batchsize,trial_id,engine,elapsed_time
100,1,XGBoost,0.00443578
100,2,XGBoost,0.00354648
100,3,XGBoost,0.00363469
100,4,XGBoost,0.00379038
100,5,XGBoost,0.0074954
100,6,XGBoost,0.00363946
100,7,XGBoost,0.00353074
100,8,XGBoost,0.00368738
100,9,XGBoost,0.00742745
100,10,XGBoost,0.00362158
100,11,XGBoost,0.00356555
100,12,XGBoost,0.00410581
100,13,XGBoost,0.0037179
100,14,XGBoost,0.003618
100,15,XGBoost,0.00369787
100,16,XGBoost,0.00353312
100,17,XGBoost,0.00754118
100,18,XGBoost,0.00364375
100,19,XGBoost,0.00360632
100,20,XGBoost,0.00355721
100,21,XGBoost,0.00363541
100,22,XGBoost,0.00365567
100,23,XGBoost,0.00371933
100,24,XGBoost,0.00359607
100,25,XGBoost,0.00372148
100,26,XGBoost,0.00361419
100,27,XGBoost,0.00374746
100,28,XGBoost,0.0073483
100,29,XGBoost,0.0036335
100,30,XGBoost,0.00355005
100,31,XGBoost,0.00366402
100,32,XGBoost,0.00366139
100,33,XGBoost,0.00367451
100,34,XGBoost,0.0035603
100,35,XGBoost,0.00362182
100,36,XGBoost,0.00356674
100,37,XGBoost,0.00370669
100,38,XGBoost,0.00358772
100,39,XGBoost,0.00363779
100,40,XGBoost,0.00367832
100,41,XGBoost,0.00355411
100,42,XGBoost,0.00359917
100,43,XGBoost,0.00361276
100,44,XGBoost,0.00753522
100,45,XGBoost,0.00360727
100,46,XGBoost,0.0036211
100,47,XGBoost,0.00360584
100,48,XGBoost,0.003618
100,49,XGBoost,0.00369453
100,50,XGBoost,0.00368452
100,51,XGBoost,0.00372338
100,52,XGBoost,0.00367546
100,53,XGBoost,0.00372767
100,54,XGBoost,0.00360823
100,55,XGBoost,0.00354338
100,56,XGBoost,0.00369906
100,57,XGBoost,0.0037024
100,58,XGBoost,0.00365925
100,59,XGBoost,0.00361156
100,60,XGBoost,0.00747585
100,61,XGBoost,0.00357914
100,62,XGBoost,0.00360894
100,63,XGBoost,0.00364232
100,64,XGBoost,0.00358057
100,65,XGBoost,0.00369811
100,66,XGBoost,0.00364804
100,67,XGBoost,0.00353837
100,68,XGBoost,0.00371695
100,69,XGBoost,0.00353503
100,70,XGBoost,0.00365162
100,71,XGBoost,0.0037179
100,72,XGBoost,0.00364685
100,73,XGBoost,0.00355077
100,74,XGBoost,0.00358462
100,75,XGBoost,0.00711226
100,76,XGBoost,0.00357962
100,77,XGBoost,0.00359678
100,78,XGBoost,0.00359058
100,79,XGBoost,0.00351191
100,80,XGBoost,0.00365877
100,81,XGBoost,0.00359678
100,82,XGBoost,0.00375533
100,83,XGBoost,0.00366211
100,84,XGBoost,0.00366712
100,85,XGBoost,0.00356078
100,86,XGBoost,0.00352573
100,87,XGBoost,0.00375509
100,88,XGBoost,0.00366545
100,89,XGBoost,0.0037663
100,90,XGBoost,0.00360608
100,91,XGBoost,0.00370884
100,92,XGBoost,0.00352001
100,93,XGBoost,0.00364828
100,94,XGBoost,0.00351667
100,95,XGBoost,0.00744009
100,96,XGBoost,0.00365424
100,97,XGBoost,0.00370693
100,98,XGBoost,0.00363374
100,99,XGBoost,0.0035367
100,100,XGBoost,0.00362706
215,1,XGBoost,0.00807095
215,2,XGBoost,0.00423932
215,3,XGBoost,0.00426126
215,4,XGBoost,0.00426888
215,5,XGBoost,0.00421381
215,6,XGBoost,0.00422382
215,7,XGBoost,0.0043292
215,8,XGBoost,0.00426316
215,9,XGBoost,0.00424981
215,10,XGBoost,0.0177174
215,11,XGBoost,0.00485587
215,12,XGBoost,0.00415897
215,13,XGBoost,0.00426316
215,14,XGBoost,0.00423265
215,15,XGBoost,0.00419545
215,16,XGBoost,0.0043025
215,17,XGBoost,0.00418258
215,18,XGBoost,0.00421095
215,19,XGBoost,0.00427985
215,20,XGBoost,0.00430369
215,21,XGBoost,0.00420952
215,22,XGBoost,0.00424886
215,23,XGBoost,0.00428176
215,24,XGBoost,0.0042336
215,25,XGBoost,0.00420952
215,26,XGBoost,0.187802
215,27,XGBoost,0.00433278
