### [bt]: This is batchtools v0.9.17
### [bt]: Starting calculation of 1 jobs
### [bt]: Setting working directory to '/projects/genomic-ml/projects/max-generalized-auc'
### [bt]: Memory measurement disabled
### [bt]: Starting job [batchtools job.id=131]
### [bt]: Setting seed to 15476 ...
[1] "module load anaconda3 && conda activate torch2 && python data_Classif.py data_Classif_scaled/FashionMNIST_N=10000_seed=1.csv Logistic 1e-04"
   step_number  set_name  loss_value       auc
0            0  subtrain   14.768611  0.182362
   step_number    set_name  loss_value       auc
0            0  validation   14.234086  0.184806
   step_number  set_name  loss_value       auc
0            1  subtrain   14.767037  0.182377
   step_number    set_name  loss_value       auc
0            1  validation   14.232537  0.184821
   step_number  set_name  loss_value       auc
0            2  subtrain   14.765463  0.182393
   step_number    set_name  loss_value       auc
0            2  validation   14.230989  0.184839
   step_number  set_name  loss_value       auc
0            3  subtrain   14.763887  0.182408
   step_number    set_name  loss_value      auc
0            3  validation   14.229443  0.18486
   step_number  set_name  loss_value       auc
0            4  subtrain   14.762314  0.182422
   step_number    set_name  loss_value       auc
0            4  validation   14.227894  0.184881
   step_number  set_name  loss_value       auc
0            5  subtrain    14.76074  0.182436
   step_number    set_name  loss_value       auc
0            5  validation   14.226347  0.184904
   step_number  set_name  loss_value       auc
0            6  subtrain   14.759166  0.182451
   step_number    set_name  loss_value      auc
0            6  validation   14.224798  0.18492
   step_number  set_name  loss_value       auc
0            7  subtrain   14.757594  0.182467
   step_number    set_name  loss_value       auc
0            7  validation   14.223251  0.184937
   step_number  set_name  loss_value       auc
0            8  subtrain   14.756019  0.182479
   step_number    set_name  loss_value       auc
0            8  validation   14.221704  0.184948
   step_number  set_name  loss_value       auc
0            9  subtrain   14.754447  0.182495
   step_number    set_name  loss_value       auc
0            9  validation    14.22016  0.184966
   step_number  set_name  loss_value       auc
0           10  subtrain   14.752873  0.182509
   step_number    set_name  loss_value       auc
0           10  validation   14.218611  0.184986
   step_number  set_name  loss_value       auc
0           11  subtrain     14.7513  0.182526
   step_number    set_name  loss_value       auc
0           11  validation   14.217066  0.185004
   step_number  set_name  loss_value       auc
0           12  subtrain   14.749726  0.182547
   step_number    set_name  loss_value      auc
0           12  validation   14.215519  0.18502
   step_number  set_name  loss_value       auc
0           13  subtrain   14.748155  0.182558
   step_number    set_name  loss_value       auc
0           13  validation   14.213973  0.185038
   step_number  set_name  loss_value       auc
0           14  subtrain   14.746583  0.182571
   step_number    set_name  loss_value       auc
0           14  validation   14.212428  0.185053
   step_number  set_name  loss_value       auc
0           15  subtrain   14.745011  0.182586
   step_number    set_name  loss_value       auc
0           15  validation   14.210879  0.185073
   step_number  set_name  loss_value       auc
0           16  subtrain   14.743438  0.182603
   step_number    set_name  loss_value       auc
0           16  validation   14.209336  0.185094
   step_number  set_name  loss_value       auc
0           17  subtrain   14.741865  0.182622
   step_number    set_name  loss_value       auc
0           17  validation   14.207789  0.185112
   step_number  set_name  loss_value       auc
0           18  subtrain   14.740294  0.182634
   step_number    set_name  loss_value      auc
0           18  validation   14.206244  0.18513
   step_number  set_name  loss_value       auc
0           19  subtrain   14.738724  0.182649
   step_number    set_name  loss_value       auc
0           19  validation   14.204699  0.185152
   step_number  set_name  loss_value       auc
0           20  subtrain   14.737151  0.182662
   step_number    set_name  loss_value      auc
0           20  validation   14.203153  0.18517
   step_number  set_name  loss_value       auc
0           21  subtrain   14.735579  0.182676
   step_number    set_name  loss_value       auc
0           21  validation   14.201608  0.185182
   step_number  set_name  loss_value       auc
0           22  subtrain    14.73401  0.182692
   step_number    set_name  loss_value       auc
0           22  validation   14.200064  0.185207
   step_number  set_name  loss_value      auc
0           23  subtrain   14.732439  0.18271
   step_number    set_name  loss_value       auc
0           23  validation   14.198519  0.185226
   step_number  set_name  loss_value       auc
0           24  subtrain   14.730868  0.182722
   step_number    set_name  loss_value       auc
0           24  validation   14.196975  0.185247
   step_number  set_name  loss_value       auc
0           25  subtrain   14.729297  0.182738
   step_number    set_name  loss_value       auc
0           25  validation   14.195432  0.185268
   step_number  set_name  loss_value       auc
0           26  subtrain   14.727725  0.182755
   step_number    set_name  loss_value       auc
0           26  validation   14.193888  0.185287
   step_number  set_name  loss_value       auc
0           27  subtrain   14.726156  0.182772
   step_number    set_name  loss_value       auc
0           27  validation   14.192342  0.185298
   step_number  set_name  loss_value       auc
0           28  subtrain   14.724586  0.182783
   step_number    set_name  loss_value       auc
0           28  validation   14.190799  0.185314
   step_number  set_name  loss_value       auc
0           29  subtrain   14.723017  0.182801
   step_number    set_name  loss_value       auc
0           29  validation   14.189257  0.185332
   step_number  set_name  loss_value       auc
0           30  subtrain   14.721447  0.182814
   step_number    set_name  loss_value       auc
0           30  validation   14.187713  0.185351
   step_number  set_name  loss_value       auc
0           31  subtrain   14.719876  0.182824
   step_number    set_name  loss_value       auc
0           31  validation   14.186169  0.185369
   step_number  set_name  loss_value       auc
0           32  subtrain   14.718307  0.182843
   step_number    set_name  loss_value       auc
0           32  validation   14.184627  0.185385
   step_number  set_name  loss_value       auc
0           33  subtrain   14.716739  0.182856
   step_number    set_name  loss_value       auc
0           33  validation   14.183082  0.185403
   step_number  set_name  loss_value       auc
0           34  subtrain   14.715169  0.182878
   step_number    set_name  loss_value       auc
0           34  validation    14.18154  0.185421
   step_number  set_name  loss_value       auc
0           35  subtrain     14.7136  0.182895
   step_number    set_name  loss_value       auc
0           35  validation   14.179996  0.185436
   step_number  set_name  loss_value       auc
0           36  subtrain   14.712031  0.182914
   step_number    set_name  loss_value       auc
0           36  validation   14.178454  0.185456
   step_number  set_name  loss_value       auc
0           37  subtrain   14.710463  0.182924
   step_number    set_name  loss_value       auc
0           37  validation   14.176912  0.185477
   step_number  set_name  loss_value       auc
0           38  subtrain   14.708894  0.182938
   step_number    set_name  loss_value       auc
0           38  validation    14.17537  0.185491
   step_number  set_name  loss_value       auc
0           39  subtrain   14.707325  0.182951
   step_number    set_name  loss_value       auc
0           39  validation   14.173828  0.185513
   step_number  set_name  loss_value       auc
0           40  subtrain   14.705758  0.182967
   step_number    set_name  loss_value       auc
0           40  validation   14.172286  0.185531
   step_number  set_name  loss_value       auc
0           41  subtrain   14.704189  0.182981
   step_number    set_name  loss_value       auc
0           41  validation   14.170744  0.185548
   step_number  set_name  loss_value       auc
0           42  subtrain   14.702621  0.182996
   step_number    set_name  loss_value       auc
0           42  validation   14.169202  0.185562
   step_number  set_name  loss_value       auc
0           43  subtrain   14.701053  0.183012
   step_number    set_name  loss_value       auc
0           43  validation    14.16766  0.185583
   step_number  set_name  loss_value      auc
0           44  subtrain   14.699485  0.18303
   step_number    set_name  loss_value       auc
0           44  validation   14.166119  0.185602
   step_number  set_name  loss_value       auc
0           45  subtrain   14.697919  0.183042
   step_number    set_name  loss_value       auc
0           45  validation   14.164578  0.185618
   step_number  set_name  loss_value       auc
0           46  subtrain    14.69635  0.183057
   step_number    set_name  loss_value       auc
0           46  validation   14.163036  0.185632
   step_number  set_name  loss_value       auc
0           47  subtrain   14.694783  0.183067
   step_number    set_name  loss_value       auc
0           47  validation   14.161497  0.185642
   step_number  set_name  loss_value      auc
0           48  subtrain   14.693215  0.18308
   step_number    set_name  loss_value       auc
0           48  validation   14.159955  0.185657
   step_number  set_name  loss_value       auc
0           49  subtrain    14.69165  0.183094
   step_number    set_name  loss_value       auc
0           49  validation   14.158413  0.185674
   step_number  set_name  loss_value       auc
0           50  subtrain   14.690082  0.183119
   step_number    set_name  loss_value       auc
0           50  validation   14.156874  0.185692
   step_number  set_name  loss_value       auc
0           51  subtrain   14.688518  0.183135
   step_number    set_name  loss_value       auc
0           51  validation   14.155334  0.185715
   step_number  set_name  loss_value       auc
0           52  subtrain   14.686949  0.183145
   step_number    set_name  loss_value       auc
0           52  validation   14.153793  0.185736
   step_number  set_name  loss_value       auc
0           53  subtrain   14.685383  0.183158
   step_number    set_name  loss_value       auc
0           53  validation   14.152255  0.185758
   step_number  set_name  loss_value       auc
0           54  subtrain   14.683819  0.183172
   step_number    set_name  loss_value       auc
0           54  validation   14.150713  0.185775
   step_number  set_name  loss_value       auc
0           55  subtrain   14.682252  0.183185
   step_number    set_name  loss_value       auc
0           55  validation   14.149175  0.185793
   step_number  set_name  loss_value     auc
0           56  subtrain   14.680686  0.1832
   step_number    set_name  loss_value       auc
0           56  validation   14.147635  0.185815
   step_number  set_name  loss_value       auc
0           57  subtrain   14.679119  0.183216
   step_number    set_name  loss_value       auc
0           57  validation   14.146093  0.185832
   step_number  set_name  loss_value       auc
0           58  subtrain   14.677553  0.183232
   step_number    set_name  loss_value       auc
0           58  validation   14.144556  0.185848
   step_number  set_name  loss_value       auc
0           59  subtrain   14.675987  0.183248
   step_number    set_name  loss_value       auc
0           59  validation   14.143017  0.185862
   step_number  set_name  loss_value       auc
0           60  subtrain   14.674423  0.183264
   step_number    set_name  loss_value       auc
0           60  validation   14.141479  0.185878
   step_number  set_name  loss_value       auc
0           61  subtrain   14.672859  0.183276
   step_number    set_name  loss_value       auc
0           61  validation   14.139939  0.185892
   step_number  set_name  loss_value       auc
0           62  subtrain   14.671294  0.183294
   step_number    set_name  loss_value       auc
0           62  validation     14.1384  0.185916
   step_number  set_name  loss_value       auc
0           63  subtrain   14.669729  0.183309
   step_number    set_name  loss_value       auc
0           63  validation   14.136863  0.185931
   step_number  set_name  loss_value       auc
0           64  subtrain   14.668164  0.183325
   step_number    set_name  loss_value       auc
0           64  validation   14.135322  0.185947
   step_number  set_name  loss_value      auc
0           65  subtrain     14.6666  0.18334
   step_number    set_name  loss_value       auc
0           65  validation   14.133784  0.185962
   step_number  set_name  loss_value       auc
0           66  subtrain   14.665036  0.183349
   step_number    set_name  loss_value       auc
0           66  validation   14.132247  0.185983
   step_number  set_name  loss_value       auc
0           67  subtrain   14.663472  0.183362
   step_number    set_name  loss_value       auc
0           67  validation    14.13071  0.185995
   step_number  set_name  loss_value      auc
0           68  subtrain   14.661906  0.18338
   step_number    set_name  loss_value       auc
0           68  validation   14.129172  0.186016
   step_number  set_name  loss_value       auc
0           69  subtrain   14.660344  0.183395
   step_number    set_name  loss_value       auc
0           69  validation   14.127634  0.186042
   step_number  set_name  loss_value       auc
0           70  subtrain   14.658781  0.183407
   step_number    set_name  loss_value       auc
0           70  validation   14.126097  0.186056
   step_number  set_name  loss_value       auc
0           71  subtrain   14.657217  0.183423
   step_number    set_name  loss_value       auc
0           71  validation   14.124561  0.186078
   step_number  set_name  loss_value       auc
0           72  subtrain   14.655653  0.183438
   step_number    set_name  loss_value       auc
0           72  validation   14.123023  0.186094
   step_number  set_name  loss_value       auc
0           73  subtrain   14.654091  0.183454
   step_number    set_name  loss_value       auc
0           73  validation   14.121486  0.186113
   step_number  set_name  loss_value       auc
0           74  subtrain   14.652528  0.183464
   step_number    set_name  loss_value       auc
0           74  validation   14.119948  0.186128
   step_number  set_name  loss_value       auc
0           75  subtrain   14.650966  0.183476
   step_number    set_name  loss_value       auc
0           75  validation   14.118413  0.186146
   step_number  set_name  loss_value      auc
0           76  subtrain   14.649402  0.18349
   step_number    set_name  loss_value       auc
0           76  validation   14.116877  0.186169
   step_number  set_name  loss_value       auc
0           77  subtrain   14.647838  0.183507
   step_number    set_name  loss_value       auc
0           77  validation   14.115337  0.186193
   step_number  set_name  loss_value       auc
0           78  subtrain   14.646276  0.183528
   step_number    set_name  loss_value       auc
0           78  validation   14.113805  0.186208
   step_number  set_name  loss_value       auc
0           79  subtrain   14.644715  0.183549
   step_number    set_name  loss_value       auc
0           79  validation   14.112267  0.186222
   step_number  set_name  loss_value       auc
0           80  subtrain   14.643153  0.183563
   step_number    set_name  loss_value       auc
0           80  validation   14.110731  0.186236
   step_number  set_name  loss_value       auc
0           81  subtrain   14.641591  0.183573
   step_number    set_name  loss_value       auc
0           81  validation   14.109196  0.186254
   step_number  set_name  loss_value       auc
0           82  subtrain    14.64003  0.183586
   step_number    set_name  loss_value       auc
0           82  validation   14.107661  0.186273
   step_number  set_name  loss_value       auc
0           83  subtrain   14.638467  0.183597
   step_number    set_name  loss_value       auc
0           83  validation   14.106125  0.186296
   step_number  set_name  loss_value       auc
0           84  subtrain   14.636907  0.183613
   step_number    set_name  loss_value       auc
0           84  validation   14.104589  0.186315
   step_number  set_name  loss_value       auc
0           85  subtrain   14.635345  0.183628
   step_number    set_name  loss_value       auc
0           85  validation   14.103056  0.186335
   step_number  set_name  loss_value       auc
0           86  subtrain   14.633784  0.183647
   step_number    set_name  loss_value       auc
0           86  validation   14.101521  0.186355
   step_number  set_name  loss_value       auc
0           87  subtrain   14.632223  0.183664
   step_number    set_name  loss_value       auc
0           87  validation   14.099984  0.186374
   step_number  set_name  loss_value      auc
0           88  subtrain   14.630663  0.18368
   step_number    set_name  loss_value       auc
0           88  validation   14.098452  0.186387
   step_number  set_name  loss_value       auc
0           89  subtrain     14.6291  0.183697
   step_number    set_name  loss_value       auc
0           89  validation   14.096917  0.186406
   step_number  set_name  loss_value       auc
0           90  subtrain   14.627542  0.183715
   step_number    set_name  loss_value       auc
0           90  validation   14.095381  0.186428
   step_number  set_name  loss_value       auc
0           91  subtrain   14.625979  0.183734
   step_number    set_name  loss_value       auc
0           91  validation   14.093847  0.186445
   step_number  set_name  loss_value       auc
0           92  subtrain    14.62442  0.183753
   step_number    set_name  loss_value       auc
0           92  validation   14.092313  0.186456
   step_number  set_name  loss_value       auc
0           93  subtrain   14.622859  0.183773
   step_number    set_name  loss_value      auc
0           93  validation   14.090778  0.18647
   step_number  set_name  loss_value       auc
0           94  subtrain     14.6213  0.183789
   step_number    set_name  loss_value       auc
0           94  validation   14.089245  0.186492
   step_number  set_name  loss_value       auc
0           95  subtrain    14.61974  0.183801
   step_number    set_name  loss_value       auc
0           95  validation   14.087709  0.186508
   step_number  set_name  loss_value      auc
0           96  subtrain   14.618179  0.18381
   step_number    set_name  loss_value       auc
0           96  validation   14.086177  0.186529
   step_number  set_name  loss_value       auc
0           97  subtrain   14.616619  0.183824
   step_number    set_name  loss_value       auc
0           97  validation   14.084643  0.186546
   step_number  set_name  loss_value      auc
0           98  subtrain   14.615061  0.18384
   step_number    set_name  loss_value       auc
0           98  validation   14.083109  0.186556
   step_number  set_name  loss_value       auc
0           99  subtrain   14.613502  0.183858
   step_number    set_name  loss_value       auc
0           99  validation   14.081578  0.186577
   step_number  set_name  loss_value       auc
0          100  subtrain   14.611944  0.183874
   step_number    set_name  loss_value       auc
0          100  validation   14.080046  0.186592
   step_number  set_name  loss_value       auc
0          101  subtrain   14.610383  0.183892
   step_number    set_name  loss_value       auc
0          101  validation   14.078511  0.186613
   step_number  set_name  loss_value       auc
0          102  subtrain   14.608824  0.183901
   step_number    set_name  loss_value       auc
0          102  validation   14.076978  0.186638
   step_number  set_name  loss_value       auc
0          103  subtrain   14.607265  0.183921
   step_number    set_name  loss_value       auc
0          103  validation   14.075447  0.186652
   step_number  set_name  loss_value       auc
0          104  subtrain   14.605706  0.183941
   step_number    set_name  loss_value       auc
0          104  validation   14.073913  0.186673
   step_number  set_name  loss_value       auc
0          105  subtrain   14.604149  0.183957
   step_number    set_name  loss_value       auc
0          105  validation   14.072381  0.186694
   step_number  set_name  loss_value       auc
0          106  subtrain   14.602589  0.183974
   step_number    set_name  loss_value       auc
0          106  validation   14.070847  0.186708
   step_number  set_name  loss_value       auc
0          107  subtrain   14.601031  0.183988
   step_number    set_name  loss_value       auc
0          107  validation   14.069317  0.186725
   step_number  set_name  loss_value       auc
0          108  subtrain   14.599473  0.184002
   step_number    set_name  loss_value       auc
0          108  validation   14.067784  0.186737
   step_number  set_name  loss_value       auc
0          109  subtrain   14.597916  0.184023
   step_number    set_name  loss_value       auc
0          109  validation   14.066253  0.186757
   step_number  set_name  loss_value       auc
0          110  subtrain   14.596357  0.184038
   step_number    set_name  loss_value       auc
0          110  validation    14.06472  0.186774
   step_number  set_name  loss_value       auc
0          111  subtrain     14.5948  0.184054
   step_number    set_name  loss_value       auc
0          111  validation    14.06319  0.186784
   step_number  set_name  loss_value       auc
0          112  subtrain   14.593243  0.184068
   step_number    set_name  loss_value       auc
0          112  validation    14.06166  0.186801
   step_number  set_name  loss_value       auc
0          113  subtrain   14.591687  0.184082
   step_number    set_name  loss_value      auc
0          113  validation   14.060128  0.18682
   step_number  set_name  loss_value       auc
0          114  subtrain   14.590128  0.184099
   step_number    set_name  loss_value       auc
0          114  validation   14.058597  0.186833
   step_number  set_name  loss_value       auc
0          115  subtrain   14.588573  0.184117
   step_number    set_name  loss_value       auc
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0          995  subtrain   13.276382  0.199504
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   step_number  set_name  loss_value       auc
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   step_number  set_name  loss_value       auc
0         1435  subtrain   12.666006  0.208605
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0         1435  validation   12.166333  0.215052
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   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value      auc
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   step_number  set_name  loss_value       auc
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0         1439  subtrain   12.660612  0.208679
   step_number    set_name  loss_value      auc
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   step_number  set_name  loss_value       auc
0         1440  subtrain   12.659264  0.208701
   step_number    set_name  loss_value       auc
0         1440  validation   12.159695  0.215176
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0         1441  subtrain   12.657916  0.208723
   step_number    set_name  loss_value       auc
0         1441  validation   12.158367  0.215198
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0         1442  subtrain   12.656568  0.208747
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   step_number  set_name  loss_value       auc
0         1443  subtrain   12.655219  0.208766
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0         1444  subtrain   12.653872  0.208786
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0         1444  validation   12.154386  0.215272
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0         1445  subtrain   12.652525  0.208807
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0         1445  validation   12.153059  0.215297
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0         1454  subtrain   12.640408  0.209004
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0         1459  subtrain   12.633681  0.209103
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0         1460  validation   12.133178  0.215662
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0         1462  subtrain   12.629649  0.209166
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0         1462  validation    12.13053  0.215715
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0         1463  subtrain   12.628304  0.209186
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0         1463  validation   12.129206  0.215738
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0         1464  subtrain   12.626962  0.209209
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0         1465  subtrain   12.625617  0.20923
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0         1465  validation   12.126557  0.215795
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0         1466  subtrain   12.624274  0.209252
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0         1466  validation   12.125236  0.215822
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0         1467  subtrain   12.622931  0.209276
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0         1467  validation   12.123913  0.215845
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0         1468  subtrain   12.621587  0.209295
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0         1469  subtrain   12.620244  0.209314
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0         1470  subtrain   12.618901  0.209333
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0         1470  validation   12.119945  0.215931
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0         1472  subtrain   12.616217  0.209375
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0         1981  subtrain   11.956412  0.221265
   step_number    set_name  loss_value       auc
0         1981  validation   11.466585  0.229483
   step_number  set_name  loss_value       auc
0         1982  subtrain   11.955162  0.221285
   step_number    set_name  loss_value       auc
0         1982  validation    11.46535  0.229509
   step_number  set_name  loss_value       auc
0         1983  subtrain   11.953914  0.221312
   step_number    set_name  loss_value       auc
0         1983  validation   11.464116  0.229535
   step_number  set_name  loss_value       auc
0         1984  subtrain   11.952662  0.221334
   step_number    set_name  loss_value       auc
0         1984  validation    11.46288  0.229562
   step_number  set_name  loss_value      auc
0         1985  subtrain   11.951414  0.22136
   step_number    set_name  loss_value       auc
0         1985  validation   11.461645  0.229593
   step_number  set_name  loss_value       auc
0         1986  subtrain   11.950165  0.221386
   step_number    set_name  loss_value       auc
0         1986  validation   11.460412  0.229619
   step_number  set_name  loss_value       auc
0         1987  subtrain   11.948915  0.221404
   step_number    set_name  loss_value       auc
0         1987  validation   11.459178  0.229647
   step_number  set_name  loss_value       auc
0         1988  subtrain   11.947665  0.221432
   step_number    set_name  loss_value       auc
0         1988  validation   11.457945  0.229673
   step_number  set_name  loss_value       auc
0         1989  subtrain   11.946417  0.221457
   step_number    set_name  loss_value       auc
0         1989  validation    11.45671  0.229702
   step_number  set_name  loss_value       auc
0         1990  subtrain   11.945168  0.221487
   step_number    set_name  loss_value      auc
0         1990  validation   11.455478  0.22972
   step_number  set_name  loss_value       auc
0         1991  subtrain    11.94392  0.221509
   step_number    set_name  loss_value       auc
0         1991  validation   11.454244  0.229745
   step_number  set_name  loss_value       auc
0         1992  subtrain   11.942673  0.221533
   step_number    set_name  loss_value       auc
0         1992  validation   11.453011  0.229774
   step_number  set_name  loss_value       auc
0         1993  subtrain   11.941425  0.221556
   step_number    set_name  loss_value       auc
0         1993  validation   11.451777  0.229811
   step_number  set_name  loss_value      auc
0         1994  subtrain   11.940177  0.22158
   step_number    set_name  loss_value       auc
0         1994  validation   11.450545  0.229839
   step_number  set_name  loss_value       auc
0         1995  subtrain   11.938929  0.221607
   step_number    set_name  loss_value       auc
0         1995  validation   11.449312  0.229872
   step_number  set_name  loss_value       auc
0         1996  subtrain   11.937681  0.221628
   step_number    set_name  loss_value       auc
0         1996  validation   11.448079  0.229908
   step_number  set_name  loss_value      auc
0         1997  subtrain   11.936435  0.22165
   step_number    set_name  loss_value       auc
0         1997  validation   11.446847  0.229943
   step_number  set_name  loss_value       auc
0         1998  subtrain   11.935187  0.221676
   step_number    set_name  loss_value       auc
0         1998  validation   11.445616  0.229971
   step_number  set_name  loss_value       auc
0         1999  subtrain    11.93394  0.221701
   step_number    set_name  loss_value       auc
0         1999  validation   11.444383  0.229996
   step_number  set_name  loss_value       auc
0         2000  subtrain   11.932693  0.221723
   step_number    set_name  loss_value       auc
0         2000  validation   11.443151  0.230022
   step_number  set_name  loss_value       auc
0         2001  subtrain   11.931446  0.221745
   step_number    set_name  loss_value       auc
0         2001  validation   11.441919  0.230053
   step_number  set_name  loss_value       auc
0         2002  subtrain     11.9302  0.221771
   step_number    set_name  loss_value       auc
0         2002  validation   11.440687  0.230078
   step_number  set_name  loss_value       auc
0         2003  subtrain   11.928954  0.221794
   step_number    set_name  loss_value       auc
0         2003  validation   11.439456  0.230108
   step_number  set_name  loss_value       auc
0         2004  subtrain   11.927707  0.221821
   step_number    set_name  loss_value       auc
0         2004  validation   11.438225  0.230133
   step_number  set_name  loss_value       auc
0         2005  subtrain   11.926461  0.221839
   step_number    set_name  loss_value      auc
0         2005  validation   11.436994  0.23016
   step_number  set_name  loss_value       auc
0         2006  subtrain   11.925215  0.221858
   step_number    set_name  loss_value       auc
0         2006  validation   11.435764  0.230192
   step_number  set_name  loss_value      auc
0         2007  subtrain   11.923969  0.22188
   step_number    set_name  loss_value       auc
0         2007  validation   11.434532  0.230222
   step_number  set_name  loss_value       auc
0         2008  subtrain   11.922724  0.221908
   step_number    set_name  loss_value       auc
0         2008  validation   11.433302  0.230248
   step_number  set_name  loss_value       auc
0         2009  subtrain   11.921478  0.221929
   step_number    set_name  loss_value       auc
0         2009  validation   11.432071  0.230273
   step_number  set_name  loss_value       auc
0         2010  subtrain   11.920234  0.221952
   step_number    set_name  loss_value     auc
0         2010  validation    11.43084  0.2303
   step_number  set_name  loss_value      auc
0         2011  subtrain   11.918989  0.22197
   step_number    set_name  loss_value       auc
0         2011  validation   11.429611  0.230327
   step_number  set_name  loss_value       auc
0         2012  subtrain   11.917743  0.221992
   step_number    set_name  loss_value       auc
0         2012  validation    11.42838  0.230352
   step_number  set_name  loss_value       auc
0         2013  subtrain   11.916497  0.222011
   step_number    set_name  loss_value       auc
0         2013  validation   11.427151  0.230383
   step_number  set_name  loss_value       auc
0         2014  subtrain   11.915253  0.222039
   step_number    set_name  loss_value       auc
0         2014  validation    11.42592  0.230413
   step_number  set_name  loss_value       auc
0         2015  subtrain    11.91401  0.222062
   step_number    set_name  loss_value       auc
0         2015  validation   11.424692  0.230434
   step_number  set_name  loss_value       auc
0         2016  subtrain   11.912766  0.222084
   step_number    set_name  loss_value       auc
0         2016  validation   11.423463  0.230465
   step_number  set_name  loss_value       auc
0         2017  subtrain   11.911523  0.222105
   step_number    set_name  loss_value       auc
0         2017  validation   11.422235  0.230488
   step_number  set_name  loss_value       auc
0         2018  subtrain   11.910279  0.222127
   step_number    set_name  loss_value       auc
0         2018  validation   11.421003  0.230517
   step_number  set_name  loss_value       auc
0         2019  subtrain   11.909035  0.222148
   step_number    set_name  loss_value       auc
0         2019  validation   11.419775  0.230544
   step_number  set_name  loss_value      auc
0         2020  subtrain   11.907791  0.22217
   step_number    set_name  loss_value       auc
0         2020  validation   11.418547  0.230568
   step_number  set_name  loss_value       auc
0         2021  subtrain   11.906549  0.222196
   step_number    set_name  loss_value       auc
0         2021  validation   11.417318  0.230596
   step_number  set_name  loss_value       auc
0         2022  subtrain   11.905306  0.222223
   step_number    set_name  loss_value       auc
0         2022  validation   11.416089  0.230628
   step_number  set_name  loss_value       auc
0         2023  subtrain   11.904063  0.222251
   step_number    set_name  loss_value       auc
0         2023  validation   11.414863  0.230658
   step_number  set_name  loss_value       auc
0         2024  subtrain   11.902822  0.222274
   step_number    set_name  loss_value       auc
0         2024  validation   11.413636  0.230691
   step_number  set_name  loss_value       auc
0         2025  subtrain   11.901579  0.222298
   step_number    set_name  loss_value       auc
0         2025  validation   11.412407  0.230718
   step_number  set_name  loss_value       auc
0         2026  subtrain   11.900336  0.222323
   step_number    set_name  loss_value       auc
0         2026  validation    11.41118  0.230751
   step_number  set_name  loss_value       auc
0         2027  subtrain   11.899096  0.222348
   step_number    set_name  loss_value       auc
0         2027  validation   11.409952  0.230781
   step_number  set_name  loss_value       auc
0         2028  subtrain   11.897852  0.222372
   step_number    set_name  loss_value       auc
0         2028  validation   11.408726  0.230816
   step_number  set_name  loss_value       auc
0         2029  subtrain   11.896612  0.222397
   step_number    set_name  loss_value       auc
0         2029  validation     11.4075  0.230835
   step_number  set_name  loss_value       auc
0         2030  subtrain    11.89537  0.222423
   step_number    set_name  loss_value       auc
0         2030  validation   11.406273  0.230879
   step_number  set_name  loss_value       auc
0         2031  subtrain   11.894129  0.222453
   step_number    set_name  loss_value       auc
0         2031  validation   11.405046  0.230901
   step_number  set_name  loss_value       auc
0         2032  subtrain   11.892888  0.222476
   step_number    set_name  loss_value      auc
0         2032  validation   11.403819  0.23093
   step_number  set_name  loss_value       auc
0         2033  subtrain   11.891648  0.222493
   step_number    set_name  loss_value       auc
0         2033  validation   11.402594  0.230964
   step_number  set_name  loss_value      auc
0         2034  subtrain   11.890407  0.22251
   step_number    set_name  loss_value       auc
0         2034  validation   11.401367  0.230992
   step_number  set_name  loss_value       auc
0         2035  subtrain   11.889167  0.222539
   step_number    set_name  loss_value       auc
0         2035  validation   11.400142  0.231022
   step_number  set_name  loss_value       auc
0         2036  subtrain   11.887925  0.222566
   step_number    set_name  loss_value      auc
0         2036  validation   11.398915  0.23105
   step_number  set_name  loss_value       auc
0         2037  subtrain   11.886685  0.222593
   step_number    set_name  loss_value       auc
0         2037  validation   11.397691  0.231081
   step_number  set_name  loss_value       auc
0         2038  subtrain   11.885447  0.222615
   step_number    set_name  loss_value       auc
0         2038  validation   11.396465  0.231113
   step_number  set_name  loss_value       auc
0         2039  subtrain   11.884206  0.222639
   step_number    set_name  loss_value       auc
0         2039  validation   11.395241  0.231139
   step_number  set_name  loss_value       auc
0         2040  subtrain   11.882967  0.222663
   step_number    set_name  loss_value       auc
0         2040  validation   11.394015  0.231162
   step_number  set_name  loss_value       auc
0         2041  subtrain   11.881728  0.222691
   step_number    set_name  loss_value       auc
0         2041  validation   11.392791  0.231179
   step_number  set_name  loss_value       auc
0         2042  subtrain   11.880488  0.222717
   step_number    set_name  loss_value       auc
0         2042  validation   11.391565  0.231206
   step_number  set_name  loss_value       auc
0         2043  subtrain    11.87925  0.222741
   step_number    set_name  loss_value      auc
0         2043  validation   11.390341  0.23123
   step_number  set_name  loss_value       auc
0         2044  subtrain   11.878011  0.222759
   step_number    set_name  loss_value       auc
0         2044  validation   11.389117  0.231261
   step_number  set_name  loss_value       auc
0         2045  subtrain   11.876772  0.222788
   step_number    set_name  loss_value       auc
0         2045  validation   11.387892  0.231286
   step_number  set_name  loss_value      auc
0         2046  subtrain   11.875534  0.22281
   step_number    set_name  loss_value       auc
0         2046  validation   11.386669  0.231322
   step_number  set_name  loss_value       auc
0         2047  subtrain   11.874295  0.222832
   step_number    set_name  loss_value       auc
0         2047  validation   11.385446  0.231353
   step_number  set_name  loss_value       auc
0         2048  subtrain   11.873056  0.222862
   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value       auc
0         2049  subtrain   11.871819  0.222883
   step_number    set_name  loss_value      auc
0         2049  validation   11.382997  0.23142
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value      auc
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   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value       auc
0         2054  subtrain   11.865631  0.223006
   step_number    set_name  loss_value      auc
0         2054  validation   11.376882  0.23156
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0         2055  subtrain   11.864394  0.223032
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0         2055  validation   11.375659  0.231589
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0         2056  validation   11.374437  0.23162
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0         2057  subtrain   11.861921  0.223086
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0         2057  validation   11.373214  0.231652
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0         2059  subtrain   11.859447  0.223135
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0         2059  validation    11.37077  0.231708
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0         2060  subtrain   11.858212  0.223158
   step_number    set_name  loss_value      auc
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0         2062  validation   11.367105  0.23179
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0         2064  subtrain   11.853269  0.223259
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0         2064  validation   11.364663  0.231845
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0         2065  subtrain   11.852035  0.223284
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0         2065  validation   11.363443  0.231876
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0         2066  subtrain   11.850798  0.223307
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0         2066  validation   11.362221  0.231903
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0         2067  subtrain   11.849564  0.223342
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0         2067  validation      11.361  0.231939
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0         2071  validation   11.356119  0.232049
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0         2073  validation    11.35368  0.232112
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0         2074  validation   11.352461  0.232142
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0         2075  subtrain   11.839692  0.223527
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0         2076  validation   11.350022  0.232194
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0         2077  subtrain   11.837226  0.223584
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0         2077  validation   11.348804  0.232224
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0         3753  validation      9.5336  0.285337
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0         3755  validation    9.531703  0.285402
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0        10364  subtrain    6.498177  0.502398
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   step_number    set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
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   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
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0        10376  subtrain    6.495092  0.502756
   step_number    set_name  loss_value       auc
0        10376  validation    6.086833  0.523623
   step_number  set_name  loss_value       auc
0        10377  subtrain    6.494835  0.502788
   step_number    set_name  loss_value       auc
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0        10378  subtrain    6.494578  0.502812
   step_number    set_name  loss_value       auc
0        10378  validation    6.086344  0.523674
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0        10379  subtrain    6.494322  0.502843
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0        10379  validation    6.086099  0.523705
   step_number  set_name  loss_value       auc
0        10380  subtrain    6.494065  0.502881
   step_number    set_name  loss_value       auc
0        10380  validation    6.085854  0.523731
   step_number  set_name  loss_value       auc
0        10381  subtrain    6.493809  0.502916
   step_number    set_name  loss_value       auc
0        10381  validation    6.085609  0.523759
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0        10382  subtrain    6.493552  0.502944
   step_number    set_name  loss_value       auc
0        10382  validation    6.085365  0.523792
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0        10383  subtrain    6.493296  0.502969
   step_number    set_name  loss_value       auc
0        10383  validation     6.08512  0.523825
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0        10384  validation    6.084876  0.523848
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0        10385  subtrain    6.492783  0.503041
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0        10385  validation    6.084631  0.523877
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0        10386  subtrain    6.492525  0.503064
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0        10386  validation    6.084387  0.523904
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0        10387  subtrain    6.492269  0.503095
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0        10387  validation    6.084142  0.523931
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0        10388  validation    6.083899  0.523956
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0        10389  subtrain    6.491757  0.503153
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0        10389  validation    6.083654  0.523984
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0        10390  validation    6.083409  0.524015
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0        10391  subtrain    6.491244  0.503213
   step_number    set_name  loss_value       auc
0        10391  validation    6.083166  0.524047
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0        10392  subtrain    6.490987  0.503246
   step_number    set_name  loss_value       auc
0        10392  validation    6.082922  0.524072
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0        10393  subtrain    6.490732  0.503276
   step_number    set_name  loss_value       auc
0        10393  validation    6.082677  0.524103
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0        10394  subtrain    6.490476  0.503312
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0        10394  validation    6.082433  0.524135
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0        10395  subtrain    6.490219  0.503344
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0        10395  validation    6.082189  0.524164
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0        10396  subtrain    6.489964  0.503377
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0        10396  validation    6.081945  0.524193
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0        10397  subtrain    6.489708  0.503416
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0        10397  validation    6.081701  0.524224
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0        10398  subtrain    6.489451  0.503443
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0        10398  validation    6.081458  0.524258
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0        10399  subtrain    6.489196  0.503474
   step_number    set_name  loss_value      auc
0        10399  validation    6.081214  0.52429
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0        10400  subtrain    6.488941  0.503512
   step_number    set_name  loss_value       auc
0        10400  validation     6.08097  0.524328
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0        10401  subtrain    6.488686  0.503543
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0        10401  validation    6.080727  0.524359
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0        10402  subtrain    6.488429  0.503573
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0        10402  validation    6.080483  0.524388
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0        10403  validation    6.080239  0.524414
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0        10404  subtrain    6.487917  0.503636
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0        10404  validation    6.079995  0.524446
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0        10405  subtrain    6.487662  0.503664
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0        10405  validation    6.079752  0.524482
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0        10406  subtrain    6.487407  0.503699
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0        10406  validation    6.079508  0.524517
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0        10407  subtrain    6.487152  0.503736
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0        10407  validation    6.079265  0.524542
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0        10408  subtrain    6.486897  0.503765
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0        10408  validation    6.079021  0.524571
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0        10409  subtrain     6.48664  0.503793
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0        10409  validation    6.078778  0.524599
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0        10410  subtrain    6.486385  0.503829
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0        10410  validation    6.078535  0.524638
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0        10411  subtrain     6.48613  0.503858
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0        10411  validation    6.078291  0.524668
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0        10412  subtrain    6.485875  0.503892
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0        10412  validation    6.078048  0.524698
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0        10413  subtrain     6.48562  0.503928
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0        10413  validation    6.077806  0.524733
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0        10414  subtrain    6.485365  0.503954
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0        10414  validation    6.077561  0.524764
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0        10415  subtrain    6.485109  0.503988
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0        10415  validation    6.077318  0.524787
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0        10416  subtrain    6.484855  0.50402
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0        10416  validation    6.077076  0.524815
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0        10417  subtrain      6.4846  0.504052
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0        10417  validation    6.076832  0.52484
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0        10418  subtrain    6.484344  0.504084
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0        10418  validation     6.07659  0.524871
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0        10419  subtrain    6.484089  0.504109
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0        10419  validation    6.076346  0.524902
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0        10420  subtrain    6.483835  0.504136
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0        10420  validation    6.076104  0.52493
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0        10421  subtrain     6.48358  0.504167
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0        10421  validation    6.075861  0.524967
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0        10422  subtrain    6.483325  0.5042
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0        10422  validation    6.075617  0.524995
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0        10423  subtrain    6.483071  0.504232
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0        10423  validation    6.075375  0.525026
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0        10424  subtrain    6.482816  0.504259
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0        10424  validation    6.075132  0.525053
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0        10425  subtrain    6.482561  0.504288
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0        10425  validation     6.07489  0.525088
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0        10426  subtrain    6.482306  0.504319
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0        10426  validation    6.074647  0.525119
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0        10427  subtrain    6.482051  0.504346
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0        10427  validation    6.074405  0.525155
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0        10428  subtrain    6.481798  0.504376
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0        10428  validation    6.074161  0.52519
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0        10429  subtrain    6.481543  0.5044
   step_number    set_name  loss_value       auc
0        10429  validation    6.073919  0.525216
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0        10430  subtrain    6.481289  0.504424
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0        10430  validation    6.073677  0.52524
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0        10431  subtrain    6.481034  0.504451
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0        10431  validation    6.073434  0.525271
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0        10432  subtrain     6.48078  0.504488
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0        10432  validation    6.073192  0.52531
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0        10433  validation    6.072949  0.525339
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0        10434  subtrain    6.480271  0.504555
   step_number    set_name  loss_value       auc
0        10434  validation    6.072707  0.525365
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0        10435  subtrain    6.480017  0.504585
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0        10435  validation    6.072465  0.525397
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0        10436  subtrain    6.479763  0.504609
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0        10436  validation    6.072223  0.52543
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0        10437  subtrain    6.479509  0.504636
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0        10437  validation    6.071981  0.525457
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0        10438  subtrain    6.479255  0.504668
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0        10438  validation    6.071738  0.525488
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0        10439  subtrain    6.479001  0.504694
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0        10439  validation    6.071496  0.525523
   step_number  set_name  loss_value      auc
0        10440  subtrain    6.478746  0.50472
   step_number    set_name  loss_value       auc
0        10440  validation    6.071254  0.525552
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   step_number    set_name  loss_value       auc
0        10441  validation    6.071012  0.525576
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0        10442  validation     6.07077  0.525606
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   step_number    set_name  loss_value       auc
0        10444  validation    6.070287  0.525656
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0        10445  subtrain    6.477478  0.504873
   step_number    set_name  loss_value       auc
0        10445  validation    6.070044  0.525687
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0        10446  validation    6.069803  0.525724
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   step_number    set_name  loss_value       auc
0        10447  validation    6.069561  0.525752
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0        10448  subtrain    6.476717  0.504969
   step_number    set_name  loss_value       auc
0        10448  validation    6.069319  0.525779
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0        10449  validation    6.069078  0.52581
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0        10450  subtrain     6.47621  0.505035
   step_number    set_name  loss_value       auc
0        10450  validation    6.068836  0.525842
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0        10451  validation    6.068594  0.525868
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0        10452  validation    6.068353  0.525895
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0        10453  subtrain    6.475449  0.505132
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0        10453  validation    6.068111  0.52592
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0        10454  validation     6.06787  0.525954
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   step_number    set_name  loss_value       auc
0        10455  validation    6.067628  0.525981
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0        10456  validation    6.067387  0.526012
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0        10457  subtrain    6.474436  0.505246
   step_number    set_name  loss_value       auc
0        10457  validation    6.067145  0.526044
   step_number  set_name  loss_value       auc
0        10458  subtrain    6.474183  0.505273
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0        10875  validation    5.969666  0.538207
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0        10876  validation     5.96944  0.538238
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0        10877  validation    5.969215  0.538261
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0        10878  validation    5.968989  0.538298
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0        10879  validation    5.968765  0.538324
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0        10880  validation    5.968539  0.538353
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0        10881  validation    5.968314  0.538384
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0        10886  validation     5.96719  0.538532
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0        10888  validation     5.96674  0.538595
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0        10894  validation    5.965392  0.538771
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0        10912  validation    5.961355  0.53926
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0        10913  validation    5.961131  0.539284
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0        10914  validation    5.960907  0.539309
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0        10915  validation    5.960684  0.539339
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0        10916  validation    5.960459  0.539366
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0        10917  subtrain    6.362325  0.518643
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0        10917  validation    5.960236  0.539394
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0        10918  subtrain    6.362091  0.518674
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0        11712  validation     5.79319  0.560954
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0        11714  validation    5.792797  0.561007
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0        11716  validation    5.792402  0.561068
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0        11719  validation    5.791811  0.56115
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0        13630  validation    5.464147  0.605991
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0        13631  validation    5.463997  0.606008
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0        13812  validation    5.437283  0.609811
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0        13813  subtrain    5.811585  0.589916
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0        13813  validation    5.437138  0.609832
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0        13815  subtrain    5.811275  0.589963
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0        13821  validation    5.435973  0.609999
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0        13822  subtrain    5.810187  0.590101
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0        13823  subtrain    5.810032  0.590118
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0        13823  validation    5.435682  0.610055
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0        13825  subtrain    5.809721  0.590157
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0        13826  subtrain    5.809566  0.590176
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0        13826  validation    5.435246  0.610123
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0        13827  subtrain    5.809411  0.590199
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0        13827  validation      5.4351  0.610143
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0        13828  subtrain    5.809256  0.590223
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0        13828  validation    5.434955  0.610166
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0        13829  subtrain    5.809101  0.590236
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0        13829  validation    5.434809  0.61019
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0        13830  subtrain    5.808946  0.590249
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0        13830  validation    5.434664  0.610212
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0        13831  subtrain    5.808791  0.59027
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0        13831  validation    5.434518  0.610233
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0        13832  subtrain    5.808635  0.590293
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0        13832  validation    5.434373  0.610255
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0        13833  subtrain     5.80848  0.590315
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0        13833  validation    5.434228  0.610275
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0        13834  subtrain    5.808325  0.590334
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0        13834  validation    5.434082  0.610299
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0        13835  subtrain     5.80817  0.590354
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0        13835  validation    5.433938  0.610321
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0        13836  subtrain    5.808015  0.590367
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0        13836  validation    5.433792  0.610346
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0        13837  validation    5.433647  0.610371
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0        13838  subtrain    5.807705  0.590416
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0        13838  validation    5.433502  0.610391
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0        13839  subtrain    5.807551  0.590434
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0        13839  validation    5.433357  0.610412
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0        13840  subtrain    5.807395  0.590458
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0        13840  validation    5.433211  0.610432
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0        13841  validation    5.433065  0.610451
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0        13842  subtrain    5.807085  0.590502
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0        13842  validation    5.432921  0.610472
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0        13843  subtrain    5.806931  0.590524
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0        13843  validation    5.432776  0.610496
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0        13844  subtrain    5.806775  0.590547
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0        13844  validation     5.43263  0.610512
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0        13845  subtrain     5.80662  0.590568
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0        13845  validation    5.432485  0.610532
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0        13846  subtrain    5.806466  0.590593
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0        13846  validation     5.43234  0.610556
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0        13847  subtrain    5.806311  0.590616
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0        13847  validation    5.432196  0.61058
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0        13848  subtrain    5.806156  0.590639
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0        13848  validation     5.43205  0.610595
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0        13849  validation    5.431905  0.610619
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0        13850  subtrain    5.805846  0.590685
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0        13850  validation     5.43176  0.610636
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0        13851  subtrain    5.805692  0.590704
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0        13851  validation    5.431615  0.610654
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0        13852  subtrain    5.805537  0.590724
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0        13852  validation     5.43147  0.610672
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0        13853  subtrain    5.805382  0.590742
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0        13853  validation    5.431325  0.610694
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0        13854  subtrain    5.805228  0.590762
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0        13854  validation     5.43118  0.610713
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0        13855  subtrain    5.805073  0.59078
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0        13855  validation    5.431035  0.610741
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0        13856  validation     5.43089  0.610761
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0        13857  subtrain    5.804763  0.590821
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0        13857  validation    5.430745  0.610786
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0        13858  subtrain    5.804608  0.590839
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0        13858  validation      5.4306  0.610805
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0        13859  validation    5.430456  0.610827
