107431685 -2.0569977114406917 -0.25504878224643668 -0.10503006757466825 0.38204628899693494 -1.3105861274898052 1.7344092296517415 0.82612218186259279 -0.19328138287420626 0.94960422492944285 0.035732743187577694 -0.71066421036626781 0.84180146632371133 -1.4829589505369465 -0.39049194520100572 0.45317794525105026 -1.0575834929943084
leaf_weight=185081 336420 54183 179 489 63 129 46 40 33 22 24 33 21 80 25 52 60 24 105 22 23 20 149 41 24 24 44 70 32 26 30 50 695 21 26 127 77 32 20 23 76 54 52 308 51 27 24 78 46 20
leaf_count=185081 336420 54183 179 489 63 129 46 40 33 22 24 33 21 80 25 52 60 24 105 22 23 20 149 41 24 24 44 70 32 26 30 50 695 21 26 127 77 32 20 23 76 54 52 308 51 27 24 78 46 20
internal_value=0 0.00417437 0.000442903 -0.0860288 -0.119627 -0.139963 -0.47646 -0.874641 -1.22493 -0.100121 -0.888797 0.19532 0.0404867 0.230693 -0.0865939 -0.0391032 0.254489 0.398828 0.189887 0.657443 0.981992 1.46883 -0.258707 -0.21687 -0.158191 -0.302318 -0.553395 -0.791948 -0.3238 -0.0891251 -0.535598 -0.113489 -0.0611214 -0.23779 -0.67157 -0.428184 -0.0097601 0.333557 -0.237488 0.94758 0.0141675 0.402678 -0.0337057 0.167736 -0.160127 0.230515 -0.765051 -0.00790051 0.323679 -0.00462855
internal_weight=0 243001 188818 3737 3248 3051 323 143 97 2728 46 197 164 143 2682 2102 306 254 187 82 67 43 580 555 514 365 197 153 83 1796 106 80 1690 505 174 148 331 132 199 55 1185 130 1055 360 180 51 57 168 90 66
internal_count=579421 243001 188818 3737 3248 3051 323 143 97 2728 46 197 164 143 2682 2102 306 254 187 82 67 43 580 555 514 365 197 153 83 1796 106 80 1690 505 174 148 331 132 199 55 1185 130 1055 360 180 51 57 168 90 66
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=51
num_cat=0
split_feature=7 13 0 1 13 9 3 13 4 2 10 1 10 0 6 8 0 3 4 9 11 12 14 10 10 2 10 13 7 10 0 1 0 13 13 13 6 11 10 1 13 14 10 10 10 10 10 3 12 13
split_gain=688.355 2532.61 2993.7 4118.05 2475.74 2818.57 3071.46 3789.36 3601.65 4961.38 4193.98 5023.52 2117.42 1759.93 1554.76 1213.23 845.69 774.354 2079.49 4706.42 5406.53 7149.2 8482.09 10669.7 6880.39 8165.45 11229.3 13554.7 13432 7011.21 7890.88 6739.41 6109.07 6853.8 5798.15 5698.8 5553.68 9481.21 7163.84 7841.3 6297.27 5701.24 5522.29 5648.8 5298 7147.89 7207.5 10583.9 9630.46 6156.36
threshold=9.5000000000000018 0.053342816500711245 908.49508003207006 1883.8705850000003 0.10762548262548265 2.5000000000000004 34.500000000000007 0.30860805860805868 3.5000000000000004 2.5000000000000004 0.41763565891472876 2258.0617350000007 0.57321428571428579 861.91193253206995 2.5000000000000004 1.5000000000000002 1176.0554425320704 26.500000000000004 8.5000000000000018 2.5000000000000004 0.087595907928388769 8.5000000000000018 0.070598006644518277 0.050641025641025648 0.54653679653679665 3.5000000000000004 0.35388994307400384 0.059714795008912663 3.5000000000000004 0.36474501108647456 1046.2061533654035 3990.9076300000002 1110.4908300320703 0.11237373737373739 0.16064516129032261 0.58434959349593507 1.5000000000000002 0.030776515151515155 0.24695121951219515 3383.3926800000004 0.19292803970223329 0.11237373737373739 0.40270270270270275 0.43534002229654406 0.25290697674418611 0.072299651567944254 0.1012820512820513 29.500000000000004 4.5000000000000009 0.091966173361522213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 16 6 8 -8 10 15 -6 -12 -4 -11 -7 -10 -3 -1 -19 -20 21 24 -23 -24 25 26 36 -28 -29 32 35 -26 -27 -34 -33 -31 44 38 -38 40 -40 -41 -30 -44 45 -21 -47 48 -48 -49
right_child=1 4 12 -5 5 14 7 -9 9 13 11 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 23 -25 31 29 27 28 42 30 -32 34 33 -35 -36 -37 37 -39 39 41 -42 -43 43 -45 -46 46 47 49 -50 -51
leaf_value=-0.00085489718969159053 0.14246920748717257 -1.1652768541466105 -0.81070107303816707 1.8554654861921851 -1.2853658323287966 0.93690231187003004 1.2799465544378528 -0.13113858962142971 -0.57370204169835359 -0.850893763780594 -0.27345051605786597 1.0954951883146637 0.30580643611710245 -1.9632274891390946 -0.15148039978174938 0.40649505490842075 -0.36485555226152599 0.030104245612292874 -0.096550521584694599 0.19435397797579215 -0.10875984406240435 0.28933297460729429 0.025344253657385709 -2.3984259733131954 -0.34816778840107193 0.12827130816219712 2.0012447917461396 0.12413861898615892 0.52516638682438777 -0.10281794243541463 -1.8928061366081239 1.7180245030310848 -2.2565042205478836 0.15920730829238894 -0.43404220285869788 -1.4730992212440031 -0.29273972994783554 1.195033616522948 2.020146029606098 0.99202008360908145 0.27794385627799095 -1.0341642876950707 3.456627167826114 1.2403245634358864 -0.21895775838222886 2.3229566790840841 0.64644782365053555 2.4926290881633761 -1.4577854780801411 0.70294491648674018
leaf_weight=541089 36 33 29 23 25 35 26 71 28 25 91 38 41 33 21 23 22 25619 4843 269 2011 55 32 42 492 2395 75 229 26 378 30 31 23 24 21 33 515 60 41 21 42 41 23 23 112 33 87 40 29 37
leaf_count=541089 36 33 29 23 25 35 26 71 28 25 91 38 41 33 21 23 22 25619 4843 269 2011 55 32 42 492 2395 75 229 26 378 30 31 23 24 21 33 515 60 41 21 42 41 23 23 112 33 87 40 29 37
internal_value=0 -0.107055 0.285522 0.810247 -0.214576 -0.131212 -0.233874 0.24709 -0.411264 -0.85113 -0.0999307 0.129805 -0.156747 -1.48377 0.528759 -0.131652 -0.845108 0.000110972 0.0139618 -0.0201793 0.0306963 0.0840232 -0.651237 -1.35031 0.102512 0.142399 0.316014 0.798418 0.498711 0.0398437 -0.327124 -0.23374 0.106114 -1.02295 0.848921 -0.212841 0.179327 -0.0085106 -0.117924 0.502975 1.13855 -0.347876 1.69006 2.34848 0.402133 0.542663 0.957243 0.723727 0.120389 1.63265
internal_weight=0 600 129 59 471 416 360 97 263 109 154 129 70 58 56 51 55 578821 37732 12113 7270 5259 129 74 5130 4586 1703 376 301 2883 441 544 2442 47 52 411 1327 720 660 145 83 62 72 46 607 495 226 193 116 77
internal_count=579421 600 129 59 471 416 360 97 263 109 154 129 70 58 56 51 55 578821 37732 12113 7270 5259 129 74 5130 4586 1703 376 301 2883 441 544 2442 47 52 411 1327 720 660 145 83 62 72 46 607 495 226 193 116 77
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=51
num_cat=0
split_feature=7 14 12 0 4 4 12 0 1 4 2 7 5 5 5 12 5 10 14 12 13 0 12 12 4 1 10 12 0 12 3 10 10 10 13 0 13 3 0 0 10 6 10 1 13 5 5 1 6 13
split_gain=680.114 1078.24 6376.84 4586.48 4534.87 3733.44 2916.55 8336.88 4171.31 2790.05 3431.11 3703.71 6152.25 3416.59 4562.95 4034.48 2816.75 8087.21 2772.84 4109.08 3114.77 8368.6 6040.97 5291.69 3246.2 4019.9 3498.32 4500.41 2738.09 3352.08 3059.74 2694.01 4402.23 4885.23 4845.69 3782.95 3396.85 2946.74 5826.61 5663.94 3629.02 3663.67 3098.66 2834.05 2657.45 4519.02 2767.19 5200.62 3847.41 3327.45
threshold=1.5000000000000002 0.04819976771196284 12.500000000000002 1046.2061533654035 3.5000000000000004 12.500000000000002 12.500000000000002 938.81247003207011 3990.9076300000002 4.5000000000000009 3.5000000000000004 7.5000000000000009 12.500000000000002 9.5000000000000018 7.5000000000000009 2.5000000000000004 14.500000000000002 0.46770833333333339 0.036375661375661381 10.500000000000002 0.067424242424242428 956.7117450320701 6.5000000000000009 7.5000000000000009 8.5000000000000018 2841.4711600000005 0.61200716845878145 4.5000000000000009 795.43170253206983 6.5000000000000009 24.500000000000004 0.43826219512195125 0.13714733542319751 0.18834459459459463 0.091966173361522213 893.04870836540351 0.31643132220795894 23.500000000000004 742.6951750320701 837.92518003206999 0.267948717948718 1.0000000180025095e-35 0.29520697167755999 2841.4711600000005 0.084523809523809543 12.500000000000002 6.5000000000000009 2339.2687100000007 1.0000000180025095e-35 0.033908045977011504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 9 -3 -8 -9 10 16 12 13 14 15 -12 28 -18 19 -11 21 22 24 -24 25 26 -20 -28 30 44 -2 32 -22 36 35 -35 43 40 42 -40 41 -36 -39 -34 46 -46 47 -30 -49 -50
right_child=1 6 3 -5 -6 -7 7 8 -10 18 11 -13 -14 -15 -16 -17 17 -19 20 -21 31 -23 23 -25 -26 -27 27 -29 29 -31 -32 -33 33 34 37 -37 -38 38 39 -41 -42 -43 -44 -45 45 -47 -48 48 49 -51
leaf_value=0.0020820792792365637 -0.090825339636451161 -0.0037628672797959716 -2.5564432602861658 -0.20472167023906002 -0.57065174786940875 0.79412359302694158 1.7363072466205907 -0.36096047612910093 0.73597311632973816 0.0069206734998409711 -1.0518946710465984 -0.92316798290068458 1.7832075333595279 -0.83732374906539919 1.5273940274792333 0.36453311515924258 -1.9717382114667161 0.49923953789251824 -0.48415291067063815 -1.011715983748436 -0.041532704095748184 0.048996604887916032 1.1750051145894187 -0.57664909362792971 0.20014739394993397 -2.0336746074259282 -1.6016694310852992 -0.34287689050038656 0.01262967596338554 -0.14187749851742112 -1.2586747926214468 0.025433275576541198 0.38139076137542727 1.2309297722739143 1.4653635018467903 -0.29448228149578493 -1.4801853234569231 -0.81644724348317033 1.2287106144428255 -0.54821989992312314 -0.35615586800660409 -0.03295911219208799 -2.4764836331660098 -1.1944159382865542 0.051086454892383337 1.4669278569843458 0.0049790418018465458 1.7959111885847272 0.15746200063090396 1.1431442993747838
leaf_weight=423144 912 144215 23 54 23 55 37 91 56 3970 22 22 30 25 31 234 26 27 250 40 1214 417 35 34 37 24 77 45 110 490 23 1500 25 37 25 29 60 23 20 174 175 47 22 21 1135 23 138 37 69 68
leaf_count=423144 912 144215 23 54 23 55 37 91 56 3970 22 22 30 25 31 234 26 27 250 40 1214 417 35 34 37 24 77 45 110 490 23 1500 25 37 25 29 60 23 20 174 175 47 22 21 1135 23 138 37 69 68
internal_value=0 -0.00563755 -0.0345991 -0.829782 -1.56355 -0.0278477 -0.00325523 0.394622 0.056919 -0.031704 0.0442782 0.33451 0.415413 0.283895 0.381562 0.242809 0.0097313 -0.712938 -0.0630269 -0.00324029 -0.118898 -0.282098 -0.557131 0.311871 -0.69561 -0.779304 -0.698377 -1.13736 0.0224772 0.086631 -0.119553 -0.0744201 -0.154431 -0.362726 -0.243324 0.560673 -0.98452 -0.352509 -0.602833 -0.365031 -0.110293 0.487292 -1.62802 -0.337999 0.157498 0.0792077 0.372331 0.550833 0.891077 0.646706
internal_weight=0 156277 11878 100 46 11778 144399 184 147 11723 3422 364 342 312 287 256 3058 53 8301 4010 4291 919 502 69 433 396 372 122 3005 2070 935 3372 1872 658 552 66 106 486 239 194 247 72 45 46 1580 1158 422 284 174 137
internal_count=579421 156277 11878 100 46 11778 144399 184 147 11723 3422 364 342 312 287 256 3058 53 8301 4010 4291 919 502 69 433 396 372 122 3005 2070 935 3372 1872 658 552 66 106 486 239 194 247 72 45 46 1580 1158 422 284 174 137
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=51
num_cat=0
split_feature=3 1 8 0 6 13 1 14 13 0 12 10 1 14 13 5 10 4 9 10 0 11 3 10 10 2 13 10 0 3 10 4 10 3 10 10 0 9 5 6 3 1 3 10 13 14 6 2 14 3
split_gain=644.973 2221.6 4580.76 2807.08 3232.42 3165.69 2359.88 2003.77 3659.41 4356.1 3143.32 2750.44 3937.55 2593.09 2917.29 2280.84 3514.59 2024.97 1996.04 13212.3 11077.8 5100.47 6675.95 4955.46 10128.3 18693.5 7832.57 7457.74 6212.93 7711.97 6273.35 5303.21 5018.11 4857.85 4620.28 8550.47 6882.04 4529.43 6071.1 4973.92 4862.31 4303.08 4202.46 6448.13 4193.74 4152.58 4136.39 3934.82 3901.37 3891.93
threshold=18.500000000000004 2061.9945550000007 1.5000000000000002 702.37839753207015 3.5000000000000004 0.48331479421579543 2084.9562000000001 0.32200460829493094 0.10762548262548265 742.6951750320701 3.5000000000000004 0.1126984126984127 2143.0186100000005 0.55718954248366026 0.11651583710407241 1.5000000000000002 0.35067567567567576 5.5000000000000009 2.5000000000000004 0.41240409207161127 528.27941586540339 0.053342816500711245 11.500000000000002 0.3623737373737374 0.053342816500711245 2.5000000000000004 0.053342816500711245 0.81698564593301448 593.96505336540338 9.5000000000000018 0.71651785714285732 2.5000000000000004 0.12347560975609757 10.500000000000002 0.24695121951219515 0.10620300751879701 597.95580503207009 1.5000000000000002 4.5000000000000009 1.5000000000000002 16.500000000000004 1313.6833650000001 15.500000000000002 0.58434959349593507 0.053342816500711245 0.64400921658986188 3.5000000000000004 2.5000000000000004 0.26393188854489169 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 -3 7 -6 -5 -9 10 11 12 -10 14 -13 -16 -17 -12 23 21 -21 22 -20 24 -1 32 -27 28 29 -25 31 -30 -26 -32 35 36 48 -29 39 40 47 -28 -31 -44 -22 -43 -38 -39 -24 -37
right_child=-2 2 -4 5 6 -7 -8 8 9 -11 17 13 -14 -15 15 16 -18 -19 19 20 44 -23 34 27 25 26 41 37 30 42 33 -33 -34 -35 -36 49 46 38 -40 -41 -42 45 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0057079783195564324 0.0047655069032560863 -0.085053796612909016 -0.14399058887698832 0.0070357600988704546 -1.4552346795797348 -0.15045429350347736 -0.20094073067108789 -0.059849064221320671 0.63699265038067443 0.091845059809716134 0.57266511208606219 -0.25782212162017826 -0.47437057955190537 0.028236918875740636 0.57003222781069141 2.2563066886021543 0.74744622529925486 1.5085940246174976 -0.029929598783563285 -0.42501041886438584 -0.23816610885447698 -0.028728958898315168 0.26461739399436318 -0.0066580074145428745 -0.085097462463969722 0.023469692283916096 0.18281943627745495 -0.0021581761439548128 0.081602623284597844 0.14708633850540914 -0.12431125588460455 -0.02462389192988252 0.0031415884515720092 0.10659747427213791 0.0045793814404001239 0.12552854731835952 0.017286236385444177 -0.047759702375663945 0.1620193851712072 -0.24533673153207528 0.096872676690575574 -0.19794056034232346 -0.2887435031688621 0.16301262397834221 -0.024602469320040319 -0.38179574748826561 -0.51549955013938042 -0.20022734060914887 0.076456379319820855 0.27643356384305323
leaf_weight=53200 190587 2419 3321 5162 30 981 30 732 53 950 53 25 80 72 85 26 38 41 7103 934 1091 8823 1968 6542 9096 1575 257 152929 5615 11165 1015 28832 22113 8900 6415 3849 9455 6289 1093 1651 1687 6459 585 687 5849 1517 148 2316 2504 3074
leaf_count=53200 190587 2419 3321 5162 30 981 30 732 53 950 53 25 80 72 85 26 38 41 7103 934 1091 8823 1968 6542 9096 1575 257 152929 5615 11165 1015 28832 22113 8900 6415 3849 9455 6289 1093 1651 1687 6459 585 687 5849 1517 148 2316 2504 3074
internal_value=0 -0.00233581 -0.0413062 -0.0096634 -0.103038 0.0182319 -0.828088 0.0408478 0.12184 0.215302 0.46326 0.334876 -0.0314965 0.532956 0.741805 0.909528 1.36042 0.980889 -0.000869702 0.0174739 -0.101689 0.0391239 0.0564684 -0.00377345 -0.0230812 -0.0604215 -0.180846 0.00415971 0.0333516 0.0812338 0.0128665 -0.00730854 -0.0225761 0.0829593 0.0788551 0.101547 0.056793 -0.00698144 -0.0635645 -0.0842095 -0.0583621 -0.219932 0.127466 -0.0447526 -0.0581757 -0.232909 0.00907502 -0.0887957 0.159261 0.192534
internal_weight=0 388834 14098 10777 2479 8298 60 7317 2155 1423 473 379 133 246 174 149 64 94 374736 51213 7874 43339 34516 323523 94217 41017 9808 229306 63341 18979 44362 34447 31209 9915 27413 20998 14075 165965 13036 11943 10292 8233 12437 1272 6940 7976 9603 8605 4472 6923
internal_count=579421 388834 14098 10777 2479 8298 60 7317 2155 1423 473 379 133 246 174 149 64 94 374736 51213 7874 43339 34516 323523 94217 41017 9808 229306 63341 18979 44362 34447 31209 9915 27413 20998 14075 165965 13036 11943 10292 8233 12437 1272 6940 7976 9603 8605 4472 6923
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=51
num_cat=0
split_feature=8 0 3 12 4 5 0 5 6 13 4 10 10 14 11 0 7 12 0 12 3 12 0 14 6 9 13 6 13 5 13 0 12 14 6 6 10 13 2 4 13 14 14 13 0 14 0 10 0 6
split_gain=665.957 1106.62 2880.57 3664.6 3600.05 5020.02 3374.83 3560.05 3333.77 4143.42 3165.67 3542.76 5043.66 4064.9 3155.07 4927.72 3090.36 7883.28 5424.2 3806.6 7543.04 5991.16 8406.52 6982.89 5896.95 5470.46 8632.1 8607.83 7229.62 5471.3 6137.42 4968.64 4447.33 5211.22 4262.04 3979.19 4840.7 7485.79 4253.94 3960.49 3714.02 3710.47 3347.84 3049.7 3690.94 5687.41 3082.76 5105.42 8316.23 2822.86
threshold=1.0000000180025095e-35 1102.5722025320704 28.500000000000004 9.5000000000000018 9.5000000000000018 4.5000000000000009 938.81247003207011 3.5000000000000004 3.5000000000000004 0.15075757575757578 12.500000000000002 0.96225071225071235 0.95916666666666683 0.04210992907801419 0.24190177638453506 921.51646003207009 1.0000000180025095e-35 8.5000000000000018 964.0890050320703 3.5000000000000004 35.500000000000007 2.5000000000000004 997.54235919873679 0.16064516129032261 1.5000000000000002 3.5000000000000004 0.16869918699186995 4.5000000000000009 0.25265957446808512 7.5000000000000009 0.10762548262548265 1002.03221753207 4.5000000000000009 0.18634259259259262 2.5000000000000004 5.5000000000000009 0.063508064516129045 0.77913279132791347 3.5000000000000004 9.5000000000000018 0.091966173361522213 0.19292803970223329 0.080540540540540564 0.13100686498855837 858.97015253207007 0.096006144393241177 988.52755753207009 1.0000000180025095e-35 887.39409003207015 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -5 10 -10 11 12 13 14 15 -6 17 18 -4 20 21 23 34 -18 -24 26 29 28 43 30 32 -32 41 40 -23 36 -25 38 -38 49 -34 -21 -41 46 -45 -46 47 48 -27 -28
right_child=-2 -3 16 6 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 25 -22 22 24 35 -26 27 39 -29 -30 -31 31 -33 33 -35 -36 -37 37 -39 -40 42 -42 -43 -44 44 45 -47 -48 -49 -50 -51
leaf_value=0.0025200782035889589 -0.0023882837094169425 0.04068085422465522 0.25163633041083816 0.38154017488531611 1.9835153256693194 1.5636666206213146 -0.05907512400099027 1.6502386018633843 1.6834554426612394 0.061295468453317882 1.1356350224593592 -1.1792660258033061 1.4259983143636159 -0.018979308426541469 -0.11718558546374827 0.24026639759540558 -1.3111171412467959 -1.110128967223629 1.7921196784824134 0.33424232275255267 1.3264093968001278 0.12880861743500358 -3.2819700422741125 -0.76852391958236699 -1.2375976315071417 -2.0789001063608072 -0.60680450797080998 1.3156384762663107 0.62310361585446772 -0.86589441980634418 2.0385232445521235 0.35724029624834658 0.49016794611182485 -0.77270747013390073 -1.1651223380928455 -0.68311896775331771 2.6922192627733406 -0.5569665769284422 0.7856026873588563 1.1226707068356603 -0.6638668614806551 1.9716528730392455 -0.42010818230800145 -2.3616626530885698 -2.0829671621322632 0.17947965788841247 -1.472353603931204 0.31456928311801352 0.013934649700342222 -1.8540289173955504
leaf_weight=181042 387243 8233 80 282 31 26 186 24 31 32 29 22 28 739 34 34 40 31 32 31 22 57 21 21 43 34 86 26 42 35 39 32 180 56 46 36 22 22 25 22 33 25 39 24 20 25 31 61 43 23
leaf_count=181042 387243 8233 80 282 31 26 186 24 31 32 29 22 28 739 34 34 40 31 32 31 22 57 21 21 43 34 86 26 42 35 39 32 180 56 46 36 22 22 25 22 33 25 39 24 20 25 31 61 43 23
internal_value=0 0.00481245 0.00320705 0.00430493 0.00356834 0.192216 0.276854 0.481046 0.155831 0.859501 0.107487 0.07391 0.105746 0.0616325 0.663371 1.07166 -0.139431 0.301152 0.691774 -0.189355 -0.46696 -0.585441 -1.00833 -0.160002 -1.90841 -0.0806997 0.0945396 -0.424879 -0.586498 0.332556 0.43848 1.28076 0.254473 0.0856915 -0.449063 0.205431 0.560851 0.965444 1.67806 -0.508902 0.311374 1.06523 0.136304 -0.799958 -1.36018 -0.826052 -0.571229 -0.368802 -0.910174 -0.86998
internal_weight=0 192178 183945 182540 182048 1006 492 306 980 63 917 888 866 838 99 65 1405 143 112 1262 355 333 167 166 64 907 601 306 280 431 396 71 325 269 103 126 90 69 47 170 213 56 61 238 69 45 169 138 77 109
internal_count=579421 192178 183945 182540 182048 1006 492 306 980 63 917 888 866 838 99 65 1405 143 112 1262 355 333 167 166 64 907 601 306 280 431 396 71 325 269 103 126 90 69 47 170 213 56 61 238 69 45 169 138 77 109
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=51
num_cat=0
split_feature=12 9 13 1 14 2 7 11 11 12 6 1 0 10 1 13 0 0 6 1 10 10 0 5 4 1 8 1 13 8 1 10 10 1 6 2 2 5 10 6 5 13 4 10 0 0 3 14 11 10
split_gain=658.529 2736.69 7263.31 2594.12 3690.24 6747.71 5877.5 4138.75 3700.98 3638.57 9596.68 11632.2 8749.36 6844.79 4596.36 6190.89 6154.12 9215.97 7514.26 6065.94 5013.72 6153.6 7459.04 4159.75 4026.06 5349.21 3633.69 4114.06 7003.56 6035.24 3564.16 3411.97 6187.92 3372.47 3220.97 6369.13 5548.84 3148.06 3111.96 3032.95 3006.62 2853.69 4710.39 3781.49 2724.44 4132.66 3703.63 3063.95 2586.99 3942.69
threshold=3.5000000000000004 6.5000000000000009 0.14119601328903655 1737.8836200000003 0.48074074074074075 2.5000000000000004 4.5000000000000009 0.21807065217391305 0.096006144393241177 4.5000000000000009 1.0000000180025095e-35 3475.2235900000005 850.91795503206993 0.82683658170914553 3475.2235900000005 0.065942028985507259 1030.5273950320702 1069.5963050320704 2.5000000000000004 3001.4799050000006 0.34891304347826091 0.26201372997711675 778.36024669873666 5.5000000000000009 8.5000000000000018 2889.3091150000005 4.5000000000000009 2970.4994950000005 0.10620300751879701 1.0000000180025095e-35 3247.4275200000006 0.55718954248366026 0.26201372997711675 2818.4131550000006 1.5000000000000002 3.5000000000000004 3.5000000000000004 5.5000000000000009 0.35805860805860812 3.5000000000000004 6.5000000000000009 0.036375661375661381 5.5000000000000009 0.59729729729729741 1110.4908300320703 878.39572336540346 30.500000000000004 0.57321428571428579 0.096006144393241177 0.03509852216748769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 48 -6 7 8 9 13 31 12 -12 14 16 -16 18 -18 19 20 21 -7 -23 -21 25 37 27 29 -29 -20 38 32 -11 -10 35 -9 -36 -15 -14 -31 41 42 -22 -44 45 47 -47 -8 49 -5
right_child=1 2 -4 4 5 6 44 34 33 10 11 -13 30 24 15 -17 17 -19 26 23 40 22 -24 -25 -26 -27 -28 28 -30 39 -32 -33 -34 -35 36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=0.0019457689931500098 -0.033061939181386661 -1.416977928224064 0.89840855824644683 -0.056944591940246453 -0.08317949382455106 0.30752845618214852 -1.5237303553415198 -0.26322678855675113 0.44838161233224372 0.54342947687421528 0.071208935557750236 1.405499804019928 -0.059027042602881413 0.67109032152144898 -1.6121221517694408 0.67484876632690438 3.0556020784378055 0.1756063132286072 2.0745870849360588 -1.2198769022833629 -0.35303531929850585 0.43964413364346211 3.0083755981922149 0.36697135170300804 1.9490325497042749 -0.82664724349975582 -0.34873143973804654 2.9168715697068439 0.42780348300933846 0.86852248170248725 -2.2335776245594028 0.31059430122375487 2.8142447494325182 1.9100767585966325 -0.1395737132655 1.7668471658229827 -2.0287934037772093 1.7459787791115897 -1.1507498701798577 -0.46717556399457599 -1.1177254942747263 -0.24124908958162583 0.21837916183471681 1.9408807062185727 -1.3333644845419461 -0.32419112278864937 1.4613351816222782 0.07417252177283877 0.028331287163163649 -0.00036504045296322754
leaf_weight=434635 27721 42 20 14674 1147 277 28 68 38 28 171 40 39 123 29 20 20 25 23 53 40 26 20 24 31 20 21 26 20 34 20 45 21 27 53 20 22 35 79 34 26 161 25 26 27 26 21 21 22601 76648
leaf_count=434635 27721 42 20 14674 1147 277 28 68 38 28 171 40 39 123 29 20 20 25 23 53 40 26 20 24 31 20 21 26 20 34 20 45 21 27 53 20 22 35 79 34 26 161 25 26 27 26 21 21 22601 76648
internal_value=0 -0.00584103 -0.670079 -0.00555647 0.00096028 0.108969 0.222986 0.268442 0.316013 0.285628 0.042451 -0.199101 -0.406816 0.380208 0.263997 -0.678665 0.316426 1.4556 0.255107 0.110378 0.217442 0.485398 1.55648 -0.725275 0.897323 0.71416 0.876156 1.06391 1.83467 0.6743 -0.999151 0.939276 1.51664 1.05555 -0.212229 0.198154 -0.693745 0.909199 -0.789926 0.200673 -0.0938885 0.0117455 0.459351 1.09652 -0.445924 -0.196331 0.473597 -0.838915 -0.00195982 -0.00945648
internal_weight=0 144786 62 144724 117003 3080 1933 1810 1647 1582 443 349 309 1139 930 49 881 45 836 678 601 323 46 77 209 178 158 137 46 91 138 94 49 65 163 88 75 158 118 68 278 252 91 51 123 96 47 49 113923 91322
internal_count=579421 144786 62 144724 117003 3080 1933 1810 1647 1582 443 349 309 1139 930 49 881 45 836 678 601 323 46 77 209 178 158 137 46 91 138 94 49 65 163 88 75 158 118 68 278 252 91 51 123 96 47 49 113923 91322
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=51
num_cat=0
split_feature=6 10 10 9 2 7 0 14 14 13 2 13 6 0 2 13 0 6 1 4 1 1 9 13 12 1 5 14 3 0 8 12 13 14 6 2 9 12 4 4 1 6 1 4 5 14 14 3 4 6
