batchsize,trial_id,engine,elapsed_time
100,1,XGBoost,0.0117986
100,2,XGBoost,0.00473833
100,3,XGBoost,0.011658
100,4,XGBoost,0.00470161
100,5,XGBoost,0.00475001
100,6,XGBoost,0.00468278
100,7,XGBoost,0.0046351
100,8,XGBoost,0.00472093
100,9,XGBoost,0.00461006
100,10,XGBoost,0.00470829
100,11,XGBoost,0.00471973
100,12,XGBoost,0.00472307
100,13,XGBoost,0.00472617
100,14,XGBoost,0.0109568
100,15,XGBoost,0.00465536
100,16,XGBoost,0.00470042
100,17,XGBoost,0.00471258
100,18,XGBoost,0.00456882
100,19,XGBoost,0.00467658
100,20,XGBoost,0.00461793
100,21,XGBoost,0.00467849
100,22,XGBoost,0.00467896
100,23,XGBoost,0.00468516
100,24,XGBoost,0.00460434
100,25,XGBoost,0.00468254
100,26,XGBoost,0.00464702
100,27,XGBoost,0.00461316
100,28,XGBoost,0.0118384
100,29,XGBoost,0.00472665
100,30,XGBoost,0.00465703
100,31,XGBoost,0.00465393
100,32,XGBoost,0.0046289
100,33,XGBoost,0.00470424
100,34,XGBoost,0.00456524
100,35,XGBoost,0.00468874
100,36,XGBoost,0.00470352
100,37,XGBoost,0.00465655
100,38,XGBoost,0.00461888
100,39,XGBoost,0.00455999
100,40,XGBoost,0.00466347
100,41,XGBoost,0.00466681
100,42,XGBoost,0.0046761
100,43,XGBoost,0.00463295
100,44,XGBoost,0.00467706
100,45,XGBoost,0.00465536
100,46,XGBoost,0.00468922
100,47,XGBoost,0.0113006
100,48,XGBoost,0.00471425
100,49,XGBoost,0.00472069
100,50,XGBoost,0.00470543
100,51,XGBoost,0.00469446
100,52,XGBoost,0.00465488
100,53,XGBoost,0.0046978
100,54,XGBoost,0.00462079
100,55,XGBoost,0.00472617
100,56,XGBoost,0.00484276
100,57,XGBoost,0.00474787
100,58,XGBoost,0.00465107
100,59,XGBoost,0.00466013
100,60,XGBoost,0.0046792
100,61,XGBoost,0.00458145
100,62,XGBoost,0.0047543
100,63,XGBoost,0.00467896
100,64,XGBoost,0.00481367
100,65,XGBoost,0.00472426
100,66,XGBoost,0.00464582
100,67,XGBoost,0.0117438
100,68,XGBoost,0.0047214
100,69,XGBoost,0.00460267
100,70,XGBoost,0.00466061
100,71,XGBoost,0.00473499
100,72,XGBoost,0.00465035
100,73,XGBoost,0.00468922
100,74,XGBoost,0.00462341
100,75,XGBoost,0.00459957
100,76,XGBoost,0.00467134
100,77,XGBoost,0.00474334
100,78,XGBoost,0.00467658
100,79,XGBoost,0.00468421
100,80,XGBoost,0.00467658
100,81,XGBoost,0.00465202
100,82,XGBoost,0.00472689
100,83,XGBoost,0.00464725
100,84,XGBoost,0.00466418
100,85,XGBoost,0.00468326
100,86,XGBoost,0.00462675
100,87,XGBoost,0.00462461
100,88,XGBoost,0.00469732
100,89,XGBoost,0.0046339
100,90,XGBoost,0.00458217
100,91,XGBoost,0.00471425
100,92,XGBoost,0.00461698
100,93,XGBoost,0.00463343
100,94,XGBoost,0.00469565
100,95,XGBoost,0.00463724
100,96,XGBoost,0.00478554
100,97,XGBoost,0.00470042
100,98,XGBoost,0.00460553
100,99,XGBoost,0.00466514
100,100,XGBoost,0.00470281
215,1,XGBoost,0.0062499
215,2,XGBoost,0.00575519
215,3,XGBoost,0.00549769
215,4,XGBoost,0.00552869
215,5,XGBoost,0.00554609
215,6,XGBoost,0.00551748
215,7,XGBoost,0.0296168
215,8,XGBoost,0.00541425
215,9,XGBoost,0.00545716
215,10,XGBoost,0.00537825
215,11,XGBoost,0.00540423
215,12,XGBoost,0.0054915
215,13,XGBoost,0.00547647
215,14,XGBoost,0.00546956
215,15,XGBoost,0.00544548
215,16,XGBoost,0.0055809
215,17,XGBoost,0.00546122
215,18,XGBoost,0.00541353
215,19,XGBoost,0.00550437
215,20,XGBoost,0.00536752
215,21,XGBoost,0.00546861
215,22,XGBoost,0.00545073
215,23,XGBoost,0.00543308
215,24,XGBoost,0.00538945
215,25,XGBoost,0.00538731
215,26,XGBoost,0.00545645