215,28,XGBoost,0.00425601
215,29,XGBoost,0.00424695
215,30,XGBoost,0.0042522
215,31,XGBoost,0.00422621
215,32,XGBoost,0.00431776
215,33,XGBoost,0.00422192
215,34,XGBoost,0.00422668
215,35,XGBoost,0.00422621
215,36,XGBoost,0.00425029
215,37,XGBoost,0.00427675
215,38,XGBoost,0.00437832
215,39,XGBoost,0.00434756
215,40,XGBoost,0.00424623
215,41,XGBoost,0.00424838
215,42,XGBoost,0.0623574
215,43,XGBoost,0.00438428
215,44,XGBoost,0.00427341
215,45,XGBoost,0.00430751
215,46,XGBoost,0.00427175
215,47,XGBoost,0.00433064
215,48,XGBoost,0.00423312
215,49,XGBoost,0.00433612
215,50,XGBoost,0.00426102
215,51,XGBoost,0.00417733
215,52,XGBoost,0.00431418
215,53,XGBoost,0.00426769
215,54,XGBoost,0.00434446
215,55,XGBoost,0.00425506
215,56,XGBoost,0.00432038
215,57,XGBoost,0.00413179
215,58,XGBoost,0.00425506
215,59,XGBoost,0.071547
215,60,XGBoost,0.00437999
215,61,XGBoost,0.00433517
215,62,XGBoost,0.00425267
215,63,XGBoost,0.00426483
215,64,XGBoost,0.0491521
215,65,XGBoost,0.00423813
215,66,XGBoost,0.00422931
215,67,XGBoost,0.00422692
215,68,XGBoost,0.00428939
215,69,XGBoost,0.0042634
215,70,XGBoost,0.00427318
215,71,XGBoost,0.00421238
215,72,XGBoost,0.0042069
215,73,XGBoost,0.00421476
215,74,XGBoost,0.00434303
215,75,XGBoost,0.00421596
215,76,XGBoost,0.00423455
215,77,XGBoost,0.0429449
215,78,XGBoost,0.00433731
215,79,XGBoost,0.00427914
215,80,XGBoost,0.00429392
215,81,XGBoost,0.00419378
215,82,XGBoost,0.00424957
215,83,XGBoost,0.00428963
215,84,XGBoost,0.0295849
215,85,XGBoost,0.00424957
215,86,XGBoost,0.0041852
215,87,XGBoost,0.00426531
215,88,XGBoost,0.00421
215,89,XGBoost,0.00427222
215,90,XGBoost,0.0043056
215,91,XGBoost,0.00423121
215,92,XGBoost,0.00427771
215,93,XGBoost,0.00422072
215,94,XGBoost,0.00415444
215,95,XGBoost,0.0042367
215,96,XGBoost,0.00433254
215,97,XGBoost,0.00422478
215,98,XGBoost,0.00420523
215,99,XGBoost,0.00423265
215,100,XGBoost,0.00416613
464,1,XGBoost,0.00939488
464,2,XGBoost,0.00243688
464,3,XGBoost,0.00241947
464,4,XGBoost,0.00255418
464,5,XGBoost,0.00250077
464,6,XGBoost,0.0024507
464,7,XGBoost,0.00250697
464,8,XGBoost,0.00242853
464,9,XGBoost,0.00241852
464,10,XGBoost,0.0299468
464,11,XGBoost,0.0024364
464,12,XGBoost,0.00242782
464,13,XGBoost,0.00247979
464,14,XGBoost,0.00247478
464,15,XGBoost,0.00243044
464,16,XGBoost,0.00242901
464,17,XGBoost,0.00240231
464,18,XGBoost,0.00245976
464,19,XGBoost,0.00246763
464,20,XGBoost,0.00253439
464,21,XGBoost,0.00246334
464,22,XGBoost,0.00248003
464,23,XGBoost,0.00244355
464,24,XGBoost,0.00243926
464,25,XGBoost,0.00247788
464,26,XGBoost,0.0297418
464,27,XGBoost,0.0024395
464,28,XGBoost,0.00248623
464,29,XGBoost,0.00249958
464,30,XGBoost,0.00245118
464,31,XGBoost,0.00244451
464,32,XGBoost,0.00245166
464,33,XGBoost,0.0024302
464,34,XGBoost,0.00246239
464,35,XGBoost,0.00248528
464,36,XGBoost,0.00244832
464,37,XGBoost,0.00242972
464,38,XGBoost,0.00248718
464,39,XGBoost,0.00247574
464,40,XGBoost,0.00243402
464,41,XGBoost,0.00245857
464,42,XGBoost,0.00243115
464,43,XGBoost,0.00246334
464,44,XGBoost,0.00245309
464,45,XGBoost,0.00246477
464,46,XGBoost,0.00244665
464,47,XGBoost,0.00247693
464,48,XGBoost,0.00250077
464,49,XGBoost,0.00247526
464,50,XGBoost,0.00245714
464,51,XGBoost,0.00246048
464,52,XGBoost,0.00241899
464,53,XGBoost,0.00242019
464,54,XGBoost,0.00244617