split_gain=635.44 2664.19 4009.24 8911.45 8159.63 4812.84 4405.78 4377.45 4418.5 8940.21 4383.48 4361.33 4111.06 4106.29 4060.9 3971.39 3875.58 3490.4 3435.11 3395.69 3338.41 7455.69 3328.84 4213.24 3865.32 3209.14 3186.34 5023.33 4265.28 4855.6 4095.42 5158.05 4409.77 4717.5 5623.12 4436.95 4446.85 4613.5 3873.69 5341.93 3519.63 3457.79 3347.5 5387.82 4285.34 3396.08 4806.81 4302.56 3525.34 3349.17
threshold=1.0000000180025095e-35 0.037749287749287756 0.075961538461538483 3.5000000000000004 2.5000000000000004 2.5000000000000004 997.54235919873679 0.28759398496240607 0.52086956521739147 0.043961352657004842 3.5000000000000004 0.19292803970223329 4.5000000000000009 720.37334503207001 3.5000000000000004 0.03509852216748769 645.81778003207012 1.5000000000000002 2889.3091150000005 5.5000000000000009 2562.2606300000002 2841.4711600000005 2.5000000000000004 0.62678571428571439 3.5000000000000004 3001.4799050000006 9.5000000000000018 0.30860805860805868 27.500000000000004 710.35568253207009 1.5000000000000002 1.5000000000000002 0.61651583710407254 0.37668918918918926 2.5000000000000004 3.5000000000000004 2.5000000000000004 4.5000000000000009 5.5000000000000009 7.5000000000000009 2298.0417150000007 3.5000000000000004 2452.1930800000005 4.5000000000000009 5.5000000000000009 0.93405797101449284 0.59317129629629639 19.500000000000004 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 17 12 9 10 -9 18 13 16 22 -10 -5 25 -11 -18 -17 -22 23 24 -8 -6 28 -28 29 42 31 -31 33 35 -35 36 -33 40 -30 -40 -38 -36 45 44 -44 46 49 48 -48 -19
right_child=1 2 -4 5 6 -7 14 8 15 11 -12 -13 -14 -15 -16 20 19 26 -20 -21 21 -23 -24 -25 -26 -27 27 -29 38 30 -32 32 -34 34 41 -37 37 -39 39 -41 -42 -43 43 -45 -46 -47 47 -49 -50 -51
leaf_value=0.0036520497123156137 0.014544685559669417 0.016522048614176381 -0.0050303902472900956 -0.17294089525499767 -0.12659226111293884 0.48996996953629141 -0.42939598242441818 0.86484158862043514 -0.73859351777261306 0.09514990077433666 2.8847086340188981 0.623963928839256 0.89614153603473923 -0.36354773967513093 -0.89528450098904688 0.42246628019117544 0.11408119628678506 -0.20415313763561704 -1.2915748738429764 1.2094435073891465 -1.5619216040257484 0.54048534317596542 -0.1213655581302715 1.9028479564189913 0.64177930409839357 0.8239636894729403 1.6526105195283891 -0.32318269072040434 -1.4772724358540661 -0.97581792425136182 0.035402233887123324 -0.19526120694812205 1.0817969423073988 -0.49394641746865942 1.7040816622395671 1.0556272602081298 -0.2252785376707713 0.0088371697730488252 0.26622192231672154 -1.0571148371518548 -1.466180216044692 0.2221992399543524 -0.87608931218424146 -0.45963869781152122 -2.7009854399683801 -0.78170674213955937 0.40716554810734173 1.3082722533374065 -0.70199535722317907 -0.62804230197903199
leaf_weight=261452 68015 3557 238720 170 2646 328 45 22 62 95 21 174 39 406 33 155 67 525 22 49 31 37 132 20 134 36 22 31 53 98 744 244 26 47 31 20 30 45 56 67 96 32 31 149 22 142 76 31 46 289
leaf_count=261452 68015 3557 238720 170 2646 328 45 22 62 95 21 174 39 406 33 155 67 525 22 49 31 37 132 20 134 36 22 31 53 98 744 244 26 47 31 20 30 45 56 67 96 32 31 149 22 142 76 31 46 289
internal_value=0 -0.00300292 -0.0077778 -0.0661597 -0.103482 0.146384 -0.174636 0.0629059 0.258591 0.505388 1.85129 0.30651 -0.102797 -0.159096 0.162549 -0.0306391 0.131141 -0.196417 -0.165602 0.576777 0.166191 -0.417965 0.268013 0.526294 0.372489 -0.113833 -0.271421 0.496958 -0.285464 -0.254637 -0.126035 -0.305571 -0.190538 -0.251236 0.333831 -0.399184 -0.469296 -0.860316 -0.762578 -0.45462 -1.17073 0.951379 -0.393245 -0.767657 -1.63359 -0.325048 -0.257989 0.25627 -0.0110427 -0.354649
internal_weight=0 317969 249954 11234 9556 1678 5999 1350 619 334 43 291 731 692 364 285 286 5635 117 116 223 68 331 199 179 2682 2953 53 2900 2724 1413 669 571 545 110 435 415 171 176 123 126 63 1311 202 53 1109 967 153 122 814
internal_count=579421 317969 249954 11234 9556 1678 5999 1350 619 334 43 291 731 692 364 285 286 5635 117 116 223 68 331 199 179 2682 2953 53 2900 2724 1413 669 571 545 110 435 415 171 176 123 126 63 1311 202 53 1109 967 153 122 814
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=51
num_cat=0
split_feature=3 13 4 1 10 11 1 10 0 6 10 4 1 8 10 13 0 1 10 1 7 1 9 4 6 10 10 10 14 7 1 5 13 7 13 8 10 0 10 2 0 4 12 1 14 14 10 1 4 10
split_gain=634.779 1378.94 1241.55 784.474 758.557 864.67 786.247 688.913 679.998 1342.21 1543.65 2029.41 1706.25 1473.48 1360.08 1266.67 1217.03 1924.48 1436.99 1160.23 1054.38 1046.08 1015.36 1087.4 1022.86 925.602 909.312 1145.34 871.533 855.136 2441.34 842.861 836.766 758 1241.36 2159.99 2360.04 4051.4 1872.1 5986.17 4570.93 5124.55 1720.18 1544.87 5261.25 8138.2 5886.05 5847.81 5044.15 4079.14
threshold=7.5000000000000009 0.70710784313725505 1.5000000000000002 959.99762750000014 0.13714733542319751 0.13714733542319751 921.45861850000017 0.85504201680672276 414.71305928207005 1.5000000000000002 0.096006144393241177 3.5000000000000004 1142.5938200000003 1.0000000180025095e-35 0.53950103950103967 0.32200460829493094 443.78211053207002 1252.60679 0.19722222222222227 1215.5541350000005 1.5000000000000002 1221.5735750000001 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 0.65450928381962881 0.65450928381962881 0.17752100840336138 0.12060606060606062 1.0000000180025095e-35 1408.8002100000001 1.0000000180025095e-35 0.18065268065268067 1.0000000180025095e-35 0.27149877149877155 7.5000000000000009 0.94868421052631591 988.52755753207009 0.15504807692307696 3.5000000000000004 993.19139336540354 3.5000000000000004 3.5000000000000004 2735.3542650000009 0.61200716845878145 0.44281045751633991 0.21525096525096529 3247.4275200000006 8.5000000000000018 0.37668918918918926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -6 9 10 12 20 32 14 -13 -15 17 18 -10 -17 21 28 23 -19 -24 -25 27 -11 -12 -14 -31 -30 -2 34 35 -18 38 -38 39 -37 41 -40 -42 -36 45 -45 -47 48 -46 -50
right_child=8 2 -4 -5 7 -7 -8 -9 16 26 11 13 29 15 -16 19 33 22 -20 -21 -22 -23 24 25 -26 -27 -28 -29 31 30 -32 -33 -34 -35 43 36 37 -39 40 -41 42 -43 -44 44 47 46 -48 -49 49 -51
leaf_value=0.28369370839253111 -0.032757044831911726 -0.45507797151803975 -0.090601127798700984 -0.1969772919180007 -0.096186861258802894 -0.1531375797396457 -0.097791923026540384 0.032094844112817031 0.25169622819105697 0.16483027139224879 0.28142057104808527 0.66118644645184643 -0.079108229660418597 0.4531815047946669 0.085185269993471813 -0.0096502914748809957 -0.001090886095218033 -0.20074187704563823 -0.023875387510851293 -0.76953819789923728 0.15024265913253135 -0.58252822887986455 -0.7234623901153866 0.046382067273577667 -0.0097356991466855808 -0.22567657019723866 0.018456765628875573 0.89788399630404536 -0.52460788436122796 0.068898847800764176 1.2455387731570573 -0.1293504925767491 0.62290422426156922 -0.0026282690569757886 0.011039295605367162 0.034648068579179903 -1.9649534292519093 -0.32814241566004293 -0.10554990196092562 -1.7954904437065125 -0.050527761449021373 1.5158165989603316 -1.3158486309505646 0.089846172204033153 -0.30635332960324985 0.089321990417582653 1.4160630708358375 0.83555191860479461 -0.54369243894304542 -2.4921786411242053
leaf_weight=279 24 100 1429 179 594 81 67 1418 224 39 41 81 178 31 83 54 131548 789 1219 32 94 67 57 473 31 170 47 47 67 110 21 277 103 333760 102979 70 20 62 44 24 22 35 21 1970 144 56 83 34 21 22
leaf_count=279 24 100 1429 179 594 81 67 1418 224 39 41 81 178 31 83 54 131548 789 1219 32 94 67 57 473 31 170 47 47 67 110 21 277 103 333760 102979 70 20 62 44 24 22 35 21 1970 144 56 83 34 21 22
internal_value=0 -0.0389838 -0.114439 0.00508438 0.0199138 0.14097 0.209822 -0.00577759 0.000281024 0.0699892 0.0381698 -0.042102 0.190429 0.176259 0.369674 -0.0948522 0.000111454 -0.063812 0.0189022 -0.292399 -0.154482 -0.217854 -0.142336 -0.122075 -0.472036 -0.0255463 0.372153 0.565453 -0.154391 0.0636049 0.257521 -0.206334 0.499 0.000443211 0.00476586 -0.00170008 -0.270622 -0.727365 -0.0972289 -0.432621 0.161188 0.612777 -0.668475 0.0128612 0.0933822 0.142026 0.881549 -0.370822 -0.590162 -1.54059
internal_weight=0 4147 1529 2618 2439 427 346 2012 575274 1396 1263 827 436 281 164 117 573878 2963 1443 86 546 452 1520 1432 88 643 133 86 385 309 131 344 127 570915 237155 131846 298 82 216 94 122 79 43 105309 2330 2109 139 221 187 43
internal_count=579421 4147 1529 2618 2439 427 346 2012 575274 1396 1263 827 436 281 164 117 573878 2963 1443 86 546 452 1520 1432 88 643 133 86 385 309 131 344 127 570915 237155 131846 298 82 216 94 122 79 43 105309 2330 2109 139 221 187 43
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=51
num_cat=0
split_feature=3 1 3 1 6 5 1 10 10 4 3 0 7 5 4 9 13 5 0 0 4 10 9 9 14 13 10 3 1 4 0 6 10 11 13 1 9 11 13 4 13 0 8 8 13 0 10 5 10 11
split_gain=642.94 4751.94 2588.5 1932.7 1598.28 1530.82 1361.22 1889.35 6903.88 1636.57 1403.48 2166.28 1784.71 1655.46 1793.82 1354.55 1283.71 1276.59 1238.78 1214.92 3453.41 3439.46 2424.32 2322.56 1878.48 2122.31 1830.09 1797.31 1774.66 1748.76 1523.77 5189.45 3801.67 3233.6 3181.54 2851.14 2656.55 2608.57 2458.47 2389.02 2614.47 3385.91 3238.4 3068.56 2519.07 2511.53 2781.63 2130.56 2063.79 3320.17
threshold=10.500000000000002 1233.6989000000001 9.5000000000000018 1331.5861150000003 3.5000000000000004 3.5000000000000004 1282.6957450000002 0.86425061425061445 0.267948717948718 5.5000000000000009 11.500000000000002 724.36926753207001 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.79705882352941193 1.5000000000000002 562.62723503207019 486.25391403207004 3.5000000000000004 0.1126984126984127 3.5000000000000004 2.5000000000000004 0.30495169082125612 0.24695121951219515 0.68857758620689669 15.500000000000002 1554.8875399999999 2.5000000000000004 545.27333086540352 1.5000000000000002 0.92637759710930456 0.15075757575757578 0.053342816500711245 1461.6980650000003 3.5000000000000004 0.28388278388278393 0.41277890466531447 2.5000000000000004 0.28062500000000007 518.73793503207014 3.5000000000000004 1.5000000000000002 0.35388994307400384 495.60831503207004 0.067424242424242428 2.5000000000000004 0.044466403162055343 0.053342816500711245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 16 5 -1 7 8 17 -10 11 12 13 14 -8 -13 -4 18 -2 20 21 23 -22 -12 29 -26 27 -27 -24 -23 31 34 33 35 36 -33 -21 48 -35 40 47 44 43 -43 -42 -46 -47 -37 49 -36
right_child=6 2 3 -5 -6 -7 10 -9 9 -11 19 15 -14 -15 -16 -17 -18 -19 -20 30 22 24 28 -25 25 26 -28 -29 -30 -31 -32 32 -34 38 37 39 -38 -39 -40 -41 41 42 -44 -45 45 46 -48 -49 -50 -51
leaf_value=0.0031446440800540817 0.33470187528324979 -0.33799897706455384 -0.032245263418784802 -0.21066957767831598 -0.34113263487815859 -0.089294763236248881 0.063767672747925774 0.00070052151371166171 0.13116468374857415 0.58140851593599086 -0.42878964911215012 0.01601031145307227 -0.077797245489878264 -0.059548804221444554 -0.019868789563903949 -0.28323527427982226 -0.14607730989716514 -0.044917021775609439 0.027831848712738784 0.12563416113519446 0.18285669425133741 -0.17128605157678778 0.67345994540623266 0.20395148448585984 -0.028872555008188625 -0.3176426929201292 -0.74513145068125564 0.65797488480806354 -0.30158514572706607 0.18312048092616579 0.0016804658299507957 1.2777838903665544 0.62216804798777781 -0.14167024936786918 0.095689650095764356 -0.13949407369135261 -0.44702674630044525 -0.38741013049096851 -1.3734582332464367 0.14550415137602912 -0.82141967515150704 -0.35902486353753565 0.59605675607919695 -1.2805287424009295 -0.75380341595127476 1.5050194242596628 0.19278464083160674 0.35537973025121861 -0.099501578765784165 -0.17902937858027354
leaf_weight=69310 140 369 6121 842 137 1839 4655 16853 5216 82 64 214 4116 3789 5710 516 1182 4517 2179 1176 1839 275 21 620 305 338 101 20 168 282 434407 20 131 43 1469 173 87 273 26 1580 27 83 20 64 21 20 84 175 7094 628
leaf_count=69310 140 369 6121 842 137 1839 4655 16853 5216 82 64 214 4116 3789 5710 516 1182 4517 2179 1176 1839 275 21 620 305 338 101 20 168 282 434407 20 131 43 1469 173 87 273 26 1580 27 83 20 64 21 20 84 175 7094 628
internal_value=0 -0.00833503 -0.0789455 -0.0672094 9.82948e-05 0.000755347 0.00133128 0.0223635 0.0524513 0.138133 3.58769e-05 -0.0265884 -0.0198389 -0.00298451 0.017693 -0.195511 -0.0506691 -0.0139535 0.0463579 0.00115595 0.055796 -0.037269 0.147806 0.144748 -0.131515 -0.233335 -0.369198 -0.263139 -0.193247 0.00814419 0.000663624 -0.0328155 0.0979602 0.0685633 -0.0628913 0.0890893 0.0861872 -0.0827863 -0.605822 0.0785091 -0.0801899 -0.286977 -0.597795 -0.760224 0.0545138 0.243715 0.445137 0.109365 -0.0737381 0.013418
internal_weight=0 79800 8514 8145 71286 71149 499621 28987 12134 5298 470634 19000 18270 14154 10365 730 7303 6836 2319 451634 4033 2005 2028 684 1321 764 459 358 189 557 447601 13194 2467 2336 10727 2267 1263 9464 69 2247 667 319 167 147 152 125 104 348 9191 2097
internal_count=579421 79800 8514 8145 71286 71149 499621 28987 12134 5298 470634 19000 18270 14154 10365 730 7303 6836 2319 451634 4033 2005 2028 684 1321 764 459 358 189 557 447601 13194 2467 2336 10727 2267 1263 9464 69 2247 667 319 167 147 152 125 104 348 9191 2097
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=51
num_cat=0
split_feature=7 12 5 5 7 3 3 6 12 6 1 4 0 10 13 0 10 0 0 4 13 0 14 10 3 4 0 6 5 0 0 6 3 6 3 5 4 13 14 4 4 0 7 0 14 0 14 10 10 10
split_gain=615.584 1355.67 2463.47 4448.77 2528.81 2277.85 2695.33 1259.03 1221.54 2182.35 4996.01 6801.47 6230.23 5424.63 3420.24 4999.49 5017.1 9256.83 7522.85 4598.02 4223.87 5054.75 3329.53 8510.7 2911.42 2896.43 10820.5 5898.23 4533.18 6984.96 3555.28 7118.47 6255.81 7147.97 5633.36 4268.65 4233.58 6987.67 4503.34 5742.68 6849.24 5042.65 4981.16 4064.54 3900.63 3803.72 3610.8 3293.42 3270.93 3249.06
threshold=2.5000000000000004 13.500000000000002 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 33.500000000000007 29.500000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 3757.3374450000006 10.500000000000002 967.90685753207003 0.072299651567944254 0.15894736842105264 1261.1435850320706 0.39339826839826847 1035.9671475320704 1025.5466150320701 6.5000000000000009 0.30495169082125612 1075.5508225320702 0.61651583710407254 0.32971014492753631 25.500000000000004 6.5000000000000009 1011.41585003207 5.5000000000000009 4.5000000000000009 902.44223919873673 960.44235003207029 5.5000000000000009 29.500000000000004 7.5000000000000009 34.500000000000007 12.500000000000002 5.5000000000000009 0.15504807692307696 0.23205128205128209 3.5000000000000004 2.5000000000000004 872.77063503207012 3.5000000000000004 924.99774003207006 0.25265957446808512 827.94593753207016 0.18834459459459463 0.6708333333333335 0.11834733893557424 0.29520697167755999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -3 -2 22 25 12 -12 -13 15 16 18 -18 -14 -20 21 -16 -10 -24 -25 30 27 28 48 -30 31 34 45 -34 36 47 38 -38 39 40 -11 49 -42 -43 -36 -33 -41 -32 -27 -40
right_child=8 2 3 -5 -6 -7 -8 -9 9 10 11 13 14 -15 20 -17 17 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 29 -31 35 32 33 -35 44 -37 37 -39 41 46 42 43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.0012929769288747409 -0.00041735424515703182 -0.65914334948512099 1.6221605634689333 -0.88379486942291274 0.23295797548796002 0.55883432711873737 -1.4047080810864767 -0.052827564780326457 -0.045440448447597231 0.062708995084870947 -1.716501125422391 1.5624994060572457 -3.018253211975098 -0.055832116109020308 1.7777470744573156 0.033771023818037725 1.4161920070648195 -1.3138571112244219 0.20574223928981358 -1.4449401293860542 -0.68737381371584805 -0.04167209831443993 1.6648320696502925 0.30210866987705232 -1.1301013491370462 0.95494586005806925 -0.085053028429255773 -0.25728720559014218 -0.46462073599776393 2.0211387825012208 0.41859074500754334 0.68536343067884453 2.2698018161689535 0.015768833955128989 -0.49931988811492922 1.5021583314985039 -0.019659736855276701 -2.4148643266587033 -0.27953481816727183 -0.6124173492389835 0.48442708518770011 1.3980241398016613 2.3566614810625715 -0.52621362831281582 -2.3729714443534613 -0.66944794599400015 0.87304467141628272 -0.041774345804682068 2.4005457946989273 -1.4281628342169637
leaf_weight=512538 47384 69 20 25 38 21 30 68 17047 88 33 34 20 53 26 110 23 27 27 45 33 37 40 40 22 24 187 27 26 20 319 40 34 24 25 26 29 21 46 90 27 21 30 23 20 43 20 303 45 53
leaf_count=512538 47384 69 20 25 38 21 30 68 17047 88 33 34 20 53 26 110 23 27 27 45 33 37 40 40 22 24 187 27 26 20 319 40 34 24 25 26 29 21 46 90 27 21 30 23 20 43 20 303 45 53
internal_value=0 0.00117475 -0.222429 0.231334 0.711993 -0.42276 -0.546194 -0.358198 -0.00904374 -0.0303019 0.0664561 -0.221157 -0.403327 0.576619 -0.278802 -0.472299 -0.864324 -0.0580345 -1.30253 -0.825934 0.229127 0.709199 -0.0420321 0.527602 -0.206095 0.150009 0.414694 1.07281 1.38509 0.616144 0.0820824 -0.0862764 0.540284 1.3371 -0.265475 0.246804 -0.158341 -1.02565 -0.0493833 0.202514 0.615847 -0.498571 1.46981 0.392173 -1.33205 -0.0165268 -0.342333 0.194329 1.89773 -0.894457
internal_weight=0 512809 271 83 58 188 167 137 66612 19228 2079 468 381 87 348 252 142 50 92 72 96 63 17149 102 62 1611 329 142 115 46 1282 634 141 58 493 648 448 50 398 255 145 143 57 44 45 83 110 622 69 99
internal_count=579421 512809 271 83 58 188 167 137 66612 19228 2079 468 381 87 348 252 142 50 92 72 96 63 17149 102 62 1611 329 142 115 46 1282 634 141 58 493 648 448 50 398 255 145 143 57 44 45 83 110 622 69 99
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=51
num_cat=0
split_feature=3 0 9 14 14 13 5 5 7 5 11 0 12 0 10 10 0 0 0 6 14 0 6 3 10 8 1 0 8 0 10 10 11 7 6 10 10 5 0 6 6 4 6 0 12 0 13 13 6 5
split_gain=617.67 4239.46 3115.78 7057.81 9346.44 4614.19 4222.13 5540.7 4135.66 9179.06 4099.05 6044.55 3433.41 4135.38 6124.39 3931.25 3821.35 6141.6 6911.16 5865.78 7559.58 4106.2 3919.31 3728.65 3521.79 3050.67 5313.85 4027.4 4092.85 6098.34 4521.71 7734.67 7823.68 5429.56 6749.91 3951.21 4794.91 4198.84 4161.83 5283.01 3741.73 3611.96 2984.52 3006.57 2916.92 2790.59 2559.39 2178.07 1666.74 1587.94
threshold=38.500000000000007 924.99774003207006 3.5000000000000004 0.15075757575757578 0.20881782945736438 0.072299651567944254 9.5000000000000018 6.5000000000000009 2.5000000000000004 8.5000000000000018 0.15075757575757578 1110.4908300320703 6.5000000000000009 1020.5262783654035 0.3816526610644258 1.0000000180025095e-35 1011.41585003207 1110.4908300320703 1187.5535858654036 3.5000000000000004 0.074537037037037054 1082.0615325320703 3.5000000000000004 40.500000000000007 0.19722222222222227 3.5000000000000004 3757.3374450000006 1041.0348750320702 6.5000000000000009 1069.5963050320704 0.23166368515205729 1.0000000180025095e-35 0.35805860805860812 5.5000000000000009 3.5000000000000004 0.12660256410256412 0.97590011614401873 7.5000000000000009 1332.1595350320702 5.5000000000000009 1.5000000000000002 7.5000000000000009 2.5000000000000004 1135.5863325320704 3.5000000000000004 1095.5934300320703 0.14119601328903655 0.12660256410256412 3.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 5 -5 10 7 -7 -6 -10 11 -4 13 14 15 -3 -14 19 22 20 -18 -21 -19 44 -22 26 -15 -27 29 -29 31 32 -31 34 -32 37 38 47 39 46 -30 -36 -42 -44 -16 -9 -37 -28 -40 -20
right_child=1 2 3 4 8 6 -8 45 9 -11 -12 -13 16 25 23 -17 17 18 49 21 24 -23 -24 -25 -26 27 35 28 40 30 33 -33 -34 -35 41 36 -38 -39 48 -41 42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.00016964120244324814 -1.1349531173706056 0.7848476220260967 2.617323390175315 -1.6776872578895454 1.4972055977041072 0.95110112867645324 1.4587592555926396 -1.2313673304393888 1.0529265595333916 -1.6766409267078748 0.14334258579072498 0.49004012563011862 -1.4190842674970627 1.20060659746329 -1.2932482677957287 2.5350799651373004 2.0969838973247645 -2.1872507677972317 0.47600417961092562 0.29638769313693047 -0.59516229161194401 -1.3178799794270444 -0.5962690431624651 0.97753848411418776 1.1179717109316873 -1.0242788591384888 1.2046719628527311 2.0678990523020429 -1.1925815221781915 2.0821438516889299 2.5568190464606655 -1.3699821291547833 -0.38694030353517245 -0.27981164437883044 1.524434129625559 -1.4518540329403349 0.43969766093838603 -0.69479830506685625 -0.97249195426702506 -2.6159747962951663 1.2444996726512909 -0.069089383428747014 -0.87256219514152589 0.23292481001843229 0.33685566612652373 0.25218052835691546 0.04066681854426861 -0.0064079147522096286 0.19841664127644995 -0.28535089758059656
leaf_weight=577861 29 33 34 33 22 37 26 32 28 22 21 22 25 24 23 21 33 30 34 40 28 26 32 27 21 25 33 24 26 21 26 33 33 34 25 27 31 37 20 25 20 33 34 89 21 21 20 27 31 141
leaf_count=577861 29 33 34 33 22 37 26 32 28 22 21 22 25 24 23 21 33 30 34 40 28 26 32 27 21 25 33 24 26 21 26 33 33 34 25 27 31 37 20 25 20 33 34 89 21 21 20 27 31 141
internal_value=0 0.0628392 0.0855276 0.375709 -0.284089 0.734666 0.336298 0.0120309 0.354644 -0.148083 1.33481 1.7816 0.0153946 0.133175 0.662876 1.46549 -0.221028 -0.143232 -0.458854 0.362189 0.926992 -0.339536 -1.3661 0.0524338 0.139038 0.0383147 -0.220968 0.206879 0.284213 0.559698 0.383128 -0.163832 0.573259 0.786395 1.21795 -0.356895 -0.671782 0.143027 -0.951911 -1.44147 -0.0890765 0.617774 0.111561 -0.072657 -0.515244 -0.643546 -0.816739 0.659686 -0.260763 -0.13743
internal_weight=0 1560 1531 298 105 193 116 90 72 50 77 56 1233 823 125 54 410 385 237 148 82 66 62 71 49 698 275 423 398 229 205 87 54 118 84 251 154 97 123 72 169 58 143 123 44 53 47 60 51 175
internal_count=579421 1560 1531 298 105 193 116 90 72 50 77 56 1233 823 125 54 410 385 237 148 82 66 62 71 49 698 275 423 398 229 205 87 54 118 84 251 154 97 123 72 169 58 143 123 44 53 47 60 51 175
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=51
num_cat=0
split_feature=6 0 4 11 6 4 3 11 14 0 5 14 5 0 6 10 0 10 1 5 5 5 9 3 11 1 13 0 0 14 14 6 0 11 10 13 10 8 10 1 4 5 9 2 9 10 1 1 14 13
split_gain=603.771 3377.65 12784.8 4857.26 4672.24 3761.64 5659.96 5306.29 8883.58 4731.09 4834.47 5413.31 5340.75 6387.6 5679.84 8063.47 4483.72 4312.45 4277.43 9176.11 10448.1 15127.7 7366.34 4180.61 6903.51 4276.67 4159.1 4092.06 10963.7 5368.6 5836.74 7623.71 5688.76 6233.49 5930.75 4826.15 4465.18 5342.29 5398.33 4662.58 4350.87 6772.95 13571.1 6697.98 10159 6614.46 5078.46 4785.55 4505.01 5563.8
threshold=1.5000000000000002 620.33109169873671 3.5000000000000004 0.1126984126984127 2.5000000000000004 4.5000000000000009 21.500000000000004 0.10990338164251208 0.14459930313588851 858.97015253207007 8.5000000000000018 0.045983086680761107 4.5000000000000009 931.97496003207004 3.5000000000000004 1.0000000180025095e-35 905.47011253207006 0.93218390804597717 3193.0687900000007 7.5000000000000009 3.5000000000000004 4.5000000000000009 3.5000000000000004 20.500000000000004 0.036375661375661381 1652.8601900000001 0.18834459459459463 858.97015253207007 884.09291836540353 0.21525096525096529 0.18634259259259262 2.5000000000000004 878.39572336540346 0.030776515151515155 0.096006144393241177 0.091966173361522213 0.12347560975609757 3.5000000000000004 0.063508064516129045 3475.2235900000005 7.5000000000000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 3.5000000000000004 0.56711711711711721 3305.7150050000014 3069.4597500000004 0.34698996655518399 0.03509852216748769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -4 9 17 27 -9 18 11 12 14 16 -11 -16 -14 26 23 20 -20 -22 -21 25 -25 -3 -7 -8 29 30 35 -32 33 34 -31 -29 37 38 39 -37 41 42 47 45 -45 46 48 -30 -44 -50
right_child=1 3 4 -5 -6 6 7 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 22 21 -23 -24 24 -26 -27 -28 28 40 32 31 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 -43 43 44 -46 -47 -48 -49 49 -51