215,27,XGBoost,0.00540257
215,28,XGBoost,0.00549269
215,29,XGBoost,0.0054276
215,30,XGBoost,0.00541973
215,31,XGBoost,0.00527906
215,32,XGBoost,0.0054965
215,33,XGBoost,0.00546169
215,34,XGBoost,0.0054245
215,35,XGBoost,0.00542927
215,36,XGBoost,0.00539398
215,37,XGBoost,0.00541496
215,38,XGBoost,0.0053854
215,39,XGBoost,0.31382
215,40,XGBoost,0.00560999
215,41,XGBoost,0.00544047
215,42,XGBoost,0.00557423
215,43,XGBoost,0.00550127
215,44,XGBoost,0.00543213
215,45,XGBoost,0.00548387
215,46,XGBoost,0.00544858
215,47,XGBoost,0.00543618
215,48,XGBoost,0.00551319
215,49,XGBoost,0.00542188
215,50,XGBoost,0.0055418
215,51,XGBoost,0.00546288
215,52,XGBoost,0.00543523
215,53,XGBoost,0.00540733
215,54,XGBoost,0.00542498
215,55,XGBoost,0.00536418
215,56,XGBoost,0.00535369
215,57,XGBoost,0.00537419
215,58,XGBoost,0.00532722
215,59,XGBoost,0.00541496
215,60,XGBoost,0.0053978
215,61,XGBoost,0.00546098
215,62,XGBoost,0.00537992
215,63,XGBoost,0.00541329
215,64,XGBoost,0.00545979
215,65,XGBoost,0.00540113
215,66,XGBoost,0.00535226
215,67,XGBoost,0.00545239
215,68,XGBoost,0.00543356
215,69,XGBoost,0.00542688
215,70,XGBoost,0.00541902
215,71,XGBoost,0.00529838
215,72,XGBoost,0.00540161
215,73,XGBoost,0.00540376
215,74,XGBoost,0.00536084
215,75,XGBoost,0.0054388
215,76,XGBoost,0.00535464
215,77,XGBoost,0.00532174
215,78,XGBoost,0.00532556
215,79,XGBoost,0.105366
215,80,XGBoost,0.00551152
215,81,XGBoost,0.00538278
215,82,XGBoost,0.0053308
215,83,XGBoost,0.00536823
215,84,XGBoost,0.00538445
215,85,XGBoost,0.00538707
215,86,XGBoost,0.00546527
215,87,XGBoost,0.00533271
215,88,XGBoost,0.0053668
215,89,XGBoost,0.005445
215,90,XGBoost,0.00537539
215,91,XGBoost,0.00535226
215,92,XGBoost,0.00531411
215,93,XGBoost,0.00540805
215,94,XGBoost,0.00541687
215,95,XGBoost,0.00530005
215,96,XGBoost,0.00533795
215,97,XGBoost,0.00530529
215,98,XGBoost,0.0054903
215,99,XGBoost,0.00534749
215,100,XGBoost,0.00531769
464,1,XGBoost,0.00300431
464,2,XGBoost,0.00294495
464,3,XGBoost,0.00296593
464,4,XGBoost,0.00296354
464,5,XGBoost,0.00293756
464,6,XGBoost,0.00298095
464,7,XGBoost,0.00300074
464,8,XGBoost,0.0029695
464,9,XGBoost,0.00302291
464,10,XGBoost,0.00295663
464,11,XGBoost,0.00297785
464,12,XGBoost,0.0029664
464,13,XGBoost,0.00295925
464,14,XGBoost,0.00295544
464,15,XGBoost,0.00295639
464,16,XGBoost,0.125733
464,17,XGBoost,0.00298023
464,18,XGBoost,0.00295544
464,19,XGBoost,0.0029397
464,20,XGBoost,0.00297594
464,21,XGBoost,0.00294471
464,22,XGBoost,0.00297546
464,23,XGBoost,0.00301123
464,24,XGBoost,0.0683448
464,25,XGBoost,0.00298834
464,26,XGBoost,0.00293708
464,27,XGBoost,0.00292635
464,28,XGBoost,0.00298786
464,29,XGBoost,0.00296021
464,30,XGBoost,0.00294876
464,31,XGBoost,0.00296688
464,32,XGBoost,0.00294185
464,33,XGBoost,0.00295138
464,34,XGBoost,0.00295758
464,35,XGBoost,0.00295138
464,36,XGBoost,0.0029707
464,37,XGBoost,0.0029614
464,38,XGBoost,0.00296998
464,39,XGBoost,0.00296021
464,40,XGBoost,0.0030005
464,41,XGBoost,0.0029552
464,42,XGBoost,0.00296569
464,43,XGBoost,0.00294995
464,44,XGBoost,0.00296903
464,45,XGBoost,0.00294375
464,46,XGBoost,0.00298524
464,47,XGBoost,0.00294447
464,48,XGBoost,0.00296474
464,49,XGBoost,0.00294662
464,50,XGBoost,0.00297141
464,51,XGBoost,0.00300026
464,52,XGBoost,0.00299072
464,53,XGBoost,0.00293684