464,55,XGBoost,0.0025816
464,56,XGBoost,0.00242662
464,57,XGBoost,0.00241971
464,58,XGBoost,0.0025053
464,59,XGBoost,0.00245214
464,60,XGBoost,0.00243902
464,61,XGBoost,0.00242805
464,62,XGBoost,0.0024147
464,63,XGBoost,0.00250649
464,64,XGBoost,0.00245953
464,65,XGBoost,0.0024395
464,66,XGBoost,0.00245261
464,67,XGBoost,0.00244021
464,68,XGBoost,0.028585
464,69,XGBoost,0.00249767
464,70,XGBoost,0.00248003
464,71,XGBoost,0.00244451
464,72,XGBoost,0.00242543
464,73,XGBoost,0.00246763
464,74,XGBoost,0.00247884
464,75,XGBoost,0.00247431
464,76,XGBoost,0.00248241
464,77,XGBoost,0.0024507
464,78,XGBoost,0.00245404
464,79,XGBoost,0.00246477
464,80,XGBoost,0.00246
464,81,XGBoost,0.00244451
464,82,XGBoost,0.00242186
464,83,XGBoost,0.00243568
464,84,XGBoost,0.00247002
464,85,XGBoost,0.00242019
464,86,XGBoost,0.00247169
464,87,XGBoost,0.00245881
464,88,XGBoost,0.00244045
464,89,XGBoost,0.00243855
464,90,XGBoost,0.00244188
464,91,XGBoost,0.00243735
464,92,XGBoost,0.00248075
464,93,XGBoost,0.00245214
464,94,XGBoost,0.00244284
464,95,XGBoost,0.00245786
464,96,XGBoost,0.0024519
464,97,XGBoost,0.00245428
464,98,XGBoost,0.00247359
464,99,XGBoost,0.00247979
464,100,XGBoost,0.00244093
1000,1,XGBoost,0.00440693
1000,2,XGBoost,0.00438643
1000,3,XGBoost,0.00436378
1000,4,XGBoost,0.00444865
1000,5,XGBoost,0.00434995
1000,6,XGBoost,0.00441194
1000,7,XGBoost,0.00439477
1000,8,XGBoost,0.00440335
1000,9,XGBoost,0.00439286
1000,10,XGBoost,0.00434995
1000,11,XGBoost,0.00442171
1000,12,XGBoost,0.00446534
1000,13,XGBoost,0.00436759
1000,14,XGBoost,0.00438285
1000,15,XGBoost,0.00438786
1000,16,XGBoost,0.00440621
1000,17,XGBoost,0.00444031
1000,18,XGBoost,0.0044353
1000,19,XGBoost,0.00431705
1000,20,XGBoost,0.00441098
1000,21,XGBoost,0.028403
1000,22,XGBoost,0.00437427
1000,23,XGBoost,0.00440073
1000,24,XGBoost,0.00432396
1000,25,XGBoost,0.00434828
1000,26,XGBoost,0.0043726
1000,27,XGBoost,0.00434089
1000,28,XGBoost,0.00439262
1000,29,XGBoost,0.00440168
1000,30,XGBoost,0.00439501
1000,31,XGBoost,0.00440979
1000,32,XGBoost,0.00441957
1000,33,XGBoost,0.00439501
1000,34,XGBoost,0.00445652
1000,35,XGBoost,0.00440526
1000,36,XGBoost,0.00436449
1000,37,XGBoost,0.00438857
1000,38,XGBoost,0.00445676
1000,39,XGBoost,0.00442171
1000,40,XGBoost,0.00434899
1000,41,XGBoost,0.00437832
1000,42,XGBoost,0.00439715
1000,43,XGBoost,0.0270486
1000,44,XGBoost,0.00440693
1000,45,XGBoost,0.00437427
1000,46,XGBoost,0.00436926
1000,47,XGBoost,0.00437546
1000,48,XGBoost,0.00437236
1000,49,XGBoost,0.00434756
1000,50,XGBoost,0.00437284
1000,51,XGBoost,0.00436783
1000,52,XGBoost,0.00437236
1000,53,XGBoost,0.00439978
1000,54,XGBoost,0.00440359
1000,55,XGBoost,0.00441289
1000,56,XGBoost,0.00436401
1000,57,XGBoost,0.00439739
1000,58,XGBoost,0.00439286
1000,59,XGBoost,0.00443292
1000,60,XGBoost,0.00439668
1000,61,XGBoost,0.00441241
1000,62,XGBoost,0.00438976
1000,63,XGBoost,0.00443006
1000,64,XGBoost,0.00438547
1000,65,XGBoost,0.00434566
1000,66,XGBoost,0.00436974
1000,67,XGBoost,0.00440454
1000,68,XGBoost,0.00438976
1000,69,XGBoost,0.00439048
1000,70,XGBoost,0.00440145
1000,71,XGBoost,0.0044024
1000,72,XGBoost,0.00443149
1000,73,XGBoost,0.00438929
1000,74,XGBoost,0.00438023
1000,75,XGBoost,0.00438094
1000,76,XGBoost,0.00435162
1000,77,XGBoost,0.00436783
1000,78,XGBoost,0.00434494
1000,79,XGBoost,0.00440454