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0        13860  subtrain      5.8043  0.590872
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0        13860  validation    5.430311  0.610846
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0        13861  subtrain    5.804145  0.590892
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0        13861  validation    5.430166  0.610868
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0        13862  validation    5.430021  0.610884
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0        13863  subtrain    5.803835  0.59094
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0        13863  validation    5.429876  0.610906
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0        13864  subtrain    5.803681  0.590964
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0        13864  validation    5.429732  0.610926
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0        13865  subtrain    5.803526  0.590989
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0        13865  validation    5.429587  0.610944
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0        13866  subtrain    5.803373  0.591007
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0        13866  validation    5.429443  0.610966
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0        13867  validation    5.429297  0.610987
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0        13868  subtrain    5.803064  0.591049
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0        13868  validation    5.429153  0.611002
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0        13869  subtrain    5.802909  0.591068
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0        13869  validation    5.429008  0.611021
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0        13870  subtrain    5.802755  0.591094
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0        13870  validation    5.428864  0.611044
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0        13871  subtrain    5.802599  0.591116
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0        13871  validation    5.428719  0.611063
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0        13872  subtrain    5.802445  0.591138
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0        13872  validation    5.428575  0.611084
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0        13873  subtrain    5.802291  0.591155
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0        13873  validation    5.428431  0.611106
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0        13874  validation    5.428285  0.611129
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0        13875  subtrain    5.801982  0.591187
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0        13875  validation    5.428141  0.611155
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0        13876  validation    5.427996  0.611174
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0        13877  subtrain    5.801674  0.591226
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0        13877  validation    5.427852  0.611191
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0        13878  validation    5.427707  0.611216
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0        13879  validation    5.427563  0.611236
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0        13880  validation    5.427419  0.611267
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0        13881  subtrain    5.801057  0.591315
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0        13881  validation    5.427274  0.611288
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0        13882  validation     5.42713  0.611306
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0        13883  validation    5.426985  0.611329
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0        13884  validation    5.426841  0.611349
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0        13885  validation    5.426696  0.611369
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0        13886  validation    5.426552  0.611392
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0        13887  validation    5.426408  0.611409
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0        13888  validation    5.426263  0.611429
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0        13889  validation    5.426119  0.611445
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0        13890  subtrain     5.79967  0.591498
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0        13890  validation    5.425975  0.611468
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0        15896  validation     5.17144  0.648917
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0        15903  validation    5.170659  0.649029
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0        15904  validation    5.170547  0.649048
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0        15913  validation    5.169547  0.649191
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0        15916  validation    5.169212  0.649237
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0        15919  validation    5.168879  0.649288
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0        15921  validation    5.168657  0.649315
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0        15924  validation    5.168324  0.649366
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0        27814  validation    4.385429  0.771002
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0        27836  subtrain    4.652697  0.759792
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0        28728  validation    4.350563  0.776265
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0        28746  validation    4.349897  0.776374
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0        28749  validation    4.349785  0.776393
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0        30314  validation    4.294568  0.784758
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0        30320  validation    4.294365  0.784791
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0        30640  subtrain    4.539465  0.776461
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0        30820  subtrain    4.532829  0.777391
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0        30828  subtrain    4.532536  0.777436
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0        30829  subtrain    4.532499  0.777441
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0        30831  subtrain    4.532426  0.777448
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0        30831  validation    4.277404  0.787313
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0        30832  subtrain    4.532389  0.777453
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0        30832  validation    4.277371  0.787316
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0        30833  subtrain    4.532353  0.777455
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0        30833  validation    4.277339  0.787321
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0        30834  subtrain    4.532316  0.777461
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0        30834  validation    4.277306  0.787329
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0        30835  subtrain    4.532279  0.777464
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0        30835  validation    4.277273  0.787333
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0        30836  subtrain    4.532243  0.777466
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0        30836  validation    4.277241  0.78734
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0        30837  subtrain    4.532206  0.777473
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0        30837  validation    4.277209  0.787344
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0        30838  subtrain    4.532169  0.777477
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0        30838  validation    4.277175  0.787349
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0        30839  subtrain    4.532133  0.777483
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0        30839  validation    4.277143  0.787354
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0        30840  subtrain    4.532096  0.777488
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0        30840  validation     4.27711  0.787357
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0        30841  subtrain    4.532059  0.777492
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0        30842  validation    4.277044  0.787367
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0        30843  subtrain    4.531986  0.777504
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0        30843  validation    4.277012  0.78737
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0        30844  subtrain     4.53195  0.777509
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0        30844  validation    4.276979  0.787375
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0        30845  subtrain    4.531913  0.777514
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0        30845  validation    4.276947  0.787381
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0        30846  subtrain    4.531877  0.777519
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0        30846  validation    4.276914  0.787387
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0        30847  subtrain     4.53184  0.777524
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0        30847  validation     4.27688  0.787391
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0        30848  subtrain    4.531803  0.777529
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0        30848  validation    4.276848  0.787399
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0        30849  subtrain    4.531766  0.777533
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0        30849  validation    4.276815  0.787404
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0        30850  subtrain     4.53173  0.777536
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0        30850  validation    4.276783  0.787407
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0        30851  subtrain    4.531693  0.777541
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0        30851  validation    4.276751  0.787412
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0        30852  subtrain    4.531657  0.777545
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0        30852  validation    4.276717  0.787418
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0        30853  subtrain    4.531621  0.77755
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0        30853  validation    4.276684  0.787424
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0        30854  subtrain    4.531584  0.777555
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0        30855  subtrain    4.531547  0.77756
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0        30855  validation    4.276619  0.787436
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0        30856  validation    4.276587  0.787441
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0        30858  subtrain    4.531436  0.777574
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0        30859  validation    4.276488  0.787453
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0        30860  subtrain    4.531364  0.777581
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0        30860  validation    4.276456  0.787457
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0        30861  subtrain    4.531327  0.777586
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0        30861  validation    4.276423  0.787461
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0        30862  subtrain    4.531291  0.777592
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0        30862  validation     4.27639  0.787466
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0        30863  subtrain    4.531253  0.777597
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0        30863  validation    4.276358  0.787471
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0        30864  subtrain    4.531217  0.777603
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0        30864  validation    4.276325  0.787476
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0        30865  subtrain     4.53118  0.777611
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0        30865  validation    4.276293  0.787481
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0        30866  subtrain    4.531144  0.777618
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0        30866  validation    4.276259  0.787488
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0        30867  subtrain    4.531107  0.777621
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0        30867  validation    4.276227  0.787495
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0        30868  subtrain    4.531071  0.777628
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0        30868  validation    4.276194  0.787498
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0        30869  subtrain    4.531034  0.777635
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0        30869  validation    4.276162  0.787506
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0        30870  subtrain    4.530998  0.77764
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0        30870  validation    4.276129  0.787513
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0        30871  subtrain    4.530962  0.777644
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0        30871  validation    4.276096  0.787518
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0        30872  subtrain    4.530924  0.777648
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0        30872  validation    4.276063  0.787523
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0        30873  subtrain    4.530888  0.777654
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0        30873  validation    4.276031  0.787527
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0        30874  subtrain    4.530851  0.777658
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0        30874  validation    4.275998  0.787532
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0        30875  subtrain    4.530815  0.777662
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0        30875  validation    4.275965  0.787539
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0        30876  subtrain    4.530778  0.777667
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0        30876  validation    4.275933  0.787544
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0        30877  subtrain    4.530742  0.777673
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0        30877  validation      4.2759  0.787549
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0        30878  subtrain    4.530705  0.777679
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0        30878  validation    4.275867  0.787554
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0        30879  subtrain    4.530668  0.777682
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0        30879  validation    4.275835  0.78756
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0        30880  subtrain    4.530632  0.77769
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0        30880  validation    4.275802  0.787564
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0        30881  subtrain    4.530596  0.777696
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0        30881  validation     4.27577  0.787568
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0        30882  subtrain    4.530559  0.777702
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0        30882  validation    4.275737  0.787573
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0        30883  subtrain    4.530523  0.777706
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0        30883  validation    4.275703  0.787579
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0        30884  subtrain    4.530486  0.777713
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0        30884  validation    4.275671  0.787583
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0        30885  subtrain    4.530449  0.77772
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0        30885  validation    4.275639  0.78759
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0        30886  subtrain    4.530413  0.777722
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0        30886  validation    4.275606  0.787595
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0        30887  subtrain    4.530376  0.777729
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0        30887  validation    4.275573  0.787602
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0        30888  subtrain     4.53034  0.777736
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0        30888  validation    4.275541  0.787607
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0        30889  subtrain    4.530303  0.777739
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0        30889  validation    4.275508  0.78761
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0        30890  subtrain    4.530266  0.777742
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0        30890  validation    4.275476  0.787615
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0        30891  subtrain     4.53023  0.777748
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0        30891  validation    4.275443  0.78762
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0        30892  subtrain    4.530194  0.777753
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0        30892  validation     4.27541  0.787623
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0        30893  subtrain    4.530157  0.777757
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0        30893  validation    4.275377  0.787627
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0        30894  subtrain    4.530121  0.777761
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0        30894  validation    4.275345  0.787631
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0        30895  subtrain    4.530084  0.777766
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0        30895  validation    4.275312  0.787639
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0        30896  subtrain    4.530047  0.777773
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0        30896  validation     4.27528  0.78764
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0        30897  subtrain    4.530011  0.77778
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0        30897  validation    4.275247  0.787642
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0        30898  subtrain    4.529974  0.777788
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0        30898  validation    4.275214  0.787647
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0        30899  subtrain    4.529937  0.777792
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0        30899  validation    4.275182  0.787653
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0        30900  validation    4.275149  0.787657
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0        30901  validation    4.275116  0.787661
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0        30902  subtrain    4.529829  0.777806
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0        30902  validation    4.275084  0.787666
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0        30903  subtrain    4.529792  0.777813
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0        30903  validation    4.275052  0.787669
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0        30904  subtrain    4.529755  0.777818
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0        30904  validation    4.275019  0.787677
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0        30905  subtrain    4.529719  0.777822
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0        30905  validation    4.274986  0.787684
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0        30906  validation    4.274953  0.78769
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0        30907  validation    4.274921  0.787694
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0        30908  validation    4.274889  0.787699
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0        30909  validation    4.274856  0.787703
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0        30910  subtrain    4.529537  0.777843
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0        30910  validation    4.274823  0.787708
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0        30911  subtrain      4.5295  0.777849
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0        30911  validation    4.274791  0.787716
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0        30912  subtrain    4.529463  0.777854
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0        30912  validation    4.274758  0.787723
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0        30913  subtrain    4.529427  0.777861
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0        30913  validation    4.274725  0.787728
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0        30914  subtrain    4.529391  0.777868
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0        30914  validation    4.274693  0.787736
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0        30915  subtrain    4.529354  0.777874
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0        30915  validation     4.27466  0.78774
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0        30916  subtrain    4.529317  0.777881
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0        30916  validation    4.274628  0.787745
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0        30917  subtrain    4.529281  0.777884
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0        30917  validation    4.274595  0.787749
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0        30918  subtrain    4.529244  0.777888
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0        30918  validation    4.274562  0.787753
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0        30919  subtrain    4.529208  0.777892
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0        30919  validation    4.274529  0.787758
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0        31073  subtrain    4.523619  0.778728
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0        31074  subtrain    4.523582  0.778732
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0        31092  validation    4.268921  0.788624
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0        31093  subtrain    4.522896  0.778823
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0        31093  validation    4.268888  0.788629
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0        31414  subtrain    4.511415  0.780489
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0        31431  validation    4.258086  0.790259
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0        31432  subtrain    4.510777  0.78058
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0        31434  subtrain    4.510706  0.780589
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0        31434  validation    4.257991  0.790269
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0        31435  subtrain     4.51067  0.780593
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0        31435  validation    4.257959  0.790274
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0        31438  subtrain    4.510564  0.780605
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0        31439  subtrain    4.510529  0.780612
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0        31440  subtrain    4.510493  0.780614
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0        31443  subtrain    4.510387  0.780629
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0        31444  validation    4.257675  0.790314
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0        31445  validation    4.257643  0.790319
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0        31455  validation    4.257326  0.790369
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0        31456  validation    4.257295  0.790375
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0        31457  validation    4.257263  0.790378
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0        31458  validation    4.257231  0.790386
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0        31459  validation      4.2572  0.790388
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0        31460  validation    4.257168  0.790394
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0        31461  subtrain     4.50975  0.780712
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0        31461  validation    4.257137  0.790397
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0        31462  subtrain    4.509715  0.780719
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0        31463  subtrain    4.509679  0.780721
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0        31463  validation    4.257073  0.79041
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0        31465  subtrain    4.509608  0.780733
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0        31465  validation     4.25701  0.790421
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0        31466  subtrain    4.509573  0.780738
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0        31467  validation    4.256947  0.790428
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0        31468  subtrain    4.509503  0.780752
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0        31470  validation    4.256852  0.790442
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0        31471  validation     4.25682  0.790447
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0        31472  validation    4.256789  0.790451
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0        31473  subtrain    4.509326  0.780778
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0        31473  validation    4.256757  0.790455
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0        31474  subtrain    4.509291  0.780787
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0        31474  validation    4.256726  0.790459
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0        31475  subtrain    4.509254  0.780789
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0        31475  validation    4.256694  0.790464
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0        31483  validation    4.256442  0.790501
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0        31485  validation    4.256378  0.790508
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0        31486  subtrain    4.508866  0.780841
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0        31486  validation    4.256346  0.790514
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0        31488  validation    4.256283  0.790525
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0        31489  subtrain     4.50876  0.780856
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0        31489  validation    4.256251  0.790528
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0        31490  validation    4.256219  0.790532
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0        31491  subtrain     4.50869  0.780866
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0        33398  validation    4.198817  0.79876
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0        33413  validation    4.198388  0.798821
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0        33427  validation    4.197986  0.798884
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0        33428  subtrain    4.443639  0.790206
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0        33428  validation    4.197958  0.798887
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0        33429  subtrain    4.443607  0.790208
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0        33429  validation    4.197929  0.798891
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0        33799  subtrain    4.431873  0.791824
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0        33800  subtrain    4.431842  0.791828
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0        33801  validation    4.187359  0.800387
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0        33804  subtrain    4.431716  0.791841
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0        33805  subtrain    4.431685  0.791844
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0        33810  subtrain    4.431528  0.79187
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0        33810  validation    4.187106  0.800427
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0        33811  subtrain    4.431497  0.791874
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0        33811  validation    4.187078  0.800429
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0        33812  subtrain    4.431465  0.791878
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0        33812  validation    4.187049  0.800432
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0        33813  subtrain    4.431434  0.791884
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0        33813  validation    4.187021  0.800436
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0        33814  subtrain    4.431402  0.791886
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0        33814  validation    4.186993  0.800441
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0        33815  subtrain    4.431371  0.791892
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0        33815  validation    4.186965  0.800445
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0        33816  subtrain    4.431339  0.791898
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0        33816  validation    4.186937  0.800449
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0        33817  subtrain    4.431308  0.791901
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0        33817  validation    4.186909  0.800453
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0        33818  subtrain    4.431277  0.791909
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0        33818  validation    4.186881  0.800456
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0        33819  subtrain    4.431245  0.791915
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0        33819  validation    4.186853  0.80046
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0        33820  subtrain    4.431214  0.791923
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0        33820  validation    4.186824  0.800467
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0        33821  subtrain    4.431182  0.791928
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0        33821  validation    4.186797  0.800472
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0        33822  subtrain    4.431151  0.791932
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0        33822  validation    4.186769  0.800476
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0        33823  subtrain     4.43112  0.791934
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0        33823  validation     4.18674  0.800478
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0        33824  subtrain    4.431089  0.79194
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0        33825  subtrain    4.431057  0.791945
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0        33825  validation    4.186684  0.800484
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0        33826  subtrain    4.431026  0.791953
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0        33826  validation    4.186656  0.800486
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0        33827  subtrain    4.430994  0.791956
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0        33827  validation    4.186627  0.800491
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0        33828  subtrain    4.430964  0.791961
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0        33828  validation    4.186599  0.800496
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0        33829  subtrain    4.430932  0.791967
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0        33829  validation    4.186571  0.800498
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0        33830  subtrain      4.4309  0.79197
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0        33830  validation    4.186543  0.800501
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0        33831  subtrain    4.430869  0.791971
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0        33831  validation    4.186515  0.800507
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0        33832  subtrain    4.430838  0.791974
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0        33832  validation    4.186487  0.800514
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0        33833  validation    4.186459  0.80052
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0        33834  subtrain    4.430775  0.791987
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0        33834  validation     4.18643  0.800524
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0        33835  subtrain    4.430743  0.791991
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0        33835  validation    4.186402  0.800526
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0        33836  subtrain    4.430712  0.791992
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0        33836  validation    4.186374  0.80053
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0        33837  subtrain     4.43068  0.791998
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0        33837  validation    4.186346  0.800536
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0        33838  subtrain    4.430649  0.792001
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0        33838  validation    4.186318  0.800539
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0        33839  subtrain    4.430618  0.792004
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0        33839  validation    4.186289  0.800543
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0        33840  subtrain    4.430586  0.792009
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0        33840  validation    4.186261  0.800549
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0        33842  subtrain    4.430523  0.792019
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0        33842  validation    4.186205  0.800553
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0        33843  subtrain    4.430492  0.792026
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0        33843  validation    4.186177  0.800556
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0        33844  subtrain    4.430461  0.792028
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0        33844  validation    4.186149  0.800558
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0        33845  subtrain    4.430429  0.792032
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0        33845  validation    4.186121  0.800561
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0        33846  validation    4.186092  0.800567
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0        33847  subtrain    4.430367  0.792039
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0        33848  validation    4.186037  0.800574
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0        33849  validation    4.186008  0.800578
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0        33850  validation     4.18598  0.800582
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0        33853  validation    4.185896  0.800592
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0        33854  subtrain    4.430147  0.792068
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0        33854  validation    4.185868  0.800597
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0        33855  subtrain    4.430116  0.792071
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0        33855  validation     4.18584  0.800602
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0        33856  subtrain    4.430084  0.792077
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0        33856  validation    4.185812  0.800606
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0        33857  subtrain    4.430053  0.792082
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0        33857  validation    4.185783  0.80061
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0        33859  validation    4.185728  0.80062
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0        33860  subtrain    4.429959  0.792094
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0        33860  validation    4.185699  0.800624
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0        33862  validation    4.185643  0.800636
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0        33863  validation    4.185615  0.800641
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0        33865  validation    4.185559  0.800648
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0        33866  validation    4.185531  0.800654
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0        33867  validation    4.185503  0.800658
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0        33868  subtrain    4.429708  0.792126
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0        33868  validation    4.185475  0.800662
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0        33869  validation    4.185446  0.800667
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0        33870  validation    4.185419  0.800668
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0        33871  validation     4.18539  0.800672
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0        33872  validation    4.185362  0.800676
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0        33873  validation    4.185334  0.80068
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0        33874  validation    4.185306  0.800684
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0        33875  validation    4.185278  0.800687
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0        33876  validation     4.18525  0.800692
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0        33877  validation    4.185222  0.800693
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0        33878  validation    4.185194  0.800695
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0        33880  subtrain    4.429332  0.792181
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0        33880  validation    4.185137  0.800705
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0        33881  subtrain    4.429301  0.792184
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0        33881  validation    4.185109  0.800709
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0        33886  validation    4.184969  0.800726
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0        35414  subtrain    4.382952  0.798423
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0        35427  subtrain    4.382573  0.798472
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0        35428  subtrain    4.382544  0.798477
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0        35430  subtrain    4.382485  0.798484
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0        35432  subtrain    4.382427  0.798494
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0        35432  validation    4.143087  0.806458
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0        35433  subtrain    4.382398  0.798497
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0        35433  validation     4.14306  0.806461
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0        35434  subtrain    4.382368  0.798501
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0        35435  subtrain    4.382339  0.798503
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0        35435  validation    4.143008  0.806468
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0        35438  validation    4.142929  0.806478
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0        35440  subtrain    4.382193  0.798517
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0        35445  subtrain    4.382047  0.798524
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0        35468  validation    4.142145  0.806589
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0        35475  validation    4.141962  0.806608
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0        35488  validation    4.141623  0.806658
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0        35489  subtrain    4.380765  0.798687
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0        35626  subtrain    4.376788  0.799201
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0        35629  subtrain    4.376701  0.799211
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0        35630  subtrain    4.376672  0.799214
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0        35631  subtrain    4.376643  0.799218
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0        35631  validation    4.137902  0.807154
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0        35632  subtrain    4.376614  0.799223
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0        35633  subtrain    4.376585  0.799226
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0        35634  subtrain    4.376556  0.799228
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0        35635  subtrain    4.376527  0.799232
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0        35636  subtrain    4.376498  0.799236
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0        35636  validation    4.137772  0.807168
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0        35637  subtrain    4.376469  0.799238
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0        35638  subtrain    4.376441  0.799244
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0        35638  validation     4.13772  0.807172
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0        35639  subtrain    4.376412  0.799249
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0        35639  validation    4.137694  0.807176
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0        35640  subtrain    4.376383  0.799251
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0        35640  validation    4.137668  0.807176
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0        35641  subtrain    4.376354  0.799257
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0        35641  validation    4.137642  0.807178
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0        35642  subtrain    4.376325  0.79926
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0        35642  validation    4.137617  0.807182
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0        35643  subtrain    4.376296  0.799264
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0        35643  validation     4.13759  0.807184
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0        35644  subtrain    4.376267  0.799267
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0        35644  validation    4.137565  0.807189
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0        35645  subtrain    4.376238  0.799272
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0        35645  validation    4.137538  0.80719
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0        35646  subtrain    4.376209  0.799274
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0        35646  validation    4.137513  0.807192
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0        35647  subtrain    4.376181  0.799279
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0        35647  validation    4.137487  0.807196
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0        35648  subtrain    4.376151  0.799281
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0        35648  validation    4.137461  0.807199
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0        35649  subtrain    4.376122  0.799285
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0        35649  validation    4.137434  0.807201
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0        35650  subtrain    4.376094  0.799289
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0        35650  validation    4.137409  0.807205
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0        35651  subtrain    4.376065  0.799292
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0        35652  subtrain    4.376036  0.799295
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0        35652  validation    4.137357  0.807211
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0        35653  subtrain    4.376006  0.799297
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0        35653  validation    4.137331  0.807213
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0        35654  subtrain    4.375978  0.799303
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0        35654  validation    4.137305  0.807219
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0        35655  subtrain    4.375949  0.799307
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0        35655  validation     4.13728  0.807222
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0        35656  validation    4.137253  0.807224
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0        35657  subtrain    4.375891  0.799316
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0        35657  validation    4.137228  0.807228
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0        35658  subtrain    4.375862  0.799321
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0        35658  validation    4.137202  0.80723
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0        35659  subtrain    4.375833  0.799324
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0        35659  validation    4.137176  0.807233
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0        35660  subtrain    4.375804  0.799328
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0        35660  validation     4.13715  0.807239
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0        35661  subtrain    4.375776  0.799333
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0        35661  validation    4.137124  0.807241
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0        35662  subtrain    4.375746  0.799339
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0        35662  validation    4.137098  0.807244
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0        35663  subtrain    4.375718  0.799343
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0        35663  validation    4.137072  0.807247
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0        35664  subtrain    4.375689  0.799344
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0        35664  validation    4.137046  0.807253
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0        35665  subtrain     4.37566  0.799346
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0        35665  validation     4.13702  0.807258
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0        35666  subtrain    4.375631  0.799352
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0        35666  validation    4.136994  0.807261
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0        35667  subtrain    4.375603  0.799356
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0        35667  validation    4.136968  0.807266
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0        35668  subtrain    4.375573  0.799358
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0        35668  validation    4.136942  0.80727
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0        35669  subtrain    4.375544  0.799361
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0        35669  validation    4.136916  0.807273
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0        35670  subtrain    4.375515  0.799365
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0        35670  validation     4.13689  0.807275
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0        35671  subtrain    4.375487  0.79937
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0        35671  validation    4.136865  0.80728
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0        35672  subtrain    4.375458  0.799373
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0        35672  validation    4.136838  0.807284
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0        35673  subtrain    4.375429  0.799375
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0        35673  validation    4.136813  0.807287
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0        35675  subtrain    4.375371  0.799384
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0        35675  validation    4.136761  0.80729
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0        35677  validation    4.136709  0.807296
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0        35678  validation    4.136683  0.807298
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0        35679  validation    4.136657  0.807301
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0        35680  subtrain    4.375226  0.799402
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0        35680  validation    4.136632  0.807304
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0        35681  validation    4.136606  0.807307
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0        35682  validation     4.13658  0.80731
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0        35684  validation    4.136528  0.807314
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0        35685  subtrain    4.375082  0.799421
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0        35685  validation    4.136502  0.807318
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0        35686  subtrain    4.375053  0.799425
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0        35686  validation    4.136476  0.807322
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0        35687  subtrain    4.375024  0.799429
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0        35687  validation     4.13645  0.807324
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0        35688  subtrain    4.374995  0.799433
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0        35688  validation    4.136424  0.807327
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0        35689  subtrain    4.374967  0.799436
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0        35689  validation    4.136399  0.807329
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0        35691  validation    4.136347  0.807336
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0        35692  validation    4.136321  0.807337
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0        35693  validation    4.136295  0.807343
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0        35695  validation    4.136243  0.807351
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0        35698  validation    4.136166  0.807357
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0        35699  validation     4.13614  0.807362
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0        35701  validation    4.136088  0.80737
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0        35712  validation    4.135804  0.807402
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0        35713  subtrain    4.374275  0.799542
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0        35713  validation    4.135778  0.807405
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0        35714  validation    4.135752  0.807408
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0        35715  validation    4.135726  0.807411
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0        35716  subtrain    4.374187  0.799557
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0        35716  validation      4.1357  0.807413
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0        35717  validation    4.135674  0.807417
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0        35845  subtrain    4.370477  0.800028
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0        35845  validation    4.132374  0.807872
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0        35847  validation    4.132323  0.807875
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0        35848  validation    4.132297  0.807879
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0        35850  validation    4.132246  0.807888
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0        35855  validation    4.132117  0.807903
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0        35856  validation    4.132092  0.807905
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0        35859  subtrain    4.370075  0.800076
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0        35860  validation    4.131988  0.807919
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0        35861  subtrain    4.370018  0.800084
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0        35861  validation    4.131962  0.807924
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0        35864  subtrain    4.369932  0.800098
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0        35864  validation    4.131886  0.807932
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0        35866  validation    4.131834  0.807937
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0        35868  validation    4.131783  0.807944
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0        35869  subtrain    4.369789  0.800118
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0        35869  validation    4.131757  0.807948
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0        35870  subtrain     4.36976  0.800123
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0        35870  validation    4.131731  0.807949
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0        35871  subtrain    4.369731  0.800126
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0        35871  validation    4.131706  0.807952
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0        35872  validation     4.13168  0.807955
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0        35873  validation    4.131654  0.807959
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0        35874  subtrain    4.369645  0.800136
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0        35874  validation    4.131629  0.807964
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0        35875  subtrain    4.369617  0.800139
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0        35875  validation    4.131603  0.807968
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0        35876  validation    4.131577  0.807971
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0        35877  subtrain    4.369559  0.800148
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0        35877  validation    4.131552  0.807977
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0        35878  validation    4.131526  0.807982
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0        35879  subtrain    4.369503  0.800155
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0        35879  validation      4.1315  0.807985
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0        35880  subtrain    4.369473  0.800157
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0        35880  validation    4.131474  0.807988
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0        35881  validation    4.131449  0.80799
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0        35882  subtrain    4.369416  0.800164
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0        35882  validation    4.131423  0.807994
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0        35883  subtrain    4.369388  0.800166
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0        35883  validation    4.131397  0.808
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0        35884  subtrain    4.369359  0.800169
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0        35884  validation    4.131371  0.808003
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0        35885  validation    4.131347  0.808007
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0        35886  subtrain    4.369302  0.800178
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0        35886  validation     4.13132  0.808009
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0        35887  subtrain    4.369273  0.800182
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0        35887  validation    4.131295  0.808013
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0        35888  subtrain    4.369244  0.800185
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0        35888  validation    4.131269  0.808016
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0        35889  subtrain    4.369215  0.800189
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0        35889  validation    4.131243  0.80802
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0        35890  subtrain    4.369187  0.800192
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0        35890  validation    4.131218  0.808027
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0        35891  subtrain    4.369158  0.800192
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0        35891  validation    4.131192  0.808032
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0        35892  subtrain     4.36913  0.800198
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0        35892  validation    4.131166  0.808037
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0        35893  subtrain    4.369101  0.800202
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0        35893  validation    4.131141  0.808041
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0        35894  subtrain    4.369072  0.800208
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0        35894  validation    4.131115  0.808045
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0        35896  validation    4.131064  0.808052
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0        35897  validation    4.131038  0.808056
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0        35899  validation    4.130987  0.808064
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0        35900  validation    4.130962  0.808067
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0        35901  validation    4.130936  0.80807
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0        35903  validation    4.130885  0.808076
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0        35904  subtrain    4.368786  0.800252
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0        35904  validation    4.130859  0.80808
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0        35905  subtrain    4.368757  0.800254
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0        35905  validation    4.130833  0.808085
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0        35907  subtrain    4.368701  0.800265
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0        35907  validation    4.130782  0.808093
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0        35908  validation    4.130757  0.808094
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0        35909  validation    4.130731  0.808096
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0        35910  validation    4.130704  0.808099
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0        35911  subtrain    4.368586  0.80028
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0        35911  validation    4.130679  0.808101
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0        35912  subtrain    4.368557  0.800284
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0        35912  validation    4.130654  0.808104
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0        35913  subtrain    4.368529  0.800288
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0        35913  validation    4.130628  0.808108
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0        35914  subtrain      4.3685  0.800292
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0        35914  validation    4.130602  0.808112
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0        35915  subtrain    4.368471  0.800295
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0        35915  validation    4.130577  0.808113
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0        35916  subtrain    4.368443  0.800297
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0        35916  validation    4.130551  0.808117
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0        35917  validation    4.130526  0.808121
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0        35918  subtrain    4.368385  0.800305
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0        35918  validation      4.1305  0.808124
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0        35919  subtrain    4.368357  0.800308
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0        35919  validation    4.130474  0.808127
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0        35920  validation    4.130448  0.80813
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0        35921  validation    4.130423  0.808133
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0        35922  subtrain    4.368271  0.800317
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0        35922  validation    4.130397  0.808136
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0        35923  subtrain    4.368243  0.80032
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0        35923  validation    4.130372  0.808141
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0        35924  subtrain    4.368214  0.800326
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0        35924  validation    4.130346  0.808144
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0        35925  subtrain    4.368185  0.80033
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0        35925  validation    4.130321  0.808148
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0        35926  subtrain    4.368157  0.800332
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0        35926  validation    4.130294  0.808152
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0        35927  subtrain    4.368128  0.800338
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0        35927  validation    4.130269  0.808154
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0        35928  subtrain    4.368099  0.800342
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0        35928  validation    4.130243  0.80816
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0        35929  subtrain    4.368071  0.800348
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0        35929  validation    4.130218  0.808164
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0        35930  subtrain    4.368043  0.800348
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0        35930  validation    4.130193  0.808168
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0        35931  subtrain    4.368014  0.800354
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0        35931  validation    4.130167  0.808172
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0        35932  subtrain    4.367985  0.800357
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0        35932  validation    4.130141  0.808175
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0        35933  subtrain    4.367956  0.800359
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0        35933  validation    4.130116  0.808179
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0        35934  subtrain    4.367928  0.800364
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0        35934  validation    4.130089  0.808185
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0        35935  subtrain      4.3679  0.800368
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0        35935  validation    4.130064  0.80819
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0        35936  subtrain    4.367871  0.800369
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0        35936  validation    4.130039  0.808192
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0        35937  subtrain    4.367843  0.800372
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0        35937  validation    4.130013  0.808196
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0        35938  subtrain    4.367813  0.800376
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0        35938  validation    4.129987  0.808199
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0        35939  subtrain    4.367785  0.800379
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0        35939  validation    4.129961  0.808201
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0        35940  subtrain    4.367757  0.800384
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0        35940  validation    4.129936  0.808204