464,54,XGBoost,0.00301051
464,55,XGBoost,0.00296283
464,56,XGBoost,0.00292492
464,57,XGBoost,0.00300074
464,58,XGBoost,0.00296187
464,59,XGBoost,0.0775707
464,60,XGBoost,0.00296879
464,61,XGBoost,0.002949
464,62,XGBoost,0.00295186
464,63,XGBoost,0.00296497
464,64,XGBoost,0.0029335
464,65,XGBoost,0.00294542
464,66,XGBoost,0.00292921
464,67,XGBoost,0.00295615
464,68,XGBoost,0.00290728
464,69,XGBoost,0.00296855
464,70,XGBoost,0.00296855
464,71,XGBoost,0.00296259
464,72,XGBoost,0.00298357
464,73,XGBoost,0.00295854
464,74,XGBoost,0.0029788
464,75,XGBoost,0.00294518
464,76,XGBoost,0.00296712
464,77,XGBoost,0.00295711
464,78,XGBoost,0.00296879
464,79,XGBoost,0.00297356
464,80,XGBoost,0.00295758
464,81,XGBoost,0.00295687
464,82,XGBoost,0.00296044
464,83,XGBoost,0.00294566
464,84,XGBoost,0.0030036
464,85,XGBoost,0.00294185
464,86,XGBoost,0.00296307
464,87,XGBoost,0.0029726
464,88,XGBoost,0.00294924
464,89,XGBoost,0.0029552
464,90,XGBoost,0.00295663
464,91,XGBoost,0.00299168
464,92,XGBoost,0.00300503
464,93,XGBoost,0.00294447
464,94,XGBoost,0.00301862
464,95,XGBoost,0.00295639
464,96,XGBoost,0.00300145
464,97,XGBoost,0.00298977
464,98,XGBoost,0.00296378
464,99,XGBoost,0.0662749
464,100,XGBoost,0.00296593
1000,1,XGBoost,0.00530696
1000,2,XGBoost,0.00529313
1000,3,XGBoost,0.00529861
1000,4,XGBoost,0.0053196
1000,5,XGBoost,0.0052774
1000,6,XGBoost,0.00527525
1000,7,XGBoost,0.00533795
1000,8,XGBoost,0.0053165
1000,9,XGBoost,0.00530219
1000,10,XGBoost,0.00525522
1000,11,XGBoost,0.0052681
1000,12,XGBoost,0.00533152
1000,13,XGBoost,0.00527287
1000,14,XGBoost,0.00525141
1000,15,XGBoost,0.00528216
1000,16,XGBoost,0.00525212
1000,17,XGBoost,0.00524211
1000,18,XGBoost,0.0052731
1000,19,XGBoost,0.00529194
1000,20,XGBoost,0.0053196
1000,21,XGBoost,0.00526834
1000,22,XGBoost,0.00533533
1000,23,XGBoost,0.00534511
1000,24,XGBoost,0.00529575
1000,25,XGBoost,0.00525665
1000,26,XGBoost,0.00527573
1000,27,XGBoost,0.0731833
1000,28,XGBoost,0.00529051
1000,29,XGBoost,0.00529432
1000,30,XGBoost,0.00525999
1000,31,XGBoost,0.0052588
1000,32,XGBoost,0.0052824
1000,33,XGBoost,0.00532246
1000,34,XGBoost,0.00531626
1000,35,XGBoost,0.00523138
1000,36,XGBoost,0.00528765
1000,37,XGBoost,0.00527596
1000,38,XGBoost,0.00526834
1000,39,XGBoost,0.00530624
1000,40,XGBoost,0.00524712
1000,41,XGBoost,0.00533509
1000,42,XGBoost,0.00524473
1000,43,XGBoost,0.00526881
1000,44,XGBoost,0.00526905
1000,45,XGBoost,0.00525618
1000,46,XGBoost,0.00527668
1000,47,XGBoost,0.00531244
1000,48,XGBoost,0.00527024
1000,49,XGBoost,0.00526595
1000,50,XGBoost,0.00525951
1000,51,XGBoost,0.00528669
1000,52,XGBoost,0.0052669
1000,53,XGBoost,0.00526428
1000,54,XGBoost,0.00525641
1000,55,XGBoost,0.00527263
1000,56,XGBoost,0.00522375
1000,57,XGBoost,0.00527835
1000,58,XGBoost,0.00528145
1000,59,XGBoost,0.00532079
1000,60,XGBoost,0.00523973
1000,61,XGBoost,0.00530529
1000,62,XGBoost,0.00527859
1000,63,XGBoost,0.00531316
1000,64,XGBoost,0.00525117
1000,65,XGBoost,0.00534511
1000,66,XGBoost,0.00525904
1000,67,XGBoost,0.00524807
1000,68,XGBoost,0.00532818
1000,69,XGBoost,0.00528169
1000,70,XGBoost,0.00526118
1000,71,XGBoost,0.0750108
1000,72,XGBoost,0.00531745
1000,73,XGBoost,0.00525451
1000,74,XGBoost,0.00528431
1000,75,XGBoost,0.0052495
1000,76,XGBoost,0.00526285
1000,77,XGBoost,0.00526047