1000,80,XGBoost,0.00440335
1000,81,XGBoost,0.00435567
1000,82,XGBoost,0.00439811
1000,83,XGBoost,0.00437427
1000,84,XGBoost,0.00437474
1000,85,XGBoost,0.00441575
1000,86,XGBoost,0.00436568
1000,87,XGBoost,0.00439334
1000,88,XGBoost,0.00436926
1000,89,XGBoost,0.00441074
1000,90,XGBoost,0.00438905
1000,91,XGBoost,0.00438547
1000,92,XGBoost,0.004354
1000,93,XGBoost,0.00439215
1000,94,XGBoost,0.027941
1000,95,XGBoost,0.00436902
1000,96,XGBoost,0.00436997
1000,97,XGBoost,0.00442958
1000,98,XGBoost,0.00439715
1000,99,XGBoost,0.00436616
1000,100,XGBoost,0.00440788
2154,1,XGBoost,0.00879335
2154,2,XGBoost,0.00877666
2154,3,XGBoost,0.00881124
2154,4,XGBoost,0.00869417
2154,5,XGBoost,0.00869226
2154,6,XGBoost,0.00878334
2154,7,XGBoost,0.00883389
2154,8,XGBoost,0.00880551
2154,9,XGBoost,0.00873661
2154,10,XGBoost,0.00879097
2154,11,XGBoost,0.00880194
2154,12,XGBoost,0.00875831
2154,13,XGBoost,0.00874901
2154,14,XGBoost,0.00877261
2154,15,XGBoost,0.00878024
2154,16,XGBoost,0.00881553
2154,17,XGBoost,0.00876832
2154,18,XGBoost,0.0088141
2154,19,XGBoost,0.00885296
2154,20,XGBoost,0.00870609
2154,21,XGBoost,0.0088098
2154,22,XGBoost,0.00879169
2154,23,XGBoost,0.00871062
2154,24,XGBoost,0.00876784
2154,25,XGBoost,0.00878549
2154,26,XGBoost,0.00874329
2154,27,XGBoost,0.00875211
2154,28,XGBoost,0.00880504
2154,29,XGBoost,0.00880742
2154,30,XGBoost,0.00884628
2154,31,XGBoost,0.00876498
2154,32,XGBoost,0.00873566
2154,33,XGBoost,0.00883412
2154,34,XGBoost,0.00876999
2154,35,XGBoost,0.00876117
2154,36,XGBoost,0.00877428
2154,37,XGBoost,0.00885272
2154,38,XGBoost,0.00874901
2154,39,XGBoost,0.00881386
2154,40,XGBoost,0.00881767
2154,41,XGBoost,0.00878477
2154,42,XGBoost,0.00885272
2154,43,XGBoost,0.00878978
2154,44,XGBoost,0.00872636
2154,45,XGBoost,0.00877357
2154,46,XGBoost,0.00874925
2154,47,XGBoost,0.00884128
2154,48,XGBoost,0.0316699
2154,49,XGBoost,0.00883579
2154,50,XGBoost,0.00878978
2154,51,XGBoost,0.00877094
2154,52,XGBoost,0.00881195
2154,53,XGBoost,0.00874972
2154,54,XGBoost,0.00874352
2154,55,XGBoost,0.00879478
2154,56,XGBoost,0.00871587
2154,57,XGBoost,0.00884008
2154,58,XGBoost,0.0087862
2154,59,XGBoost,0.00878119
2154,60,XGBoost,0.00880146
2154,61,XGBoost,0.00875568
2154,62,XGBoost,0.00873256
2154,63,XGBoost,0.00875711
2154,64,XGBoost,0.00888562
2154,65,XGBoost,0.00880957
2154,66,XGBoost,0.00871921
2154,67,XGBoost,0.00879383
2154,68,XGBoost,0.00879693
2154,69,XGBoost,0.00878549
2154,70,XGBoost,0.00879383
2154,71,XGBoost,0.00878525
2154,72,XGBoost,0.00882816
2154,73,XGBoost,0.00876379
2154,74,XGBoost,0.00878191
2154,75,XGBoost,0.00877404
2154,76,XGBoost,0.00874996
2154,77,XGBoost,0.00876188
2154,78,XGBoost,0.00888133
2154,79,XGBoost,0.00874925
2154,80,XGBoost,0.00890326
2154,81,XGBoost,0.0087378
2154,82,XGBoost,0.0088408
2154,83,XGBoost,0.00874829
2154,84,XGBoost,0.00876307
2154,85,XGBoost,0.00880694
2154,86,XGBoost,0.00887227
2154,87,XGBoost,0.00890565
2154,88,XGBoost,0.00874424
2154,89,XGBoost,0.00887489
2154,90,XGBoost,0.00876117
2154,91,XGBoost,0.00877404
2154,92,XGBoost,0.00873923
2154,93,XGBoost,0.00872636
2154,94,XGBoost,0.00872612
2154,95,XGBoost,0.00880909
2154,96,XGBoost,0.00880957
2154,97,XGBoost,0.00869298
2154,98,XGBoost,0.00878811
2154,99,XGBoost,0.00878191
2154,100,XGBoost,0.0299096
4641,1,XGBoost,0.018122