leaf_value=0.0018197599746530358 -0.038427463846896631 -0.0068821790699096427 0.087565527403325474 0.039314785380201778 0.26789899496342684 -0.16083440716655972 0.045011120110212188 -2.6706730312108995 -0.042089265584945683 0.23597385906945162 -0.10758371869336468 0.049592754538104578 0.31484434321522714 -0.11734478375171326 2.9304309034347535 0.78291173253456314 1.6461145183524573 -0.01472043086537283 0.46989585764897179 -0.17432181688777187 -3.3458654427528383 -0.69387180254255476 2.0165958994910831 0.069502215686587016 -0.63599635313304381 -0.10367113977364383 -0.061343498675164955 -0.64193916414271701 0.20719460932422828 -0.55962346989587441 -0.0049165233164220248 -1.8187778911282941 -0.50330396527309484 1.4918261273153899 0.14749144391707444 -0.44017966565597488 -0.006099048615361001 -2.030568430216416 -1.624077962551798 1.0726455574061859 -0.057557349562441462 -0.02068888219031173 -0.16438384671044354 -2.2889543655940465 0.26658436528273993 -0.76610780002534851 0.99877676777541646 0.61040740021848472 1.7765687561035159 0.16965501382946968
leaf_weight=439689 9854 12777 5322 16286 1968 6556 10684 20 36 183 1844 14045 80 351 20 139 37 9758 39 57 30 76 21 5969 142 7103 11701 330 2536 151 37 62 243 29 553 83 451 23 28 27 10201 8378 748 35 28 129 48 333 25 156
leaf_count=439689 9854 12777 5322 16286 1968 6556 10684 20 36 183 1844 14045 80 351 20 139 37 9758 39 57 30 76 21 5969 142 7103 11701 330 2536 151 37 62 243 29 553 83 451 23 28 27 10201 8378 748 35 28 129 48 333 25 156
internal_value=0 -0.00572616 0.0358484 -0.0115404 0.136248 -0.0193317 -0.0348093 -0.00821719 -0.980869 0.00353118 0.0451325 0.0640897 0.31546 0.0959525 0.615838 1.05304 0.735844 -0.0683867 -0.02297 -0.459068 -0.929547 -1.44444 0.415541 -0.0192283 0.0531087 -0.0414643 -0.0970702 -0.00667496 -0.0290917 -0.252488 -0.410459 -1.14087 -0.0839962 0.0550103 -0.00417667 -0.333696 -0.167486 -0.61957 -0.384403 -0.0688498 -0.00916908 0.0305868 0.136973 -0.150226 -1.15316 -0.0930971 -0.00423483 0.253995 -0.0560589 0.391604
internal_weight=0 139732 17144 122588 7290 106302 63389 35374 56 42913 16699 14855 810 468 342 159 117 28015 26214 223 145 106 78 25991 6111 19880 18257 35318 24634 2017 1041 99 976 733 704 942 612 161 138 110 22617 12416 4038 1169 63 1106 977 2869 929 181
internal_count=579421 139732 17144 122588 7290 106302 63389 35374 56 42913 16699 14855 810 468 342 159 117 28015 26214 223 145 106 78 25991 6111 19880 18257 35318 24634 2017 1041 99 976 733 704 942 612 161 138 110 22617 12416 4038 1169 63 1106 977 2869 929 181
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=51
num_cat=0
split_feature=3 1 10 9 10 7 4 5 10 9 0 13 6 9 0 6 12 1 9 2 10 0 6 14 8 0 14 0 8 7 14 13 6 7 0 3 0 10 12 13 10 7 0 13 8 10 5 0 0 0
split_gain=610.777 2379.22 5349.75 5398.98 5507.63 3905.2 3378.98 3688.1 3349.6 3655.94 4197.85 4780.14 4018.47 3142.3 3476.77 4579.78 4442.44 2966.88 2812.67 3867.02 3509.89 3172.4 2976.36 2715.91 3026.88 4732.83 2689.31 2630.82 2629 2577.79 2391.97 3593.37 2390.78 2368.61 3364.39 2578.36 2322.52 2640.51 2294.33 2292.64 3530.4 4214.49 2426.87 2204.07 3077.4 2181.66 2401.2 2081.17 2077.16 2064.07
threshold=16.500000000000004 1659.66857 0.19722222222222227 2.5000000000000004 0.082207207207207214 2.5000000000000004 5.5000000000000009 3.5000000000000004 0.39339826839826847 2.5000000000000004 576.51902003207022 0.15075757575757578 3.5000000000000004 2.5000000000000004 832.93715253206994 2.5000000000000004 1.5000000000000002 2069.9651750000003 1.5000000000000002 2.5000000000000004 0.44281045751633991 534.27361753207003 1.0000000180025095e-35 0.81016731016731025 1.5000000000000002 696.34492503207014 0.68496240601503777 589.63022836540347 2.5000000000000004 1.5000000000000002 0.39208074534161497 0.28062500000000007 1.5000000000000002 2.5000000000000004 591.80209253207011 14.500000000000002 639.78324003207001 0.92052631578947375 1.5000000000000002 0.24695121951219515 0.063508064516129045 1.0000000180025095e-35 602.30456753207011 0.65450928381962881 3.5000000000000004 0.68496240601503777 4.5000000000000009 698.35489753207014 475.24997869873681 608.32158753206988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 17 -1 18 13 10 11 -10 -11 14 15 16 -4 39 19 22 21 48 -8 26 25 29 -6 -17 32 -25 -18 -32 -13 35 -35 36 -12 -38 -29 -5 42 -42 -41 -15 -45 -30 -47 -9 -20 -44
right_child=-2 2 8 4 23 -7 7 47 9 12 33 28 -14 43 -16 27 30 -19 20 -21 -22 -23 -24 24 -26 -27 -28 38 45 -31 31 -33 -34 34 -36 -37 37 -39 -40 40 41 -43 49 44 -46 46 -48 -49 -50 -51
leaf_value=-0.0014723768613588394 0.0036391943891746895 -0.021115414756435108 -0.50624508667311197 0.10308595358899937 0.25150497285929985 -0.46798510808222649 0.039884939259142882 0.55323077100986817 0.28273134842782738 -0.12602873105176227 0.12737838381721128 -0.03156341138869264 -1.5146196437733515 0.019315226269775134 -0.073036584273505192 0.81562761589884758 -0.23949644554407118 -0.7523657830513043 0.21449815423465243 0.36314287637895826 0.17156363494089097 0.061496760861339463 -0.069811652679052774 -0.50599772689739864 0.43729112288808525 0.26483612056302874 0.97559748741112795 -0.92550660155036235 -0.76883182689929619 -1.7594834790343332 -0.067304291489694398 0.93411203807308574 0.32183827053724734 -1.0814270724356174 -0.14367851072814278 -0.0096916264106897843 -0.19292762267976252 -0.042822310853967295 0.3300570798474689 0.17992229628258063 0.099300825607776644 -0.42964118892292547 -0.42637913880140887 -0.26041911390363742 0.94887929715385499 -0.5027867436408997 0.59633015530450006 0.16714065811694032 -0.28342937359344095 0.0076809989054863678
leaf_weight=232510 256792 14100 576 4345 1592 149 5533 177 967 2747 465 916 21 2741 3221 62 1308 46 102 287 2731 3183 4473 75 79 79 53 22 78 21 244 42 242 40 879 28019 2040 2754 43 893 250 379 115 484 22 46 35 661 469 2313
leaf_count=232510 256792 14100 576 4345 1592 149 5533 177 967 2747 465 916 21 2741 3221 62 1308 46 102 287 2731 3183 4473 75 79 79 53 22 78 21 244 42 242 40 879 28019 2040 2754 43 893 250 379 115 484 22 46 35 661 469 2313
internal_value=0 -0.00289657 -0.0188468 0.0191886 0.0738893 0.039454 0.00172686 0.0439529 -0.0382463 -0.0257646 -0.0173577 0.1139 -0.136564 -0.0941384 -0.140069 -0.234065 -0.268225 0.0485186 0.0337271 0.00122781 0.0853099 0.0225612 -0.00915292 0.227842 -0.0764997 -0.30844 0.274834 0.349608 -0.0100628 -0.780198 -0.182215 0.0797568 0.0422908 -0.0261243 -0.184495 -0.0217508 -0.086 -0.106697 -0.0949029 0.05296 -0.00217864 -0.21941 0.0389651 -0.0160839 -0.207841 -0.391355 -0.0278597 0.24869 -0.194483 -0.0128779
internal_weight=0 322629 72503 24489 10389 8490 250126 17616 48014 39249 36481 2284 2768 8765 5518 2297 2170 8341 16778 10293 6485 3754 10006 1899 254 175 1645 127 1317 96 1594 286 1158 34197 919 33278 5259 4794 65 8295 3950 629 3321 3247 506 159 81 838 571 2428
internal_count=579421 322629 72503 24489 10389 8490 250126 17616 48014 39249 36481 2284 2768 8765 5518 2297 2170 8341 16778 10293 6485 3754 10006 1899 254 175 1645 127 1317 96 1594 286 1158 34197 919 33278 5259 4794 65 8295 3950 629 3321 3247 506 159 81 838 571 2428
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=51
num_cat=0
split_feature=8 3 7 0 7 14 3 10 12 3 10 0 0 5 12 13 6 3 1 10 10 6 4 14 1 14 3 10 5 0 0 10 10 8 10 10 10 0 1 10 0 10 14 14 13 3 5 0 10 6
split_gain=606.271 1387.6 7354.99 4447.98 4854.48 3431.18 5043.89 3614.48 3386.74 2746.48 10381 7273.5 5954.21 1563.26 1314.07 2921.21 2522.53 3757.19 5674.66 4500.02 4519.35 5217.5 7080.08 3680.27 4292.96 12050.5 6058.24 7968.68 6987.53 7453.37 6660.98 9561.69 10758.8 5173.84 4174 7312.37 16759.5 5824.74 5438.8 11101.3 6405.88 7560.7 8018.7 6167.68 7168.75 6824.45 5559.66 5798.77 4900.59 5854.66
threshold=1.5000000000000002 38.500000000000007 1.5000000000000002 1403.2040600320704 6.5000000000000009 0.070598006644518277 40.500000000000007 0.24695121951219515 4.5000000000000009 37.500000000000007 0.1012820512820513 1063.5212350320703 1057.5680575320705 16.500000000000004 2.5000000000000004 0.79057017543859665 3.5000000000000004 20.500000000000004 2229.9937050000003 0.89087301587301593 0.85912698412698429 1.0000000180025095e-35 8.5000000000000018 0.26393188854489169 3148.0373600000007 0.29217479674796754 27.500000000000004 0.68857758620689669 10.500000000000002 971.95500003207007 1127.0524375320704 0.40270270270270275 0.12660256410256412 2.5000000000000004 0.11834733893557424 0.096006144393241177 0.1012820512820513 956.7117450320701 3193.0687900000007 0.17445652173913045 1127.0524375320704 0.3066239316239317 0.10762548262548265 0.070598006644518277 0.85092592592592597 28.500000000000004 6.5000000000000009 813.67629336540347 0.31698564593301443 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 -4 7 -7 -6 13 11 -11 -12 -1 16 -16 17 18 -2 20 23 -22 -23 34 -25 -26 33 28 30 -30 -28 32 -32 -27 35 -19 -37 -38 43 -40 41 42 -41 45 -45 48 47 -46 49 -36
right_child=14 2 3 -5 8 6 -8 -9 -10 10 12 -13 -14 -15 15 -17 -18 19 -20 -21 21 22 -24 24 25 26 27 -29 29 -31 31 -33 -34 -35 38 36 37 -39 39 40 -42 -43 -44 44 46 -47 -48 -49 -50 -51
leaf_value=0.0024405153875487785 0.0013946278999942699 -1.0098989625007679 0.25628154382986179 -0.60638763404661611 0.99913645699620257 3.1850359463691711 0.59064491821186882 1.2838577222824097 -0.6160114591186111 -2.9126566084948458 1.7628274361292524 -0.48288046845367982 -0.37880270993884874 -0.64759304459030576 -0.012627582710284477 -0.66829696450492049 -0.051770437298329475 0.058126853046099547 -0.167786270311888 -0.031979425392503161 -0.507084268899191 1.0034881496150045 -0.56666594709668849 0.045475512481262623 -1.9984776003493203 -2.2503214833529102 -0.15286279998120222 1.4258089039060806 0.40835351026975197 -1.6587640974319209 0.14855736494064331 -0.70492480791040835 2.8282096309046594 -0.33025073011716211 0.58002726574276775 -3.3311001232692172 -0.85804440022810646 0.91542628640609414 2.2701341963476604 2.9864462213516236 -0.48417331528279095 0.19944920120472762 0.52244566168103901 0.18791873392031017 1.3861439502516459 -1.5717369821763807 1.9030195054121135 -0.16397577870975844 0.16091565110444475 -0.73878668463518549
leaf_weight=374907 78470 39 34 31 20 20 35 20 37 22 21 28 34 37 93543 68 7815 1962 2034 5817 42 160 35 9881 36 23 348 36 26 53 29 28 31 36 43 21 46 31 36 25 62 97 28 2568 43 31 41 55 381 155
leaf_count=374907 78470 39 34 31 20 20 35 20 37 22 21 28 34 37 93543 68 7815 1962 2034 5817 42 160 35 9881 36 23 348 36 26 53 29 28 31 36 43 21 46 31 36 25 62 97 28 2568 43 31 41 55 381 155
internal_value=0 0.0023857 0.244789 0.493179 0.69852 1.08958 1.46734 2.23445 -0.0492929 0.00223317 -0.509133 -1.55198 0.438911 0.00237637 -0.00438588 -0.0131039 0.00299796 0.00716518 -0.00287987 0.0435817 0.0704009 0.503912 0.721666 0.06404 0.0291472 -0.220606 -0.115682 -0.0125584 -0.113104 -0.978447 0.0436893 0.820963 1.53304 -1.07875 0.129341 0.0160194 -0.826989 -0.14405 0.194822 0.646542 0.370837 0.724241 1.68471 0.161049 0.225779 -0.126206 0.925247 0.516179 -0.0488116 -0.452378
internal_weight=0 375285 236 197 166 109 75 40 57 375049 105 50 55 374944 204136 93611 110525 102710 80504 22206 16389 237 195 16152 10527 646 610 551 515 79 436 88 60 59 5625 2060 98 77 3565 248 212 150 53 3317 2707 610 139 98 579 198
internal_count=579421 375285 236 197 166 109 75 40 57 375049 105 50 55 374944 204136 93611 110525 102710 80504 22206 16389 237 195 16152 10527 646 610 551 515 79 436 88 60 59 5625 2060 98 77 3565 248 212 150 53 3317 2707 610 139 98 579 198
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=51
num_cat=0
split_feature=0 1 6 1 10 9 11 9 3 4 5 1 3 10 8 9 7 6 7 0 4 14 4 3 10 10 10 10 13 14 9 13 13 0 14 12 4 4 5 3 13 12 0 4 12 7 13 1 4 13
split_gain=625.652 1968.2 1745.85 1248 1180.34 1474.13 1125.24 1184.57 1018.62 917.601 1097.97 899.389 890.543 1268.81 792.414 826.047 929.245 787.802 745.272 1504.1 7759.44 9238.31 3702.6 4628.75 4894.38 4701.85 4049.87 15350.3 7445.68 5420.39 5224.46 4817.36 5828.85 4574.35 9234.83 11939.5 5520.56 3030.73 7175.72 5301.57 6780.74 3913.76 2974.51 6241.13 4243.28 6856.06 6028.89 13090.7 5956.26 5147.91
threshold=1462.7090825320704 2970.4994950000005 1.5000000000000002 3383.3926800000004 1.0000000180025095e-35 2.5000000000000004 0.077935222672064791 2.5000000000000004 28.500000000000004 7.5000000000000009 6.5000000000000009 3069.4597500000004 44.500000000000007 0.16869918699186995 3.5000000000000004 2.5000000000000004 3.5000000000000004 13.500000000000002 3.5000000000000004 896.11410003207016 11.500000000000002 0.26393188854489169 8.5000000000000018 22.500000000000004 0.96225071225071235 0.95916666666666683 0.25290697674418611 0.22967032967032971 0.042572463768115944 0.34698996655518399 2.5000000000000004 0.23904761904761906 0.15075757575757578 845.88457503207007 0.077677224736048281 3.5000000000000004 9.5000000000000018 9.5000000000000018 2.5000000000000004 29.500000000000004 0.38956639566395673 3.5000000000000004 935.44215503206999 4.5000000000000009 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 2754.3987100000004 7.5000000000000009 0.15894736842105264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 6 3 4 -3 -6 7 -2 -4 10 -10 -12 13 -13 15 16 -11 18 -1 20 22 -22 -20 -24 25 26 27 33 -28 31 -31 32 -30 37 -35 36 -36 38 -25 40 -39 -40 43 -21 46 49 47 -45 -47 -46
right_child=1 2 8 -5 5 -7 -8 -9 9 14 11 12 -14 -15 -16 -17 -18 -19 19 42 21 -23 23 24 -26 -27 28 -29 29 30 -32 -33 -34 34 35 -37 -38 39 41 -41 -42 -43 -44 44 45 48 -48 -49 -50 -51
leaf_value=0.00057390927453475425 -0.11465389623951455 0.21609647890598307 0.071120112036279423 -0.78795749485492717 0.013202355455826313 -0.41883604328733748 0.16697768988577943 -0.5693453644785812 0.60617029029045177 0.0029623088255090625 -0.16228316250172528 1.0532099472037677 -0.18197003901004793 0.26658392272889614 0.43498169665827469 -0.32139760516583921 0.581543295477566 0.56113898849487309 -0.0014574548363440448 0.070360518171647041 -2.831932846705119 0.17112431302666664 -0.83098934980539174 -0.98339635295527339 -1.1459095503972925 1.5015895158052446 -1.4641326703131199 3.1750230568647386 0.074267578031867745 0.4038543958412974 -1.1885810010031694 -0.13595692043954677 1.8566990713740505 -1.888751338005066 0.5197253150244554 1.6725681024628718 -1.4735468441789801 2.409376351849029 1.1392793196733251 0.21075638723823259 0.28883292628079654 -0.12425612700291169 -0.021526125862399305 -0.48475501593202353 -1.90284237186114 -0.87090434638353509 -0.28284534364659381 2.6840183778242634 0.70995960316874773 -0.34786351932720705
leaf_weight=549691 364 205 389 20 425 97 114 68 139 103 44 29 24 70 68 48 38 25 13216 721 21 20 39 35 23 33 32 20 32 38 45 55 43 25 24 37 33 38 66 53 25 39 11638 32 60 52 866 22 44 33
leaf_count=549691 364 205 389 20 425 97 114 68 139 103 44 29 24 70 68 48 38 25 13216 721 21 20 39 35 23 33 32 20 32 38 45 55 43 25 24 37 33 38 66 53 25 39 11638 32 60 52 866 22 44 33
internal_value=0 0.0526884 0.105768 -0.00866863 0.0127699 -0.0670806 -0.11248 -0.186226 0.195562 0.281544 0.398542 0.225726 0.364526 0.49701 0.142239 0.0369136 0.158892 -0.000204938 -0.000229254 -0.0163069 0.00665459 -1.36703 0.0106916 0.229144 0.288548 0.337571 0.277551 0.475665 -0.0418569 0.171818 -0.459514 0.5749 1.09619 0.3317 -0.180566 0.273738 -0.634274 0.569823 0.256626 0.947821 1.56789 0.669966 -0.0401617 -0.158676 -0.30758 -0.739147 -0.218922 0.806227 -0.146342 -1.35108
internal_weight=0 2245 1699 747 727 522 546 432 952 563 306 167 123 99 257 189 141 577176 577151 27460 13992 41 13951 735 696 673 640 395 245 213 83 130 75 375 119 94 57 256 140 116 63 105 13468 1830 1109 189 920 54 96 93
internal_count=579421 2245 1699 747 727 522 546 432 952 563 306 167 123 99 257 189 141 577176 577151 27460 13992 41 13951 735 696 673 640 395 245 213 83 130 75 375 119 94 57 256 140 116 63 105 13468 1830 1109 189 920 54 96 93
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=51
num_cat=0
split_feature=3 1 0 1 10 9 0 5 0 9 10 4 7 8 5 13 12 0 4 13 10 6 7 14 12 13 4 2 14 0 13 13 14 0 3 5 5 14 13 0 3 10 13 12 3 13 0 14 5 13
split_gain=637.491 2726.01 3103.35 2523.43 2364.52 5274.5 4945.55 2815.18 2777.3 4978.01 3529.84 2189.21 2136.06 1794.1 1777.69 1492.33 1408.39 1405.76 1392.64 1391.99 2085.34 2079.55 1638.01 2430.78 1388.17 1593.39 1384.04 2938.41 7075.33 5024.35 6698.15 7049.17 6631.17 5550.83 5529.41 7419.15 12908.3 6434.99 10637.8 6725.98 8314.26 4865.81 4194.5 4127.29 5922.68 4931.14 4615.27 7791.81 4723.71 4805.68
threshold=13.500000000000002 1525.7882200000001 511.27667753207004 1560.7665700000002 0.46770833333333339 1.5000000000000002 610.31837586540348 5.5000000000000009 655.65993336540339 2.5000000000000004 0.21132376395534294 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 0.065942028985507259 2.5000000000000004 825.46808753207006 1.5000000000000002 0.050641025641025648 0.35067567567567576 1.0000000180025095e-35 1.5000000000000002 0.56904761904761914 3.5000000000000004 0.065942028985507259 4.5000000000000009 3.5000000000000004 0.14119601328903655 780.38975503207018 0.031754032258064523 0.4431524547803618 0.21132376395534294 848.40826753207011 27.500000000000004 4.5000000000000009 3.5000000000000004 0.28759398496240607 0.21525096525096529 825.46808753207006 35.500000000000007 0.28759398496240607 0.13100686498855837 4.5000000000000009 24.500000000000004 0.85912698412698429 659.36479253207006 0.050641025641025648 9.5000000000000018 0.059714795008912663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 8 6 -6 11 9 10 15 -7 17 19 -1 -2 -17 -4 -10 -12 22 -22 23 -21 25 -8 27 -5 43 -30 32 34 -31 -34 -32 36 -36 38 42 -39 -41 -33 -37 45 -45 46 -29 -48 49 -49
right_child=3 2 12 26 5 7 24 -9 18 -11 13 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 30 31 41 33 -35 35 37 -38 39 -40 40 -42 -43 -44 44 -46 -47 47 48 -50 -51
leaf_value=0.00049254595313014062 0.63037622593916387 -0.36066371242413642 -0.0072204114149336147 0.012767554407904252 0.45339290335141824 0.095247895593163878 0.14216364788784763 0.4864348009397399 0.16371578066917061 0.1135329566455336 0.228722142290186 0.29728654340075628 -0.10053403050503573 -1.2435322742909194 -0.066682615130957634 -0.069408345271402327 -0.58136830739676959 -0.12504881564666689 0.0018202818666221959 -0.713278216123581 -0.64359889959587768 0.12000320566693944 -0.45655866645094828 -1.9095021576881408 -0.11656227583585142 0.011747456653741495 -0.0040364093473060888 0.475051612500271 -0.099766404531374211 -1.1652293217182159 0.7037547454947517 1.3705124334647107 -0.30513071967288852 1.4099012177923453 -0.47701975876285191 -0.13060801989502377 -3.3402018908411266 -0.27523172650486233 -1.9276464929374364 -3.1221050266424815 -0.74757171787064658 -0.54615639580620667 1.3604109287261963 -0.2628083007203863 0.14631088855634725 -0.62855629845271033 0.68695543788842794 -1.142821355848699 -1.2612850731611251 0.091864881003406687
leaf_weight=181253 26 301 11982 115265 265 2146 1052 265 592 465 27 715 4018 32 4027 335 64 1106 5185 53 68 75 82 25 735 8557 234323 549 3469 25 21 26 32 46 31 54 32 40 26 30 29 27 29 632 804 63 127 37 40 213
leaf_count=181253 26 301 11982 115265 265 2146 1052 265 592 465 27 715 4018 32 4027 335 64 1106 5185 53 68 75 82 25 735 8557 234323 549 3469 25 21 26 32 46 31 54 32 40 26 30 29 27 29 632 804 63 127 37 40 213
internal_value=0 -0.00452214 -0.0423579 0.00243296 0.0363197 0.0604603 0.026822 0.174622 -0.0108522 -0.145877 -0.29915 0.14574 -0.036757 -0.528622 -0.000967484 -0.103693 -0.151527 -0.0171775 0.0184106 -0.459297 -0.520606 -0.243108 -0.768619 -1.09668 0.0158938 0.0260255 0.000456324 0.00911047 -0.05694 -0.140467 -0.455623 -0.666898 0.252044 0.706298 -0.859476 -0.980612 -1.93133 -0.692653 -0.162566 -1.27628 -1.95496 0.394096 0.39035 0.0757883 -0.0337471 0.228648 0.284553 0.0337524 -0.252305 -0.0908687
internal_weight=0 202687 17407 376734 20764 13735 10609 3126 7029 1252 787 2861 17106 362 185280 425 399 13088 5777 330 303 143 160 78 10344 9609 355970 121647 6382 3917 448 345 103 78 292 271 63 208 109 99 59 53 83 2465 1436 1029 966 417 290 250
internal_count=579421 202687 17407 376734 20764 13735 10609 3126 7029 1252 787 2861 17106 362 185280 425 399 13088 5777 330 303 143 160 78 10344 9609 355970 121647 6382 3917 448 345 103 78 292 271 63 208 109 99 59 53 83 2465 1436 1029 966 417 290 250
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=51
num_cat=0
split_feature=3 0 1 4 4 0 10 11 0 0 14 9 0 10 0 4 8 13 13 8 3 4 14 10 14 0 1 14 7 7 13 8 13 13 5 0 1 3 14 0 6 0 13 0 13 14 0 13 1 13
split_gain=705.733 2197.55 2789.71 5232.95 5040.42 5027.68 4553.99 4473.54 6455.51 9343.79 15433.8 3870.9 7546.17 4252.94 7127.55 7355.61 6197.64 5879.5 20032.9 5553.92 5597.1 4631.38 4021.59 7073.12 4321.63 8065.23 3775.58 3638.57 3637.36 3451.9 4901.48 3441.92 3272.12 3448.75 3477.51 6609.23 4219.54 3363.95 2987.62 4099.1 2970.92 11817.2 4060.67 4843.16 4238.24 3045.96 2860.27 3709.23 4230.05 4434.46
threshold=26.500000000000004 702.37839753207015 2865.2936050000003 9.5000000000000018 8.5000000000000018 945.96035253207003 0.13714733542319751 0.067816091954023008 899.39907253207002 1304.6278725320703 0.18301435406698566 3.5000000000000004 899.39907253207002 0.33771929824561409 949.46177836540335 5.5000000000000009 1.0000000180025095e-35 0.31909090909090915 0.14459930313588851 5.5000000000000009 28.500000000000004 6.5000000000000009 0.56904761904761914 0.46247654784240161 0.53410852713178303 928.48060753207005 2716.2336750000004 0.62731481481481499 3.5000000000000004 2.5000000000000004 0.10620300751879701 3.5000000000000004 0.29520697167755999 0.03509852216748769 9.5000000000000018 949.46177836540335 2661.2063200000007 28.500000000000004 0.036375661375661381 921.51646003207009 4.5000000000000009 820.87770878207004 0.53452380952380962 938.81247003207011 0.67028985507246386 0.10620300751879701 1154.1210150320703 0.067424242424242428 2841.4711600000005 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 26 38 8 -5 10 -10 13 -13 14 15 16 -8 18 -17 20 29 -19 24 28 40 -26 -6 -12 -24 -18 -31 -32 33 -25 35 36 -35 -36 39 -3 46 -42 43 45 -44 -43 47 -15 49 -49
right_child=1 2 -4 7 5 -7 11 -9 9 -11 27 12 -14 22 -16 17 19 21 -20 -21 -22 -23 23 32 25 -27 -28 -29 -30 30 31 -33 -34 34 37 -37 -38 -39 -40 -41 41 42 44 -45 -46 -47 -48 48 -50 -51
leaf_value=-0.0009262514909216227 -0.2307067074818038 -1.287402429010557 0.0053827207469801137 -0.71358325105646392 0.44433116891554425 0.089364998776000001 -1.3089232441924867 -0.4678235239349306 4.2058958387374883 0.11010225596753034 1.6426483342141815 -1.4311100515515305 0.5029930732752147 0.74683352949840787 -0.18430978938291864 0.53538748682761683 1.8906207217110529 1.5457777781919999 3.7523130647838117 -0.49048512882964562 -0.69831325352369322 -0.36444871187210087 -0.34198997318744662 0.38162473976612094 2.4645354343497239 -0.28123135030269625 -1.0158124448055714 0.0041785193526226545 -1.9845619959490641 2.043310348192851 -0.22488251661145409 1.3630105233192444 0.24521438519356492 -0.21392507579015649 0.87096224240958697 0.087072718302634633 -1.8313237874596209 -0.60299525936444609 -0.019239717397519313 -0.10270990748889744 2.2091309093293687 -1.880817225883747 1.1921338999271394 -0.10344215890979523 -0.21063351695026672 -0.6326216172178587 0.057841750081787081 -0.10126335121317601 0.81819068160625774 0.43441642422596333
leaf_weight=541293 366 46 33156 23 21 128 21 32 20 55 33 43 38 183 127 49 36 22 32 43 21 30 26 65 23 20 113 23 28 21 43 20 278 23 32 55 54 30 1026 80 21 29 35 146 56 60 564 339 109 284
leaf_count=541293 366 46 33156 23 21 128 21 32 20 55 33 43 38 183 127 49 36 22 32 43 21 30 26 65 23 20 113 23 28 21 43 20 278 23 32 55 54 30 1026 80 21 29 35 146 56 60 564 339 109 284
internal_value=0 0.0131497 0.0155133 0.0884374 0.066572 -0.358844 0.0933779 0.608034 0.831588 1.10288 1.82133 0.158165 -0.523753 0.177048 0.454395 0.694382 0.318631 1.27355 1.80627 0.504384 0.807784 0.443724 0.124623 -0.102751 0.196522 1.18743 -0.786984 0.969705 -1.19369 1.07135 0.720235 0.279211 0.00695229 -0.248788 -0.460009 -0.750172 -1.3482 0.157757 -0.0756747 -0.535217 0.173187 -0.0901516 -0.238265 -0.457887 0.328892 -1.03934 0.234971 0.344152 0.243482 0.142931
internal_weight=0 38128 37762 4606 4420 262 4158 186 154 131 76 3006 81 2925 465 338 205 133 81 184 141 52 2460 591 1869 43 134 56 54 120 84 63 537 259 194 132 77 62 1152 126 1826 347 326 235 91 89 1479 915 732 623