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0        35941  subtrain    4.367728  0.800387
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0        35941  validation     4.12991  0.808208
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0        35942  subtrain      4.3677  0.800392
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0        35942  validation    4.129885  0.808211
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0        35943  subtrain    4.367672  0.800396
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0        35943  validation     4.12986  0.808215
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0        35944  subtrain    4.367642  0.800401
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0        35944  validation    4.129834  0.808217
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0        35945  subtrain    4.367614  0.800405
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0        35945  validation    4.129808  0.808218
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0        35946  subtrain    4.367586  0.800408
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0        35946  validation    4.129783  0.808221
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0        36255  validation    4.121927  0.809287
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0        36257  validation    4.121877  0.809293
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0        36258  validation    4.121851  0.809298
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0        36260  validation    4.121801  0.809305
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0        36261  validation    4.121776  0.809309
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0        36265  validation    4.121675  0.809329
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0        36267  validation    4.121624  0.809333
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0        36268  validation    4.121599  0.809338
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0        36270  validation    4.121548  0.809345
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0        36271  validation    4.121523  0.80935
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0        36273  validation    4.121473  0.809355
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0        36274  validation    4.121448  0.809358
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0        36275  validation    4.121421  0.809361
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0        36276  validation    4.121397  0.809363
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0        36277  validation    4.121372  0.809363
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0        36278  validation    4.121347  0.809365
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0        36279  validation    4.121321  0.809368
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0        36283  validation     4.12122  0.809385
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0        36285  validation     4.12117  0.809388
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0        36287  validation    4.121119  0.809394
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0        36288  validation    4.121094  0.809398
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0        36290  validation    4.121044  0.809403
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0        36291  validation    4.121018  0.809407
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0        36570  subtrain    4.350001  0.802697
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0        36577  subtrain    4.349806  0.802724
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0        36579  subtrain    4.349751  0.802732
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0        36581  subtrain    4.349695  0.802741
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0        36634  subtrain    4.348222  0.802942
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0        36634  validation    4.112428  0.810553
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0        36665  validation    4.111658  0.810656
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0        36667  subtrain    4.347307  0.803065
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0        36670  validation    4.111533  0.810673
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0        36673  subtrain    4.347141  0.803087
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0        36673  validation    4.111459  0.810684
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0        36675  validation    4.111409  0.810689
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0        36680  subtrain    4.346947  0.803108
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0        36684  validation    4.111185  0.810713
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0        36685  subtrain    4.346808  0.803127
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0        36685  validation     4.11116  0.810717
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0        36686  validation    4.111135  0.810721
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0        36687  validation    4.111111  0.810723
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0        36688  subtrain    4.346725  0.803136
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0        36688  validation    4.111086  0.810727
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0        36689  validation    4.111061  0.81073
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0        36690  validation    4.111036  0.810734
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0        36691  validation    4.111011  0.810738
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0        36692  subtrain    4.346614  0.803151
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0        36692  validation    4.110987  0.810741
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0        36693  subtrain    4.346586  0.803156
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0        36693  validation    4.110961  0.810744
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0        36694  subtrain    4.346559  0.803161
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0        36694  validation    4.110937  0.810747
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0        36695  subtrain    4.346531  0.803164
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0        36695  validation    4.110912  0.810752
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0        36696  subtrain    4.346504  0.803169
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0        36696  validation    4.110887  0.810755
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0        36697  subtrain    4.346475  0.803172
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0        36697  validation    4.110862  0.810756
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0        36698  subtrain    4.346448  0.803175
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0        36698  validation    4.110837  0.810759
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0        36699  subtrain     4.34642  0.803179
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0        36699  validation    4.110813  0.81076
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0        36700  validation    4.110788  0.810766
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0        36701  subtrain    4.346365  0.803181
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0        36701  validation    4.110763  0.81077
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0        36702  validation    4.110738  0.810774
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0        36703  validation    4.110713  0.810778
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0        36704  subtrain    4.346282  0.803189
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0        36704  validation    4.110689  0.810783
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0        36705  subtrain    4.346254  0.803193
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0        36705  validation    4.110664  0.810785
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0        36706  validation    4.110639  0.810788
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0        36707  validation    4.110614  0.810792
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0        36708  validation     4.11059  0.810795
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0        36709  validation    4.110564  0.810798
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0        36710  subtrain    4.346115  0.803209
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0        36710  validation    4.110539  0.8108
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0        36711  subtrain    4.346087  0.803213
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0        36711  validation    4.110515  0.810806
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0        36712  subtrain    4.346061  0.803218
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0        36712  validation     4.11049  0.810808
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0        36713  subtrain    4.346032  0.803222
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0        36713  validation    4.110465  0.81081
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0        36714  subtrain    4.346005  0.803224
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0        36714  validation    4.110441  0.810813
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0        36715  subtrain    4.345977  0.803229
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0        36715  validation    4.110415  0.810817
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0        36716  subtrain    4.345949  0.803235
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0        36716  validation    4.110391  0.810821
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0        36717  subtrain    4.345922  0.803238
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0        36717  validation    4.110365  0.810823
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0        36718  subtrain    4.345894  0.803241
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0        36718  validation    4.110341  0.810826
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0        36719  subtrain    4.345866  0.803244
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0        36719  validation    4.110316  0.81083
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0        36720  subtrain    4.345839  0.803249
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0        36720  validation    4.110291  0.810832
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0        36721  subtrain    4.345811  0.803252
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0        36721  validation    4.110266  0.810836
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0        36722  subtrain    4.345784  0.803256
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0        36722  validation    4.110242  0.810837
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0        36723  subtrain    4.345756  0.80326
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0        36723  validation    4.110217  0.81084
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0        36724  subtrain    4.345728  0.803263
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0        36724  validation    4.110192  0.810845
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0        36725  subtrain      4.3457  0.803269
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0        36725  validation    4.110168  0.810847
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0        36726  subtrain    4.345673  0.80327
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0        36726  validation    4.110143  0.810849
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0        36727  subtrain    4.345644  0.803272
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0        36727  validation    4.110117  0.810853
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0        36728  subtrain    4.345618  0.803276
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0        36728  validation    4.110093  0.810857
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0        36729  subtrain     4.34559  0.803283
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0        36729  validation    4.110069  0.81086
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0        36730  subtrain    4.345562  0.803285
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0        36730  validation    4.110043  0.810862
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0        36731  subtrain    4.345534  0.803288
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0        36731  validation    4.110019  0.810866
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0        36732  subtrain    4.345506  0.803293
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0        36732  validation    4.109993  0.810871
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0        36733  subtrain    4.345479  0.803296
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0        36733  validation    4.109969  0.810875
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0        36734  subtrain    4.345451  0.803299
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0        36734  validation    4.109944  0.810878
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0        36735  subtrain    4.345423  0.803303
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0        36735  validation    4.109919  0.810881
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0        36736  subtrain    4.345396  0.803306
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0        36736  validation    4.109895  0.810884
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0        36737  subtrain    4.345368  0.803308
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0        36737  validation    4.109869  0.810885
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0        36738  subtrain    4.345341  0.803314
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0        36738  validation    4.109845  0.810887
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0        36739  subtrain    4.345313  0.803316
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0        36739  validation    4.109821  0.810892
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0        36740  subtrain    4.345285  0.80332
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0        36740  validation    4.109796  0.810895
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0        36741  subtrain    4.345257  0.803324
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0        36741  validation     4.10977  0.810897
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0        36742  subtrain     4.34523  0.803328
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0        36742  validation    4.109746  0.810901
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0        36743  subtrain    4.345202  0.803331
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0        36743  validation    4.109721  0.810905
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0        36744  subtrain    4.345174  0.803335
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0        36744  validation    4.109696  0.810908
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0        36745  subtrain    4.345147  0.803338
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0        36745  validation    4.109672  0.810911
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0        36746  subtrain    4.345119  0.803343
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0        36746  validation    4.109647  0.810914
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0        36747  subtrain    4.345092  0.803344
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0        36747  validation    4.109622  0.810918
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0        36748  subtrain    4.345064  0.803348
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0        36748  validation    4.109597  0.810922
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0        36749  subtrain    4.345037  0.803352
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0        36749  validation    4.109573  0.810924
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0        36904  subtrain    4.340764  0.803913
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0        36904  validation    4.105743  0.811421
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0        36905  subtrain    4.340736  0.803917
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0        36910  subtrain    4.340599  0.803934
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0        36913  subtrain    4.340517  0.803941
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0        36914  subtrain    4.340488  0.803946
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0        36915  subtrain    4.340461  0.803947
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0        36915  validation    4.105472  0.811454
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0        36917  subtrain    4.340406  0.803952
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0        36918  subtrain    4.340379  0.803956
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0        36918  validation    4.105398  0.811465
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0        36919  validation    4.105374  0.811467
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0        36920  subtrain    4.340324  0.803959
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0        36920  validation    4.105349  0.81147
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0        36921  subtrain    4.340297  0.803963
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0        36921  validation    4.105325  0.811472
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0        36922  subtrain    4.340269  0.803966
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0        36922  validation    4.105299  0.811477
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0        36923  subtrain    4.340241  0.803969
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0        36923  validation    4.105275  0.811479
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0        36924  subtrain    4.340214  0.803972
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0        36925  validation    4.105226  0.811484
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0        36926  subtrain    4.340159  0.803982
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0        36926  validation    4.105202  0.811488
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0        36927  subtrain    4.340132  0.803986
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0        36927  validation    4.105176  0.811489
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0        36928  subtrain    4.340105  0.803989
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0        36928  validation    4.105152  0.811492
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0        36929  subtrain    4.340076  0.803991
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0        36929  validation    4.105127  0.811495
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0        36930  subtrain    4.340049  0.803994
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0        36930  validation    4.105103  0.811499
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0        36931  subtrain    4.340022  0.803997
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0        36931  validation    4.105078  0.811504
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0        36932  subtrain    4.339994  0.804004
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0        36932  validation    4.105053  0.811505
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0        36933  subtrain    4.339967  0.804006
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0        36933  validation    4.105029  0.811507
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0        36934  validation    4.105004  0.81151
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0        36935  subtrain    4.339912  0.804015
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0        36937  validation     4.10493  0.811524
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0        36938  validation    4.104906  0.811525
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0        36939  validation    4.104881  0.811528
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0        36940  validation    4.104856  0.811534
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0        36941  validation    4.104832  0.811537
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0        36942  subtrain     4.33972  0.804039
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0        36942  validation    4.104808  0.811543
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0        36943  validation    4.104783  0.811545
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0        36944  validation    4.104758  0.811548
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0        36945  validation    4.104733  0.81155
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0        36946  validation    4.104709  0.811551
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0        36947  validation    4.104684  0.811553
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0        36948  validation     4.10466  0.811558
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0        36949  validation    4.104636  0.811562
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0        36950  validation    4.104611  0.811566
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0        36953  validation    4.104537  0.811573
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0        36954  validation    4.104513  0.811575
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0        36955  validation    4.104488  0.811578
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0        36956  subtrain    4.339336  0.804088
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0        36956  validation    4.104464  0.811582
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0        36957  validation    4.104439  0.811585
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0        36958  validation    4.104414  0.811588
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0        36959  subtrain    4.339254  0.804097
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0        36959  validation    4.104389  0.811591
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0        36960  subtrain    4.339227  0.804101
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0        36960  validation    4.104365  0.811593
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0        36961  subtrain    4.339199  0.804103
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0        36961  validation    4.104341  0.811596
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0        36962  subtrain    4.339171  0.804106
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0        36962  validation    4.104316  0.811599
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0        36963  subtrain    4.339144  0.804108
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0        36963  validation    4.104292  0.811602
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0        36964  subtrain    4.339116  0.804111
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0        36964  validation    4.104267  0.811605
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0        36965  subtrain    4.339088  0.804113
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0        36965  validation    4.104242  0.811608
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0        36966  subtrain    4.339062  0.804115
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0        36966  validation    4.104218  0.811609
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0        36967  subtrain    4.339035  0.80412
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0        36967  validation    4.104193  0.811612
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0        36968  subtrain    4.339006  0.804123
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0        36968  validation    4.104169  0.811616
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0        36969  subtrain    4.338979  0.804127
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0        36969  validation    4.104144  0.811619
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0        36970  subtrain    4.338952  0.80413
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0        36970  validation    4.104119  0.81162
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0        36971  subtrain    4.338924  0.804135
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0        36971  validation    4.104095  0.811621
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0        36972  subtrain    4.338897  0.804138
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0        36972  validation     4.10407  0.811626
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0        36973  subtrain     4.33887  0.804142
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0        36973  validation    4.104045  0.811628
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0        36974  subtrain    4.338842  0.804147
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0        36974  validation    4.104021  0.811632
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0        36975  subtrain    4.338814  0.804152
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0        36975  validation    4.103996  0.811636
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0        36976  subtrain    4.338787  0.804156
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0        37088  validation    4.101227  0.812004
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0        37233  validation    4.097695  0.812488
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0        37234  subtrain    4.331756  0.805097
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0        37287  validation    4.096385  0.81266
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0        37288  validation    4.096361  0.812664
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0        37291  validation    4.096288  0.812672
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0        37293  validation     4.09624  0.812679
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0        37303  validation    4.095998  0.812714
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0        37317  validation    4.095659  0.812752
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0        37319  subtrain    4.329455  0.805398
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0        37319  validation    4.095611  0.812756
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0        37336  validation    4.095199  0.812812
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0        37342  subtrain    4.328834  0.805484
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0        37345  validation    4.094981  0.812844
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0        37346  validation    4.094957  0.812845
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0        37347  subtrain    4.328699  0.805505
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0        37347  validation    4.094933  0.812846
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0        37348  subtrain    4.328672  0.805508
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0        37348  validation    4.094909  0.812852
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0        37349  subtrain    4.328645  0.805513
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0        37349  validation    4.094885  0.812853
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0        37350  subtrain    4.328619  0.805516
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0        37351  subtrain    4.328591  0.805521
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0        37352  subtrain    4.328564  0.805526
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0        37352  validation    4.094812  0.812864
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0        37353  subtrain    4.328537  0.805528
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0        37353  validation    4.094788  0.812868
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0        37354  subtrain     4.32851  0.805533
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0        37356  subtrain    4.328457  0.805541
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0        37356  validation    4.094716  0.812876
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0        37358  validation    4.094667  0.812882
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0        37359  subtrain    4.328375  0.805553
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0        37360  subtrain    4.328349  0.805555
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0        37371  validation    4.094352  0.812917
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0        37372  validation    4.094328  0.812919
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0        37373  validation    4.094304  0.812923
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0        37374  subtrain    4.327971  0.805595
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0        37374  validation     4.09428  0.812926
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0        37375  validation    4.094256  0.812927
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0        37376  subtrain    4.327917  0.805605
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0        37376  validation    4.094232  0.812929
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0        37377  subtrain    4.327889  0.80561
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0        37377  validation    4.094207  0.812932
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0        37378  subtrain    4.327863  0.805613
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0        37378  validation    4.094184  0.812936
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0        37379  subtrain    4.327836  0.805616
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0        37379  validation     4.09416  0.812939
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0        37380  subtrain    4.327808  0.805621
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0        37380  validation    4.094135  0.812943
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0        37381  subtrain    4.327782  0.805626
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0        37381  validation     4.09411  0.812945
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0        37382  validation    4.094087  0.812948
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0        37384  subtrain    4.327702  0.805636
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0        37384  validation    4.094038  0.812952
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0        37385  subtrain    4.327674  0.805641
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0        37385  validation    4.094015  0.812954
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0        37386  subtrain    4.327648  0.805647
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0        37386  validation     4.09399  0.812959
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0        37387  subtrain    4.327621  0.80565
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0        37387  validation    4.093967  0.812962
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0        37388  validation    4.093942  0.812962
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0        37389  subtrain    4.327567  0.805655
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0        37389  validation    4.093918  0.812967
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0        37390  subtrain    4.327539  0.805658
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0        37390  validation    4.093894  0.81297
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0        37391  subtrain    4.327513  0.805663
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0        37391  validation     4.09387  0.812973
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0        37392  subtrain    4.327486  0.805667
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0        37392  validation    4.093845  0.812976
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0        37393  subtrain    4.327458  0.805668
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0        37393  validation    4.093822  0.812979
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0        37394  subtrain    4.327432  0.805672
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0        37394  validation    4.093797  0.812983
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0        37395  subtrain    4.327404  0.805675
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0        37395  validation    4.093773  0.812986
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0        37396  validation     4.09375  0.812993
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0        37397  subtrain    4.327351  0.805679
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0        37397  validation    4.093725  0.812995
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0        37398  subtrain    4.327324  0.805684
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0        37398  validation    4.093701  0.812999
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0        37399  subtrain    4.327297  0.805686
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0        37399  validation    4.093677  0.813002
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0        37400  subtrain     4.32727  0.80569
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0        37400  validation    4.093653  0.813008
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0        37401  subtrain    4.327244  0.805693
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0        37401  validation    4.093628  0.813011
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0        37402  subtrain    4.327216  0.805696
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0        37402  validation    4.093604  0.813013
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0        37403  subtrain    4.327189  0.8057
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0        37403  validation    4.093581  0.813015
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0        37404  subtrain    4.327162  0.805704
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0        37404  validation    4.093556  0.813018
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0        37405  subtrain    4.327136  0.805707
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0        37405  validation    4.093532  0.813022
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0        37406  subtrain    4.327108  0.805709
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0        37406  validation    4.093508  0.813025
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0        37407  subtrain    4.327081  0.805712
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0        37407  validation    4.093484  0.813028
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0        37408  subtrain    4.327055  0.805716
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0        37408  validation     4.09346  0.81303
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0        37409  subtrain    4.327028  0.805719
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0        37409  validation    4.093436  0.813034
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0        37410  subtrain    4.327001  0.805724
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0        37410  validation    4.093411  0.813037
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0        37411  subtrain    4.326974  0.805727
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0        37411  validation    4.093388  0.813041
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0        37412  subtrain    4.326947  0.80573
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0        37412  validation    4.093363  0.813045
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0        37413  subtrain    4.326921  0.805733
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0        37413  validation    4.093339  0.813047
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0        37414  subtrain    4.326893  0.805737
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0        37414  validation    4.093315  0.81305
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0        37415  subtrain    4.326867  0.805739
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0        37415  validation    4.093291  0.813053
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0        37416  subtrain    4.326839  0.805743
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0        37416  validation    4.093267  0.813056
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0        37417  subtrain    4.326812  0.805748
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0        37417  validation    4.093243  0.81306
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0        37418  subtrain    4.326786  0.80575
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0        37418  validation    4.093219  0.813065
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0        37419  subtrain    4.326759  0.805754
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0        37419  validation    4.093194  0.813068
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0        37420  subtrain    4.326733  0.805759
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0        37420  validation     4.09317  0.81307
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0        37421  subtrain    4.326705  0.805762
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0        37421  validation    4.093147  0.813072
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0        37422  subtrain    4.326678  0.805764
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0        37422  validation    4.093122  0.813076
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0        37423  subtrain    4.326651  0.805768
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0        37423  validation    4.093099  0.813079
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0        37424  subtrain    4.326624  0.80577
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0        37424  validation    4.093074  0.813086
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0        37425  subtrain    4.326597  0.805772
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0        37425  validation     4.09305  0.813089
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0        37426  subtrain    4.326571  0.805773
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0        37426  validation    4.093026  0.813095
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0        37427  subtrain    4.326543  0.805776
   step_number    set_name  loss_value       auc
0        37427  validation    4.093002  0.813097
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0        37428  subtrain    4.326517  0.805781
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0        37428  validation    4.092978  0.8131
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0        37429  subtrain     4.32649  0.805785
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0        37429  validation    4.092954  0.813103
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0        37430  subtrain    4.326463  0.805787
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0        37430  validation     4.09293  0.813107
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0        37431  subtrain    4.326437  0.805789
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0        37431  validation    4.092906  0.813111
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0        37432  subtrain     4.32641  0.805792
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0        37432  validation    4.092882  0.813115
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0        37433  subtrain    4.326383  0.805795
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0        37433  validation    4.092857  0.813119
   step_number  set_name  loss_value       auc
0        37434  subtrain    4.326356  0.805797
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0        37434  validation    4.092833  0.813121
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0        37435  subtrain    4.326328  0.805802
   step_number    set_name  loss_value       auc
0        37435  validation    4.092809  0.813124
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0        37436  subtrain    4.326302  0.805806
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0        37436  validation    4.092785  0.813126
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0        37464  subtrain    4.325549  0.805915
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0        37466  subtrain    4.325495  0.805921
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0        37467  subtrain    4.325469  0.805926
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0        37469  subtrain    4.325415  0.805931
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0        37470  subtrain    4.325388  0.805934
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0        37475  subtrain    4.325254  0.805947
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0        37475  validation    4.091846  0.813244
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0        37477  subtrain    4.325201  0.805954
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0        37490  validation    4.091486  0.813284
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0        37493  validation    4.091414  0.813295
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0        37494  validation     4.09139  0.813299
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0        37495  subtrain    4.324717  0.806016
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0        37495  validation    4.091366  0.813301
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0        37497  validation    4.091318  0.813304
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0        37499  subtrain     4.32461  0.806028
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0        37512  validation    4.090957  0.813352
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0        37513  subtrain    4.324234  0.806078
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0        37513  validation    4.090933  0.813356
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0        37514  validation    4.090909  0.813362
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0        37515  validation    4.090885  0.813365
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0        37517  validation    4.090837  0.813374
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0        37519  validation    4.090789  0.813381
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0        37520  subtrain    4.324047  0.806103
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0        37520  validation    4.090765  0.813384
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0        37528  subtrain    4.323832  0.806131
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0        37528  validation    4.090573  0.813406
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0        37530  subtrain    4.323778  0.806136
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0        37532  subtrain    4.323725  0.806143
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0        37533  subtrain    4.323699  0.806146
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0        37533  validation    4.090453  0.813423
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0        37534  subtrain    4.323671  0.806151
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0        37535  subtrain    4.323645  0.806154
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0        37535  validation    4.090405  0.813428
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0        37536  subtrain    4.323617  0.806157
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0        37538  validation    4.090333  0.813436
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0        37539  subtrain    4.323537  0.806166
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0        37540  subtrain    4.323511  0.806169
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0        37541  subtrain    4.323484  0.806171
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0        37542  validation    4.090237  0.813449
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0        37543  subtrain     4.32343  0.806178
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0        37543  validation    4.090213  0.813453
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0        37544  subtrain    4.323403  0.806184
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0        37544  validation    4.090189  0.813454
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0        37545  subtrain    4.323377  0.806187
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0        37545  validation    4.090165  0.813456
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0        37546  subtrain    4.323349  0.806188
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0        37546  validation    4.090141  0.813459
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0        37547  subtrain    4.323323  0.806191
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0        37548  subtrain    4.323297  0.806195
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0        37548  validation    4.090093  0.813463
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0        37549  subtrain    4.323269  0.806198
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0        37549  validation    4.090069  0.813465
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0        37550  subtrain    4.323243  0.806201
   step_number    set_name  loss_value       auc
0        37550  validation    4.090045  0.813467
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0        37551  subtrain    4.323216  0.806204
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0        37564  validation    4.089709  0.813511
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0        37565  subtrain    4.322842  0.806253
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0        37565  validation    4.089685  0.813513
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0        37566  subtrain    4.322814  0.806256
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0        37566  validation    4.089661  0.813516
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0        37567  subtrain    4.322788  0.806259
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0        37567  validation    4.089638  0.813519
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0        37568  subtrain    4.322761  0.806262
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0        37570  validation    4.089566  0.813528
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0        37573  subtrain    4.322628  0.806279
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0        37575  validation    4.089446  0.813545
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0        37576  validation    4.089422  0.813546
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0        37577  subtrain     4.32252  0.806299
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0        37577  validation    4.089397  0.813548
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0        37578  validation    4.089374  0.81355
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0        37579  subtrain    4.322467  0.806305
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0        37579  validation     4.08935  0.813553
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0        37580  subtrain     4.32244  0.806309
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0        37580  validation    4.089326  0.813556
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0        37581  subtrain    4.322413  0.80631
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0        37581  validation    4.089302  0.81356
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0        37582  subtrain    4.322387  0.806317
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0        37582  validation    4.089278  0.813564
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0        37583  subtrain     4.32236  0.806322
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0        37583  validation    4.089255  0.813568
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0        37584  subtrain    4.322334  0.806323
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0        37584  validation    4.089231  0.813572
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0        37585  subtrain    4.322306  0.806326
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0        37585  validation    4.089206  0.813574
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0        37586  validation    4.089182  0.813578
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0        37587  subtrain    4.322253  0.806337
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0        37587  validation    4.089159  0.81358
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0        37588  subtrain    4.322227  0.806342
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0        37588  validation    4.089134  0.813584
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0        37589  validation     4.08911  0.813589
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0        37590  validation    4.089087  0.813592
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0        37591  validation    4.089063  0.813596
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0        37592  validation    4.089039  0.813598
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0        37593  validation    4.089015  0.813601
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0        37594  subtrain    4.322066  0.806366
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0        37594  validation    4.088991  0.813604
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0        37595  validation    4.088967  0.813606
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0        37599  subtrain    4.321932  0.806383
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0        37599  validation    4.088871  0.813617
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0        37601  subtrain    4.321879  0.806388
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0        37601  validation    4.088823  0.813623
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0        37602  validation    4.088799  0.813626
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0        37603  subtrain    4.321826  0.806395
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0        37603  validation    4.088775  0.813628
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0        37604  validation    4.088752  0.813632
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0        37606  subtrain    4.321745  0.806406
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0        37606  validation    4.088704  0.813641
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0        37608  validation    4.088656  0.813647
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0        37609  subtrain    4.321666  0.806414
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0        37609  validation    4.088632  0.813652
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0        37610  subtrain    4.321639  0.806415
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0        37610  validation    4.088608  0.813654
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0        37611  subtrain    4.321612  0.806418
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0        37612  subtrain    4.321585  0.806421
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0        37612  validation     4.08856  0.813662
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0        37613  subtrain    4.321559  0.806425
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0        37613  validation    4.088537  0.813665
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0        37614  subtrain    4.321532  0.806428
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0        37614  validation    4.088512  0.813667
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0        37615  subtrain    4.321506  0.80643
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0        37616  subtrain    4.321478  0.806433
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0        37616  validation    4.088464  0.813672
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0        37617  subtrain    4.321452  0.806437
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0        37617  validation     4.08844  0.813675
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0        37618  subtrain    4.321425  0.806441
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0        37618  validation    4.088417  0.813679
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0        37619  subtrain    4.321399  0.806444
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0        37619  validation    4.088393  0.813682
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0        37620  subtrain    4.321372  0.806449
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0        37620  validation    4.088369  0.813687
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0        37621  subtrain    4.321345  0.806453
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0        37621  validation    4.088346  0.81369
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0        37622  subtrain    4.321318  0.806457
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0        37622  validation    4.088321  0.813692
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0        37623  validation    4.088297  0.813696
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0        37624  subtrain    4.321265  0.806464
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0        37624  validation    4.088274  0.813698
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0        37625  subtrain    4.321239  0.80647
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0        37625  validation     4.08825  0.813702
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0        37626  subtrain    4.321212  0.806476
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0        37626  validation    4.088226  0.813707
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0        37627  subtrain    4.321185  0.806482
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0        37627  validation    4.088202  0.813709
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0        37628  subtrain    4.321158  0.806484
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0        37628  validation    4.088178  0.813713
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0        37629  subtrain    4.321131  0.806487
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0        37629  validation    4.088154  0.813716
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0        37630  subtrain    4.321105  0.806491
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0        37630  validation     4.08813  0.81372
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0        37631  subtrain    4.321078  0.806493
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0        37631  validation    4.088106  0.813722
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0        37632  subtrain    4.321052  0.806496
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0        37632  validation    4.088082  0.813724
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0        37633  subtrain    4.321024  0.806501
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0        37633  validation    4.088058  0.813727
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0        37634  subtrain    4.320998  0.806504
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0        37634  validation    4.088035  0.813733
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0        37635  subtrain    4.320971  0.806507
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0        37635  validation     4.08801  0.813736
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0        37636  subtrain    4.320945  0.806509
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0        37636  validation    4.087986  0.813738
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0        37637  validation    4.087963  0.81374
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0        37638  subtrain    4.320891  0.806517
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0        37638  validation    4.087939  0.813742
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0        37639  validation    4.087915  0.813746
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0        37640  subtrain    4.320838  0.806524
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0        37640  validation    4.087891  0.813747
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0        37641  subtrain    4.320811  0.806528
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0        37641  validation    4.087867  0.81375
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0        37642  validation    4.087843  0.813754
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0        37643  subtrain    4.320757  0.806533
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0        37643  validation    4.087819  0.813756
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0        37644  subtrain    4.320731  0.806535
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0        37644  validation    4.087795  0.813761
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0        37645  subtrain    4.320704  0.806536
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0        37645  validation    4.087771  0.813765
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0        37646  validation    4.087748  0.813768
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0        37647  subtrain    4.320652  0.806544
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0        37647  validation    4.087724  0.813771
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0        37648  validation    4.087699  0.813774
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0        37649  subtrain    4.320598  0.806555
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0        37649  validation    4.087676  0.813776
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0        37650  subtrain    4.320571  0.806557
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0        37650  validation    4.087652  0.813779
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0        37651  validation    4.087628  0.813783
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0        37652  subtrain    4.320518  0.806562
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0        37652  validation    4.087605  0.813787
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0        37653  subtrain    4.320491  0.806566
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0        37653  validation    4.087581  0.81379
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0        37654  validation    4.087556  0.813792
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0        37655  subtrain    4.320438  0.806572
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0        37655  validation    4.087533  0.813797
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0        37656  subtrain    4.320411  0.806575
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0        37656  validation    4.087509  0.813803
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0        37657  subtrain    4.320385  0.806577
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0        37657  validation    4.087485  0.813806
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0        37658  subtrain    4.320358  0.806581
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0        37658  validation    4.087461  0.813809
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0        37659  subtrain    4.320331  0.806584
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0        37659  validation    4.087437  0.813812
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0        37660  subtrain    4.320305  0.806588
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0        37660  validation    4.087413  0.813815
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0        37661  subtrain    4.320278  0.80659
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0        37661  validation    4.087389  0.813816
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0        37662  subtrain    4.320251  0.806595
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0        37662  validation    4.087365  0.81382
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0        37663  subtrain    4.320225  0.806596
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0        37663  validation    4.087341  0.813823
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0        37664  subtrain    4.320199  0.806602
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0        37664  validation    4.087317  0.813828
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0        37665  subtrain    4.320171  0.806605
   step_number    set_name  loss_value      auc
0        37665  validation    4.087294  0.81383
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0        37667  subtrain    4.320118  0.806612
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0        37671  subtrain    4.320012  0.806628
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0        37675  validation    4.087056  0.813871
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0        37676  subtrain    4.319879  0.806643
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0        37676  validation    4.087031  0.813874
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0        37678  validation    4.086984  0.813881
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0        37680  subtrain    4.319772  0.806653
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0        37680  validation    4.086936  0.813887
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0        37681  subtrain    4.319746  0.806656
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0        37682  subtrain    4.319719  0.806661
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0        37683  subtrain    4.319692  0.806667
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0        37684  subtrain    4.319665  0.80667
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0        37685  subtrain    4.319639  0.806672
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0        37685  validation    4.086817  0.813898
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0        37686  subtrain    4.319613  0.806675
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0        37687  subtrain    4.319585  0.806679
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0        37687  validation    4.086769  0.813905
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0        37688  subtrain    4.319559  0.80668
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0        37688  validation    4.086745  0.813911
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0        37689  subtrain    4.319532  0.806683
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0        37689  validation    4.086721  0.813914
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0        37690  subtrain    4.319506  0.806686
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0        37690  validation    4.086697  0.813916
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0        37691  subtrain    4.319479  0.80669
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0        37691  validation    4.086673  0.813919
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0        37692  subtrain    4.319453  0.806696
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0        37692  validation     4.08665  0.813922
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0        37693  subtrain    4.319426  0.806697
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0        37693  validation    4.086626  0.813927
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0        37694  subtrain      4.3194  0.8067
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0        37694  validation    4.086602  0.813928
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0        37695  subtrain    4.319372  0.806704
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0        37695  validation    4.086578  0.813931
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0        37696  subtrain    4.319345  0.806709
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0        37696  validation    4.086555  0.813933
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0        37697  subtrain    4.319319  0.806714
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0        37697  validation    4.086531  0.813934
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0        37698  subtrain    4.319292  0.806716