4641,2,XGBoost,0.0181646
4641,3,XGBoost,0.0181122
4641,4,XGBoost,0.018249
4641,5,XGBoost,0.0182686
4641,6,XGBoost,0.0182045
4641,7,XGBoost,0.0181787
4641,8,XGBoost,0.0181432
4641,9,XGBoost,0.0182569
4641,10,XGBoost,0.0182528
4641,11,XGBoost,0.0182168
4641,12,XGBoost,0.0181162
4641,13,XGBoost,0.0182729
4641,14,XGBoost,0.0181589
4641,15,XGBoost,0.0181015
4641,16,XGBoost,0.0182202
4641,17,XGBoost,0.018065
4641,18,XGBoost,0.0179713
4641,19,XGBoost,0.0180504
4641,20,XGBoost,0.0180066
4641,21,XGBoost,0.0180542
4641,22,XGBoost,0.018213
4641,23,XGBoost,0.0182288
4641,24,XGBoost,0.0181136
4641,25,XGBoost,0.0180874
4641,26,XGBoost,0.0181191
4641,27,XGBoost,0.0181167
4641,28,XGBoost,0.0180035
4641,29,XGBoost,0.0180573
4641,30,XGBoost,0.0181205
4641,31,XGBoost,0.018198
4641,32,XGBoost,0.0181856
4641,33,XGBoost,0.0181055
4641,34,XGBoost,0.0182767
4641,35,XGBoost,0.0182359
4641,36,XGBoost,0.0181558
4641,37,XGBoost,0.0181808
4641,38,XGBoost,0.0182142
4641,39,XGBoost,0.0183249
4641,40,XGBoost,0.0183144
4641,41,XGBoost,0.0182557
4641,42,XGBoost,0.0182111
4641,43,XGBoost,0.0183432
4641,44,XGBoost,0.0181558
4641,45,XGBoost,0.018163
4641,46,XGBoost,0.0182512
4641,47,XGBoost,0.0183146
4641,48,XGBoost,0.0405395
4641,49,XGBoost,0.0180824
4641,50,XGBoost,0.0181494
4641,51,XGBoost,0.0181613
4641,52,XGBoost,0.0182493
4641,53,XGBoost,0.0181918
4641,54,XGBoost,0.0180182
4641,55,XGBoost,0.0179422
4641,56,XGBoost,0.0179915
4641,57,XGBoost,0.0179567
4641,58,XGBoost,0.0181551
4641,59,XGBoost,0.0181303
4641,60,XGBoost,0.0180323
4641,61,XGBoost,0.0180941
4641,62,XGBoost,0.0181103
4641,63,XGBoost,0.018075
4641,64,XGBoost,0.0182056
4641,65,XGBoost,0.0181596
4641,66,XGBoost,0.0181091
4641,67,XGBoost,0.0182378
4641,68,XGBoost,0.0182328
4641,69,XGBoost,0.018218
4641,70,XGBoost,0.0181119
4641,71,XGBoost,0.0180724
4641,72,XGBoost,0.0180802
4641,73,XGBoost,0.0181072
4641,74,XGBoost,0.0180318
4641,75,XGBoost,0.018137
4641,76,XGBoost,0.0182095
4641,77,XGBoost,0.018038
4641,78,XGBoost,0.0180697
4641,79,XGBoost,0.0181384
4641,80,XGBoost,0.0181148
4641,81,XGBoost,0.0181358
4641,82,XGBoost,0.0181873
4641,83,XGBoost,0.018121
4641,84,XGBoost,0.0180855
4641,85,XGBoost,0.0181987
4641,86,XGBoost,0.0182264
4641,87,XGBoost,0.0182409
4641,88,XGBoost,0.0181096
4641,89,XGBoost,0.0182288
4641,90,XGBoost,0.0182655
4641,91,XGBoost,0.018188
4641,92,XGBoost,0.0181766
4641,93,XGBoost,0.0182788
4641,94,XGBoost,0.0182366
4641,95,XGBoost,0.0181408
4641,96,XGBoost,0.0388324
4641,97,XGBoost,0.0180211
4641,98,XGBoost,0.0179565
4641,99,XGBoost,0.0179708
4641,100,XGBoost,0.018002
10000,1,XGBoost,0.035131
10000,2,XGBoost,0.0349598
10000,3,XGBoost,0.035234
10000,4,XGBoost,0.0351646
10000,5,XGBoost,0.0354128
10000,6,XGBoost,0.0352616
10000,7,XGBoost,0.0353954
10000,8,XGBoost,0.035249
10000,9,XGBoost,0.0352938
10000,10,XGBoost,0.0353303
10000,11,XGBoost,0.0353963
10000,12,XGBoost,0.0354195
10000,13,XGBoost,0.0353172
10000,14,XGBoost,0.0354271
10000,15,XGBoost,0.0353384
10000,16,XGBoost,0.0351968
10000,17,XGBoost,0.0350988
10000,18,XGBoost,0.0351167
10000,19,XGBoost,0.0352647
10000,20,XGBoost,0.035152
10000,21,XGBoost,0.0352039
10000,22,XGBoost,0.0352552
10000,23,XGBoost,0.0353506
10000,24,XGBoost,0.0351849
10000,25,XGBoost,0.035213
10000,26,XGBoost,0.0353341
10000,27,XGBoost,0.0353711
10000,28,XGBoost,0.0354612