internal_count=579421 38128 37762 4606 4420 262 4158 186 154 131 76 3006 81 2925 465 338 205 133 81 184 141 52 2460 591 1869 43 134 56 54 120 84 63 537 259 194 132 77 62 1152 126 1826 347 326 235 91 89 1479 915 732 623
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=51
num_cat=0
split_feature=7 3 1 5 14 6 4 1 13 14 0 0 8 8 13 10 3 8 1 0 8 8 8 3 0 10 10 13 0 6 0 10 1 8 11 0 0 10 10 1 10 14 12 13 10 0 13 1 4 13
split_gain=623.479 1029.24 3505.19 2529.38 3447.77 7492.77 6087 12152.4 9347.09 5173.18 3921.17 3402.15 5333.49 6995.7 5205.67 4878.78 3209.84 3152.27 5146 2590.14 4268.53 4456.32 3348.17 4574.93 4061 3678.99 3254.65 2891.15 3182.67 3058.46 2564.79 3294.17 3115.6 2952.67 2508.01 4637.41 4912.17 3323.74 4841.41 4958.57 4576.88 11760.7 6927.59 6116.04 5753.1 9569.89 5569.53 6539.16 8653.09 6600.23
threshold=1.5000000000000002 32.500000000000007 3757.3374450000006 12.500000000000002 0.60232558139534886 6.5000000000000009 6.5000000000000009 3475.2235900000005 0.15075757575757578 0.57321428571428579 1135.5863325320704 967.90685753207003 2.5000000000000004 5.5000000000000009 0.11237373737373739 0.24695121951219515 35.500000000000007 6.5000000000000009 3193.0687900000007 1243.5699533654035 4.5000000000000009 6.5000000000000009 4.5000000000000009 42.500000000000007 1102.5722025320704 0.55718954248366026 0.97182539682539693 0.32200460829493094 993.19139336540354 3.5000000000000004 1165.0077825320702 0.93844696969696983 3148.0373600000007 5.5000000000000009 0.39339826839826847 887.39409003207015 921.51646003207009 0.97100840336134464 0.65450928381962881 3475.2235900000005 0.40270270270270275 0.28759398496240607 4.5000000000000009 0.82683658170914553 0.43534002229654406 1006.7816783654035 0.21807065217391305 3585.7070200000003 9.5000000000000018 0.48331479421579543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 17 8 -8 34 -11 15 -13 14 -14 -9 30 18 -6 22 -21 -22 24 27 26 -25 -18 28 -24 -29 31 33 -33 -5 37 -36 -37 38 40 -40 43 44 -43 46 45 -42 -3 48 -48 -49
right_child=1 3 -4 16 5 -7 7 11 -10 10 -12 12 13 -15 -16 -17 19 -19 -20 20 21 -23 23 25 -26 -27 -28 29 -30 -31 -32 32 -34 -35 35 36 -38 -39 39 -41 41 42 -44 -45 -46 -47 47 49 -50 -51
leaf_value=0.0019935042587802473 -0.0068460214521042662 -0.08345728597329187 -1.2414435231167338 -1.8953416733180775 0.76397932525724177 -0.52871007138415227 0.93238421467871513 2.0975621280670165 3.5709382719993594 -1.6738254176032159 0.095953410863876348 -1.1348474630942711 2.1316279949853199 -0.96067799702286727 0.29530172963675699 0.10148104311277469 0.67904820889234552 0.91314216904018242 -1.029411164795359 -1.1723094457355532 1.1146469072653697 -0.45273622334003449 -0.2883885266689154 -2.023485939502716 1.4996053630655464 -0.14951628554951063 -0.66272048210275591 0.35519522560967343 1.1071180476383728 -1.1643738237711101 0.30144147460277265 0.71180858651006762 -0.99107274384725663 -0.5674928842168866 -0.87118196756475508 1.4647428980645012 0.22662158999826151 0.30312011818783535 0.1347043966131056 -0.43321793023733646 2.9497616161902744 -0.23191691044498894 -2.1558469849328201 -1.674588097225536 0.35468918406210531 0.48645851203928825 0.16669736331268667 0.58311703487400945 -1.2651464427082704 -0.4769582845708904
leaf_weight=423144 150141 2076 23 34 24 79 29 25 25 31 21 26 26 24 38 24 48 23 48 46 26 60 26 20 33 22 29 27 44 26 26 22 21 33 36 34 557 373 228 472 24 85 24 22 438 46 155 431 58 68
leaf_count=423144 150141 2076 23 34 24 79 29 25 25 31 21 26 26 24 38 24 48 23 48 46 26 60 26 20 33 22 29 27 44 26 26 22 21 33 36 34 557 373 228 472 24 85 24 22 438 46 155 431 58 68
internal_value=0 -0.00539772 -0.00703512 0.0348245 0.0549086 0.341245 0.561522 0.853773 2.15394 0.0332911 -0.959107 0.423043 0.123522 0.495313 1.04131 1.11989 -0.171195 -0.106042 -0.431614 -0.0306502 -0.39477 0.0211238 0.144127 -0.140772 0.571476 -1.04188 0.173707 0.166924 0.588787 -0.390254 -0.591795 -0.802924 -0.119831 -1.24133 0.0433564 0.230729 0.29785 0.0172491 -0.008588 -0.248238 0.0403629 0.286989 -0.655535 -0.0137895 0.489223 1.33102 -0.000684164 0.24066 -0.223194 0.438658
internal_weight=0 156277 150164 6113 5570 391 312 217 54 5179 52 163 114 88 64 49 543 95 72 407 132 86 275 165 110 42 77 123 70 53 136 110 43 67 5127 627 591 4500 4127 700 3427 617 109 2810 508 70 2788 712 213 499
internal_count=579421 156277 150164 6113 5570 391 312 217 54 5179 52 163 114 88 64 49 543 95 72 407 132 86 275 165 110 42 77 123 70 53 136 110 43 67 5127 627 591 4500 4127 700 3427 617 109 2810 508 70 2788 712 213 499
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=51
num_cat=0
split_feature=5 13 13 12 10 14 11 4 14 1 14 1 9 6 10 14 1 14 13 0 3 1 4 10 7 4 0 1 7 0 5 10 6 14 2 10 10 0 0 13 13 0 8 10 8 4 13 6 3 1
split_gain=617.346 2838.88 3944.07 3873.55 4038.74 3702.93 3594.5 4854.09 3583.29 5336.84 4798.33 4458.62 3540.5 6370.11 3643.38 4235.95 3781.07 5940.52 6996.8 5772.14 5045 3448.37 5472.68 5457.48 6040.53 4267.22 9649.03 3263.07 4568.04 3342.83 3520.22 5122.93 5195.66 3714.99 3245.41 3983.16 3295.86 5370.21 5025.61 6194.59 7525.54 4581.42 3954.19 3953.29 4086.86 3512.08 3300.72 3834.51 3049.37 5579.66
threshold=3.5000000000000004 0.16869918699186995 0.60303030303030314 1.5000000000000002 0.96076923076923093 0.89039039039039047 0.13100686498855837 10.500000000000002 0.86811594202898557 2912.4473000000003 0.90161290322580656 2678.3870350000002 1.5000000000000002 11.500000000000002 0.68496240601503777 0.22792207792207794 2452.1930800000005 0.16064516129032261 0.70135135135135152 971.95500003207007 23.500000000000004 2735.3542650000009 3.5000000000000004 0.42206477732793529 1.5000000000000002 5.5000000000000009 952.97267003207003 1700.9006200000001 1.5000000000000002 924.99774003207006 6.5000000000000009 0.90550595238095244 1.5000000000000002 0.30116279069767443 2.5000000000000004 0.95742753623188415 0.36474501108647456 610.31837586540348 820.87770878207004 0.084523809523809543 0.14907407407407411 585.34972753207001 1.5000000000000002 0.47140522875816998 1.5000000000000002 3.5000000000000004 0.084523809523809543 1.0000000180025095e-35 20.500000000000004 2464.3507700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 34 12 -8 -5 11 -11 -10 -4 14 48 16 20 18 -18 -19 -16 -7 -23 25 -25 -24 -27 -17 -29 -30 33 32 -32 -31 -2 36 37 41 42 -40 -41 -36 -39 -38 46 -44 -45 -48 -14 -50
right_child=1 2 6 8 -6 21 7 -9 9 10 -12 -13 13 -15 15 27 17 19 -20 -21 -22 22 23 24 -26 26 -28 28 29 30 31 -33 -34 -35 35 -37 43 38 39 40 -42 -43 45 44 -46 -47 47 -49 49 -51
leaf_value=0.0020166724843618507 0.091213238868454435 -0.031556210982477607 -0.01804218652419266 0.003718452440112019 -0.36072859222255649 -0.0336557625702084 -0.10179841023798315 1.2973177237510682 -0.4445628764147454 1.4453319122011845 -0.56129999540068887 -1.8472584130035508 -0.011772803710910459 1.8372422440350058 0.26843702357109783 0.20113919358562199 1.2438913460637702 0.67056048617643471 -0.079055411188766883 2.6498889916218245 -0.94508944667047923 -1.0474628463465101 -0.74820815556579179 0.36585608985932438 2.2800894238054754 1.4900559272766114 -0.51678737194641777 -0.23873366369500859 -0.029826593572503349 -0.88797955049408805 0.25258698690505255 -0.29385845661163329 2.2318195782187913 0.4285047182096885 0.22947350596649604 1.4618674180337363 -0.41655718088150029 1.5120239675045015 1.2803135121569915 -0.76097908621517629 1.068049116288462 -1.0144050359725953 -0.14344505220651627 0.83224443955854943 0.359428560063074 0.79877341416147019 -1.6563101776268174 -0.19714378581707737 0.20986407574478774 0.0020149217291539723
leaf_weight=419350 2647 60844 11933 60946 200 2353 3055 25 141 26 22 27 7757 20 708 1010 61 34 116 26 36 24 36 34 32 50 46 592 349 27 21 22 36 104 114 28 120 63 34 82 31 40 48 22 441 225 23 83 2173 3184
leaf_count=419350 2647 60844 11933 60946 200 2353 3055 25 141 26 22 27 7757 20 708 1010 61 34 116 26 36 24 36 34 32 50 46 592 349 27 21 22 36 104 114 28 120 63 34 82 31 40 48 22 441 225 23 83 2173 3184
internal_value=0 -0.00528323 -0.016719 0.0102252 0.0819637 0.0954276 0.0121331 -0.0904419 0.00227748 -0.404302 0.525626 -0.669996 0.0233328 0.0536675 0.0514731 0.148192 0.320523 0.668368 0.376875 1.52827 0.209718 0.00188968 0.378639 0.5515 1.29397 0.180266 0.528444 0.0699606 -0.0451484 0.159865 0.475114 1.00234 1.50263 0.157168 0.155628 0.281554 0.256631 0.420596 0.584547 0.09687 -0.25921 -0.0936118 0.797905 0.10504 0.215043 0.633109 -0.282412 -0.513755 0.0283002 0.0863263
internal_weight=0 160071 92133 67938 6776 6576 31289 3080 61162 216 48 168 28209 16276 16256 3142 981 237 177 60 744 2575 222 198 66 132 96 2161 1151 559 210 79 57 131 4001 1354 1326 637 483 147 113 154 336 689 569 273 128 106 13114 5357
internal_count=579421 160071 92133 67938 6776 6576 31289 3080 61162 216 48 168 28209 16276 16256 3142 981 237 177 60 744 2575 222 198 66 132 96 2161 1151 559 210 79 57 131 4001 1354 1326 637 483 147 113 154 336 689 569 273 128 106 13114 5357
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=51
num_cat=0
split_feature=3 0 1 5 3 1 11 0 12 13 13 4 1 6 0 10 6 13 7 0 14 3 7 0 4 0 10 5 6 5 13 5 13 13 10 5 0 8 0 6 4 0 10 6 0 5 10 1 12 6
split_gain=655.536 4019.88 2193.08 2511.73 2227.87 2048.36 3025.15 5640.42 2107.81 2774.14 2570.71 2437.95 2351.73 2424.2 2210.33 2502.5 2096.6 2082.38 2067.21 4237.31 3949.42 2355.92 2014.44 2042.7 1915 3374.92 8128.52 3149.92 2853.65 3367.93 3342.15 2712.99 5189.29 3091.59 5895.46 3714.4 3557.88 2601.1 2466.47 2364.02 2810.41 2325.17 2316.78 2300.82 4618.49 9911.51 8757.37 7489.83 7131.17 7788.54
threshold=15.500000000000002 830.42336253206997 1895.9689450000003 2.5000000000000004 14.500000000000002 1799.8971650000001 0.05634920634920635 583.29167253207027 3.5000000000000004 0.19292803970223329 0.47140522875816998 5.5000000000000009 1554.8875399999999 1.0000000180025095e-35 567.29675669873677 0.053342816500711245 2.5000000000000004 0.11651583710407241 1.5000000000000002 576.51902003207022 0.81980519480519487 16.500000000000004 1.0000000180025095e-35 918.45581253207013 5.5000000000000009 628.30594169873677 0.41240409207161127 8.5000000000000018 2.5000000000000004 2.5000000000000004 0.27149877149877155 6.5000000000000009 0.3623737373737374 0.17445652173913045 0.77032967032967048 3.5000000000000004 602.30456753207011 1.5000000000000002 604.30462503207002 5.5000000000000009 2.5000000000000004 1304.6278725320703 0.94590643274853814 1.5000000000000002 756.85772503207011 4.5000000000000009 0.87026647966339421 2775.3070650000004 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 22 6 8 16 9 11 14 12 13 17 15 -11 -8 -2 19 20 21 -14 23 -3 25 26 -7 28 30 38 42 32 33 34 35 -31 -35 41 -30 40 -34 43 -28 -27 45 46 47 -45 49 -49
right_child=5 2 -4 -5 -6 24 7 -9 -10 10 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 37 27 -29 29 31 -32 -33 39 36 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 48 -50 -51
leaf_value=0.00039681135253434509 1.2856168193573303 -0.021872606112787754 -0.23172227322877267 -0.095982722330046372 0.0066564868913689193 0.017512258498846696 -0.37284848133176113 -0.013438169627990727 -0.040524648940788568 0.58050721570014441 0.062778539054995197 0.22602179895021104 0.24412484972516479 0.15228748371791559 -0.01195518482918838 -0.4000299347608578 -1.4275598835945129 0.30707575360009837 -0.00032730468895700662 0.085560535730278678 1.5254005670547486 1.3630659557524183 -0.14334595527962779 -0.41821799487771849 -0.0070610180194946998 0.049272109094820229 -0.14385507815161766 -0.96026007784347911 0.16406480415922697 -1.0362539784716709 -0.37054778998443749 -0.40650614677318214 -0.31816670913249256 0.56636049911379815 1.6229518954570477 0.41869269669690035 -1.0261005575352529 0.0006005172810829146 -0.64588647928012888 1.8197787475585938 0.90885241670267924 -0.14056185270819041 0.75792634713238682 -0.037295339953138829 0.038485026884904044 0.29849283686287259 -0.46540782482130449 -1.5204708129816344 1.1478298664093018 -0.24035393247636511
leaf_weight=257566 44 5831 586 5521 12406 6272 327 4023 2613 29 8094 1355 181 169 4797 254 20 43 2654 2575 34 21 2164 133 146361 33295 1618 51 61 28 867 58 24 20 26 47 47 60322 98 20 84 777 29 3967 12420 638 640 89 20 102
leaf_count=257566 44 5831 586 5521 12406 6272 327 4023 2613 29 8094 1355 181 169 4797 254 20 43 2654 2575 34 21 2164 133 146361 33295 1618 51 61 28 867 58 24 20 26 47 47 60322 98 20 84 777 29 3967 12420 638 640 89 20 102
internal_value=0 -0.00342809 -0.0404074 -0.0361045 -0.020005 0.00330027 0.0294303 -0.0468042 0.0440016 0.0549086 0.0277826 0.105412 0.0768454 0.373078 -0.0279768 -0.299551 -0.433639 0.80197 0.0629688 0.12273 0.528282 0.36045 -0.0606992 -0.0307113 0.000644871 0.00991836 -0.0478055 -0.180903 -0.167772 0.0471688 -0.211632 0.218888 0.341432 -0.0240436 0.325348 -0.124487 -0.550739 0.0147257 -0.33515 0.821119 0.636181 0.0311278 -0.127977 0.0337348 0.00479578 -0.0718942 -0.120941 -0.0681743 -0.648727 -0.836848
internal_weight=0 284207 26641 26055 20534 295214 27233 4370 22863 20250 13174 7076 5721 256 5080 283 347 87 5465 2811 236 202 8128 5964 267981 121620 9350 3078 3027 513 2514 354 296 168 101 75 67 112270 159 128 108 51948 1647 51171 17876 5456 4818 4178 211 191
internal_count=579421 284207 26641 26055 20534 295214 27233 4370 22863 20250 13174 7076 5721 256 5080 283 347 87 5465 2811 236 202 8128 5964 267981 121620 9350 3078 3027 513 2514 354 296 168 101 75 67 112270 159 128 108 51948 1647 51171 17876 5456 4818 4178 211 191
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=51
num_cat=0
split_feature=3 1 14 1 3 5 4 13 10 10 6 1 3 9 2 13 13 6 13 1 5 7 7 9 10 1 10 10 3 0 9 13 7 5 4 4 10 12 1 7 0 4 13 13 10 0 13 3 4 14
split_gain=622.419 4060.31 1502.8 1417.9 2940.43 1517.25 1509.54 2585.96 1579.48 1437.33 1322.37 1249 2930.54 1859.5 1516.05 1302.11 1321.97 1232.43 1205.94 1203.41 1191.21 1195.82 1185.67 1138.96 1113.36 1110.17 1507.32 5509.65 1246.83 1841.96 1593.98 1763.42 1397.11 1301.33 1231.17 1202.49 1117.32 1155.34 1114.95 1110.32 1308.4 4566.89 4754.83 2419.75 2870.2 2287.83 3330.95 3715.4 2337.54 2160.79
threshold=10.500000000000002 1295.5484800000002 0.89564428312159727 1221.5735750000001 9.5000000000000018 1.5000000000000002 2.5000000000000004 0.70710784313725505 0.71240601503759404 0.77346041055718484 1.5000000000000002 1120.5837400000003 9.5000000000000018 1.5000000000000002 2.5000000000000004 0.37321428571428578 0.24695121951219515 1.5000000000000002 0.19292803970223329 1074.5223450000001 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 0.88762626262626265 1282.6957450000002 0.86425061425061445 0.267948717948718 11.500000000000002 704.36429419873673 1.5000000000000002 0.90550595238095244 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 3.5000000000000004 0.3623737373737374 3.5000000000000004 1432.2075950000001 2.5000000000000004 597.95580503207009 1.5000000000000002 0.12060606060606062 0.47140522875816998 0.89087301587301593 574.29357003207008 0.56904761904761914 16.500000000000004 4.5000000000000009 0.21132376395534294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 6 24 22 7 8 18 -10 -3 14 13 -13 15 16 -8 -11 -1 -16 21 -14 -6 -4 -5 26 27 -2 29 32 -31 36 33 35 -29 -27 -32 -38 -34 -30 41 -41 -43 -44 45 48 -47 -48 -45 -50
right_child=25 2 23 4 5 -7 11 -9 9 17 -12 12 20 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 34 39 30 31 -33 38 -35 -36 -37 37 -39 -40 40 -42 42 43 44 -46 46 47 -49 49 -51
leaf_value=-0.019678401739324169 -0.012143752713973274 -0.08897008691883905 -0.0038728059250481279 -0.36221544399681527 0.0074956023445999984 -0.14349997094078254 0.018368190420638388 -0.083471800840560537 -0.21256643760374483 -0.010920796040772207 -0.76934652559716132 -0.012038800074529291 0.044851621236863592 -0.14483863136855635 1.046436070650816 0.040830679557730593 -0.060615597530642731 -0.12867303807312389 0.055397973411571579 0.21055098005005571 -0.032119318866419951 -0.13703417666408477 -0.11011886213403213 -0.39080807153080754 -0.037439183974383422 0.062662699260488952 0.00095447343099103014 0.11767686221471302 0.0032025527840273231 0.010848257058290987 -0.048573856901687883 -0.50468633693831788 -0.06962481378525634 -0.048077552890274398 0.50819272669713678 -0.01011755919203001 -0.28869419539455826 0.098718387484550474 0.64425691418688413 -0.44103194154653846 -0.0079585999337373949 0.22328597494928015 -0.2164095812807641 -0.11481951115617775 0.52482654213284452 0.46647301570258359 -1.4138007803095711 -0.28607734874852242 0.6895825941247099 0.077818540825198096
leaf_weight=3385 6836 1910 98 381 5570 988 7390 4977 405 10505 29 2009 7813 2219 24 16731 2971 971 5815 61 3670 379 1013 340 146 4101 16853 5216 388062 717 702 143 3939 3669 82 5085 532 90 22 308 60743 562 992 371 96 44 36 155 85 180
leaf_count=3385 6836 1910 98 381 5570 988 7390 4977 405 10505 29 2009 7813 2219 24 16731 2971 971 5815 61 3670 379 1013 340 146 4101 16853 5216 388062 717 702 143 3939 3669 82 5085 532 90 22 308 60743 562 992 371 96 44 36 155 85 180
internal_value=0 -0.00820093 -0.136937 -0.00424856 -0.0438439 -0.0279458 0.00037666 -0.0186379 -0.00333125 -0.0274181 -0.0991459 0.0118283 -0.010253 -0.0817367 0.0249015 0.0235786 -0.00428028 -0.020884 0.0277748 0.446566 0.0152261 0.0364367 -0.0106031 -0.304234 -0.272239 0.00130986 0.0203038 0.0471781 0.000140001 -0.0249544 -0.111351 -0.171077 -0.0137335 0.00226646 0.123721 0.0223745 -0.135045 -0.232638 -0.0656598 0.00119571 -0.0110546 -0.0775314 -0.0331212 -0.10668 0.00588745 -0.0513091 -0.317932 -0.498633 0.0472073 0.274045
internal_weight=0 79800 2377 77423 8098 7571 69325 26058 21081 11881 1939 43267 16090 4228 27177 27092 10361 11476 9200 85 11862 8192 6583 438 527 499621 28987 12134 470634 19000 2184 1467 16816 12855 5298 9186 1324 622 3961 451634 63572 2829 2521 1959 967 871 235 191 636 265
internal_count=579421 79800 2377 77423 8098 7571 69325 26058 21081 11881 1939 43267 16090 4228 27177 27092 10361 11476 9200 85 11862 8192 6583 438 527 499621 28987 12134 470634 19000 2184 1467 16816 12855 5298 9186 1324 622 3961 451634 63572 2829 2521 1959 967 871 235 191 636 265
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=51
num_cat=0
split_feature=3 4 0 1 0 13 3 6 0 0 14 14 13 10 13 14 10 12 10 13 0 14 7 13 12 14 0 14 13 9 0 13 1 0 5 1 8 0 0 5 14 0 13 5 13 9 10 0 13 0
split_gain=625.289 1808.83 4553.62 3407.2 2483.61 2050.46 2030.5 2343.9 3738.01 2605.98 2261.71 3701.29 2580.13 3457.08 5717.85 4540.54 3996.29 2785.08 3522.89 2709.81 3129.3 2687.91 2616.26 2917.31 2276.9 2793.88 2814.55 2671.47 5112.95 3213.09 4797.79 3517.18 2236.22 4089.36 3342.28 4408.07 4090.22 4376.78 3796.25 3597.89 4733.87 4500.52 3438.74 3293.68 3082.46 2836.11 2612.13 2377.21 2412.73 2250.78
threshold=26.500000000000004 9.5000000000000018 637.80054503207009 2562.2606300000002 1362.6909100320706 0.29864864864864871 22.500000000000004 1.0000000180025095e-35 945.96035253207003 861.91193253206995 0.3373983739837399 0.267479674796748 0.074537037037037054 0.3816526610644258 0.084523809523809543 0.45584415584415588 0.79057017543859665 3.5000000000000004 0.082207207207207214 0.27842377260981915 984.47344919873672 0.38956639566395673 1.0000000180025095e-35 0.03883861236802414 2.5000000000000004 0.20256410256410259 884.09291836540353 0.21525096525096529 0.33771929824561409 2.5000000000000004 902.44223919873673 0.11237373737373739 3001.4799050000006 1025.5466150320701 1.5000000000000002 2912.4473000000003 1.5000000000000002 899.39907253207002 875.42535503207012 3.5000000000000004 0.04210992907801419 945.96035253207003 0.23904761904761906 1.5000000000000002 0.080540540540540564 3.5000000000000004 0.95916666666666683 1403.2040600320704 0.074537037037037054 993.19139336540354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3 7 8 -5 -9 11 24 22 17 16 19 -15 -14 -19 21 -21 -16 -12 -24 25 -8 -27 32 29 31 -31 -29 34 43 49 36 44 38 -38 -39 -41 -42 47 -34 -36 -45 -46 48 -37 -26
right_child=-2 2 3 6 -6 -7 10 9 -10 -11 12 -13 13 14 15 -17 -18 18 -20 20 -22 -23 23 -25 27 26 -28 28 -30 30 -32 -33 33 -35 35 42 37 39 -40 40 41 -43 -44 45 46 -47 -48 -49 -50 -51
leaf_value=-0.00088166639821283448 0.012377628416006713 -1.6291412227871742 0.21141928259891071 -1.3630932288834963 -0.094793342208556897 -0.26383690075440841 -0.03191750763318478 0.73245431366376579 0.22968145349751348 -0.29392183958253731 0.46464345385861955 -0.38540290165992996 0.37921634470332755 0.2773001643696002 -0.97495116130872206 -0.36332035948268393 2.1021962341009863 0.40059870779514317 2.2153000254929065 1.4383147961384541 0.063958407441775 0.52691047363556354 -0.079939470532005785 -1.1512277536810591 -0.57139451440133449 -1.6437611957391103 -0.32632368153333663 -0.70900505170226102 -0.6991281356524538 0.52009561891141143 2.63785253405571 0.92933724695130404 1.3039390157835156 -0.37265159440975565 1.1384078438003218 -0.080584994951883954 -0.23031307357422848 -0.15662255392674984 -1.8475492460387095 1.8899966395419576 -0.81879378511355483 0.78257950169068802 0.45586821924556387 0.71338084991588158 0.15241414418237076 -0.66235677988632868 1.2792619660496714 0.16790071388949521 -1.3405848466808148 0.099659159839958766
leaf_weight=534367 38128 22 1278 41 2831 22 195 32 23 109 43 248 275 28 22 220 21 23 20 37 30 26 73 39 154 24 50 20 27 23 20 38 51 51 62 21 47 137 21 23 26 54 33 43 144 23 24 23 55 74
leaf_count=534367 38128 22 1278 41 2831 22 195 32 23 109 43 248 275 28 22 220 21 23 20 37 30 26 73 39 154 24 50 20 27 23 20 38 51 51 62 21 47 137 21 23 26 54 33 43 144 23 24 23 55 74
internal_value=0 -0.000871865 0.065338 0.076328 -0.00137658 -0.946489 0.0140681 -0.288796 -0.79069 -0.0609854 0.0382453 -0.0281729 0.170849 0.252381 0.0504354 -0.0971443 1.0594 0.49624 1.24465 0.412062 0.822931 -0.161443 -0.198412 -0.452977 0.0323829 -0.230447 -0.753601 0.0915968 0.523262 0.850039 1.5051 0.364392 0.0397646 0.374624 -0.0228818 0.0896599 0.216712 -0.0215583 -0.729754 0.179097 0.625637 0.262133 -0.428175 0.700359 0.535788 0.233957 0.313392 -0.722856 -0.992427 -0.353596
internal_weight=0 541293 4095 4051 537198 44 2773 205 64 141 2568 1711 857 702 384 335 49 318 43 115 67 48 155 112 1463 269 74 1194 128 101 43 58 1066 168 898 670 538 308 68 240 103 80 132 117 230 66 168 99 76 228
internal_count=579421 541293 4095 4051 537198 44 2773 205 64 141 2568 1711 857 702 384 335 49 318 43 115 67 48 155 112 1463 269 74 1194 128 101 43 58 1066 168 898 670 538 308 68 240 103 80 132 117 230 66 168 99 76 228
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=51
num_cat=0
split_feature=13 9 2 3 5 8 0 14 1 5 13 6 5 8 1 11 6 1 6 7 11 14 12 4 5 9 3 5 10 3 8 6 12 10 5 10 1 10 10 9 9 14 14 14 3 12 10 13 5 7
split_gain=623.341 4115.76 2428.53 3833.2 5646.58 6073.05 2484.55 3557.3 3811.52 3313.13 3989.08 3121.54 4852.22 4285.58 4559.54 3055.99 2913.79 2833.06 4631.37 2847.06 2550.63 2507.45 2465.17 2487.7 3326.49 2403.8 2313.05 4763.66 7497.42 3715.43 4113.28 5449.87 6369.64 6509.66 6227.83 3830.66 3701.97 4982.88 7272.71 7997.39 11003.9 11054 14139.2 8728.49 8610.93 7208.06 12361.6 6073.45 5957.12 5156.85
threshold=0.077935222672064791 1.5000000000000002 3.5000000000000004 32.500000000000007 8.5000000000000018 3.5000000000000004 869.95145253207011 0.059714795008912663 2562.2606300000002 2.5000000000000004 0.072299651567944254 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 2504.0887350000007 0.13100686498855837 6.5000000000000009 2258.0617350000007 2.5000000000000004 1.5000000000000002 0.92052631578947375 0.95553359683794481 3.5000000000000004 5.5000000000000009 5.5000000000000009 6.5000000000000009 26.500000000000004 9.5000000000000018 0.92637759710930456 43.500000000000007 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 0.6198686371100165 11.500000000000002 0.03509852216748769 3001.4799050000006 0.1012820512820513 0.16441441441441443 2.5000000000000004 3.5000000000000004 0.14119601328903655 0.24068965517241384 0.3373983739837399 29.500000000000004 5.5000000000000009 0.12347560975609757 0.033908045977011504 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 8 11 -8 21 12 20 14 17 -14 22 -13 19 -19 -1 -11 -9 -24 -25 26 -3 36 29 30 31 -29 33 35 -34 -33 -28 -38 39 -39 41 45 47 -44 -45 49 -47 -43 -42 -41