1000,78,XGBoost,0.00529051
1000,79,XGBoost,0.0052309
1000,80,XGBoost,0.00524569
1000,81,XGBoost,0.00524998
1000,82,XGBoost,0.00530052
1000,83,XGBoost,0.00529504
1000,84,XGBoost,0.00531125
1000,85,XGBoost,0.00525594
1000,86,XGBoost,0.0052917
1000,87,XGBoost,0.00533891
1000,88,XGBoost,0.00534344
1000,89,XGBoost,0.0621369
1000,90,XGBoost,0.00528264
1000,91,XGBoost,0.00530195
1000,92,XGBoost,0.00527525
1000,93,XGBoost,0.00532913
1000,94,XGBoost,0.00530171
1000,95,XGBoost,0.00528097
1000,96,XGBoost,0.00525641
1000,97,XGBoost,0.00528884
1000,98,XGBoost,0.0052526
1000,99,XGBoost,0.00530839
1000,100,XGBoost,0.00525236
2154,1,XGBoost,0.0106385
2154,2,XGBoost,0.0106378
2154,3,XGBoost,0.0106165
2154,4,XGBoost,0.0105469
2154,5,XGBoost,0.0105963
2154,6,XGBoost,0.0106871
2154,7,XGBoost,0.010643
2154,8,XGBoost,0.0106056
2154,9,XGBoost,0.0105836
2154,10,XGBoost,0.0107138
2154,11,XGBoost,0.0105867
2154,12,XGBoost,0.0106089
2154,13,XGBoost,0.0105455
2154,14,XGBoost,0.0106308
2154,15,XGBoost,0.0106118
2154,16,XGBoost,0.0106256
2154,17,XGBoost,0.010617
2154,18,XGBoost,0.0106125
2154,19,XGBoost,0.0105958
2154,20,XGBoost,0.010576
2154,21,XGBoost,0.0106692
2154,22,XGBoost,0.0106289
2154,23,XGBoost,0.0106404
2154,24,XGBoost,0.0106142
2154,25,XGBoost,0.0106404
2154,26,XGBoost,0.0105684
2154,27,XGBoost,0.062088
2154,28,XGBoost,0.0106261
2154,29,XGBoost,0.0106475
2154,30,XGBoost,0.0106127
2154,31,XGBoost,0.0106289
2154,32,XGBoost,0.0106165
2154,33,XGBoost,0.0106652
2154,34,XGBoost,0.0105762
2154,35,XGBoost,0.0106173
2154,36,XGBoost,0.0106604
2154,37,XGBoost,0.0106404
2154,38,XGBoost,0.0105989
2154,39,XGBoost,0.0106266
2154,40,XGBoost,0.0106561
2154,41,XGBoost,0.010597
2154,42,XGBoost,0.0106149
2154,43,XGBoost,0.0106332
2154,44,XGBoost,0.0105822
2154,45,XGBoost,0.0105956
2154,46,XGBoost,0.0105536
2154,47,XGBoost,0.0106299
2154,48,XGBoost,0.0106235
2154,49,XGBoost,0.0106301
2154,50,XGBoost,0.0106304
2154,51,XGBoost,0.0105295
2154,52,XGBoost,0.0106368
2154,53,XGBoost,0.0106375
2154,54,XGBoost,0.0106137
2154,55,XGBoost,0.0106382
2154,56,XGBoost,0.0105932
2154,57,XGBoost,0.0106122
2154,58,XGBoost,0.0106218
2154,59,XGBoost,0.0107603
2154,60,XGBoost,0.0106292
2154,61,XGBoost,0.0106492
2154,62,XGBoost,0.010663
2154,63,XGBoost,0.0106213
2154,64,XGBoost,0.0106864
2154,65,XGBoost,0.0106616
2154,66,XGBoost,0.0105636
2154,67,XGBoost,0.0106764
2154,68,XGBoost,0.0105989
2154,69,XGBoost,0.0106204
2154,70,XGBoost,0.0105348
2154,71,XGBoost,0.0545242
2154,72,XGBoost,0.0106034
2154,73,XGBoost,0.0106153
2154,74,XGBoost,0.0106847
2154,75,XGBoost,0.0106113
2154,76,XGBoost,0.0105119
2154,77,XGBoost,0.0106292
2154,78,XGBoost,0.0106373
2154,79,XGBoost,0.0106299
2154,80,XGBoost,0.0105364
2154,81,XGBoost,0.0106471
2154,82,XGBoost,0.0105844
2154,83,XGBoost,0.0106838
2154,84,XGBoost,0.0106323
2154,85,XGBoost,0.0105746
2154,86,XGBoost,0.0105815
2154,87,XGBoost,0.0106049
2154,88,XGBoost,0.0105572
2154,89,XGBoost,0.0105898
2154,90,XGBoost,0.0106158
2154,91,XGBoost,0.0105801
2154,92,XGBoost,0.010596
2154,93,XGBoost,0.0105746
2154,94,XGBoost,0.0106385
2154,95,XGBoost,0.0106051
2154,96,XGBoost,0.0106094
2154,97,XGBoost,0.0106287
2154,98,XGBoost,0.0105658
2154,99,XGBoost,0.0105739
2154,100,XGBoost,0.0106444
4641,1,XGBoost,0.0217047
4641,2,XGBoost,0.021657
4641,3,XGBoost,0.0216734
4641,4,XGBoost,0.0216901