10000,29,XGBoost,0.0352983
10000,30,XGBoost,0.0353837
10000,31,XGBoost,0.0353601
10000,32,XGBoost,0.035367
10000,33,XGBoost,0.03527
10000,34,XGBoost,0.0363293
10000,35,XGBoost,0.0351517
10000,36,XGBoost,0.0351892
10000,37,XGBoost,0.035085
10000,38,XGBoost,0.0352387
10000,39,XGBoost,0.0353303
10000,40,XGBoost,0.0352514
10000,41,XGBoost,0.0352347
10000,42,XGBoost,0.0353858
10000,43,XGBoost,0.0353935
10000,44,XGBoost,0.0566952
10000,45,XGBoost,0.0353031
10000,46,XGBoost,0.0352592
10000,47,XGBoost,0.0352764
10000,48,XGBoost,0.0352683
10000,49,XGBoost,0.0354688
10000,50,XGBoost,0.0354636
10000,51,XGBoost,0.0353811
10000,52,XGBoost,0.0354693
10000,53,XGBoost,0.0353251
10000,54,XGBoost,0.0352416
10000,55,XGBoost,0.0353656
10000,56,XGBoost,0.0352454
10000,57,XGBoost,0.0350862
10000,58,XGBoost,0.0353296
10000,59,XGBoost,0.0352287
10000,60,XGBoost,0.0354078
10000,61,XGBoost,0.0353634
10000,62,XGBoost,0.0353434
10000,63,XGBoost,0.0354886
10000,64,XGBoost,0.0353751
10000,65,XGBoost,0.0349994
10000,66,XGBoost,0.0350194
10000,67,XGBoost,0.0350926
10000,68,XGBoost,0.0351889
10000,69,XGBoost,0.0354509
10000,70,XGBoost,0.0355251
10000,71,XGBoost,0.0353718
10000,72,XGBoost,0.0353866
10000,73,XGBoost,0.0353179
10000,74,XGBoost,0.0355706
10000,75,XGBoost,0.0354226
10000,76,XGBoost,0.0354431
10000,77,XGBoost,0.0349824
10000,78,XGBoost,0.0350471
10000,79,XGBoost,0.0350232
10000,80,XGBoost,0.0350666
10000,81,XGBoost,0.0350983
10000,82,XGBoost,0.0353043
10000,83,XGBoost,0.0352523
10000,84,XGBoost,0.0351963
10000,85,XGBoost,0.0353997
10000,86,XGBoost,0.0354664
10000,87,XGBoost,0.0352647
10000,88,XGBoost,0.0353482
10000,89,XGBoost,0.0353892
10000,90,XGBoost,0.0352726
10000,91,XGBoost,0.0353894
10000,92,XGBoost,0.0352128
10000,93,XGBoost,0.0351746
10000,94,XGBoost,0.03513
10000,95,XGBoost,0.0352824
10000,96,XGBoost,0.0352278
10000,97,XGBoost,0.0352843
10000,98,XGBoost,0.0352452
10000,99,XGBoost,0.0352621
10000,100,XGBoost,0.0836248
21544,1,XGBoost,0.0739908
21544,2,XGBoost,0.0739384
21544,3,XGBoost,0.0741541
21544,4,XGBoost,0.0742064
21544,5,XGBoost,0.0736728
21544,6,XGBoost,0.0738876
21544,7,XGBoost,0.0738809
21544,8,XGBoost,0.0740209
21544,9,XGBoost,0.0739446
21544,10,XGBoost,0.0740743
21544,11,XGBoost,0.0734711
21544,12,XGBoost,0.0738995
21544,13,XGBoost,0.0738058
21544,14,XGBoost,0.0740333
21544,15,XGBoost,0.0742095
21544,16,XGBoost,0.0738733
21544,17,XGBoost,0.0736287
21544,18,XGBoost,0.0739257
21544,19,XGBoost,0.0740495
21544,20,XGBoost,0.0744517
21544,21,XGBoost,0.0742764
21544,22,XGBoost,0.073776
21544,23,XGBoost,0.0735757
21544,24,XGBoost,0.0739474
21544,25,XGBoost,0.0741127
21544,26,XGBoost,0.0740449
21544,27,XGBoost,0.0740874
21544,28,XGBoost,0.0742767
21544,29,XGBoost,0.0740077
21544,30,XGBoost,0.0738246
21544,31,XGBoost,0.0739243
21544,32,XGBoost,0.0740919
21544,33,XGBoost,0.0742548
21544,34,XGBoost,0.0734575
21544,35,XGBoost,0.073725
21544,36,XGBoost,0.0739574
21544,37,XGBoost,0.0739737
21544,38,XGBoost,0.0738208
21544,39,XGBoost,0.074054
21544,40,XGBoost,0.0741274
21544,41,XGBoost,0.0738888
21544,42,XGBoost,0.0733273
21544,43,XGBoost,0.0734875
21544,44,XGBoost,0.0735967
21544,45,XGBoost,0.0739202
21544,46,XGBoost,0.0740671
21544,47,XGBoost,0.0739191
21544,48,XGBoost,0.0738282
21544,49,XGBoost,0.0738735
21544,50,XGBoost,0.0738866
21544,51,XGBoost,0.0741181
