tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1
objective=regression
feature_names=Column_0 Column_1
feature_infos=2:0:1 3:1:0:2:4
tree_sizes=336 341 342 344 344 343 344 344 341 342 345 399 403 402 402 403 401 403 462 461 525 465 529 590 594 532 593 597 598 597

Tree=0
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=48460.3 16083.9
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=-8.8330089269488461 -11.149798790282674 -9.990865016596139
leaf_count=241 240 239
internal_value=0 -5.81926
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=1


Tree=1
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=39252.8 13027.9
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=1.0409464768848975 -1.0441644708315532 -0.0011240087228410226
leaf_count=241 240 239
internal_value=0 -5.23733
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=2
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=31794.8 10552.6
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.93685182793011812 -0.93974800507227574 -0.0010116072409838892
leaf_count=241 240 239
internal_value=0 -4.7136
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=3
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=25753.8 8547.63
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.84316664592853729 -0.84577320694923408 -0.00091044645211912673
leaf_count=241 240 239
internal_value=0 -4.24224
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=4
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=20860.6 6923.58
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.75884998804306092 -0.76119585434595749 -0.00081940255586689179
leaf_count=241 240 239
internal_value=0 -3.81801
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=5
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=16897.1 5608.1
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.68296498302602182 -0.68507628838221235 -0.00073746163234851135
leaf_count=241 240 239
internal_value=0 -3.43621
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=6
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=13686.6 4542.56
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.61466848246784134 -0.61656866470972704 -0.00066371566597002104
leaf_count=241 240 239
internal_value=0 -3.09259
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=7
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=11086.2 3679.48
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.55320163703063707 -0.55491176048914592 -0.00059734358318389729
leaf_count=241 240 239
internal_value=0 -2.78333
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=8
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=8979.79 2980.38
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.4978814694891332 -0.49942059914271042 -0.00053760866126996388
leaf_count=241 240 239
internal_value=0 -2.505
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=9
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=7273.63 2414.1
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.44809332665566093 -0.44947853485743211 -0.00048384780929303073
leaf_count=241 240 239
internal_value=0 -2.2545
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=10
num_leaves=3
num_cat=2
split_feature=0 0
split_gain=5891.64 1955.42
threshold=0 1
decision_type=1 1
left_child=-1 -2
right_child=1 -3
leaf_value=0.40328399452431074 -0.40453068186839425 -0.00043546475930856431
leaf_count=241 240 239
internal_value=0 -2.02905
internal_count=720 479
cat_boundaries=0 1 2
cat_threshold=4 1
shrinkage=0.1


Tree=11
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=4782 1222.95 268.402
threshold=0 1 2
decision_type=1 1 1
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.36295558842385955 -0.36407761971155805 0.024665412917602228 -0.10275378087733655
leaf_count=241 240 192 47
internal_value=0 2.08145 -3.10465
internal_count=720 433 287
cat_boundaries=0 1 2 3
cat_threshold=28 4 1
shrinkage=0.1


Tree=12
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=3898.09 971.618 218.276
threshold=0 1 2
decision_type=1 1 1
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.32666003407284433 -0.32766986290613809 -0.024978879374715404 0.095136444422663488
leaf_count=241 240 190 49
internal_value=0 -1.89515 2.77956
internal_count=720 430 290
cat_boundaries=0 1 2 3
cat_threshold=24 1 4
shrinkage=0.1


Tree=13
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=3164.18 792.731 165.046
threshold=0 1 2
decision_type=1 1 1
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.2939940260653674 -0.29490287701288859 0.021631316761492297 -0.089980512730618745
leaf_count=241 240 192 47
internal_value=0 1.69313 -2.52545
internal_count=720 433 287
cat_boundaries=0 1 2 3
cat_threshold=28 4 1
shrinkage=0.1


Tree=14
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=2581.34 628.925 133.604
threshold=0 1 2
decision_type=1 1 1
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.26459463013652945 -0.26541259566942854 -0.021883198595973419 0.083459668013514315
leaf_count=241 240 190 49
internal_value=0 -1.5422 2.26189
internal_count=720 430 290
cat_boundaries=0 1 2 3
cat_threshold=24 1 4
shrinkage=0.1


Tree=15
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=2095.04 513.312 100.713
threshold=0 1 2
decision_type=1 1 1
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.23813516505031665 -0.23887133533755939 0.018968067239135661 -0.078794140257733944
leaf_count=241 240 192 47
internal_value=0 1.37771 -2.05496
internal_count=720 433 287
cat_boundaries=0 1 2 3
cat_threshold=28 4 1
shrinkage=0.1