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0        37698  validation    4.086507  0.813936
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0        37699  subtrain    4.319266  0.806719
   step_number    set_name  loss_value       auc
0        37699  validation    4.086482  0.813939
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0        37700  subtrain     4.31924  0.806723
   step_number    set_name  loss_value      auc
0        37700  validation    4.086459  0.81394
   step_number  set_name  loss_value       auc
0        37701  subtrain    4.319213  0.806727
   step_number    set_name  loss_value       auc
0        37701  validation    4.086435  0.813944
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0        37702  subtrain    4.319186  0.806732
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0        37702  validation    4.086411  0.813947
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0        37703  subtrain     4.31916  0.806737
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0        37703  validation    4.086388  0.813952
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0        37704  subtrain    4.319133  0.80674
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0        37704  validation    4.086363  0.813956
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0        37705  subtrain    4.319107  0.806745
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0        37705  validation     4.08634  0.813957
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0        37706  subtrain     4.31908  0.80675
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0        37706  validation    4.086316  0.813963
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0        37707  subtrain    4.319054  0.806753
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0        37707  validation    4.086292  0.813966
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0        37708  subtrain    4.319026  0.806757
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0        37708  validation    4.086268  0.813966
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0        37709  subtrain       4.319  0.80676
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0        37709  validation    4.086244  0.81397
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0        37710  subtrain    4.318974  0.806763
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0        37710  validation    4.086221  0.813975
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0        37711  subtrain    4.318947  0.806767
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0        37711  validation    4.086196  0.813978
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0        37712  subtrain     4.31892  0.806768
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0        37712  validation    4.086173  0.813982
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0        37713  subtrain    4.318893  0.806772
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0        37713  validation    4.086149  0.813987
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0        37714  subtrain    4.318867  0.806775
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0        37714  validation    4.086125  0.813991
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0        37715  subtrain     4.31884  0.806781
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0        37715  validation    4.086101  0.813996
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0        37716  subtrain    4.318814  0.806783
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0        37716  validation    4.086078  0.813999
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0        37717  subtrain    4.318788  0.806787
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0        37717  validation    4.086053  0.814001
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0        37718  subtrain    4.318761  0.80679
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0        37718  validation     4.08603  0.814004
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0        37719  subtrain    4.318734  0.806795
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0        37719  validation    4.086006  0.814006
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0        37720  subtrain    4.318708  0.806798
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0        37720  validation    4.085983  0.81401
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0        37721  subtrain    4.318681  0.806802
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0        37721  validation    4.085958  0.814015
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0        37722  subtrain    4.318655  0.806805
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0        37722  validation    4.085935  0.814018
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0        37723  subtrain    4.318628  0.806809
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0        37723  validation    4.085911  0.814021
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0        37724  subtrain    4.318601  0.806813
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0        37724  validation    4.085887  0.814024
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0        37725  subtrain    4.318574  0.806818
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0        37725  validation    4.085863  0.814028
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0        37726  subtrain    4.318548  0.80682
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0        37726  validation    4.085839  0.814032
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0        37727  subtrain    4.318521  0.806824
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0        37727  validation    4.085816  0.814035
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0        37728  subtrain    4.318495  0.806829
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0        37728  validation    4.085792  0.814036
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0        37729  subtrain    4.318468  0.806832
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0        37729  validation    4.085768  0.814039
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0        37730  subtrain    4.318441  0.806834
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0        37730  validation    4.085744  0.814042
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0        37731  subtrain    4.318415  0.806836
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0        37731  validation    4.085721  0.814044
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0        37732  subtrain    4.318388  0.80684
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0        37732  validation    4.085697  0.814048
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0        37733  subtrain    4.318361  0.806844
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0        37733  validation    4.085673  0.814049
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0        37734  subtrain    4.318335  0.806848
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0        37734  validation    4.085649  0.814053
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0        37735  subtrain    4.318309  0.806854
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0        37735  validation    4.085625  0.814056
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0        37736  subtrain    4.318282  0.806855
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0        37736  validation    4.085601  0.814058
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0        37737  subtrain    4.318255  0.806861
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0        37737  validation    4.085578  0.814062
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0        37738  subtrain    4.318229  0.806864
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0        37738  validation    4.085554  0.814064
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0        37739  subtrain    4.318202  0.806868
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0        37739  validation     4.08553  0.814067
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0        37740  subtrain    4.318176  0.806872
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0        37740  validation    4.085506  0.814069
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0        37741  subtrain    4.318149  0.806874
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0        37741  validation    4.085482  0.814072
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0        37742  subtrain    4.318123  0.806877
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0        37742  validation    4.085459  0.814076
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0        37743  subtrain    4.318096  0.806881
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0        37743  validation    4.085434  0.814077
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0        37744  subtrain    4.318069  0.806883
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0        37744  validation    4.085411  0.814082
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0        37745  subtrain    4.318043  0.806886
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0        37745  validation    4.085388  0.814086
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0        37746  subtrain    4.318016  0.806888
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0        37746  validation    4.085364  0.814091
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0        37747  subtrain    4.317989  0.80689
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0        37747  validation    4.085339  0.814093
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0        37748  subtrain    4.317963  0.806893
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0        37748  validation    4.085316  0.814097
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0        37749  subtrain    4.317936  0.806899
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0        37749  validation    4.085292  0.814101
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0        37750  subtrain     4.31791  0.8069
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0        37750  validation    4.085268  0.814102
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0        37751  subtrain    4.317884  0.806903
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0        37751  validation    4.085245  0.814106
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0        37752  subtrain    4.317857  0.806905
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0        37752  validation     4.08522  0.81411
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0        37753  subtrain    4.317831  0.806908
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0        37753  validation    4.085197  0.814114
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0        37754  subtrain    4.317804  0.806912
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0        37754  validation    4.085173  0.814117
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0        37755  subtrain    4.317778  0.806917
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0        37755  validation     4.08515  0.814122
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0        37756  subtrain     4.31775  0.806918
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0        37756  validation    4.085126  0.814126
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0        37757  subtrain    4.317724  0.806921
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0        37757  validation    4.085102  0.814128
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0        37758  subtrain    4.317698  0.806923
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0        37758  validation    4.085078  0.814131
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0        37759  subtrain    4.317671  0.806926
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0        37759  validation    4.085054  0.814134
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0        37760  subtrain    4.317645  0.806931
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0        37760  validation    4.085031  0.814137
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0        37761  subtrain    4.317618  0.806936
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0        37761  validation    4.085006  0.81414
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0        37762  subtrain    4.317591  0.806942
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0        37762  validation    4.084983  0.814142
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0        37763  subtrain    4.317565  0.806946
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0        37763  validation     4.08496  0.814143
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0        37764  subtrain    4.317539  0.806948
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0        37764  validation    4.084936  0.814147
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0        37765  subtrain    4.317512  0.806952
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0        37765  validation    4.084911  0.814148
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0        37766  subtrain    4.317485  0.806956
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0        37766  validation    4.084888  0.814152
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0        37767  subtrain    4.317458  0.80696
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0        37767  validation    4.084864  0.814154
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0        37768  subtrain    4.317432  0.806963
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0        37768  validation     4.08484  0.814156
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0        37769  subtrain    4.317406  0.806966
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0        37769  validation    4.084817  0.814158
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0        37770  subtrain    4.317379  0.806969
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0        37770  validation    4.084793  0.814162
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0        37771  subtrain    4.317353  0.806973
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0        37771  validation    4.084769  0.814164
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0        37772  subtrain    4.317326  0.806977
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0        37772  validation    4.084745  0.814165
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0        37773  subtrain    4.317299  0.80698
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0        37773  validation    4.084722  0.814169
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0        37774  subtrain    4.317273  0.806983
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0        37774  validation    4.084698  0.814171
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0        37775  subtrain    4.317246  0.806985
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0        37775  validation    4.084674  0.814173
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0        37776  subtrain     4.31722  0.806988
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0        37776  validation    4.084651  0.814176
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0        37777  subtrain    4.317194  0.806994
   step_number    set_name  loss_value      auc
0        37777  validation    4.084627  0.81418
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0        37778  subtrain    4.317167  0.806998
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0        37778  validation    4.084603  0.814182
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0        37779  subtrain    4.317141  0.807002
   step_number    set_name  loss_value       auc
0        37779  validation    4.084579  0.814186
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0        37780  subtrain    4.317114  0.807004
   step_number    set_name  loss_value       auc
0        37780  validation    4.084556  0.814188
   step_number  set_name  loss_value       auc
0        37781  subtrain    4.317088  0.807008
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0        37782  validation    4.084508  0.814194
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0        37783  validation    4.084484  0.814198
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0        37784  validation     4.08446  0.814201
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0        37785  validation    4.084436  0.814206
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0        37786  subtrain    4.316955  0.807024
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0        37786  validation    4.084413  0.814208
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0        37787  subtrain    4.316928  0.807026
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0        37787  validation    4.084389  0.81421
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0        37788  subtrain    4.316901  0.807029
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0        37788  validation    4.084365  0.814212
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0        37789  subtrain    4.316874  0.807033
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0        37789  validation    4.084342  0.814217
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0        37790  subtrain    4.316849  0.807036
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0        37790  validation    4.084318  0.814219
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0        37792  subtrain    4.316795  0.807043
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0        37792  validation     4.08427  0.814225
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0        37793  subtrain    4.316769  0.807045
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0        37793  validation    4.084246  0.814228
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0        37794  subtrain    4.316742  0.807048
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0        37794  validation    4.084223  0.814234
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0        37795  subtrain    4.316716  0.807051
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0        37795  validation    4.084199  0.814238
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0        37796  subtrain    4.316689  0.807054
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0        37796  validation    4.084175  0.814242
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0        37797  subtrain    4.316662  0.807057
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0        37797  validation    4.084152  0.814246
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0        37798  subtrain    4.316636  0.807061
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0        37798  validation    4.084127  0.814248
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0        37799  subtrain    4.316609  0.807064
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0        37799  validation    4.084104  0.814252
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0        37800  subtrain    4.316583  0.80707
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0        37800  validation     4.08408  0.814256
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0        37801  subtrain    4.316556  0.807072
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0        37801  validation    4.084056  0.81426
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0        37802  subtrain     4.31653  0.807076
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0        37802  validation    4.084033  0.814264
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0        37803  subtrain    4.316503  0.807079
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0        37803  validation    4.084009  0.814268
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0        37804  subtrain    4.316477  0.807081
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0        37804  validation    4.083985  0.814272
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0        37805  subtrain    4.316451  0.807086
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0        37805  validation    4.083961  0.814274
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0        37806  subtrain    4.316424  0.807089
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0        37806  validation    4.083938  0.814278
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0        37807  subtrain    4.316397  0.807093
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0        37807  validation    4.083914  0.814281
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0        37808  subtrain    4.316371  0.807095
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0        37808  validation     4.08389  0.814283
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0        37809  subtrain    4.316345  0.8071
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0        37809  validation    4.083867  0.814287
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0        37810  subtrain    4.316319  0.807103
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0        37810  validation    4.083843  0.814291
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0        37811  subtrain    4.316291  0.807107
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0        37811  validation    4.083818  0.814291
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0        37812  subtrain    4.316265  0.807109
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0        37812  validation    4.083796  0.814296
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0        37813  subtrain    4.316238  0.807112
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0        37813  validation    4.083772  0.814299
   step_number  set_name  loss_value       auc
0        37814  subtrain    4.316212  0.807117
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0        37814  validation    4.083748  0.814301
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0        37815  subtrain    4.316185  0.807122
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0        37815  validation    4.083724  0.814304
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0        37816  subtrain    4.316159  0.807125
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0        37816  validation      4.0837  0.814307
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0        37817  subtrain    4.316133  0.807127
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0        37817  validation    4.083676  0.814309
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0        37818  subtrain    4.316106  0.807131
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0        37818  validation    4.083653  0.814311
   step_number  set_name  loss_value       auc
0        37819  subtrain    4.316079  0.807133
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0        37819  validation    4.083629  0.814314
   step_number  set_name  loss_value       auc
0        37820  subtrain    4.316053  0.807136
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0        37820  validation    4.083605  0.814317
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0        37821  subtrain    4.316026  0.80714
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0        37821  validation    4.083582  0.81432
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0        37822  subtrain       4.316  0.807143
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0        37822  validation    4.083558  0.814323
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0        37823  subtrain    4.315973  0.807146
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0        37823  validation    4.083534  0.814325
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0        37824  subtrain    4.315947  0.807149
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0        37824  validation     4.08351  0.814328
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0        37825  subtrain    4.315919  0.807154
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0        37825  validation    4.083487  0.814331
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0        37826  subtrain    4.315894  0.807158
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0        37826  validation    4.083463  0.814334
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0        37827  subtrain    4.315867  0.807161
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0        37827  validation    4.083439  0.814336
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0        37828  subtrain    4.315841  0.807164
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0        37828  validation    4.083416  0.81434
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0        37829  subtrain    4.315814  0.80717
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0        37829  validation    4.083393  0.814342
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0        37830  subtrain    4.315788  0.807173
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0        37830  validation    4.083368  0.814347
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0        37831  subtrain    4.315762  0.807174
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0        37831  validation    4.083344  0.814349
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0        37832  subtrain    4.315735  0.807178
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0        37832  validation    4.083321  0.814353
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0        37833  subtrain    4.315709  0.807181
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0        37833  validation    4.083297  0.814356
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0        37834  subtrain    4.315682  0.807185
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0        37834  validation    4.083273  0.814359
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0        37835  subtrain    4.315656  0.807187
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0        37835  validation     4.08325  0.814363
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0        37836  subtrain    4.315629  0.807192
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0        37836  validation    4.083226  0.814365
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0        37837  subtrain    4.315602  0.807195
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0        37837  validation    4.083201  0.814368
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0        37838  subtrain    4.315576  0.807201
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0        37838  validation    4.083178  0.81437
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0        37839  subtrain    4.315549  0.807204
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0        37839  validation    4.083155  0.814372
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0        37840  subtrain    4.315524  0.807207
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0        37840  validation    4.083131  0.814376
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0        37841  subtrain    4.315496  0.807211
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0        37841  validation    4.083107  0.814378
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0        37842  subtrain     4.31547  0.807212
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0        37842  validation    4.083084  0.814383
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0        37843  subtrain    4.315444  0.807215
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0        37843  validation     4.08306  0.81439
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0        37844  subtrain    4.315417  0.807219
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0        37844  validation    4.083036  0.814394
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0        37845  subtrain    4.315391  0.807222
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0        37845  validation    4.083013  0.814396
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0        37846  subtrain    4.315364  0.807223
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0        37846  validation    4.082989  0.8144
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0        37847  subtrain    4.315338  0.807225
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0        37847  validation    4.082965  0.814402
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0        37848  subtrain    4.315311  0.807228
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0        37848  validation    4.082941  0.814403
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0        37849  subtrain    4.315285  0.807229
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0        37849  validation    4.082918  0.814408
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0        37850  subtrain    4.315258  0.807233
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0        37850  validation    4.082894  0.814413
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0        37851  subtrain    4.315232  0.807235
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0        37851  validation     4.08287  0.814416
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0        37852  subtrain    4.315205  0.807238
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0        37852  validation    4.082847  0.81442
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0        37853  subtrain    4.315179  0.807243
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0        37853  validation    4.082823  0.814423
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0        37854  subtrain    4.315153  0.807247
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0        37854  validation    4.082799  0.814425
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0        37855  subtrain    4.315126  0.807249
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0        37855  validation    4.082776  0.814429
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0        37856  subtrain      4.3151  0.807251
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0        37856  validation    4.082752  0.814429
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0        37857  subtrain    4.315073  0.807255
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0        37857  validation    4.082728  0.814432
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0        37858  subtrain    4.315047  0.807259
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0        37858  validation    4.082705  0.814435
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0        37859  subtrain     4.31502  0.807263
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0        37859  validation    4.082681  0.814436
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0        37860  subtrain    4.314994  0.807264
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0        37860  validation    4.082657  0.814441
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0        37861  subtrain    4.314966  0.807267
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0        37861  validation    4.082633  0.814446
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0        37862  subtrain     4.31494  0.807272
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0        37862  validation     4.08261  0.814449
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0        37863  subtrain    4.314915  0.807274
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0        37863  validation    4.082586  0.814452
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0        37864  subtrain    4.314888  0.807278
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0        37864  validation    4.082562  0.814455
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0        37865  subtrain    4.314862  0.807283
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0        37865  validation    4.082539  0.814459
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0        37866  subtrain    4.314835  0.807287
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0        37866  validation    4.082514  0.814462
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0        37867  subtrain    4.314808  0.80729
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0        37867  validation    4.082491  0.814467
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0        37868  subtrain    4.314782  0.807292
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0        37868  validation    4.082467  0.81447
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0        37869  subtrain    4.314755  0.807295
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0        37869  validation    4.082444  0.814473
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0        37870  subtrain    4.314729  0.807298
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0        37870  validation     4.08242  0.814475
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0        37871  subtrain    4.314703  0.807301
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0        37871  validation    4.082397  0.814475
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0        37872  subtrain    4.314677  0.807304
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0        37872  validation    4.082373  0.814478
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0        37873  subtrain     4.31465  0.807308
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0        37873  validation    4.082349  0.814482
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0        37874  subtrain    4.314623  0.807314
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0        37874  validation    4.082325  0.814484
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0        37875  subtrain    4.314597  0.807317
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0        37875  validation    4.082302  0.814485
   step_number  set_name  loss_value      auc
0        37876  subtrain     4.31457  0.80732
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0        37876  validation    4.082278  0.814488
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0        37877  subtrain    4.314545  0.807324
   step_number    set_name  loss_value      auc
0        37877  validation    4.082255  0.81449
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0        37878  subtrain    4.314517  0.807327
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0        37878  validation    4.082231  0.814493
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0        37879  subtrain    4.314491  0.807332
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0        37879  validation    4.082207  0.814496
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0        37880  subtrain    4.314465  0.807335
   step_number    set_name  loss_value       auc
0        37880  validation    4.082183  0.814498
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0        37881  subtrain    4.314438  0.807339
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0        37881  validation     4.08216  0.8145
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0        37882  subtrain    4.314412  0.807344
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0        37882  validation    4.082136  0.814502
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0        37883  subtrain    4.314385  0.807346
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0        37883  validation    4.082112  0.814505
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0        37884  subtrain    4.314359  0.807351
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0        37884  validation    4.082089  0.814507
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0        37885  subtrain    4.314332  0.807354
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0        37885  validation    4.082065  0.814509
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0        37886  subtrain    4.314306  0.807358
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0        37886  validation    4.082041  0.814511
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0        37887  subtrain    4.314279  0.807359
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0        37887  validation    4.082017  0.814514
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0        37888  subtrain    4.314253  0.807364
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0        37888  validation    4.081994  0.814516
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0        37889  subtrain    4.314227  0.807367
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0        37889  validation     4.08197  0.814521
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0        37890  subtrain    4.314201  0.807371
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0        37890  validation    4.081946  0.814528
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0        37891  subtrain    4.314174  0.807376
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0        37891  validation    4.081923  0.814531
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0        37892  subtrain    4.314147  0.807378
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0        37892  validation      4.0819  0.814535
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0        37893  subtrain    4.314121  0.80738
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0        37893  validation    4.081876  0.81454
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0        37894  subtrain    4.314094  0.807384
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0        37894  validation    4.081852  0.814544
   step_number  set_name  loss_value       auc
0        37895  subtrain    4.314068  0.807388
   step_number    set_name  loss_value       auc
0        37895  validation    4.081829  0.814547
   step_number  set_name  loss_value       auc
0        37896  subtrain    4.314042  0.807391
   step_number    set_name  loss_value      auc
0        37896  validation    4.081805  0.81455
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0        37897  validation    4.081781  0.814554
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0        37901  subtrain     4.31391  0.807409
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0        37901  validation    4.081686  0.814565
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0        37903  validation    4.081639  0.814569
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0        37904  subtrain    4.313831  0.807419
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0        37904  validation    4.081615  0.814573
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0        37905  subtrain    4.313804  0.807423
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0        37905  validation    4.081592  0.814575
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0        37906  subtrain    4.313777  0.807428
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0        37906  validation    4.081568  0.814578
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0        37908  validation    4.081521  0.814589
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0        37909  validation    4.081497  0.814592
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0        37910  subtrain    4.313672  0.807441
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0        37910  validation    4.081473  0.814596
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0        37911  subtrain    4.313645  0.807446
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0        37911  validation     4.08145  0.8146
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0        37912  subtrain    4.313619  0.807449
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0        37912  validation    4.081426  0.8146
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0        37913  subtrain    4.313592  0.807453
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0        37913  validation    4.081402  0.814604
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0        37914  subtrain    4.313566  0.807456
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0        37914  validation    4.081379  0.814606
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0        37915  subtrain     4.31354  0.80746
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0        37915  validation    4.081356  0.814609
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0        37916  subtrain    4.313513  0.807465
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0        37916  validation    4.081332  0.81461
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0        37917  subtrain    4.313487  0.807469
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0        37917  validation    4.081307  0.814614
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0        37918  subtrain     4.31346  0.807471
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0        37918  validation    4.081285  0.814616
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0        37919  subtrain    4.313434  0.807476
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0        37919  validation    4.081261  0.81462
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0        37920  subtrain    4.313408  0.80748
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0        37920  validation    4.081237  0.814626
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0        37921  subtrain    4.313381  0.807483
   step_number    set_name  loss_value      auc
0        37921  validation    4.081213  0.81463
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0        37922  subtrain    4.313354  0.807485
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0        37922  validation     4.08119  0.814633
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0        37923  subtrain    4.313328  0.807488
   step_number    set_name  loss_value       auc
0        37923  validation    4.081166  0.814637
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0        37924  subtrain    4.313302  0.807494
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0        37924  validation    4.081142  0.814641
   step_number  set_name  loss_value       auc
0        37925  subtrain    4.313276  0.807498
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0        37925  validation    4.081119  0.814644
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0        37926  subtrain     4.31325  0.807501
   step_number    set_name  loss_value      auc
0        37926  validation    4.081095  0.81465
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0        37927  subtrain    4.313222  0.807505
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0        37927  validation    4.081071  0.814655
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0        37928  subtrain    4.313197  0.80751
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0        37928  validation    4.081048  0.814657
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0        37929  subtrain     4.31317  0.807512
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0        37929  validation    4.081025  0.81466
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0        37930  subtrain    4.313144  0.807517
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0        37930  validation    4.081001  0.814662
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0        37931  subtrain    4.313117  0.80752
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0        37931  validation    4.080976  0.814664
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0        37932  subtrain    4.313091  0.807522
   step_number    set_name  loss_value       auc
0        37932  validation    4.080953  0.814667
   step_number  set_name  loss_value       auc
0        37933  subtrain    4.313065  0.807525
   step_number    set_name  loss_value       auc
0        37933  validation     4.08093  0.814669
   step_number  set_name  loss_value       auc
0        37934  subtrain    4.313038  0.807531
   step_number    set_name  loss_value       auc
0        37934  validation    4.080906  0.814672
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0        37935  subtrain    4.313012  0.807534
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0        37935  validation    4.080883  0.814675
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0        37936  subtrain    4.312985  0.807536
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0        37936  validation    4.080859  0.814676
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0        37937  subtrain    4.312959  0.80754
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0        37937  validation    4.080835  0.81468
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0        37938  subtrain    4.312932  0.807543
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0        37938  validation    4.080812  0.814683
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0        37939  subtrain    4.312906  0.807546
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0        37939  validation    4.080788  0.814684
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0        37940  subtrain    4.312879  0.807547
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0        37940  validation    4.080764  0.814686
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0        37941  subtrain    4.312853  0.807549
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0        37941  validation     4.08074  0.814691
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0        37942  subtrain    4.312827  0.807553
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0        37942  validation    4.080717  0.814693
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0        37943  subtrain    4.312801  0.807557
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0        37943  validation    4.080693  0.814694
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0        37944  subtrain    4.312774  0.807562
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0        37944  validation     4.08067  0.814697
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0        37945  subtrain    4.312747  0.807566
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0        37945  validation    4.080646  0.8147
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0        37946  subtrain    4.312722  0.807569
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0        37946  validation    4.080623  0.814702
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0        37947  subtrain    4.312695  0.807572
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0        37947  validation    4.080599  0.814704
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0        37948  subtrain    4.312668  0.807575
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0        37948  validation    4.080575  0.814707
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0        37949  subtrain    4.312642  0.807577
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0        37949  validation    4.080552  0.814711
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0        37950  subtrain    4.312616  0.807581
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0        37950  validation    4.080528  0.814712
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0        37951  subtrain     4.31259  0.807583
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0        37951  validation    4.080504  0.814715
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0        37952  subtrain    4.312563  0.807588
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0        37952  validation    4.080481  0.814718
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0        37953  subtrain    4.312537  0.807592
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0        37953  validation    4.080457  0.814719
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0        37954  subtrain     4.31251  0.807596
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0        37954  validation    4.080433  0.814723
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0        37955  subtrain    4.312484  0.807601
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0        37955  validation     4.08041  0.814728
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0        37956  subtrain    4.312458  0.807603
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0        37956  validation    4.080387  0.814731
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0        37957  subtrain    4.312431  0.807606
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0        37957  validation    4.080362  0.814734
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0        37958  subtrain    4.312405  0.807612
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0        37958  validation    4.080339  0.814736
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0        37959  subtrain    4.312379  0.807616
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0        37959  validation    4.080316  0.814738
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0        37960  subtrain    4.312352  0.807622
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0        37960  validation    4.080293  0.814743
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0        37961  subtrain    4.312326  0.807628
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0        37961  validation    4.080268  0.814747
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0        37962  subtrain    4.312299  0.807631
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0        37962  validation    4.080245  0.814748
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0        37963  subtrain    4.312274  0.807633
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0        37963  validation    4.080222  0.81475
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0        37964  subtrain    4.312246  0.807637
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0        37964  validation    4.080198  0.814754
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0        37965  subtrain     4.31222  0.80764
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0        37965  validation    4.080174  0.814755
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0        37966  subtrain    4.312194  0.807643
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0        37966  validation     4.08015  0.814758
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0        37967  subtrain    4.312168  0.807647
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0        37967  validation    4.080127  0.81476
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0        37968  subtrain    4.312141  0.807649
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0        37968  validation    4.080103  0.814763
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0        37969  subtrain    4.312115  0.80765
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0        37969  validation     4.08008  0.814766
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0        37970  subtrain    4.312088  0.807654
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0        37970  validation    4.080056  0.814772
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0        37971  subtrain    4.312062  0.807657
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0        37971  validation    4.080032  0.814776
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0        37972  subtrain    4.312037  0.80766
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0        37972  validation    4.080009  0.814778
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0        37973  subtrain     4.31201  0.807664
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0        37973  validation    4.079985  0.814781
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0        37974  subtrain    4.311983  0.807664
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0        37974  validation    4.079962  0.814783
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0        37975  subtrain    4.311957  0.807666
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0        37975  validation    4.079938  0.814785
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0        37976  subtrain    4.311931  0.807668
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0        37976  validation    4.079915  0.814788
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0        37977  subtrain    4.311904  0.807671
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0        37977  validation    4.079891  0.81479
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0        37978  subtrain    4.311877  0.807673
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0        37978  validation    4.079867  0.814794
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0        37979  subtrain    4.311851  0.807675
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0        37979  validation    4.079844  0.814796
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0        37980  subtrain    4.311825  0.807677
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0        37980  validation     4.07982  0.814799
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0        37981  subtrain    4.311799  0.807681
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0        37981  validation    4.079797  0.8148
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0        37982  subtrain    4.311772  0.807685
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0        37982  validation    4.079773  0.814805
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0        37983  subtrain    4.311746  0.807687
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0        37983  validation    4.079749  0.814808
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0        37984  subtrain    4.311719  0.807691
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0        37984  validation    4.079726  0.814812
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0        37985  subtrain    4.311693  0.807696
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0        37985  validation    4.079703  0.814815
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0        37986  subtrain    4.311667  0.807698
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0        37986  validation    4.079679  0.814821
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0        37987  subtrain    4.311641  0.8077
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0        37987  validation    4.079655  0.814824
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0        37988  subtrain    4.311615  0.807704
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0        37988  validation    4.079632  0.814829
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0        37989  subtrain    4.311588  0.807706
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0        37989  validation    4.079608  0.814832
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0        37990  subtrain    4.311561  0.807708
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0        37990  validation    4.079585  0.814835
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0        37991  subtrain    4.311535  0.807711
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0        37991  validation    4.079561  0.81484
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0        37992  subtrain    4.311509  0.807715
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0        37992  validation    4.079537  0.814842
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0        37993  subtrain    4.311483  0.807717
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0        37993  validation    4.079514  0.814845
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0        37994  subtrain    4.311457  0.807722
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0        37994  validation     4.07949  0.814848
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0        37995  subtrain     4.31143  0.807728
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0        37995  validation    4.079467  0.814852
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0        37996  subtrain    4.311404  0.807731
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0        37996  validation    4.079443  0.814854
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0        37997  subtrain    4.311377  0.807736
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0        37997  validation     4.07942  0.814856
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0        37998  subtrain    4.311351  0.80774
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0        37998  validation    4.079396  0.81486
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0        37999  subtrain    4.311325  0.807743
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0        37999  validation    4.079373  0.814864
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0        38000  subtrain    4.311299  0.807748
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0        38000  validation    4.079349  0.814864
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0        38001  subtrain    4.311272  0.807753
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0        38001  validation    4.079326  0.814867
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0        38002  subtrain    4.311246  0.807757
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0        38002  validation    4.079302  0.814868
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0        38003  subtrain     4.31122  0.80776
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0        38003  validation    4.079278  0.814871
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0        38004  subtrain    4.311193  0.807764
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0        38004  validation    4.079255  0.814875
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0        38005  subtrain    4.311167  0.807768
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0        38005  validation    4.079231  0.814877
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0        38006  subtrain    4.311141  0.807774
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0        38006  validation    4.079207  0.814881
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0        38007  subtrain    4.311115  0.807779
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0        38007  validation    4.079185  0.814884
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0        38008  subtrain    4.311088  0.807784
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0        38008  validation     4.07916  0.814886
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0        38009  subtrain    4.311061  0.807786
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0        38009  validation    4.079137  0.814889
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0        38010  subtrain    4.311035  0.807788
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0        38010  validation    4.079113  0.814891
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0        38011  subtrain    4.311009  0.807792
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0        38042  validation     4.07836  0.814984
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0        38047  subtrain    4.310062  0.807923
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0        38048  subtrain    4.310036  0.807925
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0        38049  subtrain    4.310009  0.807928
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0        38049  validation    4.078195  0.815002
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0        38051  validation    4.078148  0.815004
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0        38052  subtrain    4.309931  0.807936
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0        38054  subtrain    4.309878  0.807942
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0        38058  subtrain    4.309773  0.807952
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0        38058  validation    4.077983  0.815025
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0        38059  subtrain    4.309746  0.807957
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0        38059  validation     4.07796  0.815027
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0        38061  subtrain    4.309694  0.807962
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0        38061  validation    4.077913  0.815031
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0        38062  subtrain    4.309669  0.807967
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0        38062  validation     4.07789  0.815034
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0        38063  subtrain    4.309641  0.807969
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0        38063  validation    4.077867  0.815037
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0        38064  subtrain    4.309615  0.807973
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0        38064  validation    4.077843  0.81504
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0        38065  subtrain    4.309589  0.807977
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0        38065  validation    4.077819  0.815042
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0        38066  subtrain    4.309563  0.807981
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0        38066  validation    4.077796  0.815046
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0        38067  subtrain    4.309536  0.807986
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0        38067  validation    4.077772  0.815047
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0        38068  subtrain     4.30951  0.80799
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0        38068  validation    4.077748  0.81505
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0        38069  subtrain    4.309484  0.807994
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0        38069  validation    4.077725  0.815056
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0        38070  subtrain    4.309458  0.807997
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0        38070  validation    4.077702  0.815058
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0        38071  validation    4.077678  0.815061
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0        38072  subtrain    4.309405  0.808003
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0        38072  validation    4.077654  0.815064
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0        38073  subtrain    4.309379  0.808007
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0        38073  validation    4.077631  0.815067
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0        38074  subtrain    4.309352  0.808011
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0        38074  validation    4.077608  0.81507
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0        38075  subtrain    4.309326  0.808016
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0        38075  validation    4.077584  0.815076
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0        38076  validation     4.07756  0.815078
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0        38077  subtrain    4.309274  0.808024
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0        38077  validation    4.077537  0.815079
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0        38078  subtrain    4.309247  0.808026
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0        38078  validation    4.077513  0.815082
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0        38079  subtrain    4.309221  0.808028
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0        38079  validation     4.07749  0.815085
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0        38080  subtrain    4.309195  0.808029
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0        38080  validation    4.077467  0.815087
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0        38081  subtrain    4.309169  0.808032
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0        38081  validation    4.077443  0.815091
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0        38082  subtrain    4.309142  0.808034
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0        38082  validation     4.07742  0.815094
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0        38083  validation    4.077396  0.815096
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0        38084  validation    4.077372  0.815099
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0        38085  validation    4.077349  0.815104
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0        38086  validation    4.077325  0.815107
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0        38087  subtrain    4.309012  0.808048
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0        38087  validation    4.077302  0.815111
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0        38088  validation    4.077278  0.815114
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0        38089  validation    4.077255  0.81512
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0        38090  validation    4.077231  0.815124
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0        38091  subtrain    4.308906  0.808061
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0        38091  validation    4.077208  0.81513
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0        38092  subtrain     4.30888  0.808064