21544,52,XGBoost,0.0738723
21544,53,XGBoost,0.077739
21544,54,XGBoost,0.0739532
21544,55,XGBoost,0.0740838
21544,56,XGBoost,0.0741432
21544,57,XGBoost,0.0736549
21544,58,XGBoost,0.11655
21544,59,XGBoost,0.0740261
21544,60,XGBoost,0.0741551
21544,61,XGBoost,0.0740736
21544,62,XGBoost,0.0742123
21544,63,XGBoost,0.0736957
21544,64,XGBoost,0.0735881
21544,65,XGBoost,0.0741503
21544,66,XGBoost,0.0742252
21544,67,XGBoost,0.0741012
21544,68,XGBoost,0.0740988
21544,69,XGBoost,0.0739944
21544,70,XGBoost,0.0739355
21544,71,XGBoost,0.0739625
21544,72,XGBoost,0.0740166
21544,73,XGBoost,0.0742707
21544,74,XGBoost,0.0740883
21544,75,XGBoost,0.0740085
21544,76,XGBoost,0.0741079
21544,77,XGBoost,0.0739973
21544,78,XGBoost,0.0739253
21544,79,XGBoost,0.0741284
21544,80,XGBoost,0.0740685
21544,81,XGBoost,0.0738201
21544,82,XGBoost,0.0738838
21544,83,XGBoost,0.0739119
21544,84,XGBoost,0.0738337
21544,85,XGBoost,0.0738328
21544,86,XGBoost,0.0735025
21544,87,XGBoost,0.0736816
21544,88,XGBoost,0.0739162
21544,89,XGBoost,0.0740638
21544,90,XGBoost,0.074121
21544,91,XGBoost,0.0740578
21544,92,XGBoost,0.0740316
21544,93,XGBoost,0.0738771
21544,94,XGBoost,0.0735521
21544,95,XGBoost,0.0739319
21544,96,XGBoost,0.0741315
21544,97,XGBoost,0.0740769
21544,98,XGBoost,0.0739539
21544,99,XGBoost,0.0739889
21544,100,XGBoost,0.0736177
46415,1,XGBoost,0.16051
46415,2,XGBoost,0.160436
46415,3,XGBoost,0.161194
46415,4,XGBoost,0.161266
46415,5,XGBoost,0.160158
46415,6,XGBoost,0.160985
46415,7,XGBoost,0.161404
46415,8,XGBoost,0.16018
46415,9,XGBoost,0.160575
46415,10,XGBoost,0.161058
46415,11,XGBoost,0.160957
46415,12,XGBoost,0.206901
46415,13,XGBoost,0.161066
46415,14,XGBoost,0.160687
46415,15,XGBoost,0.160741
46415,16,XGBoost,0.160881
46415,17,XGBoost,0.160124
46415,18,XGBoost,0.160987
46415,19,XGBoost,0.161509
46415,20,XGBoost,0.160323
46415,21,XGBoost,0.160687
46415,22,XGBoost,0.160598
46415,23,XGBoost,0.160793
46415,24,XGBoost,0.161116
46415,25,XGBoost,0.160797
46415,26,XGBoost,0.160413
46415,27,XGBoost,0.160984
46415,28,XGBoost,0.160453
46415,29,XGBoost,0.159937
46415,30,XGBoost,0.160739
46415,31,XGBoost,0.161011
46415,32,XGBoost,0.160533
46415,33,XGBoost,0.161047
46415,34,XGBoost,0.161028
46415,35,XGBoost,0.160704
46415,36,XGBoost,0.160146
46415,37,XGBoost,0.160504
46415,38,XGBoost,0.160739
46415,39,XGBoost,0.160876
46415,40,XGBoost,0.160178
46415,41,XGBoost,0.16077
46415,42,XGBoost,0.160869
46415,43,XGBoost,0.16034
46415,44,XGBoost,0.160565
46415,45,XGBoost,0.161133
46415,46,XGBoost,0.160831
46415,47,XGBoost,0.160753
46415,48,XGBoost,0.161426
46415,49,XGBoost,0.159921
46415,50,XGBoost,0.160318
46415,51,XGBoost,0.160984
46415,52,XGBoost,0.161349
46415,53,XGBoost,0.160856
46415,54,XGBoost,0.159758
46415,55,XGBoost,0.20313
46415,56,XGBoost,0.161232
46415,57,XGBoost,0.160707
46415,58,XGBoost,0.160722
46415,59,XGBoost,0.160961
46415,60,XGBoost,0.16064
46415,61,XGBoost,0.160108
46415,62,XGBoost,0.161011
46415,63,XGBoost,0.160193
46415,64,XGBoost,0.160842
46415,65,XGBoost,0.16068
46415,66,XGBoost,0.159468
46415,67,XGBoost,0.160888
46415,68,XGBoost,0.161414
46415,69,XGBoost,0.16003
46415,70,XGBoost,0.160554
46415,71,XGBoost,0.160952
46415,72,XGBoost,0.159908
46415,73,XGBoost,0.160864
46415,74,XGBoost,0.16104
46415,75,XGBoost,0.160319
46415,76,XGBoost,0.160675