right_child=-2 25 3 4 5 -7 9 16 -10 10 -12 13 15 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 -32 32 34 -35 -36 -37 37 38 -40 40 48 42 43 44 -46 46 -48 -49 -50 -51
leaf_value=-0.7518316339169242 0.0017564466193046397 -0.026318088171581922 0.3104842492125251 -2.0934767506122589 0.94515636926111979 -1.2478788952742306 0.099418330465385216 0.022585696323911563 -1.5693929624557494 0.027885673737931639 -0.3060228650244371 -0.18626542943354962 0.74565212908116252 -1.4400725008637618 0.97626461131232123 -0.1192000761061284 0.81906970641152432 -0.71668789692414114 0.15476587449803073 -2.0250302458631579 0.038374536270382759 -0.56015361525016283 -0.023650124014570353 -0.1636078805546132 -1.1460768381754558 -0.91488192737102514 0.16224715611601934 0.43387377336621286 1.4294842433046413 0.72748598696457023 -0.14542174300923946 -0.61280833327251938 -1.7475010634138344 -1.5480349543193976 -0.28186539051144627 1.0306088244592821 0.10479513542330493 0.25737532714223554 -0.006214366325148977 1.354445594880316 0.62732201772076746 -4.1931686560312906 0.81426949717781771 -2.924211710691452 -0.21648809935735619 0.60764247929608384 -2.0385312622668699 -1.8928932412104176 -0.47257727418376616 -0.35467366938497508
leaf_weight=77 450290 69783 44 25 23 28 7271 20875 20 10883 379 293 110 33 28 65 44 39 34 29 87 73 6944 807 36 30 2033 40 27 36 500 23 89 24 43 37 3376 153 4216 27 84 24 22 24 23 27 51 22 119 51
leaf_count=77 450290 69783 44 25 23 28 7271 20875 20 10883 379 293 110 33 28 65 44 39 34 29 87 73 6944 807 36 30 2033 40 27 36 500 23 89 24 43 37 3376 153 4216 27 84 24 22 24 23 27 51 22 119 51
internal_value=0 -0.00612487 0.0169908 -0.432314 -0.862354 -0.258863 0.0181111 7.29884e-05 -0.205944 0.046731 0.0129339 -0.171643 0.0581749 -0.342494 -0.256868 0.424421 0.00592206 -0.34428 -0.798183 -1.27466 -0.332637 0.0239676 0.00467377 -0.0433436 -0.205564 -0.0199133 -0.0195812 0.022883 -0.209198 -0.265062 -0.312326 -0.638312 -0.836864 -0.15613 -1.27006 0.400632 0.0414232 0.011537 -0.0534723 -0.371238 -0.574145 -0.991156 -1.73501 -0.829658 -1.59916 -0.442802 -1.12255 -3.09304 -0.0174465 0.236945
internal_weight=0 129131 48247 120 76 51 48127 29521 815 18606 11335 795 339 456 423 175 28706 395 102 68 164 10956 28662 7787 843 80884 80854 11071 819 792 756 256 216 84 132 60 10252 8219 4843 627 474 271 115 69 47 156 78 46 203 78
internal_count=579421 129131 48247 120 76 51 48127 29521 815 18606 11335 795 339 456 423 175 28706 395 102 68 164 10956 28662 7787 843 80884 80854 11071 819 792 756 256 216 84 132 60 10252 8219 4843 627 474 271 115 69 47 156 78 46 203 78
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=51
num_cat=0
split_feature=12 13 2 13 0 6 4 4 3 6 0 0 14 7 13 4 3 10 0 14 1 13 0 10 12 4 0 1 14 14 13 4 14 7 9 6 13 14 5 0 0 5 4 13 6 9 13 3 1 0
split_gain=597.077 1900.34 3548.5 7550.31 3762.66 5710.22 3171.61 8258.72 7615.3 6812.87 6759.31 4371.34 3454.56 3192.8 4122.51 2530.99 4519.24 2259.27 2423.74 2401.37 2259.02 4152.87 5889.97 6207.23 7511.18 6860.3 3997.22 3731.76 3713.24 4310.21 5137.19 5408.56 6420.94 4241.02 3333.99 7968.71 2867.61 2534.05 2418.82 3855.49 2948.09 4499.04 4362.88 4160.9 5187.15 3760.98 3516.45 3898.01 3318.62 3242.28
threshold=7.5000000000000009 0.18301435406698566 3.5000000000000004 0.19292803970223329 960.44235003207029 2.5000000000000004 7.5000000000000009 9.5000000000000018 34.500000000000007 1.0000000180025095e-35 899.39907253207002 738.42092586540343 0.032795698924731186 1.5000000000000002 0.23166368515205729 5.5000000000000009 23.500000000000004 0.36474501108647456 902.44223919873673 0.12060606060606062 3383.3926800000004 0.13680926916221037 1135.5863325320704 0.19139194139194141 10.500000000000002 6.5000000000000009 853.50491753207018 3475.2235900000005 0.3133928571428572 0.087595907928388769 0.065942028985507259 7.5000000000000009 0.14907407407407411 1.5000000000000002 3.5000000000000004 1.5000000000000002 0.10435571687840291 0.19292803970223329 9.5000000000000018 988.52755753207009 789.07511336540335 4.5000000000000009 4.5000000000000009 0.03883861236802414 1.0000000180025095e-35 3.5000000000000004 0.12060606060606062 26.500000000000004 2940.4779350000003 784.69787669873676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 4 -4 5 15 9 8 10 11 -8 -5 -11 14 -14 17 -17 19 -19 -3 38 26 23 24 25 -23 -22 -28 29 -29 -31 34 36 -34 35 -32 -33 -37 40 -40 41 46 43 48 -45 -42 49 -48 -43 -2
right_child=1 2 3 6 -6 -7 7 -9 -10 12 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 30 31 32 33 -35 -36 37 -38 -39 39 -41 45 42 -44 44 -46 -47 47 -49 -50 -51
leaf_value=0.00043009818863309115 0.082520911000931091 0.019210279962420463 -1.9713061137959877 0.076777695054593309 -0.18362394336847143 1.6096829228931004 -1.9582456192374231 0.64099753369887669 -2.8791602178053424 -1.4992457928864853 0.53093750029802322 2.0484667723829095 0.63141470012210665 0.61804471330510247 -1.0432285221255555 1.584463356281149 -0.18095966392549978 0.61616971342341065 -0.57063458700749015 -0.75042487666631741 -1.1317693266375313 -0.50071551074152409 -0.11922677748493458 1.9351688837132803 -1.2587436735630035 1.5860996572971344 0.42418001385936438 0.1177437884389001 0.94126575836321202 -0.021270493571372593 -1.7948755538463594 -2.6628952944720234 -1.4232771704594294 0.32379210988680523 0.90090663433074958 0.41081838794052605 -1.0830590619146825 -0.87874306693673143 -1.803750049076043 -0.080447779907970821 -0.043494169433945053 0.15125612345608799 1.5344347655773163 0.84386493508548799 -1.0882785655783884 -0.39446644794447294 -0.18890479829979645 -1.6224572976430256 1.888186825947328 1.0755952095284183
leaf_weight=569203 995 125 29 23 710 27 20 30 22 23 24 22 21 36 49 29 29 79 22 60 29 23 95 41 20 50 236 969 41 510 30 27 24 33 24 64 20 20 20 37 4813 22 39 24 33 326 196 21 22 34
leaf_count=569203 995 125 29 23 710 27 20 30 22 23 24 22 21 36 49 29 29 79 22 60 29 23 95 41 20 50 236 969 41 510 30 27 24 33 24 64 20 20 20 37 4813 22 39 24 33 326 196 21 22 34
internal_value=0 -0.023959 -0.133096 -0.437998 -0.0487611 0.209332 -0.273309 -0.734729 -1.36006 -0.018732 -0.600509 1.04071 -0.388306 -0.147254 -0.540836 0.0994211 0.701752 -0.0227299 0.357658 -0.230401 -0.00691799 0.079438 0.483096 0.910116 0.458211 0.92861 0.0338347 0.0507529 0.000736559 -0.02167 -0.201314 -0.580743 -1.12532 -0.411816 -0.170341 -0.395866 -1.99062 0.10378 -0.0365167 -0.685115 -0.0308508 0.09858 0.636073 0.289181 -0.274744 -0.0657586 0.0381875 -0.327636 1.01972 0.115334
internal_weight=0 10218 1380 299 1081 371 270 96 66 174 44 45 129 106 70 344 58 286 101 185 8838 2256 229 134 93 73 2027 1998 1762 1721 752 242 104 57 138 114 47 84 6582 57 6525 1386 140 101 57 5139 1246 217 44 1029
internal_count=579421 10218 1380 299 1081 371 270 96 66 174 44 45 129 106 70 344 58 286 101 185 8838 2256 229 134 93 73 2027 1998 1762 1721 752 242 104 57 138 114 47 84 6582 57 6525 1386 140 101 57 5139 1246 217 44 1029
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=51
num_cat=0
split_feature=7 4 3 5 1 10 4 1 0 14 0 3 13 14 12 14 0 0 5 12 6 0 3 0 7 10 1 13 12 0 3 3 1 14 7 13 10 7 12 8 5 0 13 10 2 2 5 14 5 4
split_gain=593.195 2035.68 2908.19 3077.37 2532.19 3672.82 2187.18 2160.72 2603.17 3791.98 3238.43 5056.04 2486.73 2102.53 2104.87 1944.62 1592.13 1306.65 1176.29 1102.82 1061.74 1015.3 620.467 2586.26 1732.52 1999.66 1711.01 1726.16 4807.14 9833.12 8616.14 9012.8 7978.46 8567.55 7436.98 4882.88 8457.19 5792.08 5809.05 3980.69 4116.34 3394.61 3334.64 7594.77 10303.3 14920.6 6923.24 7018.57 6556.72 10090.6
threshold=9.5000000000000018 3.5000000000000004 34.500000000000007 5.5000000000000009 2697.3841150000003 0.36474501108647456 6.5000000000000009 1671.6540900000002 952.97267003207003 0.15075757575757578 786.8817525320701 30.500000000000004 0.65450928381962881 0.59317129629629639 1.0000000180025095e-35 0.41277890466531447 867.39038253207002 1057.5680575320705 8.5000000000000018 3.5000000000000004 1.5000000000000002 848.40826753207011 17.500000000000004 960.44235003207029 1.0000000180025095e-35 0.18274582560296851 1923.0032150000002 0.37668918918918926 2.5000000000000004 905.47011253207006 29.500000000000004 31.500000000000004 3247.4275200000006 0.072299651567944254 2.5000000000000004 0.45080645161290328 0.096006144393241177 3.5000000000000004 3.5000000000000004 5.5000000000000009 7.5000000000000009 837.92518003206999 0.25265957446808512 0.13714733542319751 3.5000000000000004 2.5000000000000004 9.5000000000000018 0.14907407407407411 7.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 7 4 -4 13 -6 18 -2 9 -9 12 16 -11 21 -15 19 -12 -7 -5 -10 -17 -3 23 -1 -25 -26 -24 42 -29 30 32 35 39 -34 -33 36 -32 38 -37 -30 -41 -35 -28 -44 45 -45 47 -46 -47 -50
right_child=1 2 3 6 5 17 -8 8 15 10 11 -13 -14 14 -16 20 -18 -19 -20 -21 -22 -23 26 24 25 -27 27 28 29 -31 31 34 33 41 -36 37 -38 -39 -40 40 -42 -43 43 44 46 48 -48 -49 49 -51
leaf_value=-0.00083776629307041179 -0.66422117922987267 0.73609763741493228 1.170604341138493 -0.26771092487233028 0.05055674151940779 -1.968782123150649 -1.0421084858122327 1.3785335797252078 -0.10827212057731771 0.35768336385488508 0.54683334836975128 1.9383224684745075 -1.1134977892593101 -0.17393350611839975 -1.5171297800540924 -0.24343082075533659 -0.43155746120831062 -0.90235323429107661 0.57818024389205447 -0.96431396656176627 0.68115857022779958 -0.13652739407494666 0.04287521748149719 -0.016220613802701133 0.002899306560541901 -0.13240023812312679 0.00080219743507829776 0.0047952338031858437 -0.1534403497401963 0.016054712949123053 -1.439513590335846 -1.6333214408159258 -2.2810819912601161 -0.91379721554763182 0.39046921937362011 0.76123880426088975 1.2956943622002237 -0.047026058218695904 2.6020578550547366 -1.37191672869704 -0.20054382799249706 0.7280666443705559 -0.029371293201320616 0.0016150069176534586 0.14707185181280588 0.17424869026093714 -1.1698269144631923 -0.27118516456432218 0.40416966702323409 2.0096929027920676
leaf_weight=345088 35 20 22 35 22 27 21 33 27 20 39 20 27 28 20 23 29 20 31 34 27 40 10913 7553 1568 3601 134228 35747 5777 6910 20 30 37 34 46 30 26 22 40 55 66 20 10087 7136 652 7410 64 1043 576 42
leaf_count=345088 35 20 22 35 22 27 21 33 27 20 39 20 27 28 20 23 29 20 31 34 27 40 10913 7553 1568 3601 134228 35747 5777 6910 20 30 37 34 46 30 26 22 40 55 66 20 10087 7136 652 7410 64 1043 576 42
internal_value=0 -0.0993798 -0.292381 0.11397 -0.54262 -1.01583 -0.153225 0.0764116 0.169322 0.417611 0.182719 0.540657 -0.487463 -0.240295 -0.733599 -0.206465 0.129578 -1.51498 0.129602 -0.58541 0.255847 0.154348 0.000103016 -0.00247015 -0.0467491 -0.0913575 0.00426889 0.00226359 -0.0142023 -0.0659911 -0.157388 0.466096 -0.179667 -1.10888 -0.408396 0.947701 0.106474 1.36831 1.81314 -0.16533 -0.732986 -0.305699 0.00725326 0.0393123 0.0802513 0.106826 -0.148848 -0.110298 0.200348 0.513283
internal_weight=0 600 286 109 177 69 87 314 279 168 135 88 47 108 48 111 68 47 66 61 50 60 578821 357810 12722 5169 221011 210098 48860 13113 6203 214 5989 91 76 138 46 92 70 5898 121 54 161238 27010 16923 15164 1759 1695 8028 618
internal_count=579421 600 286 109 177 69 87 314 279 168 135 88 47 108 48 111 68 47 66 61 50 60 578821 357810 12722 5169 221011 210098 48860 13113 6203 214 5989 91 76 138 46 92 70 5898 121 54 161238 27010 16923 15164 1759 1695 8028 618
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=51
num_cat=0
split_feature=5 14 7 14 14 0 1 10 7 13 10 11 13 14 10 4 14 10 10 1 4 8 14 14 7 0 13 4 0 10 13 0 12 1 6 0 12 14 3 5 6 5 0 4 1 13 6 3 14 13
split_gain=659.827 2636.35 2822.74 2947.39 3787.68 4000.46 7669.08 7045.88 3790.17 4109.36 3122.21 7340.25 5999.76 6129.25 3736.95 6871.59 5167.37 4522.12 3131.65 2850.64 2712.12 3305.85 2819.52 3891.87 2663.42 6439.29 2546.37 2520.24 9129.86 2799.73 2499.97 2439.65 4739.38 2402.13 2318.06 2532.78 2228.96 3840.58 7147.31 5381.81 5005.33 4016.86 5357.72 4833.04 3964.95 5904.73 3907.83 3657.26 3511.58 3482.76
threshold=3.5000000000000004 0.16869918699186995 10.500000000000002 0.76568627450980398 0.89039039039039047 887.39409003207015 2940.4779350000003 0.16869918699186995 2.5000000000000004 0.18065268065268067 0.04819976771196284 0.09232954545454547 0.087595907928388769 0.81365740740740755 0.73431372549019625 5.5000000000000009 0.86811594202898557 0.93844696969696983 0.52086956521739147 2416.2277850000005 3.5000000000000004 3.5000000000000004 0.40270270270270275 0.96490147783251246 12.500000000000002 1144.5916150320702 0.096006144393241177 10.500000000000002 1025.5466150320701 0.53950103950103967 0.12060606060606062 908.49508003207006 1.5000000000000002 3475.2235900000005 10.500000000000002 949.46177836540335 5.5000000000000009 0.10762548262548265 39.500000000000007 5.5000000000000009 3.5000000000000004 11.500000000000002 1110.4908300320703 4.5000000000000009 3757.3374450000006 1.0000000180025095e-35 3.5000000000000004 33.500000000000007 0.043961352657004842 0.32200460829493094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 -3 5 6 8 -8 9 -5 11 12 -10 -14 18 16 -16 -18 -12 -7 22 -22 -4 -24 36 -26 -9 34 29 -29 -17 32 -21 -30 -6 -36 49 39 -39 44 -40 -41 43 -43 47 46 -46 -38 -44 -2
right_child=1 2 20 4 27 19 7 26 10 -11 14 -13 13 -15 15 30 17 -19 -20 31 21 -23 23 -25 25 -27 -28 28 33 -31 -32 -33 -34 -35 35 -37 37 38 40 41 -42 42 48 -45 45 -47 -48 -49 -50 -51
leaf_value=0.0020849036950810998 0.042583156287710124 -0.023996877977310836 -1.0998697072267534 0.095229033038250074 -0.010151877238363922 0.065871218994817501 2.0787342764532721 -0.45999970436096194 0.21862198958794277 -0.91317651548036727 0.15581806649430363 -0.12467370719338458 0.94901178734643121 3.3119722428529159 -0.06411684275221971 0.69141831762260864 1.9172472910634406 0.13556484117039613 -0.72030824341557242 -0.13086779177188876 -1.7708079881433929 -0.08748314872384072 1.1655145012438297 -0.35759362785839571 2.0664429573785692 -0.28790987500777615 1.012447529512903 2.1652653588189019 0.13161836117506029 0.6042391312122346 1.972117549479008 -0.12428920227367285 -1.9581903213804421 -1.2929463192820549 1.4747557558796622 -0.060609358265286399 0.060107934548680186 -0.14816753537898705 1.6275543677501192 -0.11467615375950753 -0.059923792071640496 0.37072261557826458 -0.72110903676675298 1.9426451586907909 -1.3687931200553631 0.54800345253176486 0.28746305006955353 -0.65853971645442977 0.62574596181511888 -0.013218005782699757
leaf_weight=419350 28304 77698 24 2815 18437 1316 39 24 24 41 158 48 21 23 163 27 29 28 55 40 28 20 25 51 21 26 23 27 29 20 35 687 22 20 22 21 4302 2990 39 3204 32 53 49 31 29 326 28 72 32 18493
leaf_count=419350 28304 77698 24 2815 18437 1316 39 24 24 41 158 48 21 23 163 27 29 28 55 40 28 20 25 51 21 26 23 27 29 20 35 687 22 20 22 21 4302 2990 39 3204 32 53 49 31 29 326 28 72 32 18493
internal_value=0 -0.00546198 -0.0151401 -0.0145062 0.0159728 0.0879207 0.152253 1.08508 0.129113 0.0807526 0.355167 0.822131 1.49046 2.1842 0.245737 0.48453 0.222477 1.04203 -0.0704117 -0.0227676 -0.451544 -1.06942 -0.154963 0.143429 0.0115557 0.764035 0.26056 -0.00578668 0.50526 1.501 1.41439 -0.178507 -0.779273 -0.449837 -0.00844147 0.724926 0.0109458 -0.0291547 -0.124621 0.00680655 0.867001 -0.0898969 0.391272 0.950837 0.0752938 0.38382 -0.555194 0.0482783 -0.189018 0.0205319
internal_weight=0 160071 102040 101892 24194 5618 3553 86 3467 2856 611 116 68 44 495 282 220 57 213 2065 148 48 100 76 58031 47 47 18576 96 47 62 749 62 49 18480 43 57984 11187 3061 8126 71 3369 165 84 4757 383 57 4374 81 46797
internal_count=579421 160071 102040 101892 24194 5618 3553 86 3467 2856 611 116 68 44 495 282 220 57 213 2065 148 48 100 76 58031 47 47 18576 96 47 62 749 62 49 18480 43 57984 11187 3061 8126 71 3369 165 84 4757 383 57 4374 81 46797
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=51
num_cat=0
split_feature=7 10 13 13 0 13 1 14 10 7 0 0 13 1 0 5 5 6 13 13 5 0 3 0 0 0 8 0 5 0 0 14 0 13 13 0 10 5 3 3 0 0 12 12 14 14 14 4 14 14
split_gain=606.8 971.787 3777.98 6571.87 13656.8 6202.75 6965.2 5803.72 5022.29 5021.91 5172.35 7465.55 3656.78 4955.67 5059.16 3163.78 9601.81 3099.65 6454.61 6209.02 6400.33 3324.04 2748.82 4330.81 8315.86 3857.39 6846.44 2552.76 2763.83 4502.17 4398.01 4363.54 2807.85 2623.48 3994.53 3227.97 2609.22 2366.95 2345.45 2309.62 2702.31 2268.11 8959.1 3325.09 3624.16 2974.76 2909.79 2250.8 2214.45 2207.17
threshold=1.5000000000000002 0.95916666666666683 0.36474501108647456 0.13423423423423428 1006.7816783654035 0.32200460829493094 2735.3542650000009 0.039230769230769243 0.96824596774193561 6.5000000000000009 924.99774003207006 938.81247003207011 0.48331479421579543 2940.4779350000003 1020.5262783654035 7.5000000000000009 8.5000000000000018 2.5000000000000004 0.20256410256410259 0.18301435406698566 6.5000000000000009 964.0890050320703 26.500000000000004 856.39868169873671 905.47011253207006 960.44235003207029 2.5000000000000004 748.39401169873679 6.5000000000000009 971.95500003207007 867.39038253207002 0.077677224736048281 1228.1295425320702 0.82480818414322254 0.85912698412698429 1015.5416250320701 0.96922348484848497 8.5000000000000018 33.500000000000007 38.500000000000007 1282.0928750320702 890.40783836540334 3.5000000000000004 3.5000000000000004 0.31909090909090915 0.19139194139194141 0.61200716845878145 12.500000000000002 0.50609756097560987 0.11237373737373739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 47 5 7 -7 -5 9 10 15 -12 13 22 -15 41 -17 19 -19 -13 21 -21 23 -4 -25 26 -24 36 29 -29 37 32 38 35 -35 -31 -14 -30 -32 -6 -41 43 -43 44 -9 -45 -46 -3 -10 -33
right_child=1 2 12 4 39 6 -8 8 48 -11 11 17 27 14 -16 16 -18 18 -20 20 -22 -23 25 24 -26 -27 -28 28 30 33 31 49 -34 34 -36 -37 -38 -39 -40 40 -42 42 -44 45 46 -47 -48 -49 -50 -51
leaf_value=0.0019666594376636453 -0.007026255509863813 -0.020495234746618393 0.56368048696054351 -0.72746515763111608 -0.013262919779946161 0.52904005204426485 2.3243836733698848 0.67006257580172635 -0.47084592729806901 -0.69624206750438766 -0.92608250387617064 -0.62562918912532728 -1.5806138134002685 -2.090716317406407 -0.53766443566121958 3.1375265436172484 0.41779354413350422 1.940413214593399 -0.18284117904576391 1.2526740789413453 2.2697129705677863 -0.41166792472203578 -0.18567553535103798 -2.3182938916683198 -0.30278846718684105 -0.21204069807541137 1.9765526295812041 -0.44392558329911147 1.3573273833205062 -1.236954368715701 1.3505815996843227 -0.74422332401508873 0.038674791578791647 1.5456047851305743 0.17840451246127487 0.0010213130109012127 -0.18741345675037493 0.36105371169876638 0.1341726073752279 1.5829712533950806 -0.023104235800829803 -0.62138013824820515 1.5086387010721061 1.0621565255522729 2.8066604537963871 -0.46667046993970873 1.2651256958643595 0.97242050015408066 0.52781200198566214 -0.015093006417505059
leaf_weight=423144 149327 3094 36 39 1152 47 40 31 64 26 37 43 20 27 94 25 27 41 22 20 23 30 32 25 113 102 27 270 41 23 51 46 57 26 120 250 41 57 23 20 22 40 39 35 25 20 24 23 34 426
leaf_count=423144 149327 3094 36 39 1152 47 40 31 64 26 37 43 20 27 94 25 27 41 22 20 23 30 32 25 113 102 27 270 41 23 51 46 57 26 120 250 41 57 23 20 22 40 39 35 25 20 24 23 34 426
internal_value=0 -0.00532503 0.0312273 0.0765659 0.221791 0.56188 1.35449 0.454971 0.531068 0.657511 0.730535 0.36701 -0.0886693 -0.335686 -0.884213 1.02573 1.72536 0.634297 1.19896 0.327627 0.889135 0.254069 -0.137561 -0.413103 -0.667916 0.160231 0.803819 -0.0110405 0.0167456 -0.125487 0.156543 0.0555658 0.566184 0.0797128 0.421879 -0.103277 -0.6442 0.777862 0.972509 0.0132933 0.741694 0.855725 0.430148 1.10477 1.51627 0.506219 2.05162 -0.0131686 -0.124373 -0.0861523
internal_weight=0 156277 6950 5043 1926 732 87 645 606 508 482 216 1907 456 121 266 52 179 63 116 73 50 335 174 138 161 59 1451 1390 689 701 603 131 419 146 273 61 98 74 1194 42 214 79 135 80 55 49 3117 98 472
internal_count=579421 156277 6950 5043 1926 732 87 645 606 508 482 216 1907 456 121 266 52 179 63 116 73 50 335 174 138 161 59 1451 1390 689 701 603 131 419 146 273 61 98 74 1194 42 214 79 135 80 55 49 3117 98 472
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=51
num_cat=0
split_feature=0 1 4 10 9 13 4 6 3 5 5 14 12 1 1 12 7 3 6 7 11 11 12 0 0 9 13 5 13 13 3 6 6 0 0 8 10 4 10 10 0 0 10 1 6 10 14 14 7 10
split_gain=587.565 1637.68 1719.33 1051.86 2275.19 1249.65 991.384 857.585 856.177 1173.99 955.094 933.668 992.695 916.655 818.474 777.768 761.31 1778.55 5351.25 8676.07 3026.13 6018.35 7250.68 2969.29 3668.98 3939.68 9387.68 5323.51 4610.25 4587.18 4072.71 1998.05 1832.59 1342.55 3535.89 2036.04 2301.92 1618.94 1975.87 2070.66 2166.28 2169.13 1709.01 1964.7 1687 1783.82 2172.28 1625.79 1658 1329.36
threshold=1462.7090825320704 3001.4799050000006 6.5000000000000009 0.04083333333333334 2.5000000000000004 0.19139194139194141 5.5000000000000009 2.5000000000000004 30.500000000000004 11.500000000000002 5.5000000000000009 0.28062500000000007 3.5000000000000004 3990.9076300000002 3383.3926800000004 2.5000000000000004 5.5000000000000009 40.500000000000007 1.5000000000000002 3.5000000000000004 0.72902097902097907 0.096006144393241177 6.5000000000000009 1362.6909100320706 1144.5916150320702 3.5000000000000004 0.087595907928388769 14.500000000000002 0.30151515151515157 0.087595907928388769 42.500000000000007 4.5000000000000009 4.5000000000000009 710.35568253207009 692.66930003207005 1.5000000000000002 0.33771929824561409 1.0000000180025095e-35 0.62645348837209314 0.57321428571428579 620.33109169873671 631.84199253207009 0.037749287749287756 1774.9359500000003 3.5000000000000004 0.89528508771929838 0.34833164812942369 0.14459930313588851 7.5000000000000009 0.49418604651162795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 6 8 -4 7 -6 15 -5 10 14 -3 12 -12 -11 -10 -2 17 -1 19 -19 21 23 -23 24 25 26 30 28 -28 -27 31 -20 -25 34 37 -36 -37 49 39 40 42 -42 -39 -44 45 46 -40 -47 -49 -18
right_child=1 2 3 4 5 -7 -8 -9 9 13 11 -13 -14 -15 -16 -17 33 18 20 -21 -22 22 -24 32 -26 29 27 -29 -30 -31 -32 -33 -34 -35 35 36 -38 38 44 -41 41 -43 43 -45 -46 47 -48 48 -50 -51
leaf_value=2.5373118000746789e-06 -0.81166941672563553 0.32372091901163419 0.19645376297223116 -0.031689367426951186 -0.2011513459531567 -0.89296415532246609 -0.0076946543163705812 0.24581030892526232 0.49079137048635046 0.42667499387264257 -0.80837586045265197 0.47500500966395648 -0.019702711833428734 -0.48161452651023873 1.1443861832221349 -0.19132035167422146 -1.0803432651188063 -0.022179317474365235 -2.4162124620307064 2.500210366368294 -0.93169999356780731 2.4617900304172351 0.14885977140881798 1.2760310680969902 -1.1797246280944709 1.9114119213819505 0.72188059994403053 1.8310085716701689 -1.0883391889433065 -0.13917648643255234 -0.15084544994212964 -1.0670770686605704 0.17454212104732342 -0.058276322752805566 0.18262498443776912 1.6762040314929827 0.3695025072647975 0.48066910500327742 -0.94994044303894043 1.188707903623581 1.2307273219029109 0.22379491174697574 0.45471415391022507 -0.61529919207096107 -0.86336480230093005 0.88145726819833126 0.10092116852064391 -0.18517447213811633 0.67672544967915327 -0.15253827698687292
leaf_weight=571290 24 179 289 347 79 39 705 164 95 25 20 28 79 20 24 128 23 30 21 25 28 23 33 23 33 20 34 21 24 24 27 23 44 4632 55 28 26 30 42 20 24 197 22 78 30 24 37 110 28 47
leaf_count=571290 24 179 289 347 79 39 705 164 95 25 20 28 79 20 24 128 23 30 21 25 28 23 33 23 33 20 34 21 24 24 27 23 44 4632 55 28 26 30 42 20 24 197 22 78 30 24 37 110 28 47
internal_value=0 0.0510595 0.118172 0.0385351 -0.0340221 -0.429801 -0.0576357 0.0573712 0.273717 0.458079 0.174909 -0.0348338 -0.179031 0.0229908 0.622609 -0.28927 -0.000198603 0.000156089 0.202749 1.12436 0.0686522 0.14868 1.09881 -0.0322974 -0.204952 -0.0391396 -0.283207 0.466772 -0.0271759 0.792909 -1.11769 -1.71098 0.552665 -0.0373865 0.0804718 0.610873 1.04705 -0.000727246 0.0490645 0.199002 0.142608 0.333145 -0.181304 -0.379896 -0.1562 -0.0681715 -0.457765 0.121815 -0.0102962 -0.457388
