text
stringlengths
0
689
internal_weight=243.001 237.022 232.046 227.069 14.921 212.148 112.32 99.8277 33.5471 28.8178 23.6367 71.0099 61.5742 30.6513 30.9229 24.936 14.7195 18.6433 11.6911 10.2165 21.2175 78.7732 67.5637 27.3005 20.331 12.9069 40.2633 18.4317 13.4554 21.8315
internal_count=977 953 933 913 60 853 452 401 135 116 95 285 247 123 124 100 59 75 47 41 85 317 272 110 82 52 162 74 54 88
is_linear=0
shrinkage=0.05
Tree=5
num_leaves=31
num_cat=0
split_feature=6 2 5 1 2 5 4 3 2 5 5 3 5 3 1 0 2 4 0 0 0 0 0 6 0 3 6 5 6 4
split_gain=4.6395 3.33526 5.38749 4.97429 4.92292 8.01215 3.72262 2.92054 5.64259 4.47628 4.91058 3.91578 3.4696 6.71218 3.43726 3.14326 7.87333 7.70878 2.87111 4.83467 2.48248 4.97404 5.5141 7.94818 5.4009 5.15508 4.91936 2.76004 3.87723 2.59403
threshold=2.6376565835439769 0.047941268174505954 0.0080554025067821958 0.02483335445351938 0.008540882847378738 0.0063205937050685758 0.0051729630706625071 -0.027674017919418769 0.0064707667091408799 0.0089508404282512503 0.010278329511971655 0.0044927098104376954 0.0086178085074447765 0.0028209263125966184 0.05094402...
decision_type=2 2 2 2 2 2 2 2 2 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 14 -9 12 15 -12 13 -10 -4 16 17 -11 19 -3 -1 25 -23 24 -24 -22 27 28 -26 -29
right_child=-2 18 6 4 5 -7 -8 8 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.024296794912019998 0.046657208122425187 -0.033411460033362518 -0.039264495477466618 -0.0065237711727174552 0.0079711233189938835 -0.067749486843055803 -0.032819851083059987 0.057225741881484986 0.04580071473124829 0.039308917970510025 0.053634014678070455 0.0036551238799938887 0.048563153932728087 -0.01928...
leaf_weight=9.9352640956640226 5.2133208513259879 8.3945418596267718 5.730354502797125 23.945475831627846 5.2380216568708411 10.489452287554739 4.9422219544649115 7.1854799836873999 7.6628690958023098 5.9785703271627382 6.6752089858055141 9.491839870810507 11.141620993614195 8.1983315646648389 4.9657139331102371 14.234...
leaf_count=40 21 34 23 96 21 43 20 29 31 24 27 38 45 33 20 57 21 28 25 27 26 30 23 21 31 44 32 20 27 20
internal_value=-1.22369e-06 -0.0010261 0.000836907 -0.00638539 -0.020798 -0.0425308 0.00947055 0.0117072 0.0148852 0.010859 0.00178432 0.0242909 0.0271787 0.0121572 -0.012879 -0.00944815 -0.0232378 -0.00234029 -0.0198835 -0.00811161 0.00095078 -0.00245993 0.00545547 -0.0013753 0.00651725 -0.0255608 0.0144217 0.00334067...
internal_weight=242.555 237.342 216.002 117.614 39.6729 15.7275 98.3877 93.4455 82.7494 75.5639 48.5611 16.167 27.0028 15.8612 10.6961 32.3941 18.1593 12.9442 21.3398 15.1132 77.9412 68.006 50.6507 43.238 38.0768 17.3552 32.3729 24.4653 14.4812 9.98409
internal_count=977 956 870 474 160 64 396 376 333 304 195 65 109 64 43 130 73 52 86 61 314 274 204 174 153 70 130 98 58 40
is_linear=0
shrinkage=0.05
Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 0 4 5 5 1 2 5 1 2 2 5 4 5 2 4 5 1 4 6 3 5 3 2 4 1 1 0 5
split_gain=4.37235 5.1052 3.87054 3.19098 5.55244 4.24114 5.54729 5.385 4.89581 5.17566 4.19815 3.02371 2.76413 4.73653 2.7111 2.51804 2.47444 2.37367 2.36294 3.98423 7.02716 4.61117 4.71306 4.36997 7.55532 4.29614 3.22809 3.65624 2.63886 2.20276
threshold=16.614435895609052 18.995031563094347 21.687437437226205 0.0053263564706360631 0.011634397188720462 0.0080010497926966389 0.02483335445351938 0.0047425349311582699 0.0088594271354076101 0.020199226267612828 0.0091888721438894202 0.047941268174505954 0.010278329511971655 0.00066877327663750219 0.00858929473728...