4641,5,XGBoost,0.0217538
4641,6,XGBoost,0.0217831
4641,7,XGBoost,0.0636292
4641,8,XGBoost,0.0217626
4641,9,XGBoost,0.0216637
4641,10,XGBoost,0.0215719
4641,11,XGBoost,0.021698
4641,12,XGBoost,0.02174
4641,13,XGBoost,0.0216866
4641,14,XGBoost,0.0217953
4641,15,XGBoost,0.0216937
4641,16,XGBoost,0.0217502
4641,17,XGBoost,0.0217607
4641,18,XGBoost,0.0216627
4641,19,XGBoost,0.0216303
4641,20,XGBoost,0.0217023
4641,21,XGBoost,0.021734
4641,22,XGBoost,0.0217512
4641,23,XGBoost,0.0217488
4641,24,XGBoost,0.0217674
4641,25,XGBoost,0.0217879
4641,26,XGBoost,0.0216615
4641,27,XGBoost,0.0216455
4641,28,XGBoost,0.0217059
4641,29,XGBoost,0.0216513
4641,30,XGBoost,0.0217407
4641,31,XGBoost,0.0217311
4641,32,XGBoost,0.0216744
4641,33,XGBoost,0.0216777
4641,34,XGBoost,0.0216556
4641,35,XGBoost,0.0216584
4641,36,XGBoost,0.0217018
4641,37,XGBoost,0.0216715
4641,38,XGBoost,0.0216939
4641,39,XGBoost,0.0216672
4641,40,XGBoost,0.0217302
4641,41,XGBoost,0.0217392
4641,42,XGBoost,0.0216768
4641,43,XGBoost,0.0217199
4641,44,XGBoost,0.0217268
4641,45,XGBoost,0.0216699
4641,46,XGBoost,0.0216832
4641,47,XGBoost,0.0217466
4641,48,XGBoost,0.0217853
4641,49,XGBoost,0.0217094
4641,50,XGBoost,0.0217721
4641,51,XGBoost,0.0217388
4641,52,XGBoost,0.0217004
4641,53,XGBoost,0.0215588
4641,54,XGBoost,0.0217083
4641,55,XGBoost,0.0651376
4641,56,XGBoost,0.0217218
4641,57,XGBoost,0.021718
4641,58,XGBoost,0.0216994
4641,59,XGBoost,0.0217049
4641,60,XGBoost,0.0217066
4641,61,XGBoost,0.0217133
4641,62,XGBoost,0.0217135
4641,63,XGBoost,0.0217011
4641,64,XGBoost,0.0216241
4641,65,XGBoost,0.0216541
4641,66,XGBoost,0.0217624
4641,67,XGBoost,0.0217752
4641,68,XGBoost,0.0218058
4641,69,XGBoost,0.0217032
4641,70,XGBoost,0.021693
4641,71,XGBoost,0.0217993
4641,72,XGBoost,0.0216606
4641,73,XGBoost,0.0217214
4641,74,XGBoost,0.021708
4641,75,XGBoost,0.0216737
4641,76,XGBoost,0.0217328
4641,77,XGBoost,0.0215623
4641,78,XGBoost,0.0216057
4641,79,XGBoost,0.0217967
4641,80,XGBoost,0.0218165
4641,81,XGBoost,0.021668
4641,82,XGBoost,0.0217109
4641,83,XGBoost,0.0217066
4641,84,XGBoost,0.0218012
4641,85,XGBoost,0.0216689
4641,86,XGBoost,0.0217137
4641,87,XGBoost,0.0216732
4641,88,XGBoost,0.021616
4641,89,XGBoost,0.0217991
4641,90,XGBoost,0.0217044
4641,91,XGBoost,0.0216465
4641,92,XGBoost,0.0217512
4641,93,XGBoost,0.0588868
4641,94,XGBoost,0.0217316
4641,95,XGBoost,0.0216339
4641,96,XGBoost,0.0218465
4641,97,XGBoost,0.0217612
4641,98,XGBoost,0.0215983
4641,99,XGBoost,0.0218289
4641,100,XGBoost,0.0217197
10000,1,XGBoost,0.0423043
10000,2,XGBoost,0.0423276
10000,3,XGBoost,0.0421541
10000,4,XGBoost,0.04216
10000,5,XGBoost,0.0421329
10000,6,XGBoost,0.0423577
10000,7,XGBoost,0.0421593
10000,8,XGBoost,0.0462182
10000,9,XGBoost,0.0422378
10000,10,XGBoost,0.0423405
10000,11,XGBoost,0.0420966
10000,12,XGBoost,0.0423245
10000,13,XGBoost,0.0422854
10000,14,XGBoost,0.0422187
10000,15,XGBoost,0.0422413
10000,16,XGBoost,0.0423846
10000,17,XGBoost,0.042383
10000,18,XGBoost,0.0422218
10000,19,XGBoost,0.0423162
10000,20,XGBoost,0.0423288
10000,21,XGBoost,0.042161
10000,22,XGBoost,0.042151
10000,23,XGBoost,0.0424676
10000,24,XGBoost,0.0423446
10000,25,XGBoost,0.0423281
10000,26,XGBoost,0.0424504
10000,27,XGBoost,0.0422955
10000,28,XGBoost,0.0422065
10000,29,XGBoost,0.0421634