internal_weight=0 2245 1388 918 629 118 857 511 470 164 306 127 99 45 119 152 577176 571723 433 55 378 350 56 294 227 194 150 79 58 44 71 44 67 5453 821 109 54 712 642 371 351 221 130 100 271 241 79 162 138 70
internal_count=579421 2245 1388 918 629 118 857 511 470 164 306 127 99 45 119 152 577176 571723 433 55 378 350 56 294 227 194 150 79 58 44 71 44 67 5453 821 109 54 712 642 371 351 221 130 100 271 241 79 162 138 70
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=51
num_cat=0
split_feature=3 1 13 10 0 4 13 10 6 0 9 13 1 0 4 6 0 1 5 4 5 8 14 4 2 0 14 0 1 10 2 0 0 5 11 13 10 0 7 0 0 14 10 14 10 1 14 12 11 0
split_gain=584.376 2147.34 3872.93 2757.87 3549.37 2514.32 2206.94 2769.26 2257.61 2697.7 2069.89 1992.36 1979.04 1925.83 1973.46 1904.28 1883.2 1876.87 2191.6 1769.77 1769.27 2939.1 3012.18 4456.02 4946.49 6408.41 4058.35 4146.87 9569.7 4575.17 3573.1 8923.85 8370.08 8957.22 7667 6165.76 6089.97 5418.1 8053.66 5012.06 9767.13 6507.27 16361.5 6903.1 3584.6 3220.57 3195.27 3068.29 3585.69 3289.27
threshold=16.500000000000004 1786.9233750000003 0.53033088235294124 0.21132376395534294 653.65034836540337 4.5000000000000009 0.12060606060606062 0.85504201680672276 1.5000000000000002 639.78324003207001 4.5000000000000009 0.48331479421579543 1995.0656800000004 637.80054503207009 7.5000000000000009 1.0000000180025095e-35 641.81359503207011 1936.8969000000002 3.5000000000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 0.23861283643892342 3.5000000000000004 3.5000000000000004 786.8817525320701 0.15075757575757578 832.93715253206994 3305.7150050000014 0.94868421052631591 3.5000000000000004 861.91193253206995 890.40783836540334 2.5000000000000004 0.030776515151515155 0.1012820512820513 0.38548951048951058 850.91795503206993 2.5000000000000004 1006.7816783654035 971.95500003207007 0.16869918699186995 0.096006144393241177 0.20256410256410259 0.63762626262626265 2024.0595450000003 0.22361111111111112 4.5000000000000009 0.25290697674418611 714.38894753207012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 12 6 8 11 -5 -10 13 -8 17 14 -4 -16 -9 18 -3 -1 21 22 26 24 -24 -26 -2 28 29 45 -29 37 33 35 -35 -33 39 38 -32 40 41 -34 43 -43 -38 -28 -31 48 -47 -49
right_child=20 2 10 5 -6 -7 7 16 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 30 -30 46 31 32 36 34 -36 -37 44 -39 -40 -41 -42 42 -44 -45 -46 47 -48 49 -50 -51
leaf_value=-0.001364818364364484 0.01416322718851426 0.066977402173338307 -0.24464111382973616 -0.017471387106702388 -0.021132021593170045 -0.070026706683588055 0.11722331185716112 -0.3597718723705321 -0.65088596852729097 -0.10441428280044165 0.614006934950176 0.61439220323449095 -0.62869690885213592 -0.076928669854351095 -0.25427458274822973 0.92431047163132962 -0.0016069632950522269 0.33500174253196729 0.39294290744516674 0.050604594646093792 -0.0086735185169600753 -0.076797758719464815 0.1270615556283711 0.018556655347112937 -0.11947532164695474 -1.9431549566984179 0.03149055065609959 -0.005632019026199973 -1.951462898431001 -0.53827878623018544 -0.28976358279902886 1.5399652491916311 -0.42304902595022453 -0.72576264167204507 -3.1237309575080872 -0.69714712841170179 -1.6076940329914746 1.801192743345803 2.0657878898438953 -0.47187013387680055 2.8573103995550251 1.06676699115384 3.0303041696548463 -1.1666268157958986 0.2420798683166504 -0.13938229095309354 0.061503506969075562 -0.12777674256828783 0.12477066507947564 0.089628807601621466
leaf_weight=284835 66408 3546 1274 2382 5986 9882 1994 165 128 307 39 84 37 3329 26 29 1331 329 219 6707 80955 3887 6445 65224 527 20 3179 19111 27 334 47 22 46 40 20 28 22 51 21 35 21 31 28 25 20 6638 121 1158 557 1744
leaf_count=284835 66408 3546 1274 2382 5986 9882 1994 165 128 307 39 84 37 3329 26 29 1331 329 219 6707 80955 3887 6445 65224 527 20 3179 19111 27 334 47 22 46 40 20 28 22 51 21 35 21 31 28 25 20 6638 121 1158 557 1744
internal_value=0 -0.00283327 -0.0278172 -0.0129263 0.0280729 -0.0384157 0.0104625 0.0626332 -0.0557279 -0.265215 -0.111481 0.137321 0.0993731 -0.117556 -0.219322 0.367161 -0.0411104 0.105953 0.0859379 -0.000169248 0.00355967 0.00919181 0.0111356 0.0266897 0.102558 -0.186155 -0.000126849 -0.0286024 -0.0706716 -0.0669733 0.000975916 0.277309 0.0151087 -0.701327 -1.52509 0.287182 0.360758 1.02205 0.437686 0.606346 0.856264 0.533018 1.05658 0.0697162 -0.726849 -0.056287 -0.378776 -0.0839235 -0.118933 0.00287635
internal_weight=0 322629 31087 26390 10117 16273 6391 3574 2817 435 4697 2078 4131 4658 1329 55 1496 4094 3765 291542 256792 175837 171950 72216 6992 547 99734 33326 13758 13731 19568 457 338 110 60 50 228 119 68 186 151 130 84 56 42 13276 455 10097 7195 2902
internal_count=579421 322629 31087 26390 10117 16273 6391 3574 2817 435 4697 2078 4131 4658 1329 55 1496 4094 3765 291542 256792 175837 171950 72216 6992 547 99734 33326 13758 13731 19568 457 338 110 60 50 228 119 68 186 151 130 84 56 42 13276 455 10097 7195 2902
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=51
num_cat=0
split_feature=14 2 10 13 13 10 0 11 13 11 13 1 13 10 14 0 12 1 13 14 0 1 1 11 0 6 7 11 1 4 5 13 11 8 13 12 12 13 0 1 4 13 4 10 12 6 1 14 10 0
split_gain=589.352 2274.41 9172.84 7970.24 5604.85 5256.51 5325.91 5119.98 6004.55 6305.77 4589.44 8764.19 4570.08 4554.85 4458.01 4660.45 4135.65 3944.37 4213.52 6334.91 6302.18 5428.99 6440.51 6559.62 6282.61 5269.95 4851.36 4730.35 4577.02 4442.31 4539.31 4374.21 13988.7 4384.04 4169.36 3707.55 6232.52 3697.99 3898.5 6417.29 3692.93 4395.22 3994.85 3594.47 5302.62 4277.94 6473.41 4190.88 4077.53 6165.39
threshold=0.077677224736048281 2.5000000000000004 0.03509852216748769 0.37321428571428578 0.04819976771196284 0.037749287749287756 850.91795503206993 0.087595907928388769 0.028991596638655467 0.15075757575757578 0.24068965517241384 3990.9076300000002 0.24695121951219515 0.96824596774193561 0.045983086680761107 1102.5722025320704 3.5000000000000004 2268.1115500000001 0.074537037037037054 0.053342816500711245 1046.2061533654035 3035.3728750000005 3069.4597500000004 0.13714733542319751 767.39449753207009 1.5000000000000002 6.5000000000000009 0.046536796536796543 3001.4799050000006 7.5000000000000009 4.5000000000000009 0.6478537360890303 0.12660256410256412 1.5000000000000002 0.11237373737373739 10.500000000000002 12.500000000000002 0.067424242424242428 1243.5699533654035 3585.7070200000003 6.5000000000000009 0.29864864864864871 3.5000000000000004 0.95060975609756104 2.5000000000000004 1.0000000180025095e-35 2841.4711600000005 0.045983086680761107 0.78319623971797891 952.97267003207003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 14 6 -5 10 -9 -10 13 12 -12 43 -3 -16 -15 -6 19 35 29 28 23 25 -25 -23 -24 -28 31 -21 -31 -20 33 -33 -30 -19 -37 -18 39 -39 41 42 -11 48 -45 46 47 -46 -4 -50
right_child=-2 2 3 5 17 -7 -8 8 9 40 11 -13 -14 16 15 -17 37 18 21 20 -22 22 26 24 -26 -27 27 -29 34 30 -32 32 -34 -35 -36 36 -38 38 -40 -41 -42 -43 -44 44 45 -47 -48 -49 49 -51
leaf_value=0.0075937862292823777 0.0012636799054319629 -0.044577771214069202 -0.077439326618685189 -2.4617578297853471 -0.0068853481294833862 -0.1585155124805904 -0.23048781030203985 -0.50054659496431486 1.458410221651981 -0.046535873135855034 1.2626621845996742 -1.7174975825956578 0.078949619644424346 1.3425258823343227 -0.59698555789435637 0.3584747308590373 -0.18873911643666882 0.076222820834002725 0.10812596799001335 0.57688081500859101 -0.11604733634740115 -0.76576258977254241 0.031798764100888881 -2.5884431724548342 -0.69206481843159118 1.1793724860136325 -1.8205233999661037 -0.15034637160079425 1.9767342307350853 1.1670755531476891 2.8411522068977355 2.2446613463759424 -0.17537594225623798 0.89755146913841133 0.47919862049010897 2.2813482548509323 -0.12714375481009485 0.20170486295223236 -0.045315823061391716 2.5434698056090963 -0.17080972789271365 -0.80726591408252713 1.0916790963586318 -1.2696512185037137 -0.42835790483947217 -0.30535726097897498 1.0233959829578034 0.59842101399387626 0.18528169072448625 -0.36916044806482412
leaf_weight=42594 500797 1171 10585 20 4917 5744 23 73 57 43 33 27 2803 37 313 61 112 440 3754 58 48 30 2050 25 58 26 28 43 22 46 25 40 117 61 120 21 22 25 40 22 103 20 109 48 137 839 65 56 1275 238
leaf_count=42594 500797 1171 10585 20 4917 5744 23 73 57 43 33 27 2803 37 313 61 112 440 3754 58 48 30 2050 25 58 26 28 43 22 46 25 40 117 61 120 21 22 25 40 22 103 20 109 48 137 839 65 56 1275 238
internal_value=0 -0.00804903 -0.0265417 -0.0655901 0.0386566 -0.166762 -1.26829 -0.0306298 0.320599 0.501153 -0.0393342 0.0756518 0.0927234 -0.0637578 -0.140576 -0.441148 0.371699 0.0618275 0.10986 0.350382 0.862164 0.084955 -0.0395629 -0.698993 -1.26326 0.137336 0.00365295 -0.809008 0.153358 1.22615 1.75654 0.133415 0.56889 1.43106 0.711211 0.162835 1.0491 0.191194 0.680303 1.29785 0.302739 0.586318 0.769684 -0.0715179 -0.240865 -0.19585 0.160261 -0.130432 -0.0554903 0.0980661
internal_weight=0 78624 36030 22534 13496 5787 43 16747 405 332 16342 2863 2836 13479 1545 374 236 11951 7034 660 177 6374 2260 139 83 56 2121 71 4114 129 71 3972 218 101 142 483 43 199 87 47 275 172 152 13243 1145 1097 258 193 12098 1513
internal_count=579421 78624 36030 22534 13496 5787 43 16747 405 332 16342 2863 2836 13479 1545 374 236 11951 7034 660 177 6374 2260 139 83 56 2121 71 4114 129 71 3972 218 101 142 483 43 199 87 47 275 172 152 13243 1145 1097 258 193 12098 1513
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=51
num_cat=0
split_feature=3 0 1 11 9 11 0 0 0 9 11 14 14 13 11 4 13 13 8 11 11 6 0 7 0 11 13 0 3 14 13 13 12 11 14 12 12 0 1 11 14 9 0 13 11 3 11 14 13 3
split_gain=603.271 2517.45 2348.65 2506.37 5676.7 10043.3 9900.52 5484.72 6159.76 7876.77 11856.1 10175.9 17539.9 9589.85 14397.7 8292.51 7208.62 7286.2 8704.95 7998.26 6264.6 6216.53 6170.13 11027.4 6091.43 5949.71 4878.47 4876.57 4317.34 5459.48 8522.8 7797.35 9337.78 5698.24 5178.71 6636.96 6540.05 6709.03 5573.65 4613.92 4385.12 4264.29 4040.84 5998.99 3971.04 4108.27 3936.54 3897.11 3789.19 3718.1
threshold=23.500000000000004 1261.1435850320706 2593.3173250000004 0.1012820512820513 2.5000000000000004 0.65108695652173931 778.36024669873666 1144.5916150320702 880.97333003207029 3.5000000000000004 0.36055555555555557 0.40270270270270275 0.56330128205128216 0.42640692640692646 0.14495798319327732 9.5000000000000018 0.55086206896551737 0.35805860805860812 4.5000000000000009 0.17752100840336138 0.20256410256410259 3.5000000000000004 884.09291836540353 2.5000000000000004 732.35004669873672 0.76568627450980398 0.16064516129032261 848.40826753207011 24.500000000000004 1.0000000180025095e-35 0.037749287749287756 0.10620300751879701 6.5000000000000009 0.21132376395534294 0.072299651567944254 4.5000000000000009 4.5000000000000009 773.89375253207015 2865.2936050000003 0.19399641577060936 0.10762548262548265 5.5000000000000009 688.67064669873673 0.16064516129032261 0.56594202898550738 35.500000000000007 0.23205128205128209 0.35805860805860812 0.1012820512820513 41.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 49 -7 8 9 10 15 25 26 21 -15 16 17 18 28 -20 -19 41 23 -10 -17 42 -13 -26 -6 33 40 32 -32 -30 35 -33 38 -38 -36 -40 -31 -11 43 -12 -24 47 -23 -46 -35 -5
right_child=2 -3 3 4 7 6 -8 -9 22 13 11 12 -14 14 -16 24 -18 20 19 -21 -22 46 44 -25 27 -27 -28 -29 29 30 31 34 -34 48 36 -37 37 -39 39 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51
leaf_value=-0.00064034492714436827 0.054289623437256122 -0.084161758706800871 -0.0076157182356105489 0.24620891620427812 -0.14495252558718558 2.0078221460183463 -0.031992003206095278 0.24894471387273837 0.2127121870716413 -0.30853838107025039 1.3051472898572685 1.1997277350652786 -1.3479437637329104 -0.99202192813158041 2.3713816133567263 -0.27066448439251295 2.1138640306212686 -1.8025801801681518 0.6150982175554548 -1.92946074962616 0.41907331293279476 -0.08530883363315038 -0.088508891960022928 -2.8514738075111223 1.9834532664246756 1.0733000042041143 3.3820008251070974 0.3652282009124756 2.3106241396495277 -1.8199835185493745 2.010607227491481 -1.670114607192003 -0.15015371356691634 1.3836795111852034 0.28357799403045492 0.42661464942826166 0.7995185044076708 -1.1744770313754227 2.7483046210729163 0.96708455591490772 -0.019392474897597968 0.83161763022927682 -0.49037478249520067 -0.83996293544769296 -0.18697878011339106 -1.4073921235708091 1.5382909750565887 -1.1683526422432129 -0.41850703477859502 1.6148119074106217
leaf_weight=501024 9699 3635 53435 2651 92 24 2779 665 24 932 32 21 20 20 35 22 22 30 21 30 22 28 2626 23 73 30 20 25 35 21 70 26 28 28 46 36 36 33 26 33 38 34 400 22 291 39 32 47 20 20
leaf_count=501024 9699 3635 53435 2651 92 24 2779 665 24 932 32 21 20 20 35 22 22 30 21 30 22 28 2626 23 73 30 20 25 35 21 70 26 28 28 46 36 36 33 26 33 38 34 400 22 291 39 32 47 20 20
internal_value=0 -0.00124194 0.00838335 0.00154006 0.0436143 0.117698 -0.0145266 -0.0222832 -0.0551429 0.0633192 0.223655 -0.137229 1.07992 -0.138102 1.14833 0.465577 0.332678 0.274278 0.369787 -0.881701 -0.86265 -0.207062 -0.149874 -1.28678 1.23307 -0.290631 2.26425 1.57064 0.482157 0.603363 0.447725 0.643451 1.39325 1.3403 0.332095 -0.452659 0.61172 -0.144566 1.10871 1.75203 -0.660281 -0.268409 -0.380759 0.431213 -0.13208 -0.435575 0.780611 -0.323442 0.632768 0.256457
internal_weight=0 504659 74762 65063 11628 5474 2803 6154 5489 2439 1358 545 61 1081 55 813 693 671 619 51 52 1026 3050 47 120 484 41 98 568 476 393 334 98 83 236 62 174 69 105 59 59 966 454 54 3003 377 60 338 48 2671
internal_count=579421 504659 74762 65063 11628 5474 2803 6154 5489 2439 1358 545 61 1081 55 813 693 671 619 51 52 1026 3050 47 120 484 41 98 568 476 393 334 98 83 236 62 174 69 105 59 59 966 454 54 3003 377 60 338 48 2671
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=51
num_cat=0
split_feature=14 10 14 2 13 10 1 1 0 3 0 6 13 14 4 0 3 4 13 1 1 8 12 2 1 13 9 7 13 5 0 13 5 8 0 10 13 4 14 4 7 13 11 10 9 4 4 10 1 1
split_gain=602.985 2410.97 4047.32 5369.77 4508.34 3485.38 5219.69 7227.01 10262.3 7862.57 4344.44 6114.58 7937.17 3806.41 3181.51 2980.94 2896.18 2785.41 4554.51 4492.61 4462.6 3717.94 3286.86 4768.01 4754.88 3419.85 3703.1 3283.77 3089.41 3056.42 2858.05 2822.19 4052.79 4256.54 3303.24 2941.58 2772.12 6012.19 8598.88 6323.76 6204.27 5033.41 7787.87 4753.35 4452.21 5900.93 4861.38 6433.45 4423.63 4295.59
threshold=0.20256410256410259 0.17752100840336138 0.077677224736048281 2.5000000000000004 0.37321428571428578 0.20881782945736438 2889.3091150000005 3585.7070200000003 1006.7816783654035 35.500000000000007 837.92518003206999 2.5000000000000004 0.074537037037037054 0.14459930313588851 13.500000000000002 1176.0554425320704 25.500000000000004 7.5000000000000009 0.28708791208791212 2775.3070650000004 2308.1094050000006 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 2416.2277850000005 0.58898944193061853 2.5000000000000004 1.5000000000000002 0.14119601328903655 2.5000000000000004 931.97496003207004 0.28062500000000007 5.5000000000000009 1.5000000000000002 763.29588003207004 0.19722222222222227 1.0000000180025095e-35 9.5000000000000018 0.13714733542319751 8.5000000000000018 1.5000000000000002 0.04819976771196284 0.21132376395534294 0.13423423423423428 3.5000000000000004 4.5000000000000009 7.5000000000000009 0.12660256410256412 3148.0373600000007 3475.2235900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 14 6 17 8 10 -9 -8 12 -12 -10 -5 36 -17 19 21 22 -20 -19 23 24 -4 26 -26 -23 -25 -21 -31 32 33 -24 -33 -35 37 39 40 44 -39 42 -38 -41 46 -46 -1 -48 -47 -42
right_child=-2 2 5 4 -6 -7 7 9 13 -11 11 -13 -14 -15 -16 16 -18 18 20 29 -22 27 31 28 25 -27 -28 -29 -30 30 -32 34 -34 35 -36 -37 41 38 -40 43 49 -43 -44 -45 45 48 47 -49 -50 -51
leaf_value=0.056921352234183424 -0.0025796609494760851 0.015771171354921627 0.0089245799109208043 -0.029044760006875631 -0.14306154963440199 0.01969099972172712 0.67772511082887654 -1.9716164889542953 -0.59367874643159302 0.42234022494624646 0.50231683992204212 0.19175076267936014 2.848606559763784 0.61050527728266191 0.96928254663944247 0.0053083072846345719 0.15281915985067065 0.70351866876825375 -0.36928299406300424 -1.508614570343936 1.1933040720525754 0.19230592605613528 0.25244462001812146 -0.22756265604070258 -0.26535918071519499 0.38116975021362309 -1.543116989483436 -1.0906601616610332 1.0056633765633041 0.51170077200593622 -0.74566235529879732 1.2215603733373186 1.0283732409477233 -0.74995770201433543 0.20356663049143903 0.14540026810718701 -0.23670813680633609 -0.8453406964463217 2.6483721574147543 -0.26764523802381573 0.086300831749325707 -0.012550785488847816 0.055822305639352032 -1.7688263915238842 -0.10384477583332832 0.46217768062602416 -0.055448346696001419 -1.468727766555183 1.4904819014553841 2.1089327062879288
leaf_weight=3034 353422 25385 1556 13065 4455 95575 100 23 63 34 21 22 46 45 32 3551 2129 47 23 27 89 42 421 28 43 25 48 38 74 29 48 60 50 86 68 64 2473 27 21 66 21 70883 1440 31 161 214 94 49 52 21
leaf_count=3034 353422 25385 1556 13065 4455 95575 100 23 63 34 21 22 46 45 32 3551 2129 47 23 27 89 42 421 28 43 25 48 38 74 29 48 60 50 86 68 64 2473 27 21 66 21 70883 1440 31 161 214 94 49 52 21
internal_value=0 0.00403413 0.0119982 -0.0136349 -0.0561641 0.0231386 0.125468 0.487737 0.685679 -0.543642 1.13003 1.63824 2.1132 -0.0919354 -0.0266055 -0.00936103 0.0605989 0.0807219 0.407564 0.0509864 0.872416 -0.00238472 0.0775372 0.0033727 -0.0371197 -0.654748 -0.939341 -0.417103 0.667131 -0.593126 -0.27211 0.253195 0.165068 0.0894719 0.680751 -0.367938 -0.0144175 0.0690068 0.876572 0.0493687 0.337329 -0.0186458 -0.129056 -0.747404 0.0708134 0.373986 0.030066 -0.539719 0.6632 1.09762
internal_weight=0 225999 141732 42937 17552 98795 3220 354 297 57 189 89 67 108 13097 84267 5680 2866 239 2627 112 127 2523 1774 1672 116 91 80 102 104 77 749 621 571 128 150 78587 3791 90 3701 69 74796 3913 97 3604 427 3177 143 266 42
internal_count=579421 225999 141732 42937 17552 98795 3220 354 297 57 189 89 67 108 13097 84267 5680 2866 239 2627 112 127 2523 1774 1672 116 91 80 102 104 77 749 621 571 128 150 78587 3791 90 3701 69 74796 3913 97 3604 427 3177 143 266 42
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=51
num_cat=0
split_feature=9 10 2 8 11 0 3 1 10 0 8 6 9 13 1 2 5 0 4 14 0 5 0 14 8 0 14 4 3 0 5 11 13 6 10 1 0 0 6 14 14 12 14 0 10 2 2 4 6 4
split_gain=594.129 10506.4 11711.2 6797.72 4704.02 7751.06 4354.1 4350.16 4087.81 11697 5984.65 8474.51 5438.43 5240.36 5535.65 4760.2 4126.83 5218.18 4476.93 6841.87 4114.22 11533.4 5607.58 5585.84 4755.01 5788.47 4030.8 4003.77 4002.9 3880.02 4298.59 7428.71 3748.33 7210.49 3716.13 3796.88 5061.5 7808.55 3945.66 3679.65 4492.21 3645.27 3509.06 6023.18 8514.9 9161.24 11598.1 10821.6 7253.07 7187.57
threshold=2.5000000000000004 0.68857758620689669 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1332.1595350320702 9.5000000000000018 3001.4799050000006 0.49418604651162795 567.29675669873677 1.5000000000000002 7.5000000000000009 3.5000000000000004 0.43875000000000003 3475.2235900000005 3.5000000000000004 5.5000000000000009 938.81247003207011 8.5000000000000018 0.045983086680761107 775.9075525320701 7.5000000000000009 979.98498253207015 0.11237373737373739 3.5000000000000004 902.44223919873673 0.48074074074074075 7.5000000000000009 22.500000000000004 1165.0077825320702 4.5000000000000009 0.030776515151515155 1.0000000180025095e-35 1.5000000000000002 0.86811594202898557 2626.2240200000001 1020.5262783654035 1102.5722025320704 4.5000000000000009 0.032795698924731186 0.11583184257602865 13.500000000000002 0.36474501108647456 665.35581086540344 0.33771929824561409 2.5000000000000004 3.5000000000000004 12.500000000000002 4.5000000000000009 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 34 5 6 -2 -5 42 -10 39 12 13 15 26 16 17 27 19 -18 -17 24 23 -23 -22 -26 -15 -12 -28 30 31 -6 33 -21 35 -4 38 -38 -37 -11 -41 -33 43 -8 49 -46 48 -48 -47 -45
right_child=1 2 3 7 29 -7 8 -9 9 10 11 -13 -14 14 -16 20 18 -19 -20 32 21 22 -24 -25 25 -27 28 -29 -30 -31 -32 41 -34 -35 -36 36 37 -39 -40 40 -42 -43 -44 44 45 46 47 -49 -50 -51
leaf_value=-0.0016800573240395623 -0.11879026531320865 0.11593468255435663 -0.4281602231582512 -0.2565913627312208 -1.3766980883479119 -0.2411703992942382 0.075121265592131919 0.64163692651725401 -0.34212928516954572 -1.3268289019232213 -0.010523923723298514 -1.532687543705106 -0.17864248478145836 0.49210383255205309 1.962753733566829 0.12309199526662458 1.8558647644930872 -0.32224894524907588 -0.7327022063732147 0.04701481417911809 0.62398229318770126 1.3975740110874177 -1.7656104660903413 -0.70856258939294259 0.95464206629329262 2.9047834769539214 0.26821880678851473 0.63301446432265163 -0.49766875385927661 0.13305118319077189 -0.12043796871897948 -0.014210792146585261 0.097259373183954848 2.0871501419941585 -1.0992520808692903 0.021825803417002167 -1.3264337764417427 0.10546250792517178 -0.70018227328272431 0.1196824471162443 -0.10388544856916325 1.0889383435249329 0.064109983218019154 -0.025664401377372442 -0.085625194970628107 0.33391480498963122 -0.0024373329663985974 -2.1878910852515179 -0.61496523108827061 0.44844000725185174
leaf_weight=454351 2077 1044 1247 96 40 1112 14556 123 1077 23 1002 32 606 524 21 673 29 563 40 41 169 20 24 34 45 23 236 107 96 1438 4838 19733 286 30 62 691 85 69 85 1122 4517 30 28020 31950 1748 2736 1521 23 83 323
leaf_count=454351 2077 1044 1247 96 40 1112 14556 123 1077 23 1002 32 606 524 21 673 29 563 40 41 169 20 24 34 45 23 236 107 96 1438 4838 19733 286 30 62 691 85 69 85 1122 4517 30 28020 31950 1748 2736 1521 23 83 323
internal_value=0 0.00610327 -0.164663 -0.283842 0.0110225 0.0213025 0.0243951 0.247893 0.0276172 -0.0286135 0.00428692 0.0889982 0.100356 0.143019 0.358727 0.0817175 -0.00351206 -0.0743054 0.274343 0.3787 0.262701 0.560977 -0.493773 0.071488 0.908109 1.61425 0.319376 0.0515668 0.0467573 -0.0266181 -0.0359361 -0.0152917 0.258707 0.909044 -0.335852 -0.314111 -0.161187 -0.68487 -0.0572601 -0.0645503 -0.0594018 -0.0125362 0.0354934 0.0203472 -0.000424245 0.107813 0.185313 -0.0349927 0.305977 -0.0209194
internal_weight=0 125070 3502 2458 121568 95489 94377 219 92300 11340 10263 4601 4569 3963 877 3086 2098 1672 426 386 988 315 78 54 237 68 856 1109 332 26079 24641 19803 357 71 2239 2177 930 154 776 5662 5639 19763 80960 52940 38384 6111 4363 1544 2819 32273
internal_count=579421 125070 3502 2458 121568 95489 94377 219 92300 11340 10263 4601 4569 3963 877 3086 2098 1672 426 386 988 315 78 54 237 68 856 1109 332 26079 24641 19803 357 71 2239 2177 930 154 776 5662 5639 19763 80960 52940 38384 6111 4363 1544 2819 32273
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=51
num_cat=0
split_feature=7 4 5 4 13 13 3 14 8 12 0 0 12 0 9 10 2 11 11 14 4 12 4 3 1 13 5 4 0 0 8 7 0 4 0 1 5 10 14 14 3 0 10 5 5 0 10 1 13 8
split_gain=593.688 1345.96 3472.07 2607.52 2683.28 4479.21 3009.92 2685.32 2617.68 2467.55 6102.26 2945.92 1982.92 1145.82 1046.21 5808.79 11163.9 4909.71 4334.24 7316.39 11397.8 9222.46 6205.49 10128.4 11545.6 5725.9 5369.16 4649.81 4406.04 9263.65 4864.71 4350.98 4306.2 4329.98 9695.13 7942.26 11355.1 7271.9 5641.96 5555.66 5441.49 4821.16 4226.11 3790.87 3725.46 6252.17 7516.49 7179.28 7814.02 9454.85
threshold=1.0000000180025095e-35 11.500000000000002 7.5000000000000009 12.500000000000002 0.15894736842105264 0.21807065217391305 29.500000000000004 0.28062500000000007 1.5000000000000002 2.5000000000000004 1041.0348750320702 1212.7814533654036 1.5000000000000002 1030.5273950320702 2.5000000000000004 0.64400921658986188 2.5000000000000004 1.0000000180025095e-35 0.059714795008912663 0.04819976771196284 6.5000000000000009 7.5000000000000009 11.500000000000002 31.500000000000004 3383.3926800000004 0.080540540540540564 5.5000000000000009 7.5000000000000009 702.37839753207015 784.69787669873676 3.5000000000000004 3.5000000000000004 1332.1595350320702 11.500000000000002 1006.7816783654035 3383.3926800000004 5.5000000000000009 0.32971014492753631 0.13423423423423428 0.091966173361522213 35.500000000000007 956.7117450320701 0.23904761904761906 6.5000000000000009 4.5000000000000009 775.9075525320701 0.091966173361522213 2678.3870350000002 0.1012820512820513 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 13 -3 -5 -11 -12 -9 -7 -2 17 -17 32 19 20 25 22 23 24 26 -19 -21 -23 -28 43 -31 -20 33 44 40 -36 37 39 -38 -37 41 42 -35 -30 -16 46 47 -46 49 -49