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0        38092  validation    4.077184  0.815132
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0        38093  subtrain    4.308854  0.808066
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0        38093  validation    4.077161  0.815134
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0        38094  validation    4.077137  0.815136
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0        38095  subtrain    4.308801  0.808072
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0        38095  validation    4.077114  0.81514
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0        38096  validation     4.07709  0.815142
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0        38098  validation    4.077044  0.815149
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0        38099  validation     4.07702  0.815152
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0        38100  subtrain     4.30867  0.808093
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0        38100  validation    4.076996  0.815155
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0        38101  validation    4.076972  0.815158
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0        38102  validation     4.07695  0.815159
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0        38103  subtrain    4.308591  0.808101
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0        38103  validation    4.076926  0.815162
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0        38104  subtrain    4.308565  0.808104
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0        38104  validation    4.076902  0.815166
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0        38105  subtrain    4.308539  0.808108
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0        38105  validation     4.07688  0.815171
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0        38106  subtrain    4.308513  0.808111
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0        38106  validation    4.076856  0.815173
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0        38107  subtrain    4.308486  0.808114
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0        38107  validation    4.076832  0.815176
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0        38108  subtrain    4.308461  0.808117
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0        38108  validation    4.076808  0.81518
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0        38109  subtrain    4.308434  0.80812
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0        38109  validation    4.076785  0.815184
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0        38110  subtrain    4.308407  0.808123
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0        38110  validation    4.076762  0.815188
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0        38111  subtrain    4.308381  0.808125
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0        38111  validation    4.076738  0.815189
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0        38112  subtrain    4.308355  0.80813
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0        38112  validation    4.076715  0.815191
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0        38113  subtrain    4.308329  0.808135
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0        38113  validation    4.076691  0.815194
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0        38114  subtrain    4.308303  0.808138
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0        38114  validation    4.076668  0.815199
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0        38115  subtrain    4.308276  0.808143
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0        38115  validation    4.076644  0.815202
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0        38116  subtrain     4.30825  0.808144
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0        38116  validation    4.076621  0.815206
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0        38117  subtrain    4.308224  0.808149
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0        38117  validation    4.076597  0.815208
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0        38118  subtrain    4.308198  0.808152
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0        38118  validation    4.076574  0.815212
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0        38119  subtrain    4.308171  0.808155
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0        38119  validation     4.07655  0.815214
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0        38120  subtrain    4.308146  0.808158
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0        38120  validation    4.076527  0.815218
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0        38121  subtrain    4.308119  0.808161
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0        38121  validation    4.076504  0.81522
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0        38122  subtrain    4.308093  0.808165
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0        38122  validation     4.07648  0.815224
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0        38123  subtrain    4.308066  0.808168
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0        38123  validation    4.076456  0.815226
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0        38124  subtrain    4.308041  0.808171
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0        38124  validation    4.076433  0.815228
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0        38125  subtrain    4.308014  0.808175
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0        38125  validation    4.076409  0.815232
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0        38126  subtrain    4.307988  0.808177
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0        38151  subtrain    4.307333  0.808255
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0        38151  validation    4.075799  0.815308
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0        38152  subtrain    4.307307  0.808258
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0        38152  validation    4.075776  0.815314
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0        38153  subtrain    4.307281  0.808263
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0        38153  validation    4.075752  0.815321
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0        38154  subtrain    4.307254  0.808265
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0        38154  validation    4.075729  0.815322
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0        38155  subtrain    4.307228  0.808269
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0        38155  validation    4.075706  0.815324
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0        38156  subtrain    4.307201  0.808272
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0        38156  validation    4.075682  0.815327
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0        38157  subtrain    4.307176  0.808276
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0        38157  validation    4.075659  0.815328
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0        38158  subtrain    4.307149  0.808279
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0        38158  validation    4.075635  0.815333
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0        38159  subtrain    4.307124  0.808282
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0        38159  validation    4.075613  0.815336
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0        38160  subtrain    4.307097  0.808287
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0        38160  validation    4.075588  0.81534
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0        38161  subtrain    4.307071  0.80829
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0        38161  validation    4.075565  0.815343
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0        38162  subtrain    4.307045  0.808292
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0        38162  validation    4.075541  0.815347
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0        38163  subtrain    4.307019  0.808294
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0        38163  validation    4.075518  0.815352
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0        38164  subtrain    4.306993  0.808297
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0        38164  validation    4.075495  0.815355
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0        38165  subtrain    4.306966  0.808299
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0        38165  validation    4.075471  0.815356
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0        38166  validation    4.075448  0.815361
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0        38167  subtrain    4.306913  0.808306
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0        38168  subtrain    4.306888  0.808311
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0        38168  validation    4.075401  0.815368
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0        38169  subtrain    4.306861  0.808314
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0        38169  validation    4.075377  0.815374
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0        38170  subtrain    4.306835  0.808318
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0        38171  subtrain    4.306809  0.808322
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0        38171  validation    4.075331  0.81538
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0        38172  subtrain    4.306783  0.808327
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0        38173  subtrain    4.306757  0.808332
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0        38173  validation    4.075284  0.815385
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0        38174  subtrain     4.30673  0.808336
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0        38175  validation    4.075237  0.815392
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0        38176  subtrain    4.306678  0.808344
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0        38176  validation    4.075214  0.815396
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0        38177  subtrain    4.306651  0.808348
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0        38177  validation     4.07519  0.815399
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0        38179  validation    4.075143  0.815407
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0        38180  validation     4.07512  0.815409
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0        38181  subtrain    4.306547  0.808366
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0        38181  validation    4.075097  0.815412
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0        38182  subtrain    4.306521  0.808367
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0        38182  validation    4.075073  0.815416
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0        38183  subtrain    4.306495  0.808368
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0        38183  validation    4.075049  0.815418
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0        38184  subtrain    4.306469  0.808371
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0        38184  validation    4.075026  0.815421
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0        38185  subtrain    4.306443  0.808375
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0        38185  validation    4.075002  0.815424
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0        38186  subtrain    4.306416  0.808377
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0        38186  validation    4.074979  0.815428
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0        38187  subtrain     4.30639  0.80838
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0        38187  validation    4.074955  0.815429
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0        38188  subtrain    4.306365  0.808382
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0        38188  validation    4.074933  0.815432
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0        38189  subtrain    4.306338  0.808384
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0        38189  validation    4.074909  0.815434
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0        38190  subtrain    4.306312  0.808387
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0        38190  validation    4.074886  0.815436
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0        38191  subtrain    4.306285  0.808389
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0        38191  validation    4.074862  0.81544
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0        38192  subtrain     4.30626  0.808392
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0        38192  validation    4.074839  0.815444
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0        38193  subtrain    4.306233  0.808395
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0        38193  validation    4.074816  0.815447
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0        38194  subtrain    4.306207  0.808398
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0        38194  validation    4.074792  0.81545
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0        38195  subtrain    4.306181  0.808401
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0        38195  validation    4.074769  0.815454
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0        38196  subtrain    4.306155  0.808405
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0        38196  validation    4.074745  0.815457
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0        38197  subtrain    4.306129  0.80841
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0        38197  validation    4.074722  0.815459
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0        38198  subtrain    4.306103  0.808411
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0        38198  validation    4.074698  0.815462
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0        38199  subtrain    4.306077  0.808416
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0        38199  validation    4.074675  0.815463
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0        38200  subtrain     4.30605  0.808421
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0        38200  validation    4.074652  0.815466
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0        38201  subtrain    4.306024  0.808425
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0        38201  validation    4.074628  0.81547
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0        38202  subtrain    4.305998  0.808429
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0        38202  validation    4.074605  0.815473
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0        38203  validation    4.074582  0.815477
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0        38204  subtrain    4.305946  0.808436
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0        38204  validation    4.074558  0.815478
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0        38205  subtrain     4.30592  0.808438
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0        38205  validation    4.074535  0.81548
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0        38206  subtrain    4.305893  0.80844
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0        38206  validation    4.074512  0.815482
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0        38207  subtrain    4.305867  0.808443
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0        38207  validation    4.074488  0.815485
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0        38208  subtrain    4.305841  0.808445
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0        38208  validation    4.074464  0.815488
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0        38209  subtrain    4.305816  0.808445
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0        38209  validation    4.074442  0.81549
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0        38210  subtrain    4.305789  0.808448
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0        38210  validation    4.074418  0.815493
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0        38211  subtrain    4.305763  0.808449
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0        38211  validation    4.074394  0.815495
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0        38212  validation     4.07437  0.815497
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0        38214  validation    4.074324  0.815503
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0        38216  validation    4.074278  0.815508
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0        38218  validation    4.074231  0.815512
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0        38219  validation    4.074207  0.815516
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0        38220  subtrain    4.305527  0.808481
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0        38220  validation    4.074183  0.815519
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0        38221  validation     4.07416  0.81552
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0        38222  validation    4.074138  0.815521
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0        38223  subtrain    4.305449  0.808494
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0        38223  validation    4.074114  0.815525
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0        38224  validation     4.07409  0.815528
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0        38225  validation    4.074067  0.81553
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0        38226  validation    4.074044  0.815534
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0        38228  validation    4.073997  0.815541
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0        38229  validation    4.073974  0.815542
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0        38230  validation     4.07395  0.815545
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0        38233  validation    4.073881  0.815556
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0        38237  validation    4.073787  0.815567
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0        38377  validation    4.070527  0.816012
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0        38378  validation    4.070504  0.816012
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0        38379  subtrain    4.301389  0.809024
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0        38379  validation     4.07048  0.816016
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0        38380  subtrain    4.301363  0.809028
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0        38380  validation    4.070457  0.816019
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0        38381  subtrain    4.301337  0.809032
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0        38381  validation    4.070434  0.816021
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0        38382  validation    4.070411  0.816024
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0        38383  validation    4.070387  0.816027
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0        38384  subtrain    4.301259  0.809041
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0        38384  validation    4.070364  0.816027
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0        38385  subtrain    4.301233  0.809044
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0        38385  validation    4.070341  0.816031
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0        38386  subtrain    4.301206  0.809048
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0        38386  validation    4.070317  0.816034
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0        38387  subtrain    4.301181  0.809052
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0        38387  validation    4.070295  0.816037
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0        38388  subtrain    4.301156  0.809055
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0        38388  validation    4.070271  0.816039
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0        38389  subtrain    4.301129  0.809057
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0        38389  validation    4.070248  0.81604
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0        38390  subtrain    4.301104  0.809062
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0        38390  validation    4.070225  0.816044
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0        38391  subtrain    4.301077  0.809063
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0        38391  validation    4.070202  0.816046
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0        38392  subtrain    4.301051  0.809066
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0        38392  validation    4.070179  0.81605
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0        38393  subtrain    4.301025  0.809072
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0        38393  validation    4.070155  0.816052
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0        38394  subtrain    4.300999  0.809074
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0        38394  validation    4.070132  0.816053
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0        38395  subtrain    4.300973  0.80908
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0        38395  validation    4.070108  0.816056
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0        38396  subtrain    4.300948  0.809082
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0        38396  validation    4.070086  0.816056
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0        38397  subtrain    4.300921  0.809084
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0        38397  validation    4.070063  0.816057
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0        38398  subtrain    4.300895  0.80909
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0        38398  validation    4.070039  0.81606
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0        38399  subtrain    4.300869  0.809093
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0        38399  validation    4.070016  0.816061
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0        38400  subtrain    4.300844  0.809096
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0        38400  validation    4.069993  0.816065
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0        38401  subtrain    4.300818  0.809097
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0        38401  validation     4.06997  0.816068
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0        38402  subtrain    4.300792  0.8091
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0        38402  validation    4.069946  0.816071
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0        38403  subtrain    4.300766  0.809103
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0        38403  validation    4.069923  0.816073
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0        38404  subtrain     4.30074  0.809107
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0        38404  validation      4.0699  0.816076
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0        38405  subtrain    4.300714  0.809107
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0        38405  validation    4.069877  0.816078
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0        38406  subtrain    4.300688  0.809111
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0        38406  validation    4.069854  0.816081
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0        38407  subtrain    4.300662  0.809113
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0        38407  validation     4.06983  0.816084
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0        38408  subtrain    4.300636  0.809116
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0        38408  validation    4.069808  0.816086
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0        38409  subtrain     4.30061  0.809118
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0        38409  validation    4.069784  0.816089
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0        38410  subtrain    4.300584  0.809121
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0        38410  validation     4.06976  0.816092
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0        38411  subtrain    4.300558  0.809126
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0        38411  validation    4.069737  0.816096
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0        38412  subtrain    4.300532  0.809129
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0        38412  validation    4.069715  0.816097
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0        38413  subtrain    4.300507  0.809134
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0        38413  validation    4.069691  0.8161
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0        38414  subtrain     4.30048  0.809135
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0        38414  validation    4.069668  0.816104
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0        38415  subtrain    4.300455  0.80914
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0        38415  validation    4.069645  0.816107
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0        38416  subtrain    4.300428  0.809143
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0        38416  validation    4.069621  0.81611
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0        38417  subtrain    4.300403  0.809146
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0        38417  validation    4.069599  0.816114
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0        38418  subtrain    4.300376  0.809148
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0        38418  validation    4.069575  0.816115
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0        38419  subtrain    4.300351  0.809151
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0        38419  validation    4.069552  0.816117
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0        38420  subtrain    4.300325  0.809155
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0        38420  validation    4.069529  0.816119
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0        38421  subtrain    4.300299  0.809158
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0        38421  validation    4.069506  0.816122
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0        38422  subtrain    4.300273  0.80916
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0        38422  validation    4.069482  0.816125
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0        38423  subtrain    4.300247  0.809163
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0        38423  validation    4.069459  0.816128
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0        38424  subtrain    4.300221  0.809166
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0        38424  validation    4.069437  0.816132
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0        38425  subtrain    4.300195  0.809171
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0        38425  validation    4.069413  0.816136
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0        38426  subtrain    4.300169  0.809172
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0        38426  validation     4.06939  0.81614
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0        38427  subtrain    4.300144  0.809177
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0        38427  validation    4.069366  0.816144
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0        38428  subtrain    4.300117  0.80918
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0        38428  validation    4.069343  0.816148
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0        38429  subtrain    4.300092  0.809182
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0        38429  validation     4.06932  0.816152
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0        38430  subtrain    4.300066  0.809186
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0        38430  validation    4.069297  0.816155
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0        38431  subtrain     4.30004  0.809191
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0        38431  validation    4.069274  0.816156
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0        38432  subtrain    4.300014  0.809193
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0        38432  validation    4.069251  0.81616
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0        38433  subtrain    4.299988  0.809196
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0        38433  validation    4.069227  0.816162
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0        38434  subtrain    4.299963  0.809201
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0        38434  validation    4.069204  0.816164
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0        38435  subtrain    4.299936  0.809204
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0        38435  validation    4.069181  0.816166
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0        38436  subtrain    4.299911  0.809206
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0        38436  validation    4.069158  0.816168
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0        38437  subtrain    4.299885  0.809209
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0        38437  validation    4.069135  0.81617
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0        38438  subtrain    4.299858  0.809214
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0        38438  validation    4.069111  0.816176
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0        38439  subtrain    4.299833  0.809217
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0        38439  validation    4.069088  0.81618
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0        38440  subtrain    4.299807  0.809218
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0        38440  validation    4.069066  0.816182
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0        38441  subtrain    4.299781  0.809222
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0        38441  validation    4.069042  0.816185
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0        38442  subtrain    4.299755  0.809227
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0        38442  validation    4.069018  0.816187
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0        38443  subtrain    4.299729  0.809231
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0        38443  validation    4.068995  0.816189
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0        38444  subtrain    4.299703  0.809236
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0        38444  validation    4.068972  0.816194
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0        38445  subtrain    4.299678  0.80924
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0        38445  validation    4.068949  0.816195
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0        38446  subtrain    4.299651  0.809242
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0        38446  validation    4.068926  0.816198
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0        38447  subtrain    4.299625  0.809246
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0        38447  validation    4.068903  0.816203
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0        38448  subtrain      4.2996  0.809249
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0        38448  validation    4.068879  0.816205
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0        38449  subtrain    4.299574  0.809254
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0        38449  validation    4.068857  0.816207
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0        38450  subtrain    4.299548  0.809256
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0        38450  validation    4.068834  0.816209
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0        38451  subtrain    4.299522  0.809258
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0        38451  validation     4.06881  0.816212
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0        38452  subtrain    4.299497  0.80926
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0        38452  validation    4.068787  0.816216
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0        38453  subtrain     4.29947  0.809264
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0        38453  validation    4.068763  0.81622
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0        38454  subtrain    4.299445  0.809265
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0        38454  validation    4.068741  0.816224
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0        38455  subtrain    4.299419  0.809268
   step_number    set_name  loss_value       auc
0        38455  validation    4.068717  0.816227
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0        38456  subtrain    4.299392  0.809273
   step_number    set_name  loss_value      auc
0        38456  validation    4.068695  0.81623
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0        38457  subtrain    4.299366  0.809278
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0        38457  validation    4.068671  0.816233
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0        38458  subtrain    4.299341  0.809281
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0        38458  validation    4.068648  0.816236
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0        38459  subtrain    4.299314  0.809285
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0        38459  validation    4.068625  0.816241
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0        38460  subtrain    4.299289  0.809286
   step_number    set_name  loss_value       auc
0        38460  validation    4.068602  0.816244
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0        38461  subtrain    4.299263  0.809288
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0        38461  validation    4.068579  0.816246
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0        38462  subtrain    4.299237  0.809293
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0        38462  validation    4.068555  0.816251
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0        38463  subtrain    4.299212  0.809294
   step_number    set_name  loss_value       auc
0        38463  validation    4.068532  0.816254
   step_number  set_name  loss_value       auc
0        38464  subtrain    4.299185  0.809302
   step_number    set_name  loss_value       auc
0        38464  validation    4.068509  0.816257
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0        38465  subtrain     4.29916  0.809308
   step_number    set_name  loss_value       auc
0        38465  validation    4.068486  0.816259
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0        38466  subtrain    4.299134  0.80931
   step_number    set_name  loss_value      auc
0        38466  validation    4.068462  0.81626
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0        38467  subtrain    4.299108  0.809314
   step_number    set_name  loss_value       auc
0        38467  validation    4.068439  0.816264
   step_number  set_name  loss_value       auc
0        38468  subtrain    4.299082  0.809317
   step_number    set_name  loss_value       auc
0        38468  validation    4.068416  0.816267
   step_number  set_name  loss_value       auc
0        38469  subtrain    4.299056  0.809321
   step_number    set_name  loss_value      auc
0        38469  validation    4.068393  0.81627
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0        38470  validation    4.068369  0.816273
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0        38471  subtrain    4.299004  0.809327
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0        38471  validation    4.068347  0.816275
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0        38472  subtrain    4.298978  0.809329
   step_number    set_name  loss_value       auc
0        38472  validation    4.068324  0.816279
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0        38473  subtrain    4.298953  0.809333
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0        38473  validation      4.0683  0.816283
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0        38474  subtrain    4.298926  0.809337
   step_number    set_name  loss_value       auc
0        38474  validation    4.068277  0.816285
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0        38475  subtrain      4.2989  0.809339
   step_number    set_name  loss_value       auc
0        38475  validation    4.068254  0.816289
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0        38476  subtrain    4.298875  0.809344
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0        38476  validation    4.068231  0.816293
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0        38477  subtrain    4.298849  0.809346
   step_number    set_name  loss_value       auc
0        38477  validation    4.068208  0.816296
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0        38478  subtrain    4.298823  0.80935
   step_number    set_name  loss_value       auc
0        38478  validation    4.068184  0.816299
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0        38479  subtrain    4.298797  0.809352
   step_number    set_name  loss_value       auc
0        38479  validation    4.068161  0.816304
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0        38480  subtrain    4.298772  0.809357
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0        38480  validation    4.068138  0.816307
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0        38481  subtrain    4.298745  0.809362
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0        38481  validation    4.068116  0.816308
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0        38482  subtrain    4.298719  0.809366
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0        38482  validation    4.068092  0.816311
   step_number  set_name  loss_value      auc
0        38483  subtrain    4.298693  0.80937
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0        38483  validation    4.068069  0.816314
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0        38484  subtrain    4.298668  0.809373
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0        38484  validation    4.068046  0.816318
   step_number  set_name  loss_value       auc
0        38485  subtrain    4.298642  0.809377
   step_number    set_name  loss_value      auc
0        38485  validation    4.068023  0.81632
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0        38486  subtrain    4.298616  0.80938
   step_number    set_name  loss_value       auc
0        38486  validation    4.067999  0.816324
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0        38487  subtrain     4.29859  0.809385
   step_number    set_name  loss_value       auc
0        38487  validation    4.067976  0.816325
   step_number  set_name  loss_value      auc
0        38488  subtrain    4.298564  0.80939
   step_number    set_name  loss_value       auc
0        38488  validation    4.067953  0.816329
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0        38489  subtrain    4.298539  0.809395
   step_number    set_name  loss_value       auc
0        38489  validation     4.06793  0.816331
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0        38490  subtrain    4.298512  0.809401
   step_number    set_name  loss_value       auc
0        38490  validation    4.067907  0.816333
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0        38491  subtrain    4.298487  0.809406
   step_number    set_name  loss_value       auc
0        38491  validation    4.067884  0.816337
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0        38492  subtrain    4.298461  0.809408
   step_number    set_name  loss_value       auc
0        38492  validation    4.067861  0.816339
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0        38493  subtrain    4.298435  0.80941
   step_number    set_name  loss_value       auc
0        38493  validation    4.067838  0.816343
   step_number  set_name  loss_value       auc
0        38494  subtrain    4.298409  0.809414
   step_number    set_name  loss_value       auc
0        38494  validation    4.067815  0.816345
   step_number  set_name  loss_value       auc
0        38495  subtrain    4.298383  0.809417
   step_number    set_name  loss_value       auc
0        38495  validation    4.067792  0.816347
   step_number  set_name  loss_value       auc
0        38496  subtrain    4.298357  0.809419
   step_number    set_name  loss_value       auc
0        38496  validation    4.067769  0.816348
   step_number  set_name  loss_value       auc
0        38497  subtrain    4.298331  0.809423
   step_number    set_name  loss_value       auc
0        38497  validation    4.067745  0.816352
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0        38498  subtrain    4.298306  0.809429
   step_number    set_name  loss_value       auc
0        38498  validation    4.067722  0.816352
   step_number  set_name  loss_value       auc
0        38499  subtrain     4.29828  0.809434
   step_number    set_name  loss_value       auc
0        38499  validation    4.067699  0.816356
   step_number  set_name  loss_value       auc
0        38500  subtrain    4.298254  0.809436
   step_number    set_name  loss_value      auc
0        38500  validation    4.067676  0.81636
   step_number  set_name  loss_value       auc
0        38501  subtrain    4.298228  0.809438
   step_number    set_name  loss_value       auc
0        38501  validation    4.067652  0.816363
   step_number  set_name  loss_value       auc
0        38502  subtrain    4.298202  0.809442
   step_number    set_name  loss_value       auc
0        38502  validation     4.06763  0.816368
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0        38503  subtrain    4.298176  0.809444
   step_number    set_name  loss_value       auc
0        38503  validation    4.067606  0.816372
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0        38504  subtrain    4.298151  0.809448
   step_number    set_name  loss_value       auc
0        38504  validation    4.067583  0.816375
   step_number  set_name  loss_value       auc
0        38505  subtrain    4.298125  0.809452
   step_number    set_name  loss_value       auc
0        38505  validation     4.06756  0.816376
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0        38506  subtrain    4.298099  0.809454
   step_number    set_name  loss_value       auc
0        38506  validation    4.067537  0.816379
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0        38507  subtrain    4.298073  0.809456
   step_number    set_name  loss_value       auc
0        38507  validation    4.067513  0.816381
   step_number  set_name  loss_value      auc
0        38508  subtrain    4.298047  0.80946
   step_number    set_name  loss_value       auc
0        38508  validation     4.06749  0.816386
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0        38509  subtrain    4.298021  0.809465
   step_number    set_name  loss_value       auc
0        38509  validation    4.067468  0.816388
   step_number  set_name  loss_value       auc
0        38510  subtrain    4.297996  0.809469
   step_number    set_name  loss_value       auc
0        38510  validation    4.067444  0.816389
   step_number  set_name  loss_value       auc
0        38511  subtrain    4.297969  0.809472
   step_number    set_name  loss_value       auc
0        38511  validation    4.067421  0.816393
   step_number  set_name  loss_value       auc
0        38512  subtrain    4.297944  0.809477
   step_number    set_name  loss_value       auc
0        38512  validation    4.067398  0.816397
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0        38513  subtrain    4.297917  0.809481
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0        38513  validation    4.067375  0.8164
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0        38514  subtrain    4.297892  0.809484
   step_number    set_name  loss_value     auc
0        38514  validation    4.067352  0.8164
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0        38515  subtrain    4.297866  0.809488
   step_number    set_name  loss_value       auc
0        38515  validation    4.067328  0.816403
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0        38516  subtrain    4.297841  0.80949
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0        38516  validation    4.067306  0.81641
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0        38517  subtrain    4.297814  0.809491
   step_number    set_name  loss_value       auc
0        38517  validation    4.067282  0.816413
   step_number  set_name  loss_value       auc
0        38518  subtrain    4.297788  0.809493
   step_number    set_name  loss_value       auc
0        38518  validation    4.067259  0.816417
   step_number  set_name  loss_value       auc
0        38519  subtrain    4.297762  0.809495
   step_number    set_name  loss_value       auc
0        38519  validation    4.067236  0.816418
   step_number  set_name  loss_value       auc
0        38520  subtrain    4.297737  0.809497
   step_number    set_name  loss_value       auc
0        38520  validation    4.067213  0.816424
   step_number  set_name  loss_value     auc
0        38521  subtrain    4.297711  0.8095
   step_number    set_name  loss_value       auc
0        38521  validation     4.06719  0.816426
   step_number  set_name  loss_value       auc
0        38522  subtrain    4.297686  0.809503
   step_number    set_name  loss_value       auc
0        38522  validation    4.067167  0.816427
   step_number  set_name  loss_value       auc
0        38523  subtrain    4.297659  0.809506
   step_number    set_name  loss_value       auc
0        38523  validation    4.067144  0.816429
   step_number  set_name  loss_value       auc
0        38524  subtrain    4.297634  0.809508
   step_number    set_name  loss_value       auc
0        38524  validation     4.06712  0.816432
   step_number  set_name  loss_value       auc
0        38525  subtrain    4.297608  0.809511
   step_number    set_name  loss_value       auc
0        38525  validation    4.067097  0.816436
   step_number  set_name  loss_value       auc
0        38526  subtrain    4.297582  0.809513
   step_number    set_name  loss_value       auc
0        38526  validation    4.067075  0.816438
   step_number  set_name  loss_value       auc
0        38527  subtrain    4.297556  0.809516
   step_number    set_name  loss_value       auc
0        38527  validation    4.067051  0.816441
   step_number  set_name  loss_value       auc
0        38528  subtrain    4.297531  0.809518
   step_number    set_name  loss_value       auc
0        38528  validation    4.067029  0.816444
   step_number  set_name  loss_value      auc
0        38529  subtrain    4.297504  0.80952
   step_number    set_name  loss_value       auc
0        38529  validation    4.067005  0.816444
   step_number  set_name  loss_value       auc
0        38530  subtrain    4.297479  0.809524
   step_number    set_name  loss_value       auc
0        38530  validation    4.066982  0.816446
   step_number  set_name  loss_value       auc
0        38531  subtrain    4.297453  0.809527
   step_number    set_name  loss_value       auc
0        38531  validation    4.066959  0.816448
   step_number  set_name  loss_value       auc
0        38532  subtrain    4.297427  0.809533
   step_number    set_name  loss_value      auc
0        38532  validation    4.066936  0.81645
   step_number  set_name  loss_value       auc
0        38533  subtrain    4.297401  0.809535
   step_number    set_name  loss_value       auc
0        38533  validation    4.066913  0.816452
   step_number  set_name  loss_value       auc
0        38534  subtrain    4.297375  0.809537
   step_number    set_name  loss_value       auc
0        38534  validation    4.066889  0.816454
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0        38535  subtrain    4.297349  0.80954
   step_number    set_name  loss_value       auc
0        38535  validation    4.066867  0.816456
   step_number  set_name  loss_value       auc
0        38536  subtrain    4.297323  0.809541
   step_number    set_name  loss_value      auc
0        38536  validation    4.066844  0.81646
   step_number  set_name  loss_value       auc
0        38537  subtrain    4.297297  0.809544
   step_number    set_name  loss_value       auc
0        38537  validation     4.06682  0.816464
   step_number  set_name  loss_value       auc
0        38538  subtrain    4.297271  0.809548
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0        38538  validation    4.066797  0.816468
   step_number  set_name  loss_value       auc
0        38539  subtrain    4.297246  0.809554
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0        38539  validation    4.066774  0.816471
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0        38540  subtrain     4.29722  0.809556
   step_number    set_name  loss_value       auc
0        38540  validation    4.066751  0.816474
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0        38541  subtrain    4.297194  0.80956
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0        38541  validation    4.066728  0.816476
   step_number  set_name  loss_value       auc
0        38542  subtrain    4.297169  0.809562
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0        38542  validation    4.066704  0.816478
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0        38543  subtrain    4.297143  0.809564
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0        38543  validation    4.066682  0.816481
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0        38544  subtrain    4.297117  0.809565
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0        38544  validation    4.066658  0.816482
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0        38545  subtrain    4.297091  0.809568
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0        38545  validation    4.066635  0.816485
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0        38546  subtrain    4.297065  0.809571
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0        38546  validation    4.066613  0.816488
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0        38547  subtrain     4.29704  0.809575
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0        38547  validation    4.066589  0.816491
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0        38548  subtrain    4.297014  0.809579
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0        38548  validation    4.066566  0.816495
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0        38549  subtrain    4.296988  0.809581
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0        38549  validation    4.066544  0.816498
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0        38550  subtrain    4.296962  0.809583
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0        38550  validation     4.06652  0.816499
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0        38551  subtrain    4.296937  0.809588
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0        38551  validation    4.066496  0.8165
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0        38552  subtrain    4.296911  0.809595
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0        38552  validation    4.066473  0.816504
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0        38553  subtrain    4.296885  0.8096
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0        38553  validation    4.066451  0.816508
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0        38554  subtrain    4.296859  0.809604
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0        38554  validation    4.066428  0.816512
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0        38555  subtrain    4.296833  0.809607
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0        38555  validation    4.066405  0.816513
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0        38556  subtrain    4.296806  0.809609
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0        38556  validation    4.066381  0.816516
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0        38557  subtrain    4.296782  0.809612
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0        38557  validation    4.066358  0.816518
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0        38558  subtrain    4.296755  0.809616
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0        38558  validation    4.066335  0.816522
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0        38559  subtrain    4.296729  0.809619
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0        38559  validation    4.066312  0.816525
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0        38560  subtrain    4.296704  0.809623
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0        38560  validation    4.066289  0.816527
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0        38561  subtrain    4.296678  0.809625
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0        38561  validation    4.066266  0.816531
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0        38562  subtrain    4.296653  0.809632
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0        38562  validation    4.066243  0.816532
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0        38563  subtrain    4.296626  0.809634
   step_number    set_name  loss_value       auc
0        38563  validation    4.066219  0.816534
   step_number  set_name  loss_value       auc
0        38564  subtrain      4.2966  0.809637
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0        38564  validation    4.066197  0.816538
   step_number  set_name  loss_value       auc
0        38565  subtrain    4.296574  0.809641
   step_number    set_name  loss_value      auc
0        38565  validation    4.066173  0.81654
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0        38566  subtrain    4.296549  0.809645
   step_number    set_name  loss_value       auc
0        38566  validation    4.066151  0.816543
   step_number  set_name  loss_value       auc
0        38567  subtrain    4.296523  0.809648
   step_number    set_name  loss_value       auc
0        38567  validation    4.066127  0.816545
   step_number  set_name  loss_value       auc
0        38568  subtrain    4.296498  0.809651
   step_number    set_name  loss_value       auc
0        38568  validation    4.066104  0.816547
   step_number  set_name  loss_value       auc
0        38569  subtrain    4.296472  0.809654
   step_number    set_name  loss_value      auc
0        38569  validation    4.066081  0.81655
   step_number  set_name  loss_value       auc
0        38570  subtrain    4.296446  0.809657
   step_number    set_name  loss_value       auc
0        38570  validation    4.066058  0.816553
   step_number  set_name  loss_value       auc
0        38571  subtrain     4.29642  0.809662
   step_number    set_name  loss_value       auc
0        38571  validation    4.066035  0.816556
   step_number  set_name  loss_value       auc
0        38572  subtrain    4.296394  0.809667
   step_number    set_name  loss_value      auc
0        38572  validation    4.066012  0.81656
   step_number  set_name  loss_value      auc
0        38573  subtrain    4.296368  0.80967
   step_number    set_name  loss_value       auc
0        38573  validation    4.065988  0.816563
   step_number  set_name  loss_value       auc
0        38574  subtrain    4.296343  0.809672
   step_number    set_name  loss_value       auc
0        38574  validation    4.065966  0.816565
   step_number  set_name  loss_value       auc
0        38575  subtrain    4.296317  0.809678
   step_number    set_name  loss_value       auc
0        38575  validation    4.065943  0.816569
   step_number  set_name  loss_value       auc
0        38576  subtrain     4.29629  0.809682
   step_number    set_name  loss_value       auc
0        38576  validation    4.065919  0.816571
   step_number  set_name  loss_value       auc
0        38577  subtrain    4.296265  0.809684
   step_number    set_name  loss_value       auc
0        38577  validation    4.065897  0.816576
   step_number  set_name  loss_value       auc
0        38578  subtrain    4.296239  0.809687
   step_number    set_name  loss_value       auc
0        38578  validation    4.065874  0.816578
   step_number  set_name  loss_value      auc
0        38579  subtrain    4.296214  0.80969
   step_number    set_name  loss_value       auc
0        38579  validation    4.065851  0.816581
   step_number  set_name  loss_value       auc
0        38580  subtrain    4.296188  0.809692
   step_number    set_name  loss_value       auc
0        38580  validation    4.065827  0.816586
   step_number  set_name  loss_value       auc
0        38581  subtrain    4.296162  0.809696
   step_number    set_name  loss_value       auc
0        38581  validation    4.065804  0.816588
   step_number  set_name  loss_value       auc
0        38582  subtrain    4.296137  0.809701
   step_number    set_name  loss_value       auc
0        38582  validation    4.065781  0.816591
   step_number  set_name  loss_value       auc
0        38583  subtrain    4.296111  0.809705
   step_number    set_name  loss_value       auc
0        38583  validation    4.065759  0.816593
   step_number  set_name  loss_value       auc
0        38584  subtrain    4.296085  0.809708
   step_number    set_name  loss_value       auc
0        38584  validation    4.065735  0.816597
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0        38585  subtrain    4.296059  0.809713
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0        38612  validation     4.06509  0.81668
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0        38613  validation    4.065066  0.816683
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0        38614  subtrain    4.295311  0.809816
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0        38614  validation    4.065043  0.816688
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0        38615  subtrain    4.295286  0.809819
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0        38615  validation    4.065021  0.816689
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0        38616  subtrain     4.29526  0.809823
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0        38617  subtrain    4.295234  0.809826
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0        38617  validation    4.064974  0.816692
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0        38619  validation    4.064928  0.816701
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0        38620  subtrain    4.295157  0.809837
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0        38620  validation    4.064906  0.816704
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0        38621  subtrain    4.295131  0.80984
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0        38621  validation    4.064882  0.816704
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0        38622  validation    4.064859  0.816706
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0        38623  validation    4.064837  0.816712
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0        38624  validation    4.064813  0.816713
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0        38625  subtrain    4.295028  0.809851
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0        38625  validation     4.06479  0.816718
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0        38627  subtrain    4.294977  0.80986
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0        38627  validation    4.064744  0.81672
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0        38628  subtrain    4.294951  0.809863
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0        38629  subtrain    4.294925  0.809864
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0        38630  subtrain    4.294899  0.809871
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0        38631  subtrain    4.294873  0.809875
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0        38631  validation    4.064652  0.816736
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0        38632  subtrain    4.294848  0.809879
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0        38632  validation    4.064629  0.81674
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0        38633  subtrain    4.294822  0.809882
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0        38634  subtrain    4.294797  0.809888
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0        38636  subtrain    4.294745  0.809894
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0        38636  validation    4.064537  0.816751
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0        38638  subtrain    4.294693  0.809901
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0        38638  validation    4.064491  0.816755
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0        38639  subtrain    4.294668  0.809904
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0        38639  validation    4.064468  0.816756
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0        38640  subtrain    4.294642  0.809908
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0        38640  validation    4.064445  0.816758
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0        38641  subtrain    4.294616  0.809913
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0        38642  subtrain     4.29459  0.809918
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0        38642  validation    4.064399  0.816763
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0        38643  subtrain    4.294565  0.809921
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0        38643  validation    4.064376  0.816765
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0        38644  subtrain    4.294539  0.809924
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0        38644  validation    4.064353  0.816767
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0        38647  validation    4.064284  0.816775
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0        38659  validation    4.064008  0.816804
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0        38665  validation     4.06387  0.816818
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0        38667  validation    4.063824  0.816826
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0        38668  subtrain    4.293922  0.810003
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0        38669  subtrain    4.293897  0.810007
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0        38669  validation    4.063778  0.816833
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0        38675  subtrain    4.293742  0.810023
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0        38675  validation     4.06364  0.816854
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0        38677  validation    4.063594  0.81686
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0        38679  validation    4.063549  0.816867
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0        38680  subtrain    4.293613  0.810037
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0        38680  validation    4.063525  0.81687
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0        38684  validation    4.063433  0.816883
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0        38685  validation     4.06341  0.816885
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0        38688  subtrain    4.293408  0.810068
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0        38691  validation    4.063272  0.816903
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0        38698  validation    4.063113  0.816928
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0        38699  subtrain    4.293126  0.810104
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0        38837  subtrain    4.289594  0.810564
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0        38838  subtrain    4.289568  0.810568
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0        38839  subtrain    4.289543  0.810572
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0        38839  validation    4.059885  0.81734
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0        38840  subtrain    4.289517  0.810575
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0        38840  validation    4.059861  0.817343
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0        38841  validation    4.059838  0.817344
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0        38842  validation    4.059815  0.817348
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0        38843  subtrain    4.289441  0.810587
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0        38844  subtrain    4.289416  0.810591
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0        38844  validation     4.05977  0.817353