10000,30,XGBoost,0.0421374
10000,31,XGBoost,0.0813427
10000,32,XGBoost,0.0422072
10000,33,XGBoost,0.0424111
10000,34,XGBoost,0.0423028
10000,35,XGBoost,0.0422304
10000,36,XGBoost,0.0421901
10000,37,XGBoost,0.0422246
10000,38,XGBoost,0.0422502
10000,39,XGBoost,0.0422895
10000,40,XGBoost,0.0424056
10000,41,XGBoost,0.0423713
10000,42,XGBoost,0.0422728
10000,43,XGBoost,0.0422716
10000,44,XGBoost,0.042201
10000,45,XGBoost,0.0421686
10000,46,XGBoost,0.0424156
10000,47,XGBoost,0.0423713
10000,48,XGBoost,0.0423539
10000,49,XGBoost,0.042156
10000,50,XGBoost,0.0423002
10000,51,XGBoost,0.0422318
10000,52,XGBoost,0.0423574
10000,53,XGBoost,0.0423822
10000,54,XGBoost,0.0422666
10000,55,XGBoost,0.042377
10000,56,XGBoost,0.0422773
10000,57,XGBoost,0.0422809
10000,58,XGBoost,0.042177
10000,59,XGBoost,0.0422716
10000,60,XGBoost,0.0422037
10000,61,XGBoost,0.0420499
10000,62,XGBoost,0.150625
10000,63,XGBoost,0.0423853
10000,64,XGBoost,0.0422704
10000,65,XGBoost,0.0422497
10000,66,XGBoost,0.0420961
10000,67,XGBoost,0.0420878
10000,68,XGBoost,0.0420675
10000,69,XGBoost,0.0422609
10000,70,XGBoost,0.0422173
10000,71,XGBoost,0.042202
10000,72,XGBoost,0.0423236
10000,73,XGBoost,0.0423667
10000,74,XGBoost,0.0422094
10000,75,XGBoost,0.0422745
10000,76,XGBoost,0.0423214
10000,77,XGBoost,0.0422792
10000,78,XGBoost,0.042244
10000,79,XGBoost,0.0423853
10000,80,XGBoost,0.0422883
10000,81,XGBoost,0.0421355
10000,82,XGBoost,0.0422187
10000,83,XGBoost,0.0422044
10000,84,XGBoost,0.0422916
10000,85,XGBoost,0.0422406
10000,86,XGBoost,0.0421557
10000,87,XGBoost,0.0423417
10000,88,XGBoost,0.042125
10000,89,XGBoost,0.0422213
10000,90,XGBoost,0.042182
10000,91,XGBoost,0.0421524
10000,92,XGBoost,0.0423722
10000,93,XGBoost,0.0422504
10000,94,XGBoost,0.0422382
10000,95,XGBoost,0.0424054
10000,96,XGBoost,0.0423048
10000,97,XGBoost,0.0423031
10000,98,XGBoost,0.0422463
10000,99,XGBoost,0.0423901
10000,100,XGBoost,0.0423615
21544,1,XGBoost,0.0885632
21544,2,XGBoost,0.0888066
21544,3,XGBoost,0.0887365
21544,4,XGBoost,0.0884478
21544,5,XGBoost,0.0882614
21544,6,XGBoost,0.168907
21544,7,XGBoost,0.0882297
21544,8,XGBoost,0.0884149
21544,9,XGBoost,0.0887418
21544,10,XGBoost,0.0886054
21544,11,XGBoost,0.0886452
21544,12,XGBoost,0.0882862
21544,13,XGBoost,0.0885813
21544,14,XGBoost,0.0885293
21544,15,XGBoost,0.0886555
21544,16,XGBoost,0.0883417
21544,17,XGBoost,0.0884001
21544,18,XGBoost,0.0884213
21544,19,XGBoost,0.0885487
21544,20,XGBoost,0.0884628
21544,21,XGBoost,0.0886469
21544,22,XGBoost,0.088701
21544,23,XGBoost,0.0883749
21544,24,XGBoost,0.0886533
21544,25,XGBoost,0.0886536
21544,26,XGBoost,0.0888681
21544,27,XGBoost,0.0885024
21544,28,XGBoost,0.0885434
21544,29,XGBoost,0.0889215
21544,30,XGBoost,0.0885651
21544,31,XGBoost,0.088613
21544,32,XGBoost,0.0886981
21544,33,XGBoost,0.0884733
21544,34,XGBoost,0.088614
21544,35,XGBoost,0.0884557
21544,36,XGBoost,0.088378
21544,37,XGBoost,0.0884416
21544,38,XGBoost,0.0886679
21544,39,XGBoost,0.0885301
21544,40,XGBoost,0.0885887
21544,41,XGBoost,0.0884304
21544,42,XGBoost,0.0900426
21544,43,XGBoost,0.088356
21544,44,XGBoost,0.0884275
21544,45,XGBoost,0.166144
21544,46,XGBoost,0.088675
21544,47,XGBoost,0.0884223
21544,48,XGBoost,0.0886767
21544,49,XGBoost,0.0888147
21544,50,XGBoost,0.0886343
21544,51,XGBoost,0.0886879
21544,52,XGBoost,0.0886276