right_child=14 2 -4 9 5 7 -8 12 -10 10 11 -13 -14 -15 15 16 -18 18 31 21 -22 27 -24 -25 -26 -27 28 -29 29 30 -32 -33 -34 34 35 36 38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 48 -50 -51
leaf_value=0.0040314628643629028 -0.0057803427146065848 1.3726930364318517 -1.4463699550855729 1.0285330670495187 -1.9858205165181841 -1.4650819677114488 -0.63060487012068434 -0.45690408036822366 -0.15307760590856725 1.28888917863369 -1.3630994668989271 0.14337069058418275 0.93439394406974319 -0.39465201139450073 0.013734922647340615 0.19706530349014961 -0.22368404979142387 -1.0329353093378135 0.0031262930098143664 -0.14085481842471795 0.79771828018456103 -0.68969458478396062 -1.5173276111057827 0.5819637192887549 -2.0743716450298537 0.059503204776690556 0.30331328420928033 -2.1490963097333036 -3.1727285605101359 -0.96511016814481643 0.51913099849925326 -0.18703199852214489 -0.19376863924199428 0.34530637027114952 1.9667505803315537 1.6611429347441746 2.5455779483241421 -1.236422111375912 0.68026593196041452 -0.088923929135004687 1.0340595449720111 -1.486320521036784 -0.64599751219153401 -1.2726346095403036 -0.0042598971221393545 0.13011430031794222 -0.10011959568976947 -0.033303464750448868 0.21046235349036568 1.5152341845242874
leaf_weight=242693 258572 23 21 31 21 20 33 21 22 24 27 25 20 20 43667 836 2567 67 12809 1298 185 61 35 161 34 169 33 34 21 63 34 1328 871 93 46 26 31 37 34 60 35 30 80 21 1104 7950 3340 60 513 115
leaf_count=242693 258572 23 21 31 21 20 33 21 22 24 27 25 20 20 43667 836 2567 67 12809 1298 185 61 35 161 34 169 33 34 21 63 34 1328 871 93 46 26 31 37 34 60 35 30 80 21 1104 7950 3340 60 513 115
internal_value=0 0.00376633 -0.205146 -0.114325 -0.346721 -0.684353 0.0947984 -0.346936 0.626761 0.276621 -0.03008 -0.638835 0.221778 -0.929867 -0.00272048 0.00744286 -0.12032 0.0132831 -0.0351196 -0.165152 0.210041 -0.25315 -0.199567 -0.171866 -0.252562 -0.250638 -0.210425 -1.21201 -0.735435 -0.982044 -0.444861 -0.0147368 0.0269086 0.0302677 0.331897 0.788971 0.500791 -0.0641735 1.56988 0.440166 -0.117495 -0.316039 -0.1131 -2.22268 0.0277589 0.0745702 -0.0114734 0.153749 0.407298 0.984307
internal_weight=0 243001 308 287 180 102 78 81 45 107 76 52 41 40 336420 77848 3403 74445 16353 2216 421 1795 1700 1665 1504 236 1470 95 172 139 97 14137 58092 57221 472 234 188 123 65 86 238 203 173 42 56749 13082 5132 1792 688 175
internal_count=579421 243001 308 287 180 102 78 81 45 107 76 52 41 40 336420 77848 3403 74445 16353 2216 421 1795 1700 1665 1504 236 1470 95 172 139 97 14137 58092 57221 472 234 188 123 65 86 238 203 173 42 56749 13082 5132 1792 688 175
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=51
num_cat=0
split_feature=6 0 1 14 10 14 10 11 13 10 10 9 3 10 0 13 13 3 8 1 13 1 9 10 8 4 14 13 10 1 3 14 1 14 0 0 9 0 0 3 14 9 13 12 3 1 8 1 14 0
split_gain=591.33 2242.42 4199.31 7423.99 5021.56 3350.76 3282.03 3386.05 3214.89 3832.74 3084.1 5495.64 5064.73 5236.99 4441.61 4218.52 5388.1 4162.35 5800.31 4008.1 4853.78 7445.79 7479.23 5950.68 5324.49 6546.18 5500.98 5999.03 9688.39 4791.73 4332.83 5022.06 4094.36 4014.11 4781.25 4155.57 4243.58 3701.21 3637.42 3466.94 3428.12 3425.48 3340.77 3787.67 5121.5 3309.51 5155.31 6063.78 5436.74 5007.46
threshold=1.0000000180025095e-35 628.30594169873677 1252.60679 0.23205128205128209 0.059714795008912663 0.30860805860805868 0.22401433691756276 0.28388278388278393 0.30151515151515157 0.46247654784240161 0.15504807692307696 1.5000000000000002 12.500000000000002 0.65450928381962881 1144.5916150320702 0.34698996655518399 0.33771929824561409 30.500000000000004 3.5000000000000004 2382.2192800000007 0.82683658170914553 2562.2606300000002 2.5000000000000004 0.28759398496240607 3.5000000000000004 4.5000000000000009 0.43050193050193059 0.37668918918918926 0.24695121951219515 2678.3870350000002 23.500000000000004 0.045983086680761107 2440.1592950000004 0.32200460829493094 971.95500003207007 1332.1595350320702 2.5000000000000004 700.38135086540331 1057.5680575320705 22.500000000000004 0.24695121951219515 2.5000000000000004 0.11237373737373739 2.5000000000000004 26.500000000000004 2889.3091150000005 3.5000000000000004 3305.7150050000014 0.059714795008912663 1051.9390100320704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -4 9 -8 -3 14 -13 15 17 16 -14 42 -19 39 24 22 -22 -23 25 32 27 28 -27 -26 31 -29 -21 34 40 36 -36 -15 -30 41 -32 -17 -12 44 -44 -39 47 48 -47 -48
right_child=-2 10 3 4 -6 -7 8 -9 -10 -11 11 12 13 37 -16 19 -18 18 -20 20 21 23 -24 -25 29 26 -28 30 38 -31 33 -33 -34 -35 35 -37 -38 45 -40 -41 -42 -43 43 -45 -46 46 49 -49 -50 -51
leaf_value=0.0040537935919977659 -0.0028968195393287224 -0.0095694019107025949 0.1024862015633634 -0.1547776610474243 -0.12639375958656429 0.079925437913924147 -0.12707390116514466 -0.14352557832844498 -0.13999595856815159 0.10053294601610341 0.037914552033971233 -0.015975009018328858 0.011677644738536665 -0.02889929035203331 -0.11899616750651497 0.028087393974744402 -1.5196503805077595 1.7873199578254455 -0.18020986400801561 2.2949315242767336 2.6166541800779459 1.3631342166662217 0.43060306547016935 -0.82286049285621354 0.24115691322793245 2.2790222828325475 -0.51918801367282874 -1.1595873438649709 -0.095752550610180565 -0.75132363307125427 0.24464166065878123 0.087187057360711084 0.58694094601087277 1.7061805851757528 0.56622876996795346 -0.25722732484340666 2.2482084592183429 0.13418232203056421 1.2460756874853567 -0.59891339005568089 -1.0636771023273468 0.16674946494936094 0.011138334522122794 -0.057102190086191711 -1.1507001125498824 0.82988950014114382 -0.22309217982821994 0.81264226632304948 -0.32708564264078938 -1.5582812268633484
leaf_weight=62995 317969 54773 4704 827 10575 2300 1128 635 1948 2150 18402 12619 23304 1811 3104 5772 23 31 29 25 34 20 29 33 93 38 88 36 58 102 121 315 32 25 30 20 30 12351 31 78 24 2577 24321 13254 38 48 81 83 264 43
leaf_count=62995 317969 54773 4704 827 10575 2300 1128 635 1948 2150 18402 12619 23304 1811 3104 5772 23 31 29 25 34 20 29 33 93 38 88 36 58 102 121 315 32 25 30 20 30 12351 31 78 24 2577 24321 13254 38 48 81 83 264 43
internal_value=0 0.00352301 -0.00956163 -0.0449061 -0.0934744 0.0178533 0.0180834 0.0732265 -0.0382521 0.0222106 0.0100779 0.0190895 0.0403525 0.0552793 -0.002554 0.0331391 0.0101678 0.00389159 0.836347 0.0888932 0.261178 0.875535 1.61038 0.00204317 0.19445 0.299977 0.227603 0.317875 0.942343 -0.277987 0.185916 -0.0406872 1.33606 0.504066 0.370498 0.991107 1.40722 0.104952 0.371626 0.0646871 0.0280923 0.0708868 0.00299991 -0.0140819 0.00932587 0.123787 -0.12359 0.0529959 -0.149089 -0.686101
internal_weight=0 261452 87262 24267 13702 3127 10565 5339 5226 3278 174190 119417 60238 47619 59179 32938 23327 56075 60 9611 1184 116 63 53 1068 873 816 728 127 195 601 351 57 250 225 80 60 14681 89 8427 145 8349 56015 37613 24359 12870 519 395 312 124
internal_count=579421 261452 87262 24267 13702 3127 10565 5339 5226 3278 174190 119417 60238 47619 59179 32938 23327 56075 60 9611 1184 116 63 53 1068 873 816 728 127 195 601 351 57 250 225 80 60 14681 89 8427 145 8349 56015 37613 24359 12870 519 395 312 124
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=51
num_cat=0
split_feature=3 0 4 1 5 9 1 14 10 10 9 1 12 0 0 13 4 13 13 0 0 14 5 3 13 13 14 14 0 3 1 13 8 10 10 0 11 12 0 14 7 14 10 0 10 10 0 0 4 1
split_gain=562.151 2159.88 1965.53 4763.36 3205.9 8317.83 5527.53 5859.89 5287.72 9304.54 6918.22 7687.01 7019.53 8874.98 7229.73 7868.17 6869.66 10070.1 9256.57 6604.04 10697.6 10691.4 6761.51 7797.24 6626.86 6620.84 6395.72 6239.55 6188.68 6757.87 5698.64 5454.16 5335.92 5094.98 6721.83 5020.54 5889.3 7835.68 9460.2 6288.21 5966.56 5827.45 5317.22 5339.9 5004.37 5755.96 5440.16 4992.61 4979.24 6850.3
threshold=18.500000000000004 1063.5212350320703 6.5000000000000009 2024.0595450000003 4.5000000000000009 2.5000000000000004 2912.4473000000003 0.28062500000000007 0.23904761904761906 0.48074074074074075 3.5000000000000004 3035.3728750000005 7.5000000000000009 945.96035253207003 875.42535503207012 0.36474501108647456 5.5000000000000009 0.14459930313588851 0.14119601328903655 908.49508003207006 845.88457503207007 0.12060606060606062 2.5000000000000004 25.500000000000004 0.040408163265306128 0.036375661375661381 0.045983086680761107 0.3373983739837399 718.36878003207005 20.500000000000004 3069.4597500000004 0.30495169082125612 1.5000000000000002 0.12660256410256412 0.063508064516129045 890.40783836540334 0.087595907928388769 8.5000000000000018 675.10688878207009 0.22361111111111112 2.5000000000000004 0.080540540540540564 0.15075757575757578 864.42307003207009 0.16441441441441443 0.12347560975609757 645.81778003207012 690.64043336540351 4.5000000000000009 3383.3926800000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2 -8 10 19 11 26 13 14 15 16 18 32 -13 20 -10 -22 23 -21 25 30 -7 48 29 -29 -24 -11 -18 34 -14 36 37 38 39 -28 42 -39 -40 -44 45 -41 -47 -42 49 -12
right_child=2 -3 3 -5 -6 8 7 -9 9 31 27 12 33 -15 -16 -17 17 -19 -20 22 21 -23 24 -25 -26 -27 35 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 41 40 44 47 -43 43 -45 -46 46 -48 -49 -50 -51
leaf_value=-0.0015483472477144948 0.047721317273589831 -0.090024945011631219 0.19044438534648508 -0.010369589107612279 -0.0064682503574643585 0.14094943823212253 0.14567440255744557 0.62809713155729696 0.13852478617340275 -0.16324970003295608 -0.14177957139223907 -1.0246034575475229 -0.10014606767210617 -0.10461990888609346 -2.9592659365563168 0.60808215493766171 -0.42661209730874927 0.70824967697262764 -3.459790674955757 -0.22621883608289003 0.015905594292186923 1.0614757726102506 0.042761846745143772 -1.5104009616430161 -0.048337033502757552 2.203683547973633 0.19721821403177847 0.35826052106160644 0.42523738353380136 -0.32479662296227502 1.7194264045128458 0.15448401365851894 -2.5888518170714381 -1.102729974190394 1.5263652181625367 0.019330594851159781 0.031669420533111739 -0.79591584092094791 -0.46330849217097231 -0.2201557192599658 -0.93501444376748177 1.0860365786834769 -0.051912651800751268 -1.3422245800495149 0.30195521669339964 -0.57308460511858506 -2.228208638881815 0.037017374101913338 0.058264207591245648 -1.7794136826808638
leaf_weight=386055 37776 2779 1199 79594 47335 1123 1466 304 3169 2312 1454 37 166 118 21 26 21 32 27 380 155 265 92 54 490 25 714 266 714 318 26 705 25 39 30 2105 1266 21 2060 413 58 76 566 34 137 63 29 594 2661 26
leaf_count=386055 37776 2779 1199 79594 47335 1123 1466 304 3169 2312 1454 37 166 118 21 26 21 32 27 380 155 265 92 54 490 25 714 266 714 318 26 705 25 39 30 2105 1266 21 2060 413 58 76 566 34 137 63 29 594 2661 26
internal_value=0 -0.00218069 0.00444903 -0.00738943 0.0131605 0.0280362 0.055814 0.228531 -0.019906 0.0477963 -0.0539925 -0.104184 -0.470222 -0.785083 -1.20992 -0.991254 -1.28409 -0.654053 -2.05195 0.13644 0.201377 0.675611 -0.0819857 -0.386002 0.126455 0.725393 -0.0827569 0.0364516 0.227759 -0.0136781 0.412196 -0.089003 -1.60174 -0.0588926 0.14881 -0.113635 -0.160044 -0.210979 -0.229465 -0.00698011 -0.320554 0.678604 -0.387005 -0.12503 -0.234079 -0.379498 -1.09481 -0.0494517 -0.0235139 -0.170549
internal_weight=0 388834 190587 80793 109794 62459 39546 1770 22913 7673 15240 9801 542 307 189 168 142 78 64 4656 3589 420 1067 434 633 143 9259 5439 1298 584 118 3017 46 235 196 8136 6031 4765 4668 1356 3312 97 2660 600 642 505 92 652 4141 1480
internal_count=579421 388834 190587 80793 109794 62459 39546 1770 22913 7673 15240 9801 542 307 189 168 142 78 64 4656 3589 420 1067 434 633 143 9259 5439 1298 584 118 3017 46 235 196 8136 6031 4765 4668 1356 3312 97 2660 600 642 505 92 652 4141 1480
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=51
num_cat=0
split_feature=3 0 1 6 8 4 6 5 0 6 13 4 10 4 10 10 3 10 13 0 13 12 5 1 14 11 10 14 9 10 13 10 12 14 13 10 14 0 1 14 13 13 12 5 0 13 13 0 12 8
split_gain=585.729 2882.56 2242.81 5636.87 5076.35 4841.19 5188.41 3594.93 5054.2 4989.03 4002.31 3583.11 4052.56 4425.77 3671.46 3542.22 4962.29 3928.85 5917.36 4080.59 3496.81 3494.57 3148.4 3055.56 2992.85 2952.23 3226.81 2882.29 4222.1 4879.43 4236.99 4579.19 3329.75 5625.84 5256.44 8478.94 5149.09 4127.43 2860.59 2841.83 2830.03 2951.35 4182.35 2804.14 3400.87 3395.11 2991.62 2685.19 2684.46 5715.29
threshold=24.500000000000004 1332.1595350320702 2818.4131550000006 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 908.49508003207006 7.5000000000000009 0.21807065217391305 8.5000000000000018 0.92450142450142458 3.5000000000000004 0.96490147783251246 0.83527131782945752 26.500000000000004 0.61200716845878145 0.15894736842105264 861.91193253206995 0.32200460829493094 3.5000000000000004 11.500000000000002 2382.2192800000007 0.71651785714285732 0.27888888888888896 0.063508064516129045 0.21132376395534294 3.5000000000000004 0.49418604651162795 0.22792207792207794 0.19722222222222227 3.5000000000000004 0.50609756097560987 0.33771929824561409 0.075961538461538483 0.57321428571428579 858.97015253207007 2562.2606300000002 0.43826219512195125 0.15894736842105264 0.074537037037037054 5.5000000000000009 3.5000000000000004 921.51646003207009 0.03883861236802414 0.73798627002288331 911.92921503207015 1.5000000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -2 24 9 20 -10 12 15 14 21 17 -17 22 -19 39 -9 -14 -6 25 -5 26 -7 28 29 30 31 -8 33 34 35 -29 -35 -37 -31 -20 41 42 -34 -15 45 -45 -46 -40 49 -25
right_child=2 -3 -4 4 11 23 27 8 10 -11 -12 -13 13 43 -16 16 -18 18 19 -21 -22 -23 -24 48 -26 -27 -28 32 -30 38 -32 -33 40 36 -36 37 -38 -39 47 -41 -42 -43 -44 44 46 -47 -48 -49 -50 -51
leaf_value=-0.00063730025347977822 -0.65829691733262552 -0.12568571453443786 -0.0025339376564698594 -0.39504725291178777 -0.15370710963578083 1.7447323765073504 0.010513820540960705 -2.9451240539550785 -1.081975460583062 -0.13090124985203147 0.42336783423823743 -1.2191327704833104 0.54400951012484433 0.69370763423137882 -0.26416720410010647 -1.428783387452998 0.33853836003690962 -0.48752186434964345 -0.81754187643527987 1.3256066672137528 -1.2732218106245172 1.7029195163286095 -1.2734467491507531 -0.11741914363862352 0.76970584009374887 -0.4623632736504078 0.43739518129570598 2.7237101064787974 1.0449725074768066 -0.36310717391828867 -1.2106501369438147 -1.3697471826307235 -0.68240247745262961 -1.3930609543714674 0.069472556583809131 1.5596114978790283 0.12073501634436686 -0.13299562948437491 0.80498036849694177 0.84804270097187584 0.52067145832947326 -1.2190476352969806 0.76082065855303127 0.52567728161811833 -0.1273957777187365 -0.93474257802351934 0.94701113525558922 -0.066719346007864389 0.092200004705869087 0.25174743998795751
leaf_weight=517345 161 1850 43696 104 734 21 107 22 33 20 38 26 123 43 42 47 24 54 20 61 29 33 26 1716 28 32 187 27 25 118 81 31 57 25 66 25 222 34 61 21 35 39 31 20 109 78 34 84 11021 555
leaf_count=517345 161 1850 43696 104 734 21 107 22 33 20 38 26 123 43 42 47 24 54 20 61 29 33 26 1716 28 32 187 27 25 118 81 31 57 25 66 25 222 34 61 21 35 39 31 20 109 78 34 84 11021 555
internal_value=0 -0.00108287 0.00933522 0.0407106 -0.127974 0.0609263 -0.129104 -0.523666 -0.872897 -1.4695 -0.276299 -0.0554531 -0.034857 0.202821 0.56573 -0.150927 -0.831379 -0.0981842 0.358935 0.807059 -1.99443 0.789164 -0.192014 0.0781852 -0.147978 0.431819 0.569386 -0.0493288 -0.222136 -0.287857 -0.636529 -0.299545 0.106844 0.262081 0.740749 1.25591 -0.0324832 0.584211 0.00248187 0.0355624 -0.275499 -0.494916 -0.173994 -0.0501926 -0.182922 -0.636698 0.128058 0.299996 0.0717999 -0.0272001
internal_weight=0 519195 60226 16530 1769 14761 1229 274 142 71 71 1495 1469 482 198 987 71 916 156 102 51 156 760 13532 132 240 208 1068 507 482 219 138 561 399 152 86 247 59 263 41 162 127 88 284 241 98 143 145 13292 2271
internal_count=579421 519195 60226 16530 1769 14761 1229 274 142 71 71 1495 1469 482 198 987 71 916 156 102 51 156 760 13532 132 240 208 1068 507 482 219 138 561 399 152 86 247 59 263 41 162 127 88 284 241 98 143 145 13292 2271
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=51
num_cat=0
split_feature=7 3 9 10 10 1 0 10 0 10 10 13 14 5 13 1 13 0 13 12 8 0 6 7 11 13 13 14 14 10 1 0 8 13 8 14 12 4 8 0 11 11 6 8 11 13 14 0 12 3
split_gain=628.516 921.326 5525.87 7756.52 7861.12 6636.72 10365.2 4850.1 16516.3 12759.3 11262.3 8621.96 8540 7612.56 9581.97 11018.8 11179.5 10562.5 9274.61 8576.64 7251.76 7149.37 7099.41 8117.61 8990.6 6533.81 6318.08 8630.99 5960.41 5883.77 5467.65 5206.11 4941.55 4123.34 8287.9 9190.71 8028.2 7212.68 7951.61 5294.3 4891.11 10556.9 8621.28 11887.7 6170.37 6543.82 5405.96 5144.27 5116.08 6543.4
threshold=1.5000000000000002 29.500000000000004 3.5000000000000004 0.41763565891472876 0.53033088235294124 3585.7070200000003 1261.1435850320706 0.44281045751633991 1041.0348750320702 0.27386363636363642 0.30151515151515157 0.22792207792207794 0.39208074534161497 2.5000000000000004 0.077935222672064791 3990.9076300000002 0.29289215686274517 975.99820503207002 0.23606811145510839 5.5000000000000009 4.5000000000000009 1118.5409650320703 2.5000000000000004 1.0000000180025095e-35 0.21132376395534294 0.10762548262548265 0.050641025641025648 0.084523809523809543 0.11237373737373739 0.087595907928388769 3757.3374450000006 1011.41585003207 1.0000000180025095e-35 0.031754032258064523 5.5000000000000009 0.065942028985507259 5.5000000000000009 5.5000000000000009 3.5000000000000004 1002.03221753207 0.09232954545454547 0.24190177638453506 1.0000000180025095e-35 1.5000000000000002 0.059714795008912663 0.16064516129032261 0.27149877149877155 823.07804336540346 7.5000000000000009 36.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 33 -5 -3 7 9 -9 12 -11 25 13 32 19 16 22 -18 -17 20 -15 -10 23 -16 29 28 -21 -28 -12 -25 -24 -14 -7 34 35 39 -37 38 -35 -4 44 42 -42 -44 47 -46 -43 -39 49 -49
right_child=-2 2 3 4 -6 6 -8 8 21 10 11 -13 31 14 15 18 17 -19 -20 26 -22 -23 30 24 -26 -27 27 -29 -30 -31 -32 -33 -34 37 -36 36 -38 40 -40 -41 41 46 43 -45 45 -47 -48 48 -50 -51
leaf_value=0.0014904629589428432 -0.005419477796346636 0.093752574036912006 -1.9538406731084337 -1.6962745070094016 0.36028555877068463 -0.15903218856879645 0.22694210724267583 0.71817794494378351 -2.1844002421255464 -3.5772038662433623 -0.31932247223392612 -2.8680080032348636 -2.6691383056018663 2.5556810184832544 -0.34104333710976142 -2.3024629310083884 -2.6434448373728787 0.07952730224600861 -0.012359683215618134 -0.5254577015127454 0.14892022042047412 -0.42026871545330996 0.209616048390768 3.5131119381297715 0.071257011166640696 0.54456900340138059 2.086510654975628 -0.29537673033773898 -2.4184222129794462 1.1432325279712676 -1.5227944433689118 -0.56373073756694791 -2.1457794012922435 2.1031495390149457 1.560577730032114 -0.70604272962644188 0.90094556474863596 -1.1077813583871592 0.31828506027276698 -0.01674813088916597 -2.1169578279218366 0.28898132414421962 1.3734626993988499 -0.84209063475603585 0.34122803915630689 2.753612934636033 1.9215112977971633 0.69467175326396513 -0.27017909636658233 -0.57919352690378823
leaf_weight=418128 156277 2204 43 41 34 21 447 157 27 20 31 20 23 31 39 48 29 28 28 77 21 154 49 22 28 33 29 32 24 20 29 24 31 48 26 58 67 23 52 21 31 131 33 91 22 23 24 388 89 45
leaf_count=418128 156277 2204 43 41 34 21 447 157 27 20 31 20 23 31 39 48 29 28 28 77 21 154 49 22 28 33 29 32 24 20 29 24 31 48 26 58 67 23 52 21 31 131 33 91 22 23 24 388 89 45
internal_value=0 0.00200154 0.0446044 0.222985 -0.763967 -0.0171539 -0.177757 -0.346036 -0.0323854 -0.489882 -1.39746 -0.993801 -0.299127 -0.190834 -0.0733132 -0.407311 -0.0798171 -1.30584 -1.45874 0.48921 1.58372 -0.683426 0.293892 0.815116 1.45926 -0.567845 0.0767863 0.836996 -1.23529 2.3846 -0.434485 -1.59404 -1.34344 0.283908 -0.113391 -0.343672 0.155303 0.369327 1.17502 -1.31823 0.279806 -0.0418027 -0.625366 -0.252468 0.448787 1.57422 0.54176 0.355861 0.420351 0.562284
internal_weight=0 423144 5016 1290 75 3726 1522 1075 338 737 128 108 609 562 510 320 244 57 76 190 52 181 187 109 70 88 138 61 55 42 78 47 52 1215 215 189 125 1000 100 64 900 310 155 124 590 45 155 545 522 433
internal_count=579421 423144 5016 1290 75 3726 1522 1075 338 737 128 108 609 562 510 320 244 57 76 190 52 181 187 109 70 88 138 61 55 42 78 47 52 1215 215 189 125 1000 100 64 900 310 155 124 590 45 155 545 522 433
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=51
num_cat=0
split_feature=5 2 10 4 12 14 4 4 7 6 14 10 4 13 10 12 7 12 4 11 1 10 1 9 2 0 3 0 14 13 14 9 14 12 13 6 13 13 3 13 0 0 1 0 10 8 0 14 0 14
split_gain=612.617 1931.8 6621.08 7734.51 6496.18 10879.8 8120.56 5529.21 4975.03 8496.74 6647.01 4563.51 5598.7 4452.21 4069.06 5280.31 4595.41 4068.28 4060.34 3853.8 9186.99 4293.56 4095.53 4018.19 4406.74 9987.6 13585.6 8302.42 5628.64 5461.09 7209.19 5409.99 5111.51 8163.1 6229.92 4667.65 4572.39 10690.6 4550.26 5859.7 4531.68 5046.75 4360.27 6109.87 6068.46 6080.35 3951.01 4479.21 4009.93 3906.51
threshold=2.5000000000000004 2.5000000000000004 0.95060975609756104 12.500000000000002 5.5000000000000009 0.11237373737373739 2.5000000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 0.28759398496240607 0.93440860215053767 6.5000000000000009 0.18065268065268067 0.96225071225071235 7.5000000000000009 1.5000000000000002 3.5000000000000004 14.500000000000002 0.077935222672064791 1713.9010500000002 0.26201372997711675 1105.6075450000003 5.5000000000000009 3.5000000000000004 911.92921503207015 31.500000000000004 956.7117450320701 0.15894736842105264 0.05634920634920635 0.14459930313588851 3.5000000000000004 0.37668918918918926 2.5000000000000004 0.10435571687840291 1.0000000180025095e-35 0.03883861236802414 0.063164893617021281 26.500000000000004 0.27149877149877155 791.3565587820699 815.91853253207012 2117.048225 887.39409003207015 0.44281045751633991 1.0000000180025095e-35 988.52755753207009 0.19292803970223329 905.47011253207006 0.036375661375661381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 18 4 5 -4 -6 -7 -9 -10 17 -1 -13 -12 -8 -16 -17 -11 19 22 -21 -22 -3 24 32 28 31 -28 -26 -29 -31 -27 36 35 40 -34 -24 46 -37 -40 -35 -42 -36 -44 -45 -46 48 -48 -38 -39
right_child=-2 2 3 -5 6 7 14 8 9 10 13 12 -14 -15 15 16 -18 -19 -20 20 21 -23 23 -25 25 26 27 29 -30 30 -32 -33 33 34 42 38 37 49 39 -41 41 -43 43 44 45 -47 47 -49 -50 -51
leaf_value=0.0033862097976896433 -0.0036440730633854989 0.60086536259838841 -0.81128095260322641 1.5483899369239809 2.0194411307662015 -1.0627805101685226 -0.14157533374925454 -0.28564599246511946 0.50415737934055782 -0.61511327562232809 -2.4257630326531152 0.09180758896160357 -0.024926121509026223 -0.5892207225163778 1.3916099663823844 0.8188921861026599 -1.2271523186138698 1.2460514669832978 -1.364434345879338 -0.21337808659150631 0.072018512237008586 0.53349731190546046 0.03525829392054057 -0.43545643392466177 0.1711265691703496 -3.1842166761557262 0.79991688424890695 0.17689370058831716 0.00098454370814196981 -2.039418699575025 0.18621896613727917 -1.0132141265002164 -0.092393023175115802 0.10627932464597115 0.15562093549004835 0.032408627777799445 -0.21585451084405016 0.25747364299452824 -1.3827146403061656 0.12586956760462595 -0.8858143498372173 -0.076799163685992683 0.6123029335627298 -0.61215383171380222 -0.29451581106103703 1.7908267144803649 0.98021474087013394 -0.7761280521750451 -0.67182901948690421 -0.043603225678338249
leaf_weight=222208 256839 108 353 25 21 64 360 565 252 24 22 12876 6034 33 44 23 21 23 22 1183 9463 206 6295 227 3360 24 55 42 4615 43 22 22 5098 1744 1118 9769 3025 437 52 51 97 376 591 91 29 27 53 20 206 31163