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0        38845  subtrain     4.28939  0.810592
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0        38845  validation    4.059747  0.817355
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0        38848  validation    4.059679  0.817364
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0        38849  subtrain    4.289288  0.810605
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0        38849  validation    4.059656  0.817367
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0        38850  subtrain    4.289263  0.810607
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0        38850  validation    4.059633  0.817372
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0        38860  validation    4.059405  0.817397
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0        38863  validation    4.059336  0.817404
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0        38864  subtrain    4.288906  0.810667
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0        38865  validation     4.05929  0.817409
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0        38866  subtrain    4.288854  0.810672
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0        38866  validation    4.059268  0.817411
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0        38868  validation    4.059223  0.817415
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0        38870  validation    4.059176  0.817421
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0        38871  subtrain    4.288726  0.810687
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0        38871  validation    4.059154  0.817423
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0        38872  validation    4.059131  0.817425
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0        38873  subtrain    4.288676  0.810692
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0        38873  validation    4.059108  0.817428
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0        38874  subtrain     4.28865  0.810696
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0        38874  validation    4.059085  0.817431
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0        38875  subtrain    4.288624  0.810699
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0        38875  validation    4.059062  0.817433
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0        38876  subtrain    4.288599  0.810704
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0        38877  subtrain    4.288574  0.810708
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0        38877  validation    4.059017  0.81744
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0        38879  validation    4.058971  0.817448
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0        38880  subtrain    4.288497  0.810717
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0        38880  validation    4.058949  0.817451
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0        38886  subtrain    4.288344  0.810732
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0        38888  validation    4.058766  0.817472
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0        38889  validation    4.058744  0.817474
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0        38893  validation    4.058652  0.817487
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0        38895  validation    4.058606  0.81749
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0        38896  subtrain    4.288089  0.810767
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0        38896  validation    4.058584  0.817492
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0        38897  validation    4.058561  0.817495
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0        38898  validation    4.058538  0.817496
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0        38899  validation    4.058516  0.817499
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0        38900  validation    4.058493  0.817504
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0        38901  validation     4.05847  0.817509
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0        38903  validation    4.058424  0.817516
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0        38904  subtrain    4.287886  0.810796
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0        38904  validation    4.058402  0.817521
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0        38905  subtrain     4.28786  0.810799
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0        38905  validation    4.058379  0.817527
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0        38906  validation    4.058356  0.81753
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0        38907  validation    4.058333  0.817532
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0        38908  validation    4.058311  0.817535
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0        38909  validation    4.058288  0.817536
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0        38910  subtrain    4.287733  0.810812
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0        38910  validation    4.058265  0.817539
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0        38911  subtrain    4.287707  0.810814
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0        38911  validation    4.058242  0.817542
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0        38912  subtrain    4.287682  0.810816
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0        38912  validation    4.058219  0.817545
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0        38913  subtrain    4.287657  0.810819
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0        38913  validation    4.058197  0.817551
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0        38914  subtrain    4.287631  0.810821
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0        38914  validation    4.058174  0.817553
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0        38915  subtrain    4.287606  0.810824
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0        38915  validation    4.058152  0.817555
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0        38916  subtrain     4.28758  0.810827
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0        38916  validation    4.058128  0.817556
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0        38917  validation    4.058105  0.817558
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0        38918  validation    4.058083  0.81756
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0        38919  validation     4.05806  0.817562
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0        38920  subtrain    4.287478  0.810842
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0        38920  validation    4.058037  0.817564
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0        38921  validation    4.058015  0.817568
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0        38922  subtrain    4.287427  0.810852
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0        38922  validation    4.057992  0.817571
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0        38923  subtrain    4.287402  0.810854
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0        38923  validation    4.057969  0.817572
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0        38924  subtrain    4.287376  0.810857
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0        38924  validation    4.057947  0.817576
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0        38925  subtrain    4.287351  0.81086
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0        38925  validation    4.057923  0.817579
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0        38926  subtrain    4.287326  0.810864
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0        38926  validation    4.057901  0.817583
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0        38927  subtrain    4.287301  0.810868
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0        38927  validation    4.057878  0.817585
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0        38928  subtrain    4.287275  0.810869
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0        38928  validation    4.057855  0.817588
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0        38960  subtrain    4.286461  0.810969
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0        38961  subtrain    4.286436  0.810973
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0        38965  subtrain    4.286335  0.810983
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0        38966  subtrain    4.286309  0.810986
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0        38966  validation    4.056991  0.817696
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0        38970  subtrain    4.286207  0.810999
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0        38971  validation    4.056877  0.817709
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0        38972  subtrain    4.286156  0.811006
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0        38979  subtrain    4.285979  0.811029
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0        38980  subtrain    4.285954  0.811031
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0        38985  subtrain    4.285826  0.811048
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0        38989  validation    4.056469  0.817764
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0        39070  subtrain    4.283672  0.811322
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0        39075  subtrain    4.283545  0.811334
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0        39077  subtrain    4.283495  0.811341
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0        39079  subtrain    4.283444  0.811346
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0        39080  subtrain    4.283418  0.81135
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0        39080  validation    4.054406  0.81803
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0        39081  validation    4.054384  0.818034
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0        39083  validation    4.054338  0.818042
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0        39084  subtrain    4.283317  0.81136
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0        39085  subtrain    4.283292  0.811366
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0        39085  validation    4.054293  0.818049
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0        39086  subtrain    4.283267  0.811369
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0        39088  validation    4.054225  0.818061
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0        39089  validation    4.054203  0.818063
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0        39090  validation     4.05418  0.818066
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0        39091  validation    4.054157  0.818069
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0        39092  validation    4.054135  0.818073
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0        39093  subtrain     4.28309  0.811392
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0        39093  validation    4.054112  0.81808
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0        39094  validation     4.05409  0.818083
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0        39095  validation    4.054067  0.818084
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0        39096  subtrain    4.283014  0.811402
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0        39096  validation    4.054045  0.818087
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0        39097  subtrain    4.282989  0.811407
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0        39097  validation    4.054021  0.818089
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0        39098  subtrain    4.282963  0.811408
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0        39098  validation    4.053999  0.818093
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0        39099  subtrain    4.282938  0.811411
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0        39099  validation    4.053977  0.818094
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0        39100  subtrain    4.282913  0.811416
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0        39100  validation    4.053954  0.8181
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0        39101  subtrain    4.282887  0.811419
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0        39101  validation    4.053931  0.818102
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0        39102  subtrain    4.282863  0.81142
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0        39102  validation    4.053909  0.818103
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0        39103  subtrain    4.282837  0.811422
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0        39103  validation    4.053886  0.818103
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0        39104  subtrain    4.282811  0.811427
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0        39104  validation    4.053863  0.818107
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0        39105  subtrain    4.282786  0.81143
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0        39105  validation    4.053841  0.818112
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0        39106  subtrain    4.282761  0.811435
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0        39106  validation    4.053818  0.818117
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0        39107  subtrain    4.282735  0.811438
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0        39107  validation    4.053795  0.81812
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0        39108  subtrain    4.282711  0.811442
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0        39108  validation    4.053773  0.818123
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0        39109  subtrain    4.282685  0.811446
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0        39109  validation    4.053751  0.818127
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0        39110  validation    4.053727  0.818131
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0        39111  subtrain    4.282635  0.811453
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0        39111  validation    4.053706  0.818135
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0        39112  subtrain    4.282609  0.811458
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0        39112  validation    4.053682  0.818138
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0        39113  subtrain    4.282584  0.811462
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0        39113  validation     4.05366  0.81814
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0        39114  validation    4.053637  0.818142
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0        39115  subtrain    4.282534  0.811467
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0        39115  validation    4.053615  0.818146
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0        39116  subtrain    4.282508  0.811471
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0        39116  validation    4.053592  0.818148
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0        39117  subtrain    4.282484  0.811474
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0        39117  validation     4.05357  0.81815
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0        39118  subtrain    4.282457  0.811477
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0        39118  validation    4.053547  0.818152
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0        39119  subtrain    4.282433  0.811481
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0        39119  validation    4.053524  0.818156
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0        39120  validation    4.053502  0.818159
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0        39121  subtrain    4.282382  0.811489
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0        39121  validation    4.053479  0.818164
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0        39122  validation    4.053457  0.818166
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0        39123  subtrain    4.282331  0.811492
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0        39123  validation    4.053434  0.818168
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0        39125  validation    4.053389  0.818176
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0        39126  validation    4.053366  0.818177
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0        39155  validation    4.052711  0.81826
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0        39156  validation    4.052688  0.818262
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0        39157  subtrain    4.281473  0.811606
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0        41130  subtrain    4.233251  0.817725
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0        41167  validation    4.008863  0.823659
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0        41169  subtrain    4.232328  0.817827
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0        41170  subtrain    4.232304  0.817832
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0        41173  subtrain    4.232234  0.817841
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0        41176  validation    4.008673  0.823679
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0        41467  validation    4.002579  0.824419
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0        41468  validation    4.002558  0.824419
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0        41469  subtrain    4.225267  0.818683
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0        41469  validation    4.002538  0.824422
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0        41470  subtrain    4.225244  0.818685
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0        41470  validation    4.002516  0.824423
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0        41471  validation    4.002496  0.824424
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0        41472  subtrain    4.225198  0.818692
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0        41472  validation    4.002475  0.824426
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0        41473  subtrain    4.225174  0.818693
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0        41473  validation    4.002454  0.824428
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0        41474  subtrain    4.225151  0.818695
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0        41474  validation    4.002433  0.82443
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0        41475  subtrain    4.225127  0.818698
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0        41475  validation    4.002412  0.824431
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0        41476  subtrain    4.225103  0.818701
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0        41476  validation    4.002391  0.824433
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0        41477  subtrain     4.22508  0.818704
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0        41477  validation    4.002371  0.824434
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0        41478  subtrain    4.225057  0.818706
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0        41478  validation    4.002349  0.824436
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0        41479  subtrain    4.225034  0.818708
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0        41479  validation    4.002329  0.824438
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0        41480  subtrain     4.22501  0.818712
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0        41482  subtrain    4.224963  0.818718
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0        41482  validation    4.002266  0.824444
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0        41483  validation    4.002245  0.824446
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0        41484  subtrain    4.224916  0.818723
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0        41484  validation    4.002224  0.824449
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0        41485  subtrain    4.224893  0.818724
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0        41486  subtrain    4.224869  0.818728
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0        41486  validation    4.002183  0.824455
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0        41487  subtrain    4.224846  0.81873
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0        41487  validation    4.002162  0.82446
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0        41488  subtrain    4.224823  0.818732
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0        41488  validation    4.002142  0.824463
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0        41489  subtrain    4.224799  0.818735
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0        41489  validation     4.00212  0.824466
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0        41490  subtrain    4.224775  0.818738
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0        41491  validation    4.002079  0.824474
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0        41492  subtrain    4.224729  0.818744
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0        41492  validation    4.002058  0.824476
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0        41495  subtrain    4.224658  0.818753
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0        41495  validation    4.001995  0.824485
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0        41496  validation    4.001975  0.824491
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0        41497  subtrain    4.224612  0.818759
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0        41498  validation    4.001934  0.824495
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0        41499  subtrain    4.224565  0.818767
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0        41500  subtrain    4.224542  0.818772
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0        41501  validation     4.00187  0.824502
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0        41502  subtrain    4.224495  0.818779
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0        41502  validation     4.00185  0.824504
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0        41504  subtrain    4.224448  0.818782
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0        41504  validation    4.001808  0.824509
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0        41505  subtrain    4.224425  0.818786
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0        41507  validation    4.001746  0.82452
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0        41510  validation    4.001684  0.824529
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0        41511  validation    4.001663  0.824531
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0        41512  validation    4.001642  0.824532
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0        41513  subtrain    4.224238  0.818807
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0        41513  validation    4.001621  0.824534
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0        41514  subtrain    4.224215  0.818809
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0        41514  validation      4.0016  0.824536
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0        41515  subtrain    4.224191  0.818811
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0        41516  subtrain    4.224168  0.818813
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0        41516  validation    4.001559  0.824542
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0        41517  subtrain    4.224144  0.818814
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0        41517  validation    4.001538  0.824544
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0        41520  validation    4.001476  0.824555
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0        41521  subtrain    4.224051  0.818825
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0        41521  validation    4.001454  0.824558
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0        41522  subtrain    4.224027  0.818828
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0        41523  subtrain    4.224004  0.818831
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0        41523  validation    4.001413  0.824561
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0        41524  subtrain     4.22398  0.818833
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0        41524  validation    4.001392  0.824564
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0        41525  subtrain    4.223957  0.818837
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0        41525  validation    4.001371  0.824565
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0        41527  subtrain     4.22391  0.818843
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0        41527  validation     4.00133  0.824569
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0        41528  subtrain    4.223886  0.818845
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0        41528  validation    4.001308  0.824572
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0        41529  subtrain    4.223864  0.818849
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0        41529  validation    4.001288  0.824573
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0        41530  subtrain     4.22384  0.818853
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0        41530  validation    4.001267  0.824576
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0        41531  subtrain    4.223816  0.818854
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0        41531  validation    4.001246  0.824577
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0        41532  subtrain    4.223794  0.818854
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0        41532  validation    4.001225  0.824578
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0        41533  validation    4.001205  0.824581
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0        41534  subtrain    4.223747  0.818858
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0        41534  validation    4.001184  0.824585
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0        41536  validation    4.001143  0.824592
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0        41540  validation    4.001059  0.824603
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0        41542  validation    4.001018  0.824608
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0        41554  validation    4.000768  0.824636
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0        41559  validation    4.000664  0.824648
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0        41561  validation    4.000623  0.824652
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0        44736  validation    3.937763  0.832129
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0        44795  validation    3.936651  0.832258
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0        44796  subtrain    4.151032  0.827511
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0        44799  subtrain    4.150969  0.827517
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0        44799  validation    3.936576  0.832264
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0        44800  subtrain    4.150947  0.827518
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0        44801  subtrain    4.150925  0.827522
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0        44812  validation    3.936331  0.832297
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0        44814  validation    3.936293  0.832303
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0        44821  validation    3.936161  0.83232
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0        44822  validation    3.936143  0.832322
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0        44825  validation    3.936086  0.832326
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0        44826  validation    3.936068  0.832329
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0        44832  validation    3.935955  0.83234
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0        44835  validation    3.935899  0.832346
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0        44844  validation    3.935729  0.832366
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0        44845  validation     3.93571  0.832367
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0        44847  validation    3.935673  0.832373
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0        44850  validation    3.935616  0.832379
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0        44852  validation    3.935578  0.832381
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0        47134  subtrain    4.102875  0.833128
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0        47141  validation    3.893944  0.837122
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0        47146  validation    3.893856  0.83713
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0        47148  subtrain    4.102596  0.833162
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0        47149  subtrain    4.102576  0.833163
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0        47149  validation    3.893803  0.837136
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0        47150  validation    3.893785  0.837139
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0        47151  subtrain    4.102536  0.833168
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0        47151  validation    3.893768  0.837142
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0        47152  subtrain    4.102516  0.833171
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0        47152  validation     3.89375  0.837145
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0        47153  subtrain    4.102496  0.833173
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0        47153  validation    3.893733  0.837147
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0        47154  subtrain    4.102477  0.833174
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0        47154  validation    3.893715  0.837149
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0        47155  subtrain    4.102457  0.833175
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0        47157  validation    3.893663  0.837153
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0        47158  subtrain    4.102397  0.833184
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0        47158  validation    3.893645  0.837155
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0        47159  subtrain    4.102377  0.833186
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0        47159  validation    3.893627  0.837158
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0        47160  subtrain    4.102357  0.833188
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0        47160  validation     3.89361  0.837161
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0        47161  subtrain    4.102337  0.83319
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0        47161  validation    3.893592  0.837164
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0        47162  subtrain    4.102318  0.833192
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0        47162  validation    3.893575  0.837166
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0        47163  subtrain    4.102297  0.833195
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0        47163  validation    3.893557  0.837166
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0        47164  subtrain    4.102277  0.833197
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0        47164  validation     3.89354  0.837167
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0        47166  validation    3.893504  0.837171
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0        47167  validation    3.893487  0.837172
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0        47169  validation    3.893452  0.837176
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0        47170  subtrain    4.102158  0.833209
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0        47170  validation    3.893434  0.837177
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0        47171  validation    3.893416  0.837177
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0        47172  subtrain    4.102118  0.833213
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0        47172  validation    3.893399  0.837179
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0        47173  subtrain    4.102098  0.833215
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0        47173  validation    3.893381  0.837179
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0        47174  subtrain    4.102078  0.833216
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0        47174  validation    3.893364  0.837181
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0        47175  subtrain    4.102058  0.833221
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0        47175  validation    3.893347  0.837182
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0        47176  subtrain    4.102038  0.833223
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0        47176  validation    3.893328  0.837182
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0        47177  subtrain    4.102018  0.833226
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0        47177  validation    3.893311  0.837184
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0        47178  subtrain    4.101998  0.833229
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0        47178  validation    3.893293  0.837185
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0        47179  subtrain    4.101979  0.833231
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0        47179  validation    3.893276  0.837186
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0        47180  subtrain    4.101959  0.833232
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0        47180  validation    3.893259  0.837187
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0        47181  subtrain    4.101938  0.833235
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0        47181  validation     3.89324  0.837188
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0        47182  subtrain    4.101919  0.833236
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0        47182  validation    3.893224  0.83719
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0        47183  validation    3.893205  0.837194
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0        47184  validation    3.893188  0.837197
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0        47186  validation    3.893153  0.837202
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0        47187  validation    3.893135  0.837205
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0        47188  subtrain    4.101799  0.833248
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0        47188  validation    3.893118  0.837205
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0        47189  subtrain    4.101779  0.833252
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0        47189  validation    3.893101  0.837208
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0        47190  validation    3.893083  0.837209
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0        47191  subtrain    4.101739  0.833255
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0        47191  validation    3.893065  0.837211
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0        47192  validation    3.893048  0.837211
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0        47193  validation     3.89303  0.837212
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0        47194  validation    3.893013  0.837214
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0        47195  subtrain     4.10166  0.833262
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0        47195  validation    3.892995  0.837216
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0        47196  subtrain     4.10164  0.833264
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0        47196  validation    3.892978  0.837218
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0        47197  validation     3.89296  0.83722
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0        47198  validation    3.892942  0.83722
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0        47199  validation    3.892925  0.837223
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0        47200  validation    3.892907  0.837226
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0        47201  validation    3.892889  0.837227
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0        47202  validation    3.892871  0.837228
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0        47203  validation    3.892855  0.837229
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0        47204  subtrain     4.10148  0.833275
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0        47204  validation    3.892837  0.837232
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0        47205  validation     3.89282  0.837235
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0        47206  validation    3.892802  0.837236
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0        47233  validation    3.892328  0.837287
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0        47319  subtrain    4.099195  0.833515
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0        47386  validation     3.88965  0.837585
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0        47387  validation    3.889632  0.837588
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0        47388  validation    3.889615  0.837588
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0        47393  validation    3.889528  0.837598
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0        47399  subtrain    4.097609  0.83368
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0        47399  validation    3.889423  0.837614
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0        47400  subtrain    4.097589  0.833682
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0        47400  validation    3.889405  0.837617
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0        47401  validation    3.889388  0.837618
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0        47402  subtrain    4.097549  0.833687
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0        47402  validation    3.889371  0.837621
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0        47403  subtrain    4.097529  0.833689
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0        47404  subtrain     4.09751  0.833689
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0        47404  validation    3.889336  0.837624
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0        47405  validation    3.889318  0.837627
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0        47406  validation      3.8893  0.837628
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0        47407  validation    3.889283  0.83763
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0        47408  validation    3.889266  0.837632
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0        47410  subtrain    4.097391  0.833703
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0        47410  validation     3.88923  0.83764
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0        47411  subtrain    4.097371  0.833704
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0        47411  validation    3.889213  0.837643
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0        47412  subtrain    4.097352  0.833706
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0        47412  validation    3.889196  0.837645
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0        47413  subtrain    4.097332  0.833708
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0        47413  validation    3.889178  0.837648
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0        47414  subtrain    4.097311  0.833709
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0        47414  validation    3.889161  0.837649
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0        47415  subtrain    4.097292  0.833713
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0        47415  validation    3.889143  0.837653
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0        47416  subtrain    4.097272  0.833716
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0        47416  validation    3.889126  0.837656
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0        47417  subtrain    4.097252  0.83372
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0        47417  validation    3.889109  0.837657
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0        47418  subtrain    4.097232  0.833721
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0        47418  validation    3.889091  0.837659
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0        47419  subtrain    4.097212  0.833723
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0        47419  validation    3.889073  0.83766
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0        47420  subtrain    4.097193  0.833724
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0        47420  validation    3.889056  0.837661
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0        47421  subtrain    4.097173  0.833726
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0        47421  validation    3.889038  0.837662
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0        47422  subtrain    4.097153  0.833728
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0        47422  validation    3.889021  0.837663
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0        47423  subtrain    4.097134  0.83373
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0        47423  validation    3.889004  0.837664
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0        47424  subtrain    4.097113  0.833732
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0        47424  validation    3.888986  0.837666
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0        47425  subtrain    4.097094  0.833735
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0        47425  validation    3.888969  0.837669
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0        47426  subtrain    4.097074  0.833738
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0        47426  validation    3.888951  0.83767
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0        47427  subtrain    4.097054  0.833738
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0        47427  validation    3.888934  0.837672
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0        47428  subtrain    4.097035  0.833741
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0        47428  validation    3.888917  0.837673
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0        47429  subtrain    4.097015  0.833743
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0        47429  validation    3.888899  0.837676
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0        47430  subtrain    4.096995  0.833745
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0        47430  validation    3.888882  0.837677
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0        47431  subtrain    4.096975  0.83375
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0        47431  validation    3.888864  0.837679
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0        47432  subtrain    4.096955  0.833751
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0        47432  validation    3.888846  0.837681
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0        47433  subtrain    4.096936  0.833753
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0        47433  validation    3.888829  0.837682
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0        47434  subtrain    4.096916  0.833755
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0        47434  validation    3.888812  0.837684
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0        47435  subtrain    4.096896  0.833756
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0        47435  validation    3.888794  0.837686
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0        47436  subtrain    4.096876  0.83376
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0        47436  validation    3.888777  0.837689
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0        47437  subtrain    4.096856  0.833762
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0        47437  validation    3.888759  0.837691
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0        47438  subtrain    4.096837  0.833762
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0        47438  validation    3.888742  0.837693
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0        47439  subtrain    4.096817  0.833764
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0        47439  validation    3.888725  0.837698
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0        47440  subtrain    4.096797  0.833766
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0        47440  validation    3.888707  0.837699
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0        47441  subtrain    4.096777  0.833767
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0        47441  validation     3.88869  0.8377
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0        47442  subtrain    4.096758  0.833768
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0        47442  validation    3.888673  0.837701
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0        47443  subtrain    4.096737  0.833769
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0        47443  validation    3.888655  0.837705
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0        47444  subtrain    4.096718  0.83377
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0        47444  validation    3.888638  0.837707
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0        47445  subtrain    4.096698  0.833772
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0        47445  validation     3.88862  0.837709
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0        47446  subtrain    4.096679  0.833775
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0        47446  validation    3.888602  0.83771
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0        47447  subtrain    4.096659  0.833777
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0        47447  validation    3.888585  0.837714
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0        47448  subtrain    4.096639  0.833778
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0        47448  validation    3.888568  0.837717
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0        47449  subtrain    4.096619  0.83378
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0        47449  validation     3.88855  0.83772
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0        47450  subtrain    4.096599  0.833782
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0        47450  validation    3.888533  0.837721
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0        47451  subtrain    4.096579  0.833784
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0        47451  validation    3.888515  0.837724
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0        47452  validation    3.888497  0.837727
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0        47453  subtrain     4.09654  0.83379
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0        47453  validation    3.888481  0.837729
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0        47454  validation    3.888463  0.83773
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0        47455  validation    3.888446  0.837733
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0        47456  subtrain     4.09648  0.833793
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0        47456  validation    3.888428  0.837735
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0        47457  subtrain     4.09646  0.833795
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0        47457  validation    3.888411  0.837737
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0        47458  subtrain    4.096441  0.833798
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0        47458  validation    3.888393  0.837738
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0        47459  validation    3.888376  0.837741
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0        47460  subtrain    4.096402  0.833803
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0        47460  validation    3.888358  0.837743
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0        47461  subtrain    4.096382  0.833805
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0        47461  validation    3.888341  0.837743
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0        47462  subtrain    4.096362  0.833807
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0        47462  validation    3.888324  0.837743
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0        47463  subtrain    4.096342  0.83381
   step_number    set_name  loss_value       auc
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0        47787  validation    3.882679  0.838334
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0        47934  subtrain    4.087083  0.834828
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0        47943  subtrain    4.086906  0.834848
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0        47943  validation    3.879989  0.838611
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0        47944  validation    3.879972  0.838614
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0        47945  subtrain    4.086867  0.834853
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0        47945  validation    3.879954  0.838616
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0        47946  validation    3.879937  0.838619
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0        47947  subtrain    4.086828  0.834856
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0        47947  validation     3.87992  0.83862
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0        47948  validation    3.879903  0.838621
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0        47949  subtrain     4.08679  0.834862
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0        47949  validation    3.879886  0.838623
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0        47950  subtrain    4.086771  0.834864
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0        47950  validation    3.879869  0.838625
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0        47952  validation    3.879834  0.83863
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0        47953  validation    3.879817  0.838632
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0        47955  validation    3.879782  0.838634
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0        47956  validation    3.879765  0.838636
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0        47959  validation    3.879714  0.838641
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0        47960  subtrain    4.086575  0.834881
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0        47961  subtrain    4.086555  0.834883
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0        47961  validation     3.87968  0.838644
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0        47963  subtrain    4.086515  0.834887
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0        47966  subtrain    4.086457  0.834891
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0        47966  validation    3.879593  0.838653
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0        47967  subtrain    4.086438  0.834892
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0        47967  validation    3.879576  0.838659
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0        47972  validation     3.87949  0.838666
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0        47973  subtrain    4.086321  0.834904
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0        47973  validation    3.879473  0.838668
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0        47974  subtrain    4.086301  0.834906
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0        47974  validation    3.879456  0.838672
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0        47975  subtrain    4.086282  0.834909
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0        47975  validation    3.879438  0.838674
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0        47976  validation    3.879421  0.838677
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0        47977  subtrain    4.086243  0.834914
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0        47977  validation    3.879404  0.83868
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0        47978  subtrain    4.086224  0.834916
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0        47978  validation    3.879387  0.838681
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0        47979  subtrain    4.086204  0.834918
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0        47979  validation    3.879369  0.838683
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0        47980  validation    3.879352  0.838684
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0        47981  validation    3.879335  0.838686
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0        47982  subtrain    4.086145  0.834928
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0        47982  validation    3.879318  0.838686
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0        47983  subtrain    4.086125  0.834932
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0        47983  validation    3.879301  0.838688
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0        47984  validation    3.879284  0.838688
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0        47985  validation    3.879267  0.838689
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0        47986  validation    3.879249  0.838692
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0        47987  subtrain    4.086047  0.834939
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0        47987  validation    3.879232  0.838695
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0        47988  subtrain    4.086028  0.834941
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0        47988  validation    3.879215  0.838696
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0        47989  subtrain    4.086008  0.834944
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0        47989  validation    3.879198  0.838698
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0        47990  validation     3.87918  0.838699
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0        47991  validation    3.879163  0.838701
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0        47992  validation    3.879146  0.838704
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0        47993  validation    3.879129  0.838707
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0        47994  validation    3.879112  0.838708
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0        47996  validation    3.879077  0.838713
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0        47999  validation    3.879025  0.838717
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0        48432  subtrain    4.077408  0.835899
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0        48434  validation    3.871587  0.839548
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0        48437  validation    3.871536  0.839555
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0        48443  validation    3.871434  0.839568
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0        48445  validation    3.871401  0.839572
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0        48447  validation    3.871367  0.839576
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0        48448  validation     3.87135  0.839577
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0        48452  validation    3.871281  0.839582
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0        49293  validation     3.85715  0.841077
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0        49296  subtrain    4.060917  0.837752
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0        49303  subtrain    4.060786  0.837765
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0        49303  validation    3.856984  0.841098
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0        49304  subtrain    4.060767  0.837766
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0        49304  validation    3.856968  0.841101
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0        49305  subtrain    4.060748  0.837768
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0        49305  validation    3.856951  0.841103
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0        49306  validation    3.856935  0.841104
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0        49307  subtrain     4.06071  0.837773
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0        49307  validation    3.856918  0.841104
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0        49308  subtrain    4.060691  0.837775
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0        49308  validation    3.856901  0.841108
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0        49309  subtrain    4.060673  0.837778
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0        49310  subtrain    4.060654  0.83778
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0        49311  subtrain    4.060635  0.837783
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0        49311  validation    3.856852  0.841113
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0        49312  subtrain    4.060616  0.837785
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0        49312  validation    3.856835  0.841116
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0        49313  subtrain    4.060597  0.837788
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0        49313  validation    3.856818  0.841117
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0        49314  subtrain    4.060578  0.837791
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0        49314  validation    3.856802  0.841118
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0        49315  subtrain     4.06056  0.837793
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0        49315  validation    3.856785  0.841121
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0        49316  subtrain    4.060541  0.837795
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0        49316  validation    3.856769  0.841124
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0        49317  subtrain    4.060522  0.837797
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0        49317  validation    3.856752  0.841124
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0        49318  subtrain    4.060503  0.837799
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0        49318  validation    3.856735  0.841126
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0        49319  subtrain    4.060484  0.837801
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0        49319  validation    3.856719  0.841128
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0        49320  subtrain    4.060464  0.837803
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0        49320  validation    3.856702  0.84113
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0        49321  subtrain    4.060446  0.837805
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0        49321  validation    3.856685  0.841132
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0        49322  subtrain    4.060427  0.837808
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0        49322  validation    3.856669  0.841133
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0        49323  subtrain    4.060409  0.837808
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0        49323  validation    3.856652  0.841136
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0        49324  subtrain     4.06039  0.837812
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0        49324  validation    3.856635  0.841136
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0        49325  subtrain    4.060371  0.837812
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0        49325  validation     3.85662  0.841138
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0        49326  subtrain    4.060351  0.837815
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0        49326  validation    3.856603  0.84114
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0        49327  subtrain    4.060333  0.837816
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0        49327  validation    3.856586  0.841144
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0        49328  subtrain    4.060315  0.837816
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0        49328  validation     3.85657  0.841145
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0        49329  subtrain    4.060295  0.837817
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0        49329  validation    3.856553  0.841148
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0        49330  subtrain    4.060276  0.83782
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0        49330  validation    3.856536  0.841152
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0        49331  subtrain    4.060257  0.837822
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0        49331  validation    3.856519  0.841154
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0        49332  subtrain    4.060239  0.837825
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0        49332  validation    3.856503  0.841156
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0        49333  subtrain     4.06022  0.837826
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0        49333  validation    3.856486  0.841157
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0        49334  subtrain    4.060201  0.837828
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0        49334  validation     3.85647  0.841158
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0        49335  subtrain    4.060182  0.837829
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0        49335  validation    3.856453  0.841159
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0        49336  subtrain    4.060163  0.837831
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0        49336  validation    3.856437  0.841159
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0        49337  subtrain    4.060144  0.837831
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0        49337  validation     3.85642  0.841161
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0        49338  subtrain    4.060125  0.837833
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0        49338  validation    3.856403  0.841163
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0        49339  subtrain    4.060107  0.837835
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0        49339  validation    3.856386  0.841166
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0        49340  subtrain    4.060088  0.837836
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0        49340  validation     3.85637  0.841168
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0        49341  subtrain    4.060069  0.837837
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0        49341  validation    3.856354  0.841168
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0        49342  subtrain     4.06005  0.837837
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0        49342  validation    3.856337  0.841169
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0        49343  subtrain    4.060031  0.837838
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0        49343  validation     3.85632  0.841171
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0        49344  subtrain    4.060012  0.83784
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0        49344  validation    3.856303  0.841172
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0        49345  subtrain    4.059994  0.837842
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0        49345  validation    3.856287  0.841175