21544,53,XGBoost,0.0886674
21544,54,XGBoost,0.088666
21544,55,XGBoost,0.08832
21544,56,XGBoost,0.0885882
21544,57,XGBoost,0.0886433
21544,58,XGBoost,0.0886908
21544,59,XGBoost,0.0888813
21544,60,XGBoost,0.0885677
21544,61,XGBoost,0.0885756
21544,62,XGBoost,0.0884778
21544,63,XGBoost,0.0886507
21544,64,XGBoost,0.0883403
21544,65,XGBoost,0.0885861
21544,66,XGBoost,0.0886254
21544,67,XGBoost,0.0884702
21544,68,XGBoost,0.0887096
21544,69,XGBoost,0.0884452
21544,70,XGBoost,0.0885236
21544,71,XGBoost,0.0882277
21544,72,XGBoost,0.0884411
21544,73,XGBoost,0.0883727
21544,74,XGBoost,0.0886765
21544,75,XGBoost,0.0883715
21544,76,XGBoost,0.0886345
21544,77,XGBoost,0.0882266
21544,78,XGBoost,0.0885983
21544,79,XGBoost,0.0887461
21544,80,XGBoost,0.167649
21544,81,XGBoost,0.0888116
21544,82,XGBoost,0.0886354
21544,83,XGBoost,0.0885727
21544,84,XGBoost,0.0884185
21544,85,XGBoost,0.0887222
21544,86,XGBoost,0.0885336
21544,87,XGBoost,0.0884922
21544,88,XGBoost,0.0885501
21544,89,XGBoost,0.088726
21544,90,XGBoost,0.0885525
21544,91,XGBoost,0.0888028
21544,92,XGBoost,0.0886471
21544,93,XGBoost,0.088619
21544,94,XGBoost,0.0885849
21544,95,XGBoost,0.0887942
21544,96,XGBoost,0.0886414
21544,97,XGBoost,0.0885601
21544,98,XGBoost,0.0888121
21544,99,XGBoost,0.0887706
21544,100,XGBoost,0.0886745
46415,1,XGBoost,0.192777
46415,2,XGBoost,0.192944
46415,3,XGBoost,0.192537
46415,4,XGBoost,0.192809
46415,5,XGBoost,0.19292
46415,6,XGBoost,0.193069
46415,7,XGBoost,0.192641
46415,8,XGBoost,0.192751
46415,9,XGBoost,0.192419
46415,10,XGBoost,0.193055
46415,11,XGBoost,0.192921
46415,12,XGBoost,0.192612
46415,13,XGBoost,0.261963
46415,14,XGBoost,0.192796
46415,15,XGBoost,0.192795
46415,16,XGBoost,0.192851
46415,17,XGBoost,0.192775
46415,18,XGBoost,0.192723
46415,19,XGBoost,0.192873
46415,20,XGBoost,0.192631
46415,21,XGBoost,0.19281
46415,22,XGBoost,0.192901
46415,23,XGBoost,0.192588
46415,24,XGBoost,0.193052
46415,25,XGBoost,0.19284
46415,26,XGBoost,0.192681
46415,27,XGBoost,0.192943
46415,28,XGBoost,0.192872
46415,29,XGBoost,0.192885
46415,30,XGBoost,0.192554
46415,31,XGBoost,0.192894
46415,32,XGBoost,0.193208
46415,33,XGBoost,0.192695
46415,34,XGBoost,0.192901
46415,35,XGBoost,0.192786
46415,36,XGBoost,0.19262
46415,37,XGBoost,0.192768
46415,38,XGBoost,0.192784
46415,39,XGBoost,0.19308
46415,40,XGBoost,0.193019
46415,41,XGBoost,0.192844
46415,42,XGBoost,0.192752
46415,43,XGBoost,0.192512
46415,44,XGBoost,0.26725
46415,45,XGBoost,0.1928
46415,46,XGBoost,0.192774
46415,47,XGBoost,0.192544
46415,48,XGBoost,0.192924
46415,49,XGBoost,0.192611
46415,50,XGBoost,0.192634
46415,51,XGBoost,0.19275
46415,52,XGBoost,0.192574
46415,53,XGBoost,0.192638
46415,54,XGBoost,0.192862
46415,55,XGBoost,0.192695
46415,56,XGBoost,0.192712
46415,57,XGBoost,0.192749
46415,58,XGBoost,0.192573
46415,59,XGBoost,0.192438
46415,60,XGBoost,0.19275
46415,61,XGBoost,0.192951
46415,62,XGBoost,0.192975
46415,63,XGBoost,0.192367
46415,64,XGBoost,0.192687
46415,65,XGBoost,0.19303
46415,66,XGBoost,0.192423
46415,67,XGBoost,0.19283
46415,68,XGBoost,0.19275
46415,69,XGBoost,0.192662
46415,70,XGBoost,0.192619
46415,71,XGBoost,0.192924
46415,72,XGBoost,0.192998
46415,73,XGBoost,0.192644
46415,74,XGBoost,0.192708
46415,75,XGBoost,0.264447
46415,76,XGBoost,0.192888
46415,77,XGBoost,0.192626