decision_type=2 2 2 2 2 2 2 2 2 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 18 -7 9 16 15 12 -10 -14 -11 -8 -9 -15 19 20 -4 22 -22 26 -25 -26 27 -21 -20 -12
right_child=1 2 3 4 -6 7 10 8 11 14 29 -13 13 17 -16 -17 -18 -19 28 23 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.042316426174738409 -0.051311564861343632 0.043738869195879361 0.028751309839169348 -0.050201681648842457 0.011477417203794875 0.059115320933546114 -0.029342960719970803 0.027223098771080645 -0.0046405321064048868 -0.015514501434837461 -0.029371490642524423 -0.027980561687075418 0.052425395971972433 0.02069...
leaf_weight=5.9536453634500495 4.9500203579664221 4.9512074440717688 6.4636461287736848 8.3840327113866788 6.4603678882122031 4.9240594506263724 9.2172866016626376 7.6456158608198184 40.54876346886158 8.4472880363464338 7.3615766167640668 9.3967457413673383 6.6433909237384823 5.9755325466394407 4.945595756173133 11.973...
leaf_count=24 20 20 26 34 26 20 37 31 163 34 30 38 27 24 20 48 23 21 23 33 37 24 25 20 20 34 33 20 22 20
internal_value=-1.66762e-06 -0.00106925 7.15354e-06 -0.000950509 -0.0233586 0.000624072 -0.00605476 0.00813891 0.00548218 0.0236301 -0.0231377 -0.00165609 0.00257871 0.0189658 0.0016985 -0.00969883 0.04575 -0.000845457 0.00120348 -0.00233401 -0.0168908 -0.030798 -0.0163437 0.00783259 -0.0100301 0.00944038 0.0232662 0.0...
internal_weight=241.952 235.998 231.048 226.097 14.8444 211.253 111.848 99.4049 94.4808 26.6718 33.3516 67.809 58.4123 17.8635 13.3929 21.1903 13.2789 11.2201 78.4962 67.3046 27.6766 21.213 15.3223 39.628 18.3685 13.4207 21.2595 13.0806 11.1916 12.1613
internal_count=977 953 933 913 60 853 452 401 381 108 135 273 235 72 54 85 54 45 317 272 112 86 62 160 74 54 86 53 45 50
is_linear=0
shrinkage=0.05
Tree=7
num_leaves=31
num_cat=0
split_feature=6 6 1 3 5 1 5 3 0 2 1 3 5 6 6 2 3 3 4 2 0 1 1 2 5 4 3 0 5 6
split_gain=4.04691 2.80642 2.96502 4.95206 5.86282 4.87516 5.49656 4.76753 4.63919 4.72669 4.38125 3.92455 3.84025 5.04386 7.20435 4.84958 4.84443 4.28453 4.2347 3.21671 2.902 5.50836 3.19555 2.85873 2.64302 4.27848 4.14136 9.87431 2.53194 2.31935
threshold=2.6376565835439769 2.3479595869939884 0.0039040388769173008 0.0073045642972574586 0.0080554025067821958 0.013844140912729216 0.0086178085074447765 0.0019038671217015124 74.611810176188769 0.024636493952763652 0.014463215053819924 0.019154917433849346 0.0063205937050685758 0.53830809719564432 0.855088411297848...
decision_type=2 2 2 2 2 2 2 2 2 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 7 29 -7 12 9 -1 -6 -8 13 17 23 -16 18 -4 20 -12 -14 22 -22 -15 25 -21 -26 -28 -9 -5
right_child=-2 -3 3 5 10 6 11 28 -10 -11 19 -13 16 14 15 -17 -18 -19 -20 24 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0098798596151374856 0.04373125606945158 -0.037304838562283685 -0.0066848589044381209 -0.050095550373894085 0.045323408998188777 -0.042469347655693344 0.033011763606991866 0.0020615202136412508 -0.015627964075950587 0.075462143538135906 0.036104496753530967 -0.011816953124140425 0.0097787917494728989 -0.067...