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0        49346  subtrain    4.059975  0.837844
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0        49346  validation     3.85627  0.841176
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0        49347  subtrain    4.059956  0.837845
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0        49347  validation    3.856254  0.841176
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0        49348  subtrain    4.059937  0.837848
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0        49348  validation    3.856237  0.84118
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0        49349  subtrain    4.059918  0.837849
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0        49349  validation    3.856221  0.841181
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0        49350  subtrain    4.059899  0.837851
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0        49350  validation    3.856204  0.841183
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0        49351  subtrain     4.05988  0.837852
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0        49351  validation    3.856188  0.841185
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0        49352  subtrain    4.059862  0.837854
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0        49352  validation    3.856171  0.841187
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0        49353  subtrain    4.059843  0.837855
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0        49353  validation    3.856154  0.841189
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0        49354  subtrain    4.059824  0.837858
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0        49354  validation    3.856138  0.84119
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0        49355  subtrain    4.059805  0.837859
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0        49355  validation    3.856121  0.841192
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0        49356  subtrain    4.059786  0.837861
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0        49356  validation    3.856105  0.841194
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0        49357  validation    3.856088  0.841197
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0        49358  validation    3.856071  0.841201
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0        49359  subtrain     4.05973  0.837866
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0        49359  validation    3.856055  0.841202
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0        49360  subtrain    4.059711  0.837869
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0        49360  validation    3.856038  0.841203
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0        49361  subtrain    4.059692  0.837873
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0        49361  validation    3.856021  0.841205
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0        49362  subtrain    4.059673  0.837874
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0        49362  validation    3.856005  0.841207
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0        49363  subtrain    4.059654  0.837876
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0        49363  validation    3.855988  0.841209
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0        49364  validation    3.855972  0.841214
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0        49365  subtrain    4.059617  0.837879
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0        49365  validation    3.855955  0.841215
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0        49366  subtrain    4.059597  0.837881
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0        49366  validation    3.855938  0.841216
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0        49367  validation    3.855922  0.84122
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0        49368  validation    3.855905  0.841222
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0        49369  validation    3.855888  0.841223
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0        49370  validation    3.855872  0.841225
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0        49371  validation    3.855855  0.841227
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0        49372  subtrain    4.059484  0.837891
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0        49372  validation    3.855839  0.841228
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0        49373  subtrain    4.059465  0.837891
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0        49373  validation    3.855822  0.841229
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0        49374  subtrain    4.059447  0.837894
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0        49374  validation    3.855806  0.841231
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0        49375  subtrain    4.059428  0.837896
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0        49375  validation    3.855789  0.841232
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0        49376  subtrain    4.059409  0.837897
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0        49376  validation    3.855772  0.841236
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0        49377  subtrain     4.05939  0.837898
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0        49377  validation    3.855756  0.841237
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0        49378  subtrain    4.059371  0.837899
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0        49378  validation    3.855739  0.841239
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0        49379  subtrain    4.059352  0.837901
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0        49379  validation    3.855723  0.841243
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0        49380  subtrain    4.059334  0.837904
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0        49380  validation    3.855706  0.841244
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0        49381  validation     3.85569  0.841245
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0        49382  subtrain    4.059296  0.837908
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0        49382  validation    3.855673  0.841248
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0        49383  subtrain    4.059278  0.837909
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0        49383  validation    3.855656  0.841249
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0        49384  subtrain    4.059259  0.837912
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0        49384  validation     3.85564  0.841251
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0        49385  subtrain    4.059239  0.837912
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0        49385  validation    3.855623  0.841255
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0        49386  subtrain    4.059221  0.837915
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0        49386  validation    3.855607  0.841258
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0        49387  subtrain    4.059202  0.837919
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0        49387  validation     3.85559  0.841261
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0        49388  subtrain    4.059184  0.83792
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0        49388  validation    3.855573  0.841262
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0        49389  subtrain    4.059164  0.837922
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0        49389  validation    3.855557  0.841264
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0        49390  subtrain    4.059145  0.837924
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0        49390  validation     3.85554  0.841268
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0        49391  subtrain    4.059126  0.837928
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0        49391  validation    3.855524  0.84127
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0        49392  subtrain    4.059108  0.837932
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0        49392  validation    3.855507  0.841272
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0        49393  subtrain    4.059089  0.837934
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0        49393  validation    3.855491  0.841272
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0        49394  subtrain     4.05907  0.837934
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0        49413  subtrain    4.058712  0.837976
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0        49416  subtrain    4.058656  0.837981
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0        49418  validation    3.855077  0.841312
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0        49419  subtrain    4.058599  0.837985
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0        49419  validation    3.855059  0.841315
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0        49420  subtrain     4.05858  0.837986
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0        49421  subtrain    4.058562  0.837989
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0        49423  subtrain    4.058524  0.837996
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0        49423  validation    3.854994  0.841324
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0        49424  subtrain    4.058505  0.837998
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0        49424  validation    3.854977  0.841325
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0        49425  subtrain    4.058486  0.837998
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0        49425  validation     3.85496  0.841328
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0        49426  subtrain    4.058467  0.838003
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0        49426  validation    3.854943  0.841329
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0        49427  subtrain    4.058449  0.838004
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0        49427  validation    3.854927  0.841331
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0        49428  subtrain     4.05843  0.838004
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0        49428  validation     3.85491  0.841334
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0        49429  subtrain    4.058411  0.838005
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0        49429  validation    3.854894  0.841336
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0        49430  subtrain    4.058392  0.838006
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0        49430  validation    3.854877  0.841338
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0        49431  subtrain    4.058373  0.838008
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0        49431  validation    3.854861  0.841338
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0        49432  subtrain    4.058355  0.838009
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0        49432  validation    3.854844  0.84134
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0        49433  subtrain    4.058336  0.83801
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0        49433  validation    3.854827  0.841342
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0        49434  subtrain    4.058317  0.838012
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0        49434  validation    3.854811  0.841343
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0        49435  subtrain    4.058298  0.838015
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0        49435  validation    3.854794  0.841347
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0        49436  subtrain     4.05828  0.838019
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0        49436  validation    3.854777  0.841348
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0        49437  subtrain     4.05826  0.838021
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0        49437  validation    3.854761  0.84135
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0        49438  subtrain    4.058242  0.838022
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0        49438  validation    3.854744  0.841352
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0        49439  subtrain    4.058223  0.838025
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0        49439  validation    3.854728  0.841354
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0        49440  subtrain    4.058204  0.838028
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0        49440  validation    3.854712  0.841357
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0        49441  subtrain    4.058186  0.83803
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0        49441  validation    3.854695  0.841359
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0        49442  subtrain    4.058167  0.838034
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0        49442  validation    3.854679  0.841362
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0        49443  subtrain    4.058147  0.838037
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0        49443  validation    3.854662  0.841364
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0        49444  subtrain    4.058129  0.838038
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0        49444  validation    3.854645  0.841365
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0        49445  subtrain     4.05811  0.838041
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0        49445  validation    3.854629  0.841368
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0        49446  subtrain    4.058092  0.838043
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0        49446  validation    3.854612  0.841372
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0        49447  subtrain    4.058073  0.838043
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0        49447  validation    3.854596  0.841374
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0        49448  subtrain    4.058053  0.838044
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0        49448  validation    3.854579  0.841376
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0        49449  subtrain    4.058034  0.838045
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0        49449  validation    3.854562  0.841377
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0        49450  subtrain    4.058016  0.838048
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0        49450  validation    3.854546  0.841377
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0        49451  subtrain    4.057998  0.838049
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0        49451  validation    3.854529  0.84138
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0        49452  subtrain    4.057979  0.838052
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0        49452  validation    3.854513  0.841383
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0        49453  subtrain     4.05796  0.838053
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0        49453  validation    3.854496  0.841385
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0        49454  subtrain    4.057941  0.838054
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0        49454  validation     3.85448  0.841387
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0        49455  subtrain    4.057921  0.838057
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0        49455  validation    3.854463  0.841388
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0        49456  subtrain    4.057903  0.83806
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0        49456  validation    3.854446  0.841388
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0        49457  subtrain    4.057885  0.838062
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0        49457  validation     3.85443  0.84139
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0        49458  validation    3.854414  0.841393
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0        49459  subtrain    4.057847  0.838066
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0        49459  validation    3.854397  0.841393
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0        49460  validation     3.85438  0.841393
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0        49461  subtrain    4.057809  0.838071
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0        49461  validation    3.854364  0.841396
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0        49462  subtrain     4.05779  0.838072
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0        49462  validation    3.854347  0.841397
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0        49463  subtrain    4.057772  0.838074
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0        49463  validation    3.854331  0.841399
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0        49464  subtrain    4.057753  0.838076
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0        49464  validation    3.854314  0.841401
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0        49465  subtrain    4.057734  0.838077
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0        49465  validation    3.854298  0.841404
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0        49466  subtrain    4.057715  0.838079
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0        49466  validation    3.854281  0.841406
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0        49467  subtrain    4.057696  0.838081
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0        49467  validation    3.854264  0.841407
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0        49468  subtrain    4.057677  0.838083
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0        49468  validation    3.854249  0.84141
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0        49469  subtrain    4.057659  0.838084
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0        49469  validation    3.854231  0.841412
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0        49470  subtrain     4.05764  0.838088
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0        49470  validation    3.854215  0.841415
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0        49471  subtrain    4.057621  0.838091
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0        49471  validation    3.854198  0.841416
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0        49472  subtrain    4.057602  0.838094
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0        49472  validation    3.854182  0.841418
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0        49473  subtrain    4.057583  0.838096
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0        49473  validation    3.854165  0.84142
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0        49474  subtrain    4.057564  0.838098
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0        49474  validation    3.854148  0.841421
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0        49475  subtrain    4.057546  0.838101
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0        49475  validation    3.854132  0.841423
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0        49476  subtrain    4.057527  0.838104
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0        49476  validation    3.854116  0.841424
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0        49477  subtrain    4.057508  0.838105
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0        49477  validation    3.854099  0.841425
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0        49478  subtrain    4.057489  0.83811
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0        49478  validation    3.854082  0.841426
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0        49479  subtrain    4.057471  0.838112
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0        49479  validation    3.854066  0.841428
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0        49480  subtrain    4.057452  0.838114
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0        49480  validation     3.85405  0.84143
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0        49481  validation    3.854033  0.841432
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0        49482  subtrain    4.057415  0.838122
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0        49482  validation    3.854016  0.841432
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0        49483  subtrain    4.057395  0.838124
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0        49483  validation       3.854  0.841434
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0        49484  subtrain    4.057376  0.838127
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0        49484  validation    3.853983  0.841436
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0        49485  subtrain    4.057358  0.838128
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0        49485  validation    3.853967  0.841439
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0        49486  subtrain    4.057339  0.838129
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0        49486  validation     3.85395  0.841439
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0        49487  subtrain     4.05732  0.838131
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0        49487  validation    3.853934  0.841441
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0        49488  subtrain    4.057302  0.838134
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0        49488  validation    3.853917  0.841444
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0        49489  subtrain    4.057283  0.838137
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0        49489  validation    3.853901  0.841446
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0        49490  subtrain    4.057264  0.83814
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0        49490  validation    3.853884  0.841448
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0        49491  subtrain    4.057245  0.838144
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0        49491  validation    3.853867  0.84145
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0        49492  subtrain    4.057226  0.838147
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0        49492  validation     3.85385  0.841452
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0        49493  subtrain    4.057208  0.838149
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0        49493  validation    3.853834  0.841454
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0        49494  subtrain    4.057189  0.838151
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0        49494  validation    3.853818  0.841456
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0        49495  subtrain     4.05717  0.838153
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0        49495  validation    3.853801  0.841459
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0        49496  subtrain    4.057151  0.838155
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0        49496  validation    3.853785  0.84146
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0        49497  subtrain    4.057132  0.838157
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0        49497  validation    3.853768  0.841462
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0        49498  subtrain    4.057114  0.838159
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0        49498  validation    3.853752  0.841464
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0        49499  subtrain    4.057095  0.838161
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0        49499  validation    3.853735  0.841466
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0        49500  subtrain    4.057076  0.838162
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0        49500  validation    3.853718  0.841468
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0        49501  subtrain    4.057057  0.838164
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0        49501  validation    3.853702  0.841469
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0        49502  subtrain    4.057038  0.838168
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0        49502  validation    3.853686  0.841471
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0        49503  subtrain     4.05702  0.83817
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0        49503  validation    3.853669  0.841472
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0        49504  subtrain    4.057001  0.838171
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0        49504  validation    3.853653  0.841474
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0        49505  subtrain    4.056982  0.838172
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0        49505  validation    3.853636  0.841476
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0        49506  subtrain    4.056963  0.838174
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0        49506  validation     3.85362  0.84148
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0        49507  subtrain    4.056945  0.838176
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0        49507  validation    3.853603  0.841482
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0        49534  subtrain    4.056437  0.838233
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0        49535  subtrain    4.056419  0.838236
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0        49540  subtrain    4.056324  0.838245
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0        49563  subtrain    4.055893  0.838295
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0        49564  subtrain    4.055875  0.838297
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0        49567  subtrain    4.055819  0.838301
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0        49568  subtrain    4.055799  0.838304
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0        49569  subtrain    4.055781  0.838305
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0        49570  subtrain    4.055762  0.838308
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0        49572  subtrain    4.055724  0.838317
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0        49622  subtrain    4.054788  0.838413
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0        49680  subtrain    4.053701  0.838545
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0        49688  validation    3.850618  0.841813
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0        49691  validation    3.850568  0.841818
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0        49693  validation    3.850536  0.841821
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0        49694  validation    3.850519  0.841823
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0        49695  validation    3.850502  0.841825
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0        49696  validation    3.850486  0.841826
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0        49697  validation     3.85047  0.841828
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0        49698  validation    3.850453  0.841829
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0        49699  subtrain    4.053347  0.838579
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0        49701  subtrain    4.053309  0.838583
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0        49701  validation    3.850404  0.841835
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0        49702  validation    3.850388  0.841836
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0        49703  validation    3.850371  0.84184
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0        49704  validation    3.850355  0.84184
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0        49705  subtrain    4.053235  0.838593
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0        49705  validation    3.850338  0.841841
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0        49707  validation    3.850305  0.841844
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0        49712  validation    3.850223  0.841852
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0        49713  validation    3.850207  0.841854
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0        49717  validation    3.850141  0.841861
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0        49719  validation    3.850108  0.841867
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0        49720  validation    3.850092  0.841868
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0        49721  subtrain    4.052935  0.838624
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0        49721  validation    3.850075  0.84187
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0        49722  validation    3.850059  0.841871
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0        49723  validation    3.850043  0.841874
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0        49724  validation    3.850025  0.841875
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0        49728  validation     3.84996  0.841882
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0        49729  validation    3.849944  0.841883
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0        49730  subtrain    4.052767  0.838644
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0        49731  subtrain    4.052749  0.838646
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0        49731  validation    3.849911  0.841886
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0        49732  subtrain    4.052731  0.838647
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0        49732  validation    3.849895  0.841889
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0        49733  subtrain    4.052712  0.838649
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0        49733  validation    3.849878  0.841891
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0        49734  subtrain    4.052692  0.838651
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0        49734  validation    3.849862  0.841894
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0        49735  subtrain    4.052674  0.838652
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0        49837  validation    3.848172  0.842065
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0        49889  validation    3.847322  0.842165
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0        50813  subtrain    4.032817  0.840768
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0        50813  validation    3.832382  0.843746
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0        50814  subtrain    4.032799  0.840769
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0        50820  validation    3.832269  0.843758
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0        50821  validation    3.832254  0.843761
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0        50822  validation    3.832238  0.843763
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0        50823  validation    3.832222  0.843764
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0        50825  validation    3.832191  0.843769
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0        50826  subtrain    4.032581  0.840788
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0        50826  validation    3.832175  0.843772
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0        50827  subtrain    4.032563  0.840792
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0        50827  validation    3.832158  0.843772
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0        50828  subtrain    4.032545  0.840795
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0        50828  validation    3.832142  0.843775
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0        50829  validation    3.832126  0.843776
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0        50830  subtrain    4.032508  0.840798
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0        50830  validation    3.832111  0.843778
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0        50831  validation    3.832094  0.843778
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0        50832  validation    3.832078  0.843778
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0        50833  validation    3.832062  0.843779
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0        50834  subtrain    4.032435  0.840804
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0        50834  validation    3.832046  0.84378
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0        50835  validation     3.83203  0.843781
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0        50836  validation    3.832014  0.843784
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0        50837  validation    3.831998  0.843786
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0        50838  validation    3.831982  0.843788
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0        50839  validation    3.831967  0.84379
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0        50840  validation    3.831951  0.843792
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0        50843  validation    3.831903  0.843797
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0        50844  subtrain    4.032254  0.840822
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0        50844  validation    3.831886  0.843799
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0        50845  validation    3.831871  0.843801
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0        50846  validation    3.831855  0.843802
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0        50847  subtrain    4.032199  0.840828
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0        50847  validation    3.831839  0.843804
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0        50848  validation    3.831823  0.843806
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0        50855  validation    3.831711  0.843816
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0        50860  validation    3.831631  0.843825
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0        50863  validation    3.831583  0.843832
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0        50865  validation    3.831552  0.843836
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0        50871  validation    3.831455  0.843851
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0        50872  validation     3.83144  0.843852
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0        50873  subtrain    4.031727  0.840879
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0        50873  validation    3.831424  0.843852
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0        51371  subtrain    4.022742  0.841831
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0        51420  validation    3.822757  0.844765
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0        51430  validation      3.8226  0.844783
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0        51431  validation    3.822584  0.844784
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0        51432  validation    3.822568  0.844785
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0        51433  validation    3.822552  0.844788
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0        51434  validation    3.822536  0.844789
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0        51435  subtrain    4.021595  0.841934
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0        51435  validation    3.822521  0.844791
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0        51436  validation    3.822505  0.844792
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0        51437  subtrain     4.02156  0.841938
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0        51437  validation    3.822489  0.844793
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0        51438  subtrain    4.021542  0.841939
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0        51438  validation    3.822474  0.844795
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0        51439  subtrain    4.021524  0.84194
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0        51439  validation    3.822458  0.844797
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0        51440  subtrain    4.021506  0.841941
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0        58313  validation    3.722429  0.854532
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0        58314  validation    3.722416  0.854534
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0        58315  validation    3.722402  0.854536
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0        58317  validation    3.722375  0.854537
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0        58318  validation    3.722361  0.854538
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0        58319  validation    3.722348  0.85454
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0        58320  validation    3.722334  0.854542
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0        58321  validation    3.722321  0.854544
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0        58322  validation    3.722307  0.854546
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0        58323  validation    3.722294  0.854547
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0        58324  validation     3.72228  0.854549
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0        58325  validation    3.722267  0.854551
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0        58330  subtrain    3.907482  0.853085
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0        58330  validation      3.7222  0.854556
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0        58332  subtrain    3.907452  0.853086
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0        58332  validation    3.722173  0.854559
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0        58333  validation    3.722159  0.854559
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0        58335  validation    3.722132  0.854561
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0        58336  validation    3.722119  0.854562
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0        58353  subtrain     3.90713  0.853116
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0        58353  validation    3.721889  0.854587
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0        58355  subtrain    3.907099  0.853117
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0        58355  validation    3.721863  0.854591
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   step_number    set_name  loss_value       auc
0        62015  validation    3.674255  0.858803
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   step_number    set_name  loss_value       auc
0        62016  validation    3.674243  0.858804
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0        62017  subtrain    3.852883  0.857952
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0        65169  validation    3.635698  0.862102
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0        65171  validation    3.635675  0.862104
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0        65173  validation    3.635652  0.862107
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0        65174  validation    3.635639  0.862109
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0        65175  validation    3.635627  0.86211
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0        65185  validation    3.635509  0.862122
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0        65186  validation    3.635496  0.862123
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0        65187  validation    3.635484  0.862124
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0        65188  validation    3.635473  0.862124
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0        65189  validation    3.635461  0.862126
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0        65190  validation    3.635449  0.862127
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0        65191  validation    3.635437  0.862127
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0        65192  validation    3.635425  0.862128
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0        65193  validation    3.635413  0.862129
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0        65194  validation    3.635401  0.862131
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0        65195  validation     3.63539  0.862132
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0        65196  validation    3.635377  0.862133
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0        65197  validation    3.635366  0.862136
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0        65198  validation    3.635354  0.862136
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0        65199  subtrain    3.808469  0.861673
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0        65199  validation    3.635342  0.862137
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0        65200  subtrain    3.808455  0.861675
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0        65200  validation     3.63533  0.862138
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0        65201  validation    3.635318  0.862139
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0        65203  validation    3.635294  0.86214
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0        65204  validation    3.635283  0.862142
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0        65205  subtrain    3.808388  0.861683
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0        65205  validation     3.63527  0.862142
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0        65206  validation    3.635259  0.862142
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0        65207  subtrain     3.80836  0.861686
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0        65207  validation    3.635247  0.862143
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0        65575  subtrain     3.80337  0.862096
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0        65575  validation    3.630886  0.862515
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0        65577  subtrain    3.803343  0.862097
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0        65577  validation    3.630862  0.862519
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0        65579  subtrain    3.803315  0.862099
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0        65579  validation    3.630838  0.86252
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0        65580  subtrain    3.803302  0.862101
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0        65580  validation    3.630826  0.862521
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0        65581  subtrain    3.803288  0.862102
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0        65581  validation    3.630814  0.862522
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0        65582  subtrain    3.803275  0.862103
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0        65582  validation    3.630803  0.862524
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0        65583  subtrain    3.803261  0.862104
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0        65583  validation    3.630791  0.862524
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0        65584  subtrain    3.803248  0.862106
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0        65584  validation    3.630779  0.862525
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0        65585  subtrain    3.803234  0.862108
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0        65585  validation    3.630767  0.862527
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0        65586  subtrain    3.803221  0.862109
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0        65586  validation    3.630755  0.862528
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0        65587  subtrain    3.803207  0.862112
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0        65587  validation    3.630744  0.862529
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0        65588  subtrain    3.803193  0.862113
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0        65588  validation    3.630732  0.862531
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0        65589  subtrain     3.80318  0.862115
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0        65589  validation    3.630719  0.862532
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0        65590  subtrain    3.803166  0.862116
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0        65590  validation    3.630708  0.862533
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0        65591  validation    3.630697  0.862533
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0        65592  subtrain    3.803139  0.862116
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0        65592  validation    3.630684  0.862535
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0        65593  validation    3.630673  0.862536
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0        65594  subtrain    3.803112  0.862118
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0        65594  validation    3.630661  0.862536
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0        65595  subtrain    3.803099  0.862119
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0        65595  validation    3.630649  0.862538
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0        65596  validation    3.630637  0.862538
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0        65597  subtrain    3.803071  0.86212
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0        65597  validation    3.630625  0.862539
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0        65598  subtrain    3.803059  0.862121
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0        65598  validation    3.630614  0.862541
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0        65599  subtrain    3.803045  0.862122
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0        65599  validation    3.630602  0.862543
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0        65600  subtrain    3.803031  0.862123
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0        65600  validation    3.630589  0.862544
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0        65601  subtrain    3.803018  0.862124
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0        65601  validation    3.630578  0.862544
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0        65602  subtrain    3.803004  0.862126
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0        65602  validation    3.630566  0.862545
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0        65603  subtrain    3.802991  0.862127
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0        65603  validation    3.630555  0.862546
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0        65604  subtrain    3.802977  0.862129
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0        65604  validation    3.630543  0.862547
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0        65605  subtrain    3.802964  0.862129
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0        65605  validation     3.63053  0.862548
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0        65606  validation    3.630519  0.862548
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0        65607  subtrain    3.802937  0.862131
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0        65607  validation    3.630507  0.862549
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0        65608  subtrain    3.802923  0.862132
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0        65609  subtrain     3.80291  0.862133
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0        65609  validation    3.630484  0.862551
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0        65610  subtrain    3.802896  0.862134
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0        65610  validation    3.630472  0.862551
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0        65611  subtrain    3.802882  0.862135
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0        65611  validation     3.63046  0.862552
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0        65612  subtrain    3.802869  0.862136
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0        65612  validation    3.630448  0.862554
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0        65613  subtrain    3.802856  0.862137
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0        65613  validation    3.630436  0.862554
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0        65614  subtrain    3.802842  0.862139
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0        65615  subtrain    3.802829  0.86214
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0        65615  validation    3.630413  0.862554
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0        65616  subtrain    3.802815  0.86214
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0        65618  subtrain    3.802788  0.862141
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0        65618  validation    3.630378  0.862557
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0        65619  subtrain    3.802775  0.862142
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0        65619  validation    3.630366  0.862557
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0        65620  subtrain    3.802761  0.862144
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0        65620  validation    3.630353  0.862558
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0        65621  subtrain    3.802747  0.862143
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0        65621  validation    3.630342  0.862559
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0        65622  subtrain    3.802734  0.862144
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0        65622  validation    3.630331  0.862561
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0        65624  subtrain    3.802707  0.862145
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0        65624  validation    3.630307  0.862562
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0        65625  subtrain    3.802693  0.862145
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0        65625  validation    3.630295  0.862564
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0        65626  validation    3.630283  0.862566
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0        65627  validation    3.630271  0.862566
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0        65628  validation    3.630259  0.862567
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0        65630  validation    3.630236  0.862568
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0        65631  validation    3.630224  0.86257
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0        65632  validation    3.630212  0.86257
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0        65633  validation      3.6302  0.862571
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0        65634  subtrain    3.802571  0.862153
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0        65635  validation    3.630177  0.862572
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0        65637  validation    3.630153  0.862574
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0        65638  validation    3.630141  0.862575
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0        65639  validation    3.630129  0.862576
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0        65640  validation    3.630118  0.862577
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0        65645  validation    3.630059  0.862581
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0        65647  validation    3.630035  0.862583
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0        65648  validation    3.630023  0.862585
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0        65649  validation    3.630011  0.862586
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0        65650  validation    3.629999  0.862588
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0        65654  validation    3.629952  0.862591
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0        65655  validation     3.62994  0.862592
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0        65657  validation    3.629917  0.862592
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0        65658  validation    3.629905  0.862593
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0        65659  validation    3.629893  0.862593
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0        65661  validation    3.629869  0.862595
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0        65662  validation    3.629858  0.862596
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0        65663  subtrain     3.80218  0.862187
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0        65663  validation    3.629846  0.862596
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0        65664  subtrain    3.802166  0.862188
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0        67135  validation    3.612683  0.863976
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0        67146  subtrain    3.782365  0.863775
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0        67148  subtrain    3.782339  0.863776
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0        67149  validation    3.612522  0.863988
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0        67150  subtrain    3.782312  0.863778
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0        67151  subtrain    3.782299  0.863779
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0        67151  validation    3.612499  0.863991
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0        67152  subtrain    3.782286  0.863779
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0        67152  validation    3.612488  0.863992
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0        67153  subtrain    3.782273  0.863781
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0        67153  validation    3.612476  0.863992
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0        67154  subtrain    3.782259  0.863781
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0        67154  validation    3.612464  0.863994
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0        67155  subtrain    3.782246  0.863782
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0        67155  validation    3.612453  0.863995
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0        67156  subtrain    3.782233  0.863784
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0        67156  validation    3.612441  0.863996
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0        67157  subtrain     3.78222  0.863785
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0        67157  validation     3.61243  0.863996
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0        67158  subtrain    3.782207  0.863786
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0        67158  validation    3.612418  0.863997
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0        67159  subtrain    3.782194  0.863787
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0        67159  validation    3.612407  0.863997
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0        67160  subtrain    3.782181  0.863788
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0        67160  validation    3.612395  0.863997
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0        67161  subtrain    3.782167  0.863788
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0        67161  validation    3.612384  0.863998
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0        67162  subtrain    3.782154  0.863789
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0        67162  validation    3.612372  0.863999
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0        67163  subtrain    3.782141  0.86379
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0        67163  validation     3.61236  0.864
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0        67164  subtrain    3.782127  0.863791
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0        67164  validation    3.612349  0.864001
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0        67165  subtrain    3.782115  0.863791
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0        67165  validation    3.612338  0.864001
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0        67166  subtrain    3.782101  0.863791
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0        67166  validation    3.612326  0.864002
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0        67167  subtrain    3.782088  0.863792
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0        67167  validation    3.612315  0.864002
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0        67168  subtrain    3.782075  0.863793
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0        67168  validation    3.612303  0.864002
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0        67169  subtrain    3.782062  0.863794
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0        67169  validation    3.612292  0.864003
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0        67170  subtrain    3.782048  0.863795
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0        67170  validation     3.61228  0.864004
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0        67171  subtrain    3.782035  0.863796
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0        67171  validation    3.612269  0.864004
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0        67172  subtrain    3.782022  0.863796
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0        67172  validation    3.612257  0.864006
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0        67173  subtrain    3.782008  0.863797
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0        67173  validation    3.612245  0.864007
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0        67174  subtrain    3.781996  0.863798
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0        67174  validation    3.612234  0.864007
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0        67175  subtrain    3.781982  0.863798
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0        67175  validation    3.612223  0.864007
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0        67176  subtrain    3.781969  0.863801
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0        67176  validation    3.612211  0.864007
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0        67177  subtrain    3.781956  0.863802
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0        67177  validation      3.6122  0.864008
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0        67178  subtrain    3.781943  0.863802
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0        67178  validation    3.612188  0.864008
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0        67179  subtrain     3.78193  0.863804
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0        67179  validation    3.612177  0.864009
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0        67180  subtrain    3.781916  0.863804
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0        67180  validation    3.612165  0.86401
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0        67181  subtrain    3.781903  0.863806
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0        67181  validation    3.612154  0.86401
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0        67182  subtrain    3.781889  0.863808
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0        67182  validation    3.612142  0.864011
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0        67183  subtrain    3.781877  0.863808
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0        67183  validation    3.612131  0.864011
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0        67184  subtrain    3.781863  0.86381
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0        67184  validation    3.612119  0.864011
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0        67185  subtrain     3.78185  0.863811
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0        67185  validation    3.612108  0.864013
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0        67186  subtrain    3.781837  0.863812
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0        67186  validation    3.612096  0.864014
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0        67187  subtrain    3.781824  0.863812
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0        67187  validation    3.612084  0.864015
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0        67188  subtrain     3.78181  0.863813
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0        67188  validation    3.612073  0.864016
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0        67189  subtrain    3.781797  0.863814
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0        67189  validation    3.612061  0.864017
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0        67190  subtrain    3.781784  0.863814
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0        67190  validation     3.61205  0.864018
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0        67191  subtrain    3.781771  0.863815
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0        67191  validation    3.612039  0.864018
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0        67192  subtrain    3.781757  0.863815
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0        67192  validation    3.612027  0.86402
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0        67193  subtrain    3.781744  0.863816
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0        67193  validation    3.612016  0.86402
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0        67194  subtrain    3.781731  0.863818
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0        67194  validation    3.612004  0.864023
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0        67195  subtrain    3.781718  0.863819
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0        67195  validation    3.611992  0.864024
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0        67196  subtrain    3.781705  0.86382
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0        67196  validation    3.611981  0.864025
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0        67197  subtrain    3.781692  0.863821
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0        67197  validation     3.61197  0.864027
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0        67198  subtrain    3.781678  0.863823
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0        67198  validation    3.611958  0.864028
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0        67199  subtrain    3.781666  0.863824
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0        67199  validation    3.611947  0.864028
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0        67200  subtrain    3.781651  0.863825
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0        67200  validation    3.611935  0.86403
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0        67201  subtrain    3.781639  0.863825
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0        67201  validation    3.611923  0.864031
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0        67202  subtrain    3.781626  0.863826
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0        67202  validation    3.611912  0.864032
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0        67203  subtrain    3.781613  0.863829
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0        67203  validation      3.6119  0.864032
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0        67204  subtrain    3.781598  0.863831
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0        67204  validation    3.611888  0.864032
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0        67205  subtrain    3.781586  0.863832
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0        67205  validation    3.611877  0.864032
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0        67206  subtrain    3.781573  0.863832
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0        67206  validation    3.611866  0.864032
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0        67207  subtrain     3.78156  0.863834
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0        67207  validation    3.611855  0.864033
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0        67208  subtrain    3.781547  0.863834