46415,78,XGBoost,0.192894
46415,79,XGBoost,0.192809
46415,80,XGBoost,0.192751
46415,81,XGBoost,0.192676
46415,82,XGBoost,0.192611
46415,83,XGBoost,0.192494
46415,84,XGBoost,0.19278
46415,85,XGBoost,0.192575
46415,86,XGBoost,0.19265
46415,87,XGBoost,0.192541
46415,88,XGBoost,0.192685
46415,89,XGBoost,0.192611
46415,90,XGBoost,0.192483
46415,91,XGBoost,0.192553
46415,92,XGBoost,0.192788
46415,93,XGBoost,0.19258
46415,94,XGBoost,0.19257
46415,95,XGBoost,0.192832
46415,96,XGBoost,0.193018
46415,97,XGBoost,0.192688
46415,98,XGBoost,0.19252
46415,99,XGBoost,0.192642
46415,100,XGBoost,0.192739
100000,1,XGBoost,0.407653
100000,2,XGBoost,0.408359
100000,3,XGBoost,0.407447
100000,4,XGBoost,0.407899
100000,5,XGBoost,0.407751
100000,6,XGBoost,0.472791
100000,7,XGBoost,0.40773
100000,8,XGBoost,0.40786
100000,9,XGBoost,0.408386
100000,10,XGBoost,0.407973
100000,11,XGBoost,0.407598
100000,12,XGBoost,0.408195
100000,13,XGBoost,0.408335
100000,14,XGBoost,0.407865
100000,15,XGBoost,0.407829
100000,16,XGBoost,0.407601
100000,17,XGBoost,0.407748
100000,18,XGBoost,0.407497
100000,19,XGBoost,0.407484
100000,20,XGBoost,0.407891
100000,21,XGBoost,0.407821
100000,22,XGBoost,0.407927
100000,23,XGBoost,0.407874
100000,24,XGBoost,0.407803
100000,25,XGBoost,0.472433
100000,26,XGBoost,0.408085
100000,27,XGBoost,0.407884
100000,28,XGBoost,0.407857
100000,29,XGBoost,0.40843
100000,30,XGBoost,0.408104
100000,31,XGBoost,0.40772
100000,32,XGBoost,0.407844
100000,33,XGBoost,0.408139
100000,34,XGBoost,0.408087
100000,35,XGBoost,0.407522
100000,36,XGBoost,0.408458
100000,37,XGBoost,0.408194
100000,38,XGBoost,0.407914
100000,39,XGBoost,0.407776
100000,40,XGBoost,0.407922
100000,41,XGBoost,0.407899
100000,42,XGBoost,0.407917
100000,43,XGBoost,0.407764
100000,44,XGBoost,0.40792
100000,45,XGBoost,0.40835
100000,46,XGBoost,0.408399
100000,47,XGBoost,0.407941
100000,48,XGBoost,0.407775
100000,49,XGBoost,0.407823
100000,50,XGBoost,0.408095
100000,51,XGBoost,0.407548
100000,52,XGBoost,0.407907
100000,53,XGBoost,0.407933
100000,54,XGBoost,0.407755
100000,55,XGBoost,0.407622
100000,56,XGBoost,0.407624
100000,57,XGBoost,0.407903
100000,58,XGBoost,0.407665
100000,59,XGBoost,0.565601
100000,60,XGBoost,0.407518
100000,61,XGBoost,0.407611
100000,62,XGBoost,0.408221
100000,63,XGBoost,0.407639
100000,64,XGBoost,0.408295
100000,65,XGBoost,0.407715
100000,66,XGBoost,0.407461
100000,67,XGBoost,0.407893
100000,68,XGBoost,0.408039
100000,69,XGBoost,0.407439
100000,70,XGBoost,0.407479
100000,71,XGBoost,0.407014
100000,72,XGBoost,0.407934
100000,73,XGBoost,0.407824
100000,74,XGBoost,0.407714
100000,75,XGBoost,0.407894
100000,76,XGBoost,0.408035
100000,77,XGBoost,0.408255
100000,78,XGBoost,0.408182
100000,79,XGBoost,0.407681
100000,80,XGBoost,0.407994
100000,81,XGBoost,0.407447
100000,82,XGBoost,0.407601
100000,83,XGBoost,0.407503
100000,84,XGBoost,0.407709
100000,85,XGBoost,0.408079
100000,86,XGBoost,0.407905
100000,87,XGBoost,0.408128
100000,88,XGBoost,0.407551
100000,89,XGBoost,0.40812
100000,90,XGBoost,0.407472
100000,91,XGBoost,0.407802
100000,92,XGBoost,0.407847
100000,93,XGBoost,0.407223
100000,94,XGBoost,0.489034
100000,95,XGBoost,0.40811
100000,96,XGBoost,0.408005
100000,97,XGBoost,0.407694
100000,98,XGBoost,0.407183
100000,99,XGBoost,0.407542
100000,100,XGBoost,0.407651