leaf_weight=6.1945456713438052 5.176411807537078 5.1946257501840583 5.9880446642637244 8.1508331000804883 9.8101924210786802 5.4240222722291973 11.671971440315248 5.1542036533355695 5.9822745621204367 4.9371422976255417 9.0822743922471982 8.3928021937608701 5.6610774844884899 5.2007158845663088 8.3985548764467257 8.113...
leaf_count=25 21 21 24 33 40 22 47 21 24 20 37 34 23 21 34 33 23 33 25 27 22 40 23 31 38 55 31 29 21 99
internal_value=-1.80473e-06 -0.000960214 -0.000142946 -0.00174524 0.00290262 -0.0141981 0.00218843 -0.00514199 0.0198831 0.038967 0.0145999 0.0142606 -0.00917656 0.000987277 -0.0108399 0.0110106 -0.0207016 0.0254675 -0.013299 0.00898304 -0.0219744 -0.0305813 -0.00659378 -0.0389103 0.00345737 0.0167621 -0.00768335 -0.02...
internal_weight=241.381 236.204 231.01 213.896 155.76 58.1353 25.4888 92.2897 17.114 11.1317 63.4707 20.0648 81.9594 43.5516 29.3646 16.5116 38.4077 14.187 32.7214 53.6605 26.5462 20.8852 11.1527 12.853 44.5782 20.316 24.2622 14.8379 10.3303 32.6465
internal_count=977 956 935 866 631 235 103 374 69 45 257 81 332 176 119 67 156 57 133 217 108 85 45 52 180 82 98 60 42 132
is_linear=0
shrinkage=0.05
Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 3 4 4 5 2 1 5 4 3 1 5 2 1 4 5 0 2 3 2 3 2 1 4 6 3 5 3 2
split_gain=3.8395 4.66676 3.60591 2.69175 5.43291 3.77305 5.94549 5.20928 4.28946 5.8176 4.4981 5.4038 3.77193 5.57677 3.47216 2.92118 8.10854 3.86125 6.08153 5.58121 3.53443 2.79032 2.32761 2.13502 3.55199 6.48339 5.09977 4.80517 3.65803 6.84478
threshold=16.614435895609052 18.995031563094347 -0.030567182998480234 0.0053263564706360631 0.0061972820761844192 0.0080010497926966389 0.0064707667091408799 0.02483335445351938 0.0089508404282512503 0.0024925681235525858 0.0065793146815472442 0.020405778690767179 0.0063205937050685758 0.008540882847378738 0.0378176660...
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 23 9 10 11 -8 21 14 -14 16 17 18 19 -10 -17 -9 -13 24 25 -4 27 -27 -26 -30
right_child=1 2 3 4 -6 6 8 12 15 -11 -12 22 13 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.039773026548017669 -0.049169168142840364 0.038538990311774428 0.025566149623119368 -0.059331423403142951 0.0027388143951517555 0.051791542440570375 0.054398112383419066 0.025087177740510391 0.02478674196270839 0.068363861715190308 -0.028140071473936865 -0.025943563209481518 0.0098372250801905033 -0.0650573...
leaf_weight=5.9182609766721717 4.9236351847648612 5.9216571003198615 6.943924024701114 5.8003732711076728 8.9883693158626539 7.0730011016130439 7.5545665919780829 5.7280579060316086 6.9635131061077127 5.1008585989475241 5.955574542284011 4.9495696127414686 6.9741881191730517 8.9896580874919874 4.9734102189540863 16.722...
leaf_count=24 20 24 28 24 36 29 31 23 28 21 24 20 28 38 20 67 52 26 20 24 29 27 25 45 88 26 33 23 20 54
internal_value=-1.93099e-06 -0.00100351 2.71123e-05 -0.000990162 -0.0216061 0.000465875 0.00763959 -0.00581365 0.00419517 0.0197607 0.00969929 0.02176 -0.0223464 -0.0353085 -0.0129247 -0.00340357 0.00537304 -0.011593 -0.0236159 -0.0055727 -0.0170616 -0.000562363 -0.000392433 0.00124131 -0.00212947 -0.016102 -0.0304526 ...