leaf_count=222208 256839 108 353 25 21 64 360 565 252 24 22 12876 6034 33 44 23 21 23 22 1183 9463 206 6295 227 3360 24 55 42 4615 43 22 22 5098 1744 1118 9769 3025 437 52 51 97 376 591 91 29 27 53 20 206 31163
internal_value=0 0.0029014 -0.0104121 -0.198476 -0.222671 -0.335073 0.0975188 -0.164064 -0.101477 0.192466 -0.577594 0.0073995 0.054559 -1.32384 0.00742866 0.61699 -0.157629 0.295669 -0.00609039 -0.00571502 0.0496669 0.0818504 -0.0144556 -0.0154236 -0.0140302 0.0548263 -0.629255 -0.1986 0.0726682 -0.711857 -1.28613 -2.14591 -0.0233833 0.0194617 0.144982 -0.0146895 -0.0431872 -0.057335 0.0254374 -0.635746 0.0318226 -0.242707 0.280151 0.468803 -0.108127 0.710917 -0.228489 0.499025 -0.244926 -0.0394396
internal_weight=0 322582 81464 1830 1805 1336 469 983 919 354 102 241118 18910 55 448 88 44 47 79634 79612 10852 9669 68760 68652 68425 8183 208 162 7975 107 65 46 60242 19043 4073 14970 41199 34904 9872 103 2217 473 1856 738 147 56 3304 73 3231 31600
internal_count=579421 322582 81464 1830 1805 1336 469 983 919 354 102 241118 18910 55 448 88 44 47 79634 79612 10852 9669 68760 68652 68425 8183 208 162 7975 107 65 46 60242 19043 4073 14970 41199 34904 9872 103 2217 473 1856 738 147 56 3304 73 3231 31600
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=51
num_cat=0
split_feature=3 1 9 12 3 1 6 10 10 0 1 3 0 2 9 5 4 0 6 10 11 0 9 13 10 10 11 1 1 11 0 8 4 13 11 1 13 3 12 0 6 14 7 3 6 13 4 0 6 14
split_gain=571.552 3374.46 1497.42 1631.29 1205.14 1338.01 1204.25 1190.2 1794.63 1626.84 1488.84 4447.59 2006.9 1935.12 1555.24 1430.96 1405.86 1843.9 1317.07 1270.65 1154.96 1125.45 3826.18 2485.69 3891.62 6349.74 6079.94 5016.12 7724.12 5848.2 4425.76 4064.59 4097.4 3961.57 3647.51 5401.47 11809.3 7760.12 7318.92 3799.44 3593.15 4266.64 4204.2 5598.67 3624.95 5792.02 4732.09 3570.16 4432.48 3492.05
threshold=10.500000000000002 1252.60679 1.5000000000000002 2.5000000000000004 9.5000000000000018 1295.5484800000002 3.5000000000000004 0.71240601503759404 0.6984848484848486 414.71305928207005 1090.60427 9.5000000000000018 591.80209253207011 2.5000000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 414.71305928207005 1.5000000000000002 0.79361054766734285 0.29893617021276603 667.33407003207014 5.5000000000000009 0.16869918699186995 1.0000000180025095e-35 0.04083333333333334 0.05634920634920635 1507.78889 1889.9232450000002 0.23205128205128209 587.33831253207006 3.5000000000000004 4.5000000000000009 0.17445652173913045 0.23669467787114848 2404.6612800000007 0.12660256410256412 22.500000000000004 3.5000000000000004 631.84199253207009 3.5000000000000004 0.14119601328903655 1.0000000180025095e-35 22.500000000000004 2.5000000000000004 0.26138716356107666 6.5000000000000009 602.30456753207011 3.5000000000000004 0.23205128205128209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 7 8 10 -9 13 12 -12 14 16 18 17 -1 19 -11 -18 22 23 34 26 -26 31 -27 29 49 -28 32 47 -32 -2 -36 37 39 -39 -37 41 -30 -43 44 -44 46 -46 -25 -49 -29
right_child=21 2 3 -5 5 -7 -8 9 -10 15 11 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 24 25 27 30 28 40 -31 33 -33 -34 -35 35 36 -38 38 -40 -41 -42 42 43 -45 45 -47 -48 48 -50 -51
leaf_value=-0.56307750308169779 0.039064366781154269 -0.013067986779849265 -0.48778576278039876 -0.01200284322349306 -0.082140542105826678 -0.22415732065893612 -0.29710398015660655 -0.1454641341692216 0.14203400442465011 -0.075122771835086644 -0.058355820585239165 0.027344555942407662 -0.22619475267288208 0.54067159957190358 -0.084128512081050724 -0.035859259431718978 0.067796395688454095 -0.020493294284083384 -0.072834578813598116 0.014884579763781398 -0.040020503901560076 -0.0013115130453156619 -0.60518503845623228 0.11849386012742158 -1.3220183588363028 0.015867360590919043 -0.13705180848640611 -0.028939959937329025 0.12094922940885611 1.3098054182032746 -1.2290288359522821 0.44551491088571799 0.19453057414042496 0.032294561801619895 -0.045530344504969317 -0.29876353681087492 -1.9020362120048675 -0.64044736112867096 1.4569327465644699 -2.0525408018203009 0.22053085286965146 -0.14965236595092876 0.090796963810269457 -0.28065535337177167 0.045987145602703096 -0.4455317673378999 1.7605226928537545 -0.024785825611254031 -0.74453800183333707 -0.12347823699227395
leaf_weight=65 36528 2163 106 1072 1522 1176 138 894 1055 1672 4660 10305 841 75 1072 13664 9056 1720 2104 25324 1116 386566 101 2592 37 30865 2214 6290 2436 30 25 339 2539 6280 2392 30 51 28 41 21 867 2130 3683 545 60 291 22 2215 89 10314
leaf_count=65 36528 2163 106 1072 1522 1176 138 894 1055 1672 4660 10305 841 75 1072 13664 9056 1720 2104 25324 1116 386566 101 2592 37 30865 2214 6290 2436 30 25 339 2539 6280 2392 30 51 28 41 21 867 2130 3683 545 60 291 22 2215 89 10314
internal_value=0 -0.00785868 -0.079726 -0.116924 -0.157037 -0.144043 -0.00197472 -0.00142153 0.0139256 -0.0119552 0.00925061 -0.0114123 -0.0840153 0.0341741 0.0312585 -0.00916409 0.0416035 -0.0402513 0.00337072 0.00930997 0.0559675 0.0012552 0.0100315 0.0105816 -0.000210302 -0.0124214 0.0429366 -0.0115792 -0.0433452 -0.0851444 -0.0154183 0.106884 0.0914438 0.0272933 0.030973 -0.0843453 -0.627301 -0.0855379 0.605822 -1.02091 0.025948 0.00754465 -0.0334973 0.0202758 0.0607116 -0.236351 0.505984 0.0379844 -0.0525888 -0.0876648
internal_weight=0 79800 6039 3876 2804 2698 73761 73623 29965 43658 28910 15806 5501 13104 13029 42764 11957 1785 29100 26996 10172 499621 113055 112954 73863 57570 16293 57533 26668 16634 8519 7774 7435 6305 39091 2563 171 120 69 51 10034 9167 6731 4601 4056 373 82 4896 2304 16604
internal_count=579421 79800 6039 3876 2804 2698 73761 73623 29965 43658 28910 15806 5501 13104 13029 42764 11957 1785 29100 26996 10172 499621 113055 112954 73863 57570 16293 57533 26668 16634 8519 7774 7435 6305 39091 2563 171 120 69 51 10034 9167 6731 4601 4056 373 82 4896 2304 16604
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=51
num_cat=0
split_feature=13 10 0 5 8 12 12 10 10 10 3 14 14 7 0 13 0 11 0 12 10 1 14 10 0 14 7 11 13 10 13 14 10 4 14 5 10 14 0 4 6 0 1 0 1 13 4 5 8 3
split_gain=641.077 3091.59 3495.09 2663.39 3472.47 3856.87 5382.73 6015.3 3888.64 9043.45 3252.42 6203.13 9142.74 6067.31 6193.71 6145.09 5938.82 3818.65 4262.67 4704.23 5239.53 3200.39 5742.23 4101.26 2949.72 2826.55 2779.8 2533.7 3593.47 6410.42 4180.95 3108.42 4879.94 2925.14 7214.38 4433.52 5177.69 3003.79 2764.21 2635.97 3824.1 3298.9 4417.55 2602.19 2452.2 2350.23 2302.77 4846 4477.15 5351.71
threshold=0.077935222672064791 0.92637759710930456 550.61510669873678 9.5000000000000018 4.5000000000000009 3.5000000000000004 5.5000000000000009 0.55718954248366026 0.33771929824561409 0.082207207207207214 38.500000000000007 0.12060606060606062 0.15075757575757578 3.5000000000000004 1088.5892550320702 0.046536796536796543 1051.9390100320704 0.30860805860805868 1282.0928750320702 7.5000000000000009 0.22967032967032971 3035.3728750000005 0.12060606060606062 0.32971014492753631 1102.5722025320704 0.14119601328903655 2.5000000000000004 0.25290697674418611 0.028991596638655467 0.15075757575757578 0.036375661375661381 0.96225071225071235 0.36939571150097467 12.500000000000002 0.091966173361522213 3.5000000000000004 0.29520697167755999 0.27386363636363642 624.30663419873679 1.5000000000000002 2.5000000000000004 585.34972753207001 2404.6612800000007 587.33831253207006 1479.7281650000002 0.031754032258064523 5.5000000000000009 11.500000000000002 6.5000000000000009 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 8 21 26 9 -5 27 16 25 14 -14 -15 -12 18 19 24 -21 22 -7 -23 -18 -13 -8 31 -29 43 -31 33 -33 38 -35 37 -37 -36 39 -1 -41 44 -43 -30 -42 -10 -4 48 -48 -50
right_child=-2 2 46 4 -6 6 7 -9 45 -11 11 12 13 15 -16 -17 17 -19 -20 20 -22 23 -24 -25 -26 -27 -28 28 29 30 -32 32 -34 34 35 36 -38 -39 -40 40 41 42 -44 -45 -46 -47 47 -49 49 -51
leaf_value=-0.081506025014469463 0.0017812586845937256 0.45407356663263371 0.041234334335091043 -0.21607970458915438 -0.033210278106420195 0.1622770983921854 -0.98414642819762221 1.4199328953027726 -0.19122402024896523 1.8622305835996356 1.3152462712040656 1.2579059781699344 2.3672071831566948 0.5110818419605494 0.15702164825052023 -1.5174677082470485 -0.88953904455358335 0.62465410303128399 0.22356460482444407 0.45470938478197376 -1.5742743095755578 -0.75359087081686149 -1.8678009168668226 -2.3330763977679556 -2.5675267219543461 2.8032055645808578 0.18783933529082467 -0.2085846298971879 -0.29954860894756175 1.7976802514357999 0.37596748957889525 -0.018676451841990151 1.9313360296544575 1.9469549050697914 0.20988725319504742 2.0208618526160715 -0.25459199786186221 -1.2302681561027256 -0.029607192450200593 0.01700681803694435 -0.12940130300667821 -0.19737608534897247 0.74872788738745921 0.043838121300342245 0.64634362451177996 -1.4552417998512588 -0.020837146367088583 -1.1316964969421046 -0.15848191942487444 1.525072675725309
leaf_weight=2655 450290 187 18185 83 688 38 50 20 38 28 27 29 21 32 32 28 22 38 53 35 20 31 22 35 20 20 34 561 227 22 346 33 21 26 30 20 20 28 69223 17961 49 205 65 7932 242 24 9510 39 35 41
leaf_count=2655 450290 187 18185 83 688 38 50 20 38 28 27 29 21 32 32 28 22 38 53 35 20 31 22 35 20 20 34 561 227 22 346 33 21 26 30 20 20 28 69223 17961 49 205 65 7932 242 24 9510 39 35 41
internal_value=0 -0.00621139 0.0231968 -0.0143525 -0.169752 -0.402855 -0.671157 -0.138674 -0.046153 0.308179 -0.0126578 0.280508 0.747808 0.253111 1.03276 -0.435575 -0.0715982 -0.270773 -0.497614 -0.89166 -0.283103 -1.11067 -0.582085 -1.5912 -1.68858 1.88864 -0.509771 -0.0137667 0.0365696 0.0526985 0.460961 -0.0188172 0.739662 -0.0192696 0.466091 0.0732092 0.883135 -0.48536 -0.0199354 0.0116797 0.0250372 0.282139 0.0303897 0.0342844 0.51572 -0.680521 0.0202995 -0.0192536 -0.0147277 0.749751
internal_weight=0 129131 27997 101134 1091 403 230 104 173 111 100043 377 162 113 53 60 215 188 150 97 55 126 60 66 42 49 84 99666 9088 8527 368 90578 54 90524 124 98 40 58 90400 21177 18522 561 270 8159 291 62 27810 9625 9586 76
internal_count=579421 129131 27997 101134 1091 403 230 104 173 111 100043 377 162 113 53 60 215 188 150 97 55 126 60 66 42 49 84 99666 9088 8527 368 90578 54 90524 124 98 40 58 90400 21177 18522 561 270 8159 291 62 27810 9625 9586 76
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=51
num_cat=0
split_feature=3 1 8 3 1 13 9 13 1 4 8 14 0 4 13 10 7 13 0 9 11 14 14 0 1 1 0 0 0 14 0 10 0 13 6 0 0 10 10 0 4 10 10 2 9 6 10 13 5 5
split_gain=637.467 2280.27 3072.66 3698.42 3376.13 3539.8 3303.79 4161.07 6788.06 4016.59 3109.17 2939.87 2821.94 2400.64 3423.62 2378.89 2378.02 2846.54 2611.59 2331.12 2157.08 2063.48 2706.16 5038.46 3139.79 2951.09 2769.95 3615.68 6006.42 2551.46 2706.95 2770.26 2605.81 2858.63 2014.07 2712.5 3496.13 1969.22 3911.67 1967.63 1930.4 3686.42 6039.84 10162.8 9608.22 15326.7 8450.58 8323.16 7107.65 6127.89
threshold=22.500000000000004 2440.1592950000004 1.5000000000000002 20.500000000000004 2593.3173250000004 0.13423423423423428 2.5000000000000004 0.046536796536796543 2609.2027450000005 5.5000000000000009 4.5000000000000009 0.14907407407407411 825.46808753207006 8.5000000000000018 0.14119601328903655 0.63245614035087727 2.5000000000000004 0.27149877149877155 712.37379669873678 1.5000000000000002 0.10435571687840291 0.14119601328903655 0.053342816500711245 1002.03221753207 2298.0417150000007 2361.1247200000003 765.38439336540341 793.40564253207015 1046.2061533654035 0.21132376395534294 979.98498253207015 0.091966173361522213 782.40568753207003 0.56904761904761914 2.5000000000000004 908.49508003207006 782.40568753207003 0.40270270270270275 0.091966173361522213 797.48407503207011 7.5000000000000009 0.49418604651162795 0.73431372549019625 2.5000000000000004 2.5000000000000004 1.5000000000000002 0.74133811230585434 0.30151515151515157 5.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 11 10 6 -6 37 -9 -10 -5 -4 -13 -1 -15 -12 20 39 -19 -17 21 22 26 24 -24 -26 -16 -28 -29 30 31 -23 33 -33 -31 36 -36 38 -8 -18 -2 -42 43 -43 45 -45 47 49 -47 -44
right_child=40 2 3 4 5 -7 7 8 9 -11 15 12 -14 14 16 19 17 18 -20 -21 -22 29 23 -25 25 -27 27 28 -30 34 -32 32 -34 -35 35 -37 -38 -39 -40 -41 41 42 46 44 -46 48 -48 -49 -50 -51
leaf_value=-0.00088408892243976237 0.018904471851304807 -0.0048167832306170747 -0.00036892764360071668 -0.030710374423573595 -0.39573631577400703 -0.45681943817599313 0.2378472043050302 -0.80554991459304637 2.1088882273641127 0.57113428900881513 -0.76243153055508939 -1.1799821234544119 -0.33366632163524629 0.23549662488840975 -0.9090685164620137 -0.45932568039964228 -1.4168048369473425 0.75948751550732241 -0.18813473323170021 0.64024427711002296 -0.16172713507667116 0.56651604934172195 0.57564975728006929 0.040368963305543112 2.3329843540191653 0.70326511904597289 1.3101407051086427 -1.5908385221447263 0.28539309980204475 0.068171868918145792 0.064142586956944719 -0.63993078956709193 -1.173968003583806 0.62951173434654883 0.34693294376134876 0.057422117931204608 1.8364613303771387 0.4281473142760141 -1.2263187089727987 -0.35582391497763721 0.01151904901309711 0.24664220436247791 0.49148415864578321 -0.73017621827242929 -0.051682965052412044 0.045203069634179575 -0.018939461900516569 -0.17383783035808142 -0.60767432182758785 2.4639751844935951
leaf_weight=469535 57142 9211 83 4301 144 449 37 22 29 41 105 75 83 1016 29 51 29 33 245 31 389 22 85 123 25 20 23 21 91 1307 197 68 56 24 40 76 26 35 36 44 23056 523 28 752 1569 670 7121 45 222 36
leaf_count=469535 57142 9211 83 4301 144 449 37 22 29 41 105 75 83 1016 29 51 29 33 245 31 389 22 85 123 25 20 23 21 91 1307 197 68 56 24 40 76 26 35 36 44 23056 523 28 752 1569 670 7121 45 222 36
internal_value=0 -0.00143324 -0.0401763 -0.0991579 -0.0816751 -0.271889 -0.0305111 0.232451 0.726654 1.2082 -0.0480657 -0.482256 -0.735399 -0.000227807 0.0770214 -0.447237 0.0228637 -0.221577 -0.0756472 -0.0436346 0.0555863 0.0934434 0.29405 0.499152 0.933232 1.60866 -0.0223572 0.168121 -0.0664003 0.047379 -0.188147 -0.480505 -0.636143 -0.308772 0.107032 0.464714 0.933717 -0.188537 -0.484207 -0.777309 0.00767616 -0.0111825 -0.0589123 -0.162154 -0.228696 -0.397634 -0.00556375 0.868275 -0.117284 1.60101
internal_weight=0 488257 14733 5522 5281 793 344 200 92 70 4488 241 158 473524 3989 187 2973 351 278 82 2622 2233 417 253 130 45 164 135 112 1816 367 170 148 92 1449 142 66 108 73 73 91164 34022 10966 3736 3213 1644 7230 109 892 64
internal_count=579421 488257 14733 5522 5281 793 344 200 92 70 4488 241 158 473524 3989 187 2973 351 278 82 2622 2233 417 253 130 45 164 135 112 1816 367 170 148 92 1449 142 66 108 73 73 91164 34022 10966 3736 3213 1644 7230 109 892 64
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=51
num_cat=0
split_feature=7 13 1 3 8 10 0 4 2 10 13 14 4 4 3 5 10 1 4 0 12 6 14 4 14 14 1 0 0 6 10 2 4 4 14 8 4 14 1 0 0 13 13 6 1 10 1 14 0 10
split_gain=639.136 1040.98 2363.91 4590.61 1986.96 2032.59 3183.37 2042.86 2296.61 1855.65 1586.83 2493.53 2464.42 2277.23 3739.05 2155.75 5275.98 3854.59 3454.86 4139.65 3212.82 11468.5 3032.08 2736.65 3519.56 2616.17 2326.27 2239.55 2716.47 2232.23 5830.04 2402 2990.62 3517.94 2247.98 2230.54 3666.53 5758.01 3698.31 3591.65 3986.38 3740.47 6218.49 5799.72 3629.35 3442.98 3319.03 3158.1 3081.68 2891.82
threshold=1.0000000180025095e-35 0.30860805860805868 3757.3374450000006 34.500000000000007 7.5000000000000009 0.94868421052631591 988.52755753207009 5.5000000000000009 3.5000000000000004 0.17752100840336138 0.53452380952380962 0.62731481481481499 7.5000000000000009 10.500000000000002 24.500000000000004 5.5000000000000009 0.15894736842105264 2504.0887350000007 6.5000000000000009 799.92030253207008 4.5000000000000009 2.5000000000000004 0.56904761904761914 5.5000000000000009 0.38956639566395673 0.46737588652482276 2361.1247200000003 908.49508003207006 931.97496003207004 2.5000000000000004 0.26393188854489169 2.5000000000000004 2.5000000000000004 3.5000000000000004 0.47140522875816998 1.5000000000000002 8.5000000000000018 0.037749287749287756 3305.7150050000014 649.66348669873685 1041.0348750320702 0.48331479421579543 0.40270270270270275 1.0000000180025095e-35 2697.3841150000003 0.23606811145510839 3383.3926800000004 0.23606811145510839 867.39038253207002 0.39339826839826847
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 -1 7 -7 -6 -9 -5 11 15 -13 -12 -15 17 18 26 -17 -20 23 -22 35 27 -25 -26 29 -18 -29 -3 31 -31 -33 -34 -35 36 39 -38 -39 -19 41 42 43 45 48 -41 -37 -43 -44 -45
right_child=-2 2 3 9 5 6 -8 8 -10 -11 13 12 -14 14 -16 16 20 22 19 -21 21 -23 -24 24 25 -27 -28 28 -30 30 -32 32 33 34 -36 46 37 38 -40 40 -42 47 44 49 -46 -47 -48 -49 -50 -51
leaf_value=-0.0008444392314230398 -0.0028226871959243574 0.024595183540943012 1.7140499370793503 0.67135039567947397 0.06529969615715274 -1.7717056417465209 -0.33156094663974012 -0.08741415343097142 -1.4233606479384684 -0.60013125538825995 0.0010593888379676229 -0.14728356878968735 -1.187516648619203 0.33047018209472301 -1.0433934772243867 -0.18250677977041663 -0.025362281065089066 -0.61905825215001264 -1.7371004862710835 -0.45117195558612766 0.039473480485924861 2.6585942293916429 1.1803512434940786 -0.41420458424579487 0.8793448060005904 -0.076201244919459427 -0.13162607775141413 1.1135767079061931 0.1961670522625821 0.20205475642695092 -0.003937565388128372 1.3250611780418291 -0.14145346924259858 0.8407864358864332 -0.03803847564591302 0.090147786857702292 1.5534998917579652 -0.072428192631449811 -1.4494054065509276 1.9331673309206963 -0.041535726606086537 0.52792373677094784 1.3473376610263119 -0.15923327219872072 1.7718861651917299 0.27964729309082031 -0.98154066602389012 -1.0295696009760318 -0.074577194231527824 0.74918464504036253
leaf_weight=146600 336420 35309 24 22 178 20 66 31 22 24 53964 79 32 32 52 524 626 31 32 115 82 21 30 290 40 101 910 36 312 410 1133 45 74 152 36 787 20 172 22 34 111 30 35 112 72 20 30 23 27 51
leaf_count=146600 336420 35309 24 22 178 20 66 31 22 24 53964 79 32 32 52 524 626 31 32 115 82 21 30 290 40 101 910 36 312 410 1133 45 74 152 36 787 20 172 22 34 111 30 35 112 72 20 30 23 27 51
internal_value=0 0.00390784 0.0120012 0.592911 -0.00138522 -0.251475 -0.666478 -0.0969715 -0.641958 0.00796866 0.0115777 0.0261671 -0.447171 0.000249546 -0.520017 0.0274224 -0.069419 0.0327409 -0.302691 -0.731102 0.0343777 0.573469 0.184447 -0.0051429 -0.214946 0.194876 0.026337 0.0876962 0.291071 0.0302054 0.137282 0.360436 0.571956 0.442605 0.672501 0.165501 0.28881 -0.0620307 -0.22858 0.426319 0.489245 0.635078 0.753316 0.422557 1.28895 1.32075 0.0507957 -0.14797 0.728117 0.124996
internal_weight=0 243001 96084 70 146917 317 86 231 53 46 96014 41966 111 54048 84 41855 2179 39676 671 147 1508 103 1607 1405 431 141 38069 974 348 37159 1850 717 307 262 188 1577 760 214 194 546 515 404 351 217 134 54 817 53 62 163
internal_count=579421 243001 96084 70 146917 317 86 231 53 46 96014 41966 111 54048 84 41855 2179 39676 671 147 1508 103 1607 1405 431 141 38069 974 348 37159 1850 717 307 262 188 1577 760 214 194 546 515 404 351 217 134 54 817 53 62 163
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=51
num_cat=0
split_feature=3 0 0 12 0 5 2 10 10 9 6 0 11 9 13 5 3 13 5 1 1 8 10 5 12 6 4 3 10 3 13 13 13 0 13 0 10 13 0 10 12 4 5 14 14 14 14 5 1 0
split_gain=618.754 4618.49 2383.54 4577.63 2803.07 2090.24 1969.74 5812.61 5079.23 16126.9 3664.21 5148.61 4534.07 3444.15 3224.84 2697.12 4513.36 2492.93 2834.01 2438.66 2232.74 2166.65 2881.44 2128.4 2085.33 3029.56 3262.79 3126.44 2397.94 3025.47 2051.79 2035.21 2033.06 1974.06 3390.53 1992.53 1953.56 1862.68 1848.31 1843.15 2501.04 1839.66 1819.69 1856.99 1807.46 1805.55 2331.02 2078.77 3377.94 1987.06
threshold=20.500000000000004 1135.5863325320704 597.95580503207009 5.5000000000000009 593.96505336540338 1.5000000000000002 3.5000000000000004 0.42206477732793529 0.16441441441441443 3.5000000000000004 2.5000000000000004 593.96505336540338 0.48749218261413391 3.5000000000000004 0.73431372549019625 3.5000000000000004 18.500000000000004 0.47140522875816998 2.5000000000000004 1566.7205450000004 2220.9968100000001 1.0000000180025095e-35 0.5270467836257311 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 6.5000000000000009 17.500000000000004 0.28388278388278393 17.500000000000004 0.62678571428571439 0.10762548262548265 0.89039039039039047 545.27333086540352 0.24695121951219515 518.73793503207014 0.73431372549019625 0.074537037037037054 569.77478253207005 0.23166368515205729 2.5000000000000004 5.5000000000000009 1.5000000000000002 0.40967365967365971 0.52440476190476204 0.65108695652173931 0.20256410256410259 3.5000000000000004 2298.0417150000007 583.29167253207027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 45 -5 -3 -1 8 10 14 12 17 19 21 15 24 -17 33 -19 -8 39 22 -9 38 25 26 28 42 29 -10 -22 36 -15 35 -35 -12 -23 -26 -21 40 41 -11 -27 -44 -24 46 49 48 -47 -2
right_child=2 5 -4 4 -6 -7 7 13 9 20 11 -13 -14 32 -16 16 -18 18 -20 23 30 31 44 -25 37 27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 47 -48 -49 -50 -51
leaf_value=-0.0014548566285274103 0.20378525583143522 -0.014829649991585318 0.0073752130699955608 -1.3953290760517121 -0.012874165448275479 -0.15382342945997604 1.1033824265003205 0.024192810313314453 1.1798951277509333 0.61950911446252754 0.68437772939602537 1.713657832145691 -1.5082695790287108 -0.48140389156184704 0.99745052047073846 0.86102554646073559 -0.28810736096538275 -1.0182158113039772 0.22902698270330324 -0.063010319554102454 -0.11422553038155592 0.40098995215752553 -0.4693586711413586 -1.0327556249499321 -0.066632196205408931 0.40364673011230701 0.28915056246224535 0.70353622185205344 0.81081065592613621 2.7246150266556515 0.92722458080811931 -0.11886982186323898 -1.5907000422477724 0.2186476426009013 1.4594451749883595 -0.27969052184302851 -0.54576229023933409 0.51055070998880903 0.12869499682751182 -0.68835131740995825 -0.88201367278252885 -0.4057890420158704 0.23369941711425782 -0.96236405438847017 -1.3876314701857391 -0.3963263594187223 -0.2773239875736378 -0.02971698122970555 0.97178955407718481 -0.1901050823963123
leaf_weight=436252 266 1737 132232 44 22 2869 20 117 32 42 36 26 20 95 112 49 113 29 49 1450 135 170 104 20 97 66 43 201 47 21 22 374 20 49 40 53 25 132 770 140 31 30 25 27 27 26 590 218 59 247
leaf_count=436252 266 1737 132232 44 22 2869 20 117 32 42 36 26 20 95 112 49 113 29 49 1450 135 170 104 20 97 66 43 201 47 21 22 374 20 49 40 53 25 132 770 140 31 30 25 27 27 26 590 218 59 247
internal_value=0 -0.0017898 0.00596649 -0.120581 -0.934511 -0.101407 -0.00074962 0.0625681 0.115851 0.27166 0.0328384 0.372889 -0.00922047 -0.161941 0.492957 0.426716 0.0594699 0.236717 -0.234691 0.00404545 -0.262219 -0.0898187 -0.336487 -0.00577006 0.512814 0.63512 1.01759 0.463668 1.33082 1.79195 0.0317102 0.0176923 -0.674325 0.44329 0.776309 0.11027 0.279611 0.266067 0.00348206 -0.452123 -0.131036 0.192302 0.0550792 -0.387334 -0.658621 -0.0823737 -0.141768 0.133838 0.553307 0.0141344
internal_weight=0 445717 133704 1472 66 4606 441111 4859 3927 1365 2562 282 2280 932 965 853 162 256 78 2260 400 817 248 2240 691 462 143 319 100 53 157 569 115 178 89 89 195 229 2220 243 103 72 118 52 131 1406 1103 303 85 513
internal_count=579421 445717 133704 1472 66 4606 441111 4859 3927 1365 2562 282 2280 932 965 853 162 256 78 2260 400 817 248 2240 691 462 143 319 100 53 157 569 115 178 89 89 195 229 2220 243 103 72 118 52 131 1406 1103 303 85 513
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
PrecursorMz=2716
PosIndexL=2109
NegIndexL=1568
NegIndexR=1558
NumBulky=1511
Mass=1502
PepLength=1361
NumTiny=1246
NumProlines=1061
NumPos=941
NumSerines=862
PosIndexR=796
NumGlycines=783
NumNeg=783
PrecursorCharge=553

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.1]
[num_leaves: 51]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 20]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