Tree=16
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=1710.61 406.602 81.0771
threshold=0 1 2
decision_type=1 1 1
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.2143216435345377 -0.21498420154054962 -0.019173357764344763 0.073216895850337291
leaf_count=241 240 190 49
internal_value=0 -1.25544 1.8413
internal_count=720 430 290
cat_boundaries=0 1 2 3
cat_threshold=24 1 4
shrinkage=0.1


Tree=17
num_leaves=4
num_cat=3
split_feature=1 0 0
split_gain=1388.11 331.995 60.9095
threshold=0 1 2
decision_type=1 1 1
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.19288948220336091 -0.19348576948046686 0.016630720015867458 -0.068997389585413835
leaf_count=241 240 192 47
internal_value=0 1.12143 -1.67271
internal_count=720 433 287
cat_boundaries=0 1 2 3
cat_threshold=28 4 1
shrinkage=0.1


Tree=18
num_leaves=5
num_cat=4
split_feature=1 0 0 1
split_gain=1134.48 262.515 48.7078 2.48829
threshold=0 1 2 3
decision_type=1 1 1 1
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.20089982231458028 -0.17413719621797405 -0.016800924592998378 0.064232133480967318 0.10543022665891562
leaf_count=140 240 190 49 101
internal_value=0 -1.02239 1.4995 1.73601
internal_count=720 430 290 241
cat_boundaries=0 1 2 3 4
cat_threshold=24 1 4 16
shrinkage=0.1


Tree=19
num_leaves=5
num_cat=4
split_feature=1 0 0 1
split_gain=927.212 212.637 40.4789 1.707
threshold=0 1 2 3
decision_type=1 1 1 1
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.18214917580286663 -0.1567234794298808 -0.015120831813715326 0.057808917030996214 0.095837031291411801
leaf_count=140 240 190 49 101
internal_value=0 -0.92015 1.35976 1.57512
internal_count=720 430 290 241
cat_boundaries=0 1 2 3 4
cat_threshold=24 1 4 16
shrinkage=0.1


Tree=20
num_leaves=6
num_cat=5
split_feature=1 0 1 0 1
split_gain=763.453 176.96 45.6624 1.69601 1.12486
threshold=0 1 2 3 4
decision_type=1 1 1 1 1
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.16514858953158063 -0.082050676689934487 0.01423056487019494 -0.16923761726204867 -0.058905476838984387 0.087116722910253852
leaf_count=140 97 192 143 47 101
internal_value=0 0.839154 -1.23302 -0.696589 1.42914
internal_count=720 433 287 144 241
cat_boundaries=0 1 2 3 4 5
cat_threshold=28 4 2 1 16
shrinkage=0.1


Tree=21
num_leaves=5
num_cat=4
split_feature=1 0 0 1
split_gain=628.923 138.856 25.4551 0.69576
threshold=0 1 2 3
decision_type=1 1 1 1
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.14973471887906395 -0.12765117332339287 -0.013222650887113753 0.050604972547414355 0.079189887669709358
leaf_count=140 240 190 49 101
internal_value=0 -0.753377 1.12433 1.29669
internal_count=720 430 290 241
cat_boundaries=0 1 2 3 4
cat_threshold=24 1 4 16
shrinkage=0.1


Tree=22
num_leaves=6
num_cat=5
split_feature=1 0 1 1 0
split_gain=516.502 118.157 37.9803 0.383684 0.279021
threshold=0 1 2 3 4
decision_type=1 1 1 1 1
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.13575947690010071 -0.061080493079018354 0.012500839036169964 -0.14148918429231333 0.071984320825284664 -0.051692664052577733
leaf_count=140 97 192 143 101 47
internal_value=0 0.694229 -1.01018 1.17652 -0.542491
internal_count=720 433 287 241 144
cat_boundaries=0 1 2 3 4 5
cat_threshold=28 4 2 16 1
shrinkage=0.1


Tree=23
num_leaves=7
num_cat=6
split_feature=1 1 1 0 0 1
split_gain=426.91 99.3303 16.9584 15.8834 0.226007 0.16059
threshold=0 1 2 3 4 5
decision_type=1 1 1 1 1 1
left_child=3 2 -2 5 -4 -1
right_child=1 -3 4 -5 -6 -7
leaf_value=0.12308859276771544 -6.7190324554365939e-05 -0.12826503515243531 -0.0549724424929963 0.044294389778253986 -0.046523396797636729 0.065434393582043351
leaf_count=140 143 143 97 49 47 101
internal_value=0 -0.617131 -0.253509 0.929898 -0.488242 1.06749
internal_count=720 430 287 290 144 241
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24 6 4 4 1 16
shrinkage=0.1