internal_weight=240.945 235.027 230.103 224.182 14.7887 209.393 97.7376 111.655 90.6646 29.7414 24.6406 18.685 33.3956 20.9373 11.9476 60.9232 37.0896 24.2945 17.8139 12.8951 23.8336 12.4583 11.1304 78.2597 67.084 27.106 20.1621 12.1032 39.9779 18.3133
internal_count=977 953 933 909 60 849 396 453 367 121 100 76 136 86 48 246 150 98 72 52 96 50 45 317 272 110 82 49 162 74
is_linear=0
shrinkage=0.05
Tree=9
num_leaves=31
num_cat=0
split_feature=6 6 1 1 2 3 4 5 2 6 5 2 6 6 2 4 1 1 0 0 4 4 0 0 3 5 6 6 1 3
split_gain=3.52681 2.48206 3.05181 4.32433 6.19139 3.83496 6.53667 4.68314 3.34513 4.15469 4.95537 5.00865 4.58943 6.00807 3.94054 3.2778 5.18395 2.65525 6.29917 2.27669 3.81058 3.90869 3.80558 5.81987 3.85342 3.1154 3.09952 5.56055 2.87628 2.55771
threshold=2.6376565835439769 1.885747033263286 0.0040928662728540732 0.0032580895819826557 0.028632027088175156 0.019677313490167065 0.0061972820761844192 0.0080010497926966389 0.0071996870630718019 0.58659552060855857 0.0093617795548848731 0.020165453364043736 1.025363947001009 1.2854743227080816 0.013318987526220351 ...
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 19 -9 10 11 -10 14 -14 -11 -16 -17 18 -3 -4 21 25 -22 24 -24 -21 27 -25 -23 -29
right_child=-2 17 5 -5 -6 6 -8 8 9 12 -12 -13 13 -15 15 16 -18 -19 -20 20 22 28 23 26 -26 -27 -28 29 -30 -31
leaf_value=-0.033600746249430914 0.041000703149142448 0.038967579581068203 0.024339741752488715 0.057774324082730283 0.039419034025080568 -0.048263507569738545 0.01209544292444582 0.033601953196700438 -0.019778602330046618 -0.0060150355049379709 -0.047037972723191657 0.043266510696315957 -0.040678343581690812 0.0154818...
leaf_weight=5.6828169971704501 5.1320751011371604 4.9496380239725131 5.6527985781431189 5.4232916086912146 5.9346408694982529 10.665641218423845 7.741117760539054 12.447028413414953 8.169338673353197 7.6693101376295116 7.1694367676973334 5.1277572959661475 7.5728472620248821 12.831853225827215 10.4659371227026 5.445829...
leaf_count=23 21 20 23 22 24 44 31 51 33 31 29 21 31 52 43 22 31 35 20 28 45 51 37 45 24 26 35 22 30 27
internal_value=-3.08084e-06 -0.000898457 0.000599665 0.0209098 0.00370054 -0.00113456 -0.022879 0.00107475 0.0096643 0.00553429 -0.013532 0.00453348 0.0130855 -0.00536105 0.0251217 0.035239 0.0186078 -0.018522 -0.000835586 -0.00644906 -0.00836331 -0.02188 -0.000611495 -0.00686271 -0.0325751 -0.000899838 0.00525463 -0.0...
internal_weight=240.156 235.024 216.61 17.0407 11.6175 199.569 18.4068 181.163 84.5903 72.1433 20.4665 13.2971 51.6767 20.4047 31.272 23.6027 13.1368 18.4133 9.85885 96.5724 90.9196 33.1378 57.7817 46.6986 14.9581 13.294 31.7404 23.1958 19.8439 12.0518
internal_count=977 956 881 69 47 812 75 737 344 293 83 54 210 83 127 96 53 75 40 393 370 135 235 190 61 54 129 94 81 49
is_linear=0
shrinkage=0.05