46415,77,XGBoost,0.161305
46415,78,XGBoost,0.160691
46415,79,XGBoost,0.160961
46415,80,XGBoost,0.160161
46415,81,XGBoost,0.161088
46415,82,XGBoost,0.16104
46415,83,XGBoost,0.160313
46415,84,XGBoost,0.161282
46415,85,XGBoost,0.1603
46415,86,XGBoost,0.160767
46415,87,XGBoost,0.161087
46415,88,XGBoost,0.16031
46415,89,XGBoost,0.160634
46415,90,XGBoost,0.160495
46415,91,XGBoost,0.160617
46415,92,XGBoost,0.160644
46415,93,XGBoost,0.160605
46415,94,XGBoost,0.160363
46415,95,XGBoost,0.160639
46415,96,XGBoost,0.160579
46415,97,XGBoost,0.160785
46415,98,XGBoost,0.160519
46415,99,XGBoost,0.161158
46415,100,XGBoost,0.160483
100000,1,XGBoost,0.340186
100000,2,XGBoost,0.341595
100000,3,XGBoost,0.340163
100000,4,XGBoost,0.34153
100000,5,XGBoost,0.340852
100000,6,XGBoost,0.340875
100000,7,XGBoost,0.341208
100000,8,XGBoost,0.340697
100000,9,XGBoost,0.3404
100000,10,XGBoost,0.341161
100000,11,XGBoost,0.340482
100000,12,XGBoost,0.34057
100000,13,XGBoost,0.340134
100000,14,XGBoost,0.340614
100000,15,XGBoost,0.384255
100000,16,XGBoost,0.341027
100000,17,XGBoost,0.340801
100000,18,XGBoost,0.341681
100000,19,XGBoost,0.340932
100000,20,XGBoost,0.341385
100000,21,XGBoost,0.341466
100000,22,XGBoost,0.34115
100000,23,XGBoost,0.340319
100000,24,XGBoost,0.340463
100000,25,XGBoost,0.341409
100000,26,XGBoost,0.341464
100000,27,XGBoost,0.340216
100000,28,XGBoost,0.341118
100000,29,XGBoost,0.339928
100000,30,XGBoost,0.340429
100000,31,XGBoost,0.340851
100000,32,XGBoost,0.340358
100000,33,XGBoost,0.340606
100000,34,XGBoost,0.340534
100000,35,XGBoost,0.340134
100000,36,XGBoost,0.341096
100000,37,XGBoost,0.341666
100000,38,XGBoost,0.340744
100000,39,XGBoost,0.340889
100000,40,XGBoost,0.341663
100000,41,XGBoost,0.340232
100000,42,XGBoost,0.341227
100000,43,XGBoost,0.340036
100000,44,XGBoost,0.34152
100000,45,XGBoost,0.341314
100000,46,XGBoost,0.341249
100000,47,XGBoost,0.340147
100000,48,XGBoost,0.341309
100000,49,XGBoost,0.34094
100000,50,XGBoost,0.341694
100000,51,XGBoost,0.340513
100000,52,XGBoost,0.341358
100000,53,XGBoost,0.340297
100000,54,XGBoost,0.341274
100000,55,XGBoost,0.340648
100000,56,XGBoost,0.34094
100000,57,XGBoost,0.381315
100000,58,XGBoost,0.34028
100000,59,XGBoost,0.341561
100000,60,XGBoost,0.340504
100000,61,XGBoost,0.340432
100000,62,XGBoost,0.341313
100000,63,XGBoost,0.340462
100000,64,XGBoost,0.340864
100000,65,XGBoost,0.342631
100000,66,XGBoost,0.340773
100000,67,XGBoost,0.341225
100000,68,XGBoost,0.340858
100000,69,XGBoost,0.341264
100000,70,XGBoost,0.339724
100000,71,XGBoost,0.340487
100000,72,XGBoost,0.340446
100000,73,XGBoost,0.341604
100000,74,XGBoost,0.340825
100000,75,XGBoost,0.341484
100000,76,XGBoost,0.340283
100000,77,XGBoost,0.340954
100000,78,XGBoost,0.340227
100000,79,XGBoost,0.340897
100000,80,XGBoost,0.340863
100000,81,XGBoost,0.340613
100000,82,XGBoost,0.341426
100000,83,XGBoost,0.341295
100000,84,XGBoost,0.34032
100000,85,XGBoost,0.341433
100000,86,XGBoost,0.341707
100000,87,XGBoost,0.340754
100000,88,XGBoost,0.341352
100000,89,XGBoost,0.34141
100000,90,XGBoost,0.340514
100000,91,XGBoost,0.340381
100000,92,XGBoost,0.341304
100000,93,XGBoost,0.339836
100000,94,XGBoost,0.341335
100000,95,XGBoost,0.341861
100000,96,XGBoost,0.341195
100000,97,XGBoost,0.341761
100000,98,XGBoost,0.341545
100000,99,XGBoost,0.378781
100000,100,XGBoost,0.34135