Tree=24
num_leaves=7
num_cat=6
split_feature=1 1 1 0 0 1
split_gain=350.382 81.9674 13.736 13.2262 0.183066 0.00469648
threshold=0 1 2 3 4 5
decision_type=1 1 1 1 1 1
left_child=3 2 -2 5 -4 -1
right_child=1 -3 4 -5 -6 -7
leaf_value=0.11160032359759015 -6.0910474222908221e-05 -0.11627686631445791 -0.04947520052034831 0.039864950170930558 -0.041871057070316159 0.059480453020817531
leaf_count=140 143 143 97 49 47 101
internal_value=0 -0.558334 -0.22816 0.843192 -0.439418 0.968563
internal_count=720 430 287 290 144 241
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24 6 4 4 1 16
shrinkage=0.1


Tree=25
num_leaves=6
num_cat=5
split_feature=1 1 1 0 0
split_gain=287.578 67.6368 11.1259 11.0118 0.148283
threshold=0 1 2 3 4
decision_type=1 1 1 1 1
left_child=3 2 -2 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=0.08788059099086587 -5.5217326792212679e-05 -0.10540915976941977 -0.044527679113383151 0.035878456916127892 -0.037683952235160995
leaf_count=241 143 143 97 49 47
internal_value=0 -0.505145 -0.205346 0.764576 -0.395476
internal_count=720 430 287 290 144
cat_boundaries=0 1 2 3 4 5
cat_threshold=24 6 4 4 1
shrinkage=0.1


Tree=26
num_leaves=7
num_cat=6
split_feature=1 1 1 1 0 0
split_gain=233.917 55.8094 10.7595 9.01175 1.1101 0.12011
threshold=0 1 2 3 4 5
decision_type=1 1 1 1 1 1
left_child=2 3 -1 -2 -4 -5
right_child=1 -3 4 5 -6 -7
leaf_value=0.092982104182243355 -5.0056601526045238e-05 -0.095557193896349743 0.050633502788472888 -0.04007491039246628 0.032290609667495807 -0.033915556000268209
leaf_count=140 143 143 101 97 49 47
internal_value=0 -0.457027 0.688118 -0.184813 0.418514 -0.355928
internal_count=720 430 290 287 150 144
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24 6 16 4 4 1
shrinkage=0.1


Tree=27
num_leaves=7
num_cat=6
split_feature=1 1 1 1 0 0
split_gain=191.416 46.0485 9.08277 7.29935 0.899181 0.0972888
threshold=0 1 2 3 4 5
decision_type=1 1 1 1 1 1
left_child=2 3 -1 -2 -4 -5
right_child=1 -3 4 5 -6 -7
leaf_value=0.084303775747617091 -4.5378090017870848e-05 -0.086626029559989381 0.045570153765159077 -0.03606742158071282 0.029061548607613969 -0.030524000961412775
leaf_count=140 143 143 101 97 49 47
internal_value=0 -0.413498 0.622406 -0.166334 0.376663 -0.320336
internal_count=720 430 290 287 150 144
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24 6 16 4 4 1
shrinkage=0.1


Tree=28
num_leaves=7
num_cat=6
split_feature=1 1 1 1 0 0
split_gain=156.641 37.9932 7.66156 5.91233 0.728336 0.0788039
threshold=0 1 2 3 4 5
decision_type=1 1 1 1 1 1
left_child=2 3 -1 -2 -4 -5
right_child=1 -3 4 5 -6 -7
leaf_value=0.076435422182083143 -4.1136783060733403e-05 -0.078529607626347767 0.041013137922428625 -0.032460678914158617 0.026155393642886562 -0.027471600021136567
leaf_count=140 143 143 101 97 49 47
internal_value=0 -0.374118 0.562975 -0.149702 0.338996 -0.288302
internal_count=720 430 290 287 150 144
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24 6 16 4 4 1
shrinkage=0.1


Tree=29
num_leaves=7
num_cat=6
split_feature=1 1 1 1 0 0
split_gain=128.186 31.3458 6.4581 4.78887 0.589952 0.0638312
threshold=0 1 2 3 4 5
decision_type=1 1 1 1 1 1
left_child=2 3 -1 -2 -4 -5
right_child=1 -3 4 5 -6 -7
leaf_value=0.069301447153091431 -3.7291988059330513e-05 -0.071189913328956161 0.036911824633284372 -0.029214610205483195 0.023539854757183669 -0.024724440021004448
leaf_count=140 143 143 101 97 49 47
internal_value=0 -0.338492 0.509225 -0.134733 0.305097 -0.259472
internal_count=720 430 290 287 150 144
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=24 6 16 4 4 1
shrinkage=0.1



feature importances:
Column_0=60
Column_1=46

pandas_categorical:null