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0        67208  validation    3.611843  0.864033
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0        67209  subtrain    3.781533  0.863835
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0        67209  validation    3.611831  0.864034
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0        67210  subtrain     3.78152  0.863836
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0        67210  validation     3.61182  0.864034
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0        67211  subtrain    3.781507  0.863836
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0        67211  validation    3.611809  0.864035
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0        67212  subtrain    3.781494  0.863837
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0        67212  validation    3.611797  0.864036
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0        67213  subtrain     3.78148  0.86384
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0        67213  validation    3.611786  0.864037
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0        67214  subtrain    3.781467  0.863841
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0        67214  validation    3.611774  0.864038
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0        67215  subtrain    3.781454  0.863843
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0        67215  validation    3.611763  0.864038
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0        67216  subtrain    3.781441  0.863844
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0        67216  validation    3.611751  0.86404
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0        67217  subtrain    3.781427  0.863846
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0        67217  validation    3.611739  0.86404
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0        67218  subtrain    3.781415  0.863847
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0        67218  validation    3.611728  0.86404
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0        67219  subtrain    3.781402  0.863848
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0        67219  validation    3.611717  0.864044
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0        67220  subtrain    3.781388  0.863848
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0        67220  validation    3.611705  0.864044
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0        67221  subtrain    3.781375  0.863851
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0        67221  validation    3.611693  0.864044
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0        67222  subtrain    3.781362  0.863851
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0        67222  validation    3.611682  0.864044
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0        67223  subtrain    3.781348  0.863853
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0        67223  validation    3.611671  0.864044
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0        67224  subtrain    3.781336  0.863854
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0        67224  validation    3.611659  0.864045
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0        67225  subtrain    3.781322  0.863855
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0        67225  validation    3.611647  0.864046
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0        67226  subtrain    3.781309  0.863856
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0        67226  validation    3.611635  0.864047
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0        67227  subtrain    3.781296  0.863857
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0        67227  validation    3.611625  0.864048
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0        67228  subtrain    3.781283  0.863859
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0        67228  validation    3.611613  0.864049
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0        67229  subtrain     3.78127  0.863859
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0        67229  validation    3.611602  0.864049
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0        67230  subtrain    3.781256  0.86386
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0        67230  validation     3.61159  0.86405
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0        67231  subtrain    3.781243  0.863861
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0        67231  validation    3.611578  0.864051
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0        67232  subtrain     3.78123  0.863863
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0        67232  validation    3.611567  0.86405
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0        67233  subtrain    3.781217  0.863863
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0        67233  validation    3.611556  0.864051
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0        67234  subtrain    3.781203  0.863864
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0        67234  validation    3.611544  0.864051
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0        67235  subtrain     3.78119  0.863865
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0        67235  validation    3.611532  0.864052
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0        67236  subtrain    3.781177  0.863866
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0        67236  validation    3.611521  0.864052
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0        67237  subtrain    3.781164  0.863867
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0        67237  validation    3.611509  0.864053
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0        67238  subtrain     3.78115  0.863868
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0        67238  validation    3.611498  0.864054
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0        67239  subtrain    3.781137  0.863869
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0        67239  validation    3.611487  0.864056
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0        67240  subtrain    3.781124  0.863869
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0        67240  validation    3.611475  0.864057
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0        67241  subtrain    3.781111  0.863871
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0        67241  validation    3.611464  0.864058
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0        67242  subtrain    3.781098  0.863873
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0        67242  validation    3.611452  0.864059
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0        67243  subtrain    3.781085  0.863874
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0        67243  validation     3.61144  0.864059
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0        67244  subtrain    3.781071  0.863875
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0        67244  validation    3.611429  0.86406
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0        67245  subtrain    3.781059  0.863876
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0        67245  validation    3.611418  0.864061
   step_number  set_name  loss_value       auc
0        67246  subtrain    3.781045  0.863877
   step_number    set_name  loss_value       auc
0        67246  validation    3.611406  0.864064
   step_number  set_name  loss_value       auc
0        67247  subtrain    3.781032  0.863879
   step_number    set_name  loss_value       auc
0        67247  validation    3.611395  0.864065
   step_number  set_name  loss_value      auc
0        67248  subtrain    3.781019  0.86388
   step_number    set_name  loss_value       auc
0        67248  validation    3.611383  0.864066
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0        67329  validation    3.610453  0.864139
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0        67330  validation    3.610441  0.86414
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0        67331  subtrain    3.779925  0.863966
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0        67331  validation     3.61043  0.86414
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0        67334  validation    3.610395  0.864142
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0        67335  validation    3.610384  0.864144
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0        67336  validation    3.610373  0.864146
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0        67340  validation    3.610327  0.864148
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0        67341  validation    3.610315  0.864149
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0        67343  validation    3.610292  0.864149
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0        67344  validation    3.610281  0.864152
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0        67345  validation    3.610269  0.864152
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0        67346  validation    3.610258  0.864153
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0        67347  validation    3.610247  0.864153
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0        67348  validation    3.610235  0.864153
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0        67352  validation    3.610189  0.864158
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0        67354  validation    3.610166  0.864161
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0        67355  validation    3.610155  0.864161
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0        67356  validation    3.610143  0.864161
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0        67357  subtrain    3.779583  0.863992
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0        67357  validation    3.610131  0.864164
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0        67362  validation    3.610074  0.864166
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0        67388  validation    3.609776  0.864196
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0        67390  validation    3.609754  0.864197
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0        67391  subtrain    3.779134  0.864021
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0        67391  validation    3.609742  0.864198
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0        67392  validation     3.60973  0.864198
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0        67393  validation    3.609718  0.864198
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0        67394  subtrain    3.779095  0.864023
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0        67394  validation    3.609707  0.864198
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0        67395  subtrain    3.779081  0.864024
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0        67398  validation    3.609661  0.864202
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0        67399  subtrain    3.779029  0.864028
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0        67406  validation    3.609569  0.864212
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0        67410  subtrain    3.778884  0.864037
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0        67411  subtrain    3.778871  0.864037
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0        67412  subtrain    3.778858  0.864038
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0        67412  validation    3.609501  0.864218
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0        67413  subtrain    3.778845  0.864041
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0        67413  validation    3.609489  0.864218
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0        67414  subtrain    3.778832  0.864041
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0        67414  validation    3.609478  0.864219
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0        67415  subtrain    3.778818  0.864042
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0        67415  validation    3.609466  0.864218
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0        67416  subtrain    3.778805  0.864043
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0        67416  validation    3.609455  0.864219
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0        67417  subtrain    3.778792  0.864044
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0        67417  validation    3.609444  0.86422
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0        67418  subtrain    3.778779  0.864045
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0        67418  validation    3.609432  0.86422
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0        67419  validation    3.609421  0.864222
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0        67420  validation    3.609409  0.864223
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0        67421  subtrain     3.77874  0.864049
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0        67421  validation    3.609398  0.864224
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0        67422  subtrain    3.778726  0.864052
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0        67422  validation    3.609387  0.864226
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0        67423  subtrain    3.778714  0.864052
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0        67423  validation    3.609375  0.864227
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0        67424  subtrain      3.7787  0.864054
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0        67424  validation    3.609363  0.864228
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0        67425  subtrain    3.778687  0.864055
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0        67425  validation    3.609352  0.864228
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0        67426  subtrain    3.778673  0.864057
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0        67426  validation    3.609341  0.864229
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0        67427  subtrain    3.778661  0.864057
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0        67427  validation    3.609329  0.864233
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0        67428  subtrain    3.778648  0.864058
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0        67428  validation    3.609318  0.864233
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0        67429  subtrain    3.778635  0.864058
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0        67429  validation    3.609307  0.864233
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0        67430  subtrain    3.778621  0.86406
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0        67430  validation    3.609294  0.864234
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0        67431  subtrain    3.778608  0.86406
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0        67431  validation    3.609284  0.864234
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0        67432  subtrain    3.778595  0.864062
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0        67432  validation    3.609272  0.864235
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0        67433  subtrain    3.778582  0.864063
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0        67433  validation    3.609261  0.864236
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0        67434  subtrain    3.778569  0.864063
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0        67434  validation    3.609249  0.864238
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0        67435  subtrain    3.778555  0.864066
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0        67435  validation    3.609237  0.864239
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0        67436  subtrain    3.778543  0.864068
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0        67436  validation    3.609226  0.86424
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0        67437  subtrain    3.778529  0.864068
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0        67437  validation    3.609215  0.86424
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0        67438  subtrain    3.778516  0.864069
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0        67438  validation    3.609203  0.864241
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0        67439  subtrain    3.778503  0.864071
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0        67439  validation    3.609192  0.864242
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0        67440  subtrain     3.77849  0.864072
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0        67440  validation     3.60918  0.864244
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0        67441  subtrain    3.778476  0.864073
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0        67441  validation    3.609168  0.864245
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0        67442  subtrain    3.778464  0.864073
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0        67442  validation    3.609157  0.864245
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0        67443  subtrain    3.778451  0.864075
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0        67443  validation    3.609146  0.864246
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0        67444  subtrain    3.778438  0.864076
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0        67444  validation    3.609135  0.864248
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0        67445  subtrain    3.778424  0.864077
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0        67445  validation    3.609123  0.864248
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0        67446  subtrain    3.778411  0.864077
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0        67446  validation    3.609111  0.864252
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0        67447  subtrain    3.778398  0.864077
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0        67447  validation      3.6091  0.864252
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0        67448  subtrain    3.778385  0.864078
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0        67448  validation    3.609089  0.864254
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0        67449  subtrain    3.778371  0.864078
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0        67449  validation    3.609077  0.864256
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0        67450  subtrain    3.778359  0.864079
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0        67450  validation    3.609066  0.864258
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0        67451  subtrain    3.778345  0.864079
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0        67451  validation    3.609054  0.864258
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0        67452  subtrain    3.778332  0.864079
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0        67452  validation    3.609043  0.864258
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0        67453  subtrain    3.778319  0.864081
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0        67453  validation    3.609032  0.864259
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0        67454  subtrain    3.778306  0.864082
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0        67454  validation     3.60902  0.864259
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0        67455  subtrain    3.778292  0.864082
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0        67455  validation    3.609009  0.864259
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0        67456  subtrain     3.77828  0.864083
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0        67456  validation    3.608997  0.86426
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0        67457  subtrain    3.778266  0.864084
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0        67457  validation    3.608986  0.86426
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0        67458  validation    3.608974  0.864261
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0        67459  subtrain    3.778239  0.864087
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0        67459  validation    3.608963  0.864261
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0        67460  subtrain    3.778227  0.864089
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0        67460  validation    3.608951  0.864262
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0        67461  validation     3.60894  0.864264
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0        67462  subtrain      3.7782  0.864092
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0        67462  validation    3.608928  0.864265
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0        67463  subtrain    3.778187  0.864092
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0        67463  validation    3.608917  0.864265
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0        67464  subtrain    3.778175  0.864095
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0        67464  validation    3.608906  0.864266
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0        67465  subtrain    3.778162  0.864096
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0        67465  validation    3.608894  0.864267
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0        67466  subtrain    3.778148  0.864097
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0        67466  validation    3.608882  0.864267
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0        67467  validation    3.608871  0.864267
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0        67468  subtrain    3.778121  0.864101
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0        67468  validation     3.60886  0.864268
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0        67469  subtrain    3.778109  0.864102
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0        67469  validation    3.608848  0.86427
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0        67470  subtrain    3.778095  0.864103
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0        67470  validation    3.608837  0.864271
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0        67471  subtrain    3.778082  0.864103
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0        67471  validation    3.608825  0.864272
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0        67472  subtrain    3.778069  0.864104
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0        67472  validation    3.608814  0.864272
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0        67473  validation    3.608803  0.864273
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0        67474  validation    3.608791  0.864273
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0        67475  subtrain     3.77803  0.864105
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0        67475  validation     3.60878  0.864273
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0        67476  subtrain    3.778016  0.864107
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0        67476  validation    3.608768  0.864275
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0        67477  subtrain    3.778003  0.864108
   step_number    set_name  loss_value       auc
0        67477  validation    3.608757  0.864275
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0        67478  subtrain     3.77799  0.864109
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0        67809  validation    3.604967  0.86458
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0        67810  validation    3.604955  0.86458
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0        67811  validation    3.604944  0.864581
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0        67812  validation    3.604932  0.864581
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0        67813  subtrain    3.773597  0.864468
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0        67813  validation    3.604921  0.864583
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0        67814  subtrain    3.773584  0.864469
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0        67814  validation     3.60491  0.864585
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0        67815  validation    3.604899  0.864586
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0        67816  subtrain    3.773558  0.864471
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0        67816  validation    3.604887  0.864589
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0        67817  subtrain    3.773545  0.864472
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0        67817  validation    3.604876  0.86459
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0        67818  validation    3.604864  0.864591
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0        67819  validation    3.604853  0.864592
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0        67820  validation    3.604841  0.864592
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0        67821  subtrain    3.773492  0.864474
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0        67821  validation     3.60483  0.864592
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0        67822  validation    3.604819  0.864592
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0        67823  subtrain    3.773466  0.864476
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0        67823  validation    3.604807  0.864594
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0        67824  subtrain    3.773453  0.864476
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0        67824  validation    3.604796  0.864596
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0        67825  subtrain     3.77344  0.864476
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0        67825  validation    3.604784  0.864597
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0        68848  validation    3.593228  0.865501
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0        69526  subtrain    3.751461  0.866198
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0        69527  validation    3.585659  0.866077
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0        69528  subtrain    3.751435  0.866201
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0        69528  validation    3.585647  0.866078
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0        69529  subtrain    3.751422  0.866203
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0        70523  validation    3.574692  0.866948
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0        70524  validation    3.574681  0.86695
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0        70525  validation     3.57467  0.866951
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0        70526  validation    3.574659  0.866951
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0        70527  validation    3.574648  0.866952
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0        70532  subtrain    3.738702  0.867143
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0        70553  validation    3.574363  0.866982
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0        71922  subtrain    3.721348  0.868439
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0        71922  validation    3.559554  0.868122
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0        71923  validation    3.559544  0.868122
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0        71924  validation    3.559533  0.868123
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0        71928  subtrain    3.721274  0.868445
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0        72003  validation    3.558689  0.868188
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0        72004  validation    3.558678  0.868189
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0        72005  validation    3.558667  0.868189
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0        72006  subtrain     3.72031  0.868517
   step_number    set_name  loss_value      auc
0        72006  validation    3.558657  0.86819
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0        72007  subtrain    3.720298  0.868518
   step_number    set_name  loss_value       auc
0        72007  validation    3.558646  0.868192
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0        72008  subtrain    3.720286  0.868519
   step_number    set_name  loss_value       auc
0        72008  validation    3.558635  0.868192
   step_number  set_name  loss_value      auc
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   step_number    set_name  loss_value       auc
0        72009  validation    3.558625  0.868192
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0        72010  subtrain    3.720261  0.868521
   step_number    set_name  loss_value       auc
0        72010  validation    3.558614  0.868195
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   step_number    set_name  loss_value       auc
0        72011  validation    3.558603  0.868196
   step_number  set_name  loss_value       auc
0        72012  subtrain    3.720236  0.868522
   step_number    set_name  loss_value       auc
0        72012  validation    3.558593  0.868197
   step_number  set_name  loss_value       auc
0        72013  subtrain    3.720224  0.868523
   step_number    set_name  loss_value       auc
0        72013  validation    3.558582  0.868197
   step_number  set_name  loss_value       auc
0        72014  subtrain    3.720212  0.868525
   step_number    set_name  loss_value       auc
0        72014  validation    3.558571  0.868197
   step_number  set_name  loss_value       auc
0        72015  subtrain    3.720199  0.868527
   step_number    set_name  loss_value       auc
0        72015  validation    3.558561  0.868198
   step_number  set_name  loss_value       auc
0        72016  subtrain    3.720187  0.868527
   step_number    set_name  loss_value       auc
0        72016  validation     3.55855  0.868198
   step_number  set_name  loss_value       auc
0        72017  subtrain    3.720175  0.868528
   step_number    set_name  loss_value       auc
0        72017  validation    3.558539  0.868199
   step_number  set_name  loss_value      auc
0        72018  subtrain    3.720162  0.86853
   step_number    set_name  loss_value       auc
0        72018  validation    3.558528  0.868199
   step_number  set_name  loss_value       auc
0        72019  subtrain     3.72015  0.868531
   step_number    set_name  loss_value     auc
0        72019  validation    3.558518  0.8682
   step_number  set_name  loss_value       auc
0        72020  subtrain    3.720137  0.868531
   step_number    set_name  loss_value       auc
0        72020  validation    3.558507  0.868201
   step_number  set_name  loss_value       auc
0        72021  subtrain    3.720125  0.868532
   step_number    set_name  loss_value       auc
0        72021  validation    3.558496  0.868202
   step_number  set_name  loss_value       auc
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0        72414  subtrain    3.715283  0.868904
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0        72422  subtrain    3.715184  0.868916
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0        72430  subtrain    3.715086  0.868921
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0        72431  subtrain    3.715074  0.868922
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0        72432  subtrain    3.715062  0.868923
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0        72433  subtrain    3.715049  0.868924
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0        72434  subtrain    3.715037  0.868924
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0        72441  subtrain    3.714951  0.868932
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0        72470  validation    3.553716  0.86856
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0        73840  subtrain    3.697925  0.870195
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0        73846  subtrain    3.697853  0.870201
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0        73847  subtrain    3.697841  0.870202
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0        73848  subtrain    3.697829  0.870202
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0        73849  subtrain    3.697817  0.870203
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0        73849  validation    3.539225  0.869669
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0        73850  subtrain    3.697805  0.870206
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0        73851  subtrain    3.697793  0.870207
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0        73851  validation    3.539205  0.869672
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0        73852  subtrain    3.697781  0.870207
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0        73853  subtrain    3.697769  0.870207
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0        73854  subtrain    3.697757  0.870208
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0        73855  subtrain    3.697745  0.870208
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0        73855  validation    3.539163  0.869677
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0        73856  subtrain    3.697732  0.87021
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0        73857  subtrain     3.69772  0.870212
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0        73858  subtrain    3.697709  0.870212
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0        73859  subtrain    3.697696  0.870212
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0        73860  subtrain    3.697684  0.870213
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0        73861  subtrain    3.697672  0.870213
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0        73862  subtrain     3.69766  0.870213
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0        73863  subtrain    3.697649  0.870214
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0        73864  subtrain    3.697636  0.870215
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0        73864  validation    3.539069  0.869688
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0        73865  subtrain    3.697624  0.870215
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0        73866  subtrain    3.697613  0.870216
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0        73867  subtrain      3.6976  0.870217
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0        73868  subtrain    3.697588  0.870218
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0        73868  validation    3.539027  0.869689
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0        73869  subtrain    3.697576  0.870219
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0        73870  subtrain    3.697564  0.87022
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0        73871  subtrain    3.697552  0.870221
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0        73872  subtrain     3.69754  0.870222
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0        73872  validation    3.538986  0.869693
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0        73873  subtrain    3.697528  0.870222
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0        73873  validation    3.538976  0.869693
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0        73874  subtrain    3.697516  0.870222
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0        73874  validation    3.538966  0.869694
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0        73875  subtrain    3.697504  0.870224
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0        73875  validation    3.538955  0.869694
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0        73876  subtrain    3.697492  0.870224
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0        73876  validation    3.538944  0.869695
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0        73877  subtrain     3.69748  0.870224
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0        73877  validation    3.538934  0.869696
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0        73878  subtrain    3.697468  0.870225
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0        73878  validation    3.538924  0.869696
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0        73879  subtrain    3.697455  0.870226
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0        73879  validation    3.538913  0.869697
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0        73880  subtrain    3.697444  0.870228
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0        73882  subtrain     3.69742  0.870228
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0        73882  validation    3.538882  0.869699
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0        73884  subtrain    3.697395  0.870229
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0        73886  validation    3.538841  0.869701
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0        73887  validation     3.53883  0.869701
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0        73888  subtrain    3.697348  0.870231
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0        73888  validation     3.53882  0.869702
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0        73889  subtrain    3.697335  0.870232
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0        73889  validation    3.538809  0.869703
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0        73890  subtrain    3.697323  0.870233
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0        73890  validation    3.538799  0.869704
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0        73891  validation    3.538789  0.869704
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0        73892  subtrain    3.697299  0.870233
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0        73892  validation    3.538778  0.869705
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0        73893  subtrain    3.697288  0.870234
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0        73893  validation    3.538768  0.869706
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0        73894  subtrain    3.697275  0.870235
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0        73894  validation    3.538758  0.869707
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0        73895  subtrain    3.697263  0.870236
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0        73895  validation    3.538747  0.869708
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0        73896  subtrain    3.697251  0.870238
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0        73896  validation    3.538737  0.869708
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0        73897  subtrain    3.697239  0.870238
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0        73897  validation    3.538727  0.869709
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0        73898  subtrain    3.697227  0.87024
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0        73898  validation    3.538716  0.869709
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0        73899  subtrain    3.697216  0.870241
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0        73899  validation    3.538706  0.869709
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0        73900  subtrain    3.697203  0.870242
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0        73900  validation    3.538696  0.869711
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0        73901  subtrain    3.697191  0.870243
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0        73901  validation    3.538685  0.869712
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0        73902  subtrain    3.697179  0.870244
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0        73902  validation    3.538675  0.869713
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0        73903  subtrain    3.697166  0.870244
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0        73903  validation    3.538664  0.869713
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0        73904  subtrain    3.697154  0.870245
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0        73904  validation    3.538654  0.869715
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0        73905  subtrain    3.697143  0.870247
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0        73905  validation    3.538644  0.869715
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0        73906  subtrain     3.69713  0.870248
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0        73906  validation    3.538633  0.869716
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0        73907  subtrain    3.697119  0.870248
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0        73907  validation    3.538623  0.869717
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0        73908  subtrain    3.697107  0.870248
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0        73908  validation    3.538612  0.869718
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0        73909  subtrain    3.697095  0.870249
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0        73909  validation    3.538602  0.869719
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0        73910  subtrain    3.697083  0.870251
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0        73910  validation    3.538592  0.86972
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0        73911  subtrain     3.69707  0.870251
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0        73911  validation    3.538581  0.869721
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0        73912  subtrain    3.697058  0.870252
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0        73912  validation     3.53857  0.869723
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0        73913  subtrain    3.697047  0.870252
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0        73913  validation    3.538561  0.869723
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0        73914  subtrain    3.697034  0.870253
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0        73914  validation     3.53855  0.869724
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0        73915  subtrain    3.697023  0.870253
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0        73915  validation    3.538539  0.869724
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0        73916  subtrain     3.69701  0.870253
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0        73916  validation    3.538529  0.869724
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0        73917  subtrain    3.696998  0.870255
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0        73917  validation    3.538519  0.869726
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0        73918  subtrain    3.696987  0.870256
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0        73918  validation    3.538509  0.869728
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0        73919  subtrain    3.696975  0.870257
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0        73919  validation    3.538499  0.869728
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0        73920  subtrain    3.696963  0.87026
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0        73920  validation    3.538487  0.869731
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0        73921  subtrain     3.69695  0.870261
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0        73921  validation    3.538478  0.869732
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0        73922  subtrain    3.696938  0.870262
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0        73922  validation    3.538467  0.869732
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0        73923  subtrain    3.696926  0.870263
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0        73923  validation    3.538457  0.869733
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0        73924  subtrain    3.696914  0.870263
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0        73924  validation    3.538446  0.869734
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0        73925  subtrain    3.696902  0.870264
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0        73925  validation    3.538436  0.869735
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0        73926  subtrain     3.69689  0.870265
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0        73926  validation    3.538426  0.869735
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0        73927  subtrain    3.696878  0.870266
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0        73927  validation    3.538415  0.869736
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0        73928  subtrain    3.696866  0.870267
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0        73928  validation    3.538405  0.869736
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0        73929  subtrain    3.696854  0.870268
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0        73929  validation    3.538394  0.869737
   step_number  set_name  loss_value       auc
0        73930  subtrain    3.696842  0.870269
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0        73930  validation    3.538384  0.869738
   step_number  set_name  loss_value       auc
0        73931  subtrain    3.696831  0.870269
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0        73931  validation    3.538374  0.869739
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0        73932  subtrain    3.696818  0.87027
   step_number    set_name  loss_value       auc
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0        73957  subtrain    3.696517  0.870291
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0        73958  subtrain    3.696506  0.870292
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0        73960  subtrain    3.696481  0.870295
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0        73964  subtrain    3.696434  0.870297
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0        73965  subtrain    3.696421  0.870297
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0        73966  subtrain    3.696409  0.870297
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0        73967  subtrain    3.696397  0.870297
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0        73974  subtrain    3.696313  0.870307
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0        73986  validation    3.537803  0.869781
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0        73987  validation    3.537793  0.869783
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0        73988  validation    3.537783  0.869784
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0        73989  validation    3.537772  0.869785
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0        73990  subtrain    3.696121  0.870321
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0        73990  validation    3.537761  0.869785
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0        73991  validation    3.537752  0.869786
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0        73992  validation    3.537741  0.869786
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0        73993  validation     3.53773  0.869786
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0        73999  validation    3.537668  0.869789
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0        74625  validation    3.531199  0.870264
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0        74628  validation    3.531168  0.870267
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0        74630  subtrain    3.688454  0.870871
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0        74630  validation    3.531147  0.870269
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0        74631  subtrain    3.688442  0.870872
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0        74631  validation    3.531137  0.870271
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0        74632  subtrain    3.688431  0.870872
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0        74632  validation    3.531127  0.870272
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0        74633  subtrain    3.688419  0.870874
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0        74633  validation    3.531116  0.870272
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0        74634  subtrain    3.688407  0.870875
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0        74634  validation    3.531106  0.870274
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0        74635  subtrain    3.688395  0.870876
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0        74635  validation    3.531096  0.870275
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0        74636  subtrain    3.688383  0.870876
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0        74636  validation    3.531085  0.870275
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0        74637  subtrain    3.688371  0.870877
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0        74637  validation    3.531075  0.870276
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0        74638  subtrain    3.688359  0.870878
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0        74638  validation    3.531065  0.870276
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0        74639  subtrain    3.688348  0.870879
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0        74639  validation    3.531055  0.870277
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0        74640  subtrain    3.688336  0.87088
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0        74640  validation    3.531044  0.870277
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0        74641  subtrain    3.688324  0.87088
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0        74641  validation    3.531034  0.870278
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0        74642  subtrain    3.688311  0.870881
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0        74642  validation    3.531024  0.870279
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0        74643  subtrain    3.688299  0.870881
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0        74643  validation    3.531014  0.870281
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0        74644  subtrain    3.688287  0.870882
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0        74644  validation    3.531003  0.870282
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0        74645  subtrain    3.688276  0.870883
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0        74645  validation    3.530993  0.870282
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0        74646  subtrain    3.688264  0.870884
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0        74646  validation    3.530983  0.870283
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0        74647  subtrain    3.688252  0.870884
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0        74647  validation    3.530973  0.870283
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0        74648  subtrain     3.68824  0.870884
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0        74648  validation    3.530962  0.870284
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0        74649  subtrain    3.688229  0.870885
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0        74649  validation    3.530952  0.870284
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0        74650  subtrain    3.688216  0.870886
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0        74650  validation    3.530942  0.870284
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0        74651  subtrain    3.688205  0.870888
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0        74651  validation    3.530932  0.870285
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0        74652  subtrain    3.688192  0.870888
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0        74652  validation    3.530921  0.870287
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0        74653  subtrain     3.68818  0.870888
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0        74653  validation    3.530911  0.870287
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0        74654  subtrain    3.688168  0.870888
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0        74654  validation      3.5309  0.870288
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0        74655  subtrain    3.688156  0.870889
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0        74655  validation     3.53089  0.870289
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0        74656  subtrain    3.688144  0.87089
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0        74656  validation     3.53088  0.870291
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0        74657  subtrain    3.688133  0.870891
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0        74657  validation     3.53087  0.870292
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0        74658  subtrain    3.688121  0.870892
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0        74658  validation     3.53086  0.870292
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0        74659  subtrain    3.688109  0.870892
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0        74659  validation    3.530849  0.870293
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0        74660  subtrain    3.688097  0.870894
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0        74660  validation    3.530839  0.870294
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0        74661  subtrain    3.688085  0.870896
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0        74661  validation    3.530829  0.870294
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0        74662  subtrain    3.688073  0.870896
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0        74662  validation    3.530818  0.870295
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0        74663  subtrain    3.688061  0.870896
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0        74663  validation    3.530808  0.870295
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0        74664  subtrain     3.68805  0.870899
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0        74664  validation    3.530798  0.870296
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0        74665  subtrain    3.688037  0.8709
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0        74665  validation    3.530788  0.870296
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0        74666  subtrain    3.688026  0.870901
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0        74666  validation    3.530778  0.870296
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0        74667  subtrain    3.688013  0.870901
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0        74667  validation    3.530767  0.870299
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0        74668  subtrain    3.688002  0.870902
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0        74668  validation    3.530757  0.8703
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0        74669  subtrain    3.687989  0.870902
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0        74669  validation    3.530746  0.8703
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0        74670  subtrain    3.687978  0.870903
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0        74670  validation    3.530737  0.870301
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0        74671  subtrain    3.687966  0.870903
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0        74671  validation    3.530726  0.870302
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0        74672  subtrain    3.687954  0.870904
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0        74672  validation    3.530716  0.870302
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0        74673  subtrain    3.687942  0.870906
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0        74673  validation    3.530706  0.870303
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0        74674  subtrain    3.687931  0.870907
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0        74674  validation    3.530696  0.870305
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0        74675  subtrain    3.687918  0.870909
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0        74675  validation    3.530684  0.870305
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0        74676  subtrain    3.687906  0.87091
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0        74676  validation    3.530675  0.870305
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0        74677  subtrain    3.687894  0.870911
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0        74677  validation    3.530664  0.870307
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0        74678  subtrain    3.687882  0.870911
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0        74678  validation    3.530654  0.870308
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0        74679  subtrain     3.68787  0.870911
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0        74679  validation    3.530644  0.870308
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0        74680  subtrain    3.687858  0.870911
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0        74680  validation    3.530634  0.87031
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0        74681  subtrain    3.687846  0.870911
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0        74681  validation    3.530623  0.870311
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0        74682  subtrain    3.687835  0.870912
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0        74682  validation    3.530613  0.870311
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0        74683  subtrain    3.687823  0.870914
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0        74683  validation    3.530603  0.870311
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0        74684  subtrain    3.687811  0.870916
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0        74684  validation    3.530592  0.870311
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0        74685  subtrain    3.687799  0.870916
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0        74685  validation    3.530582  0.870312
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0        74686  subtrain    3.687788  0.870916
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0        74686  validation    3.530572  0.870312
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0        74687  subtrain    3.687775  0.870917
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0        74687  validation    3.530562  0.870313
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0        74688  subtrain    3.687763  0.870919
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0        74688  validation    3.530552  0.870314
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0        74689  subtrain    3.687751  0.87092
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0        74689  validation    3.530541  0.870315
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0        74690  subtrain    3.687739  0.870923
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0        74690  validation     3.53053  0.870316
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0        74691  subtrain    3.687728  0.870924
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0        74691  validation    3.530521  0.870317
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0        74692  subtrain    3.687716  0.870924
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0        74692  validation    3.530511  0.870319
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0        74693  subtrain    3.687704  0.870924
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0        74693  validation      3.5305  0.870319
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0        74694  subtrain    3.687691  0.870925
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0        74694  validation    3.530489  0.87032
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0        74695  subtrain     3.68768  0.870928
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0        74695  validation    3.530479  0.870321
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0        74696  subtrain    3.687668  0.870929
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0        74696  validation    3.530469  0.870323
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0        74697  subtrain    3.687656  0.870929
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0        74697  validation    3.530459  0.870324
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0        74698  subtrain    3.687644  0.870931
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0        74698  validation    3.530448  0.870324
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0        74699  subtrain    3.687632  0.870931
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0        74699  validation    3.530438  0.870325
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0        74700  subtrain     3.68762  0.870931
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0        74700  validation    3.530428  0.870327
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0        74701  subtrain    3.687608  0.870932
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0        74701  validation    3.530418  0.870327
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0        74702  subtrain    3.687596  0.870933
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0        74702  validation    3.530407  0.870327
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0        74703  subtrain    3.687584  0.870935
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0        74703  validation    3.530397  0.870328
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0        74704  subtrain    3.687572  0.870937
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0        74704  validation    3.530387  0.87033
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0        74705  subtrain    3.687561  0.870939
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0        74705  validation    3.530377  0.870331
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0        74706  subtrain    3.687549  0.87094
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0        74706  validation    3.530367  0.870331
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0        74707  subtrain    3.687537  0.87094
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0        74707  validation    3.530356  0.870332
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0        74708  subtrain    3.687525  0.870941
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0        74708  validation    3.530346  0.870333
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0        74709  subtrain    3.687513  0.870941
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0        74709  validation    3.530336  0.870333
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0        74710  subtrain    3.687502  0.870941
   step_number    set_name  loss_value       auc
0        74710  validation    3.530325  0.870334
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0        74711  subtrain     3.68749  0.870943
   step_number    set_name  loss_value       auc
0        74711  validation    3.530315  0.870335
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0        74712  subtrain    3.687477  0.870944
   step_number    set_name  loss_value       auc
0        74712  validation    3.530305  0.870335
   step_number  set_name  loss_value       auc
0        74713  subtrain    3.687465  0.870944
   step_number    set_name  loss_value       auc
0        74713  validation    3.530294  0.870336
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0        74714  subtrain    3.687454  0.870946
   step_number    set_name  loss_value       auc
0        74714  validation    3.530284  0.870338
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0        74715  subtrain    3.687441  0.870948
   step_number    set_name  loss_value      auc
0        74715  validation    3.530274  0.87034
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0        74716  subtrain    3.687429  0.870949
   step_number    set_name  loss_value      auc
0        74716  validation    3.530264  0.87034
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0        74717  subtrain    3.687417  0.87095
   step_number    set_name  loss_value       auc
0        74717  validation    3.530253  0.870341
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0        74718  subtrain    3.687406  0.87095
   step_number    set_name  loss_value       auc
0        74718  validation    3.530243  0.870341
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0        74719  subtrain    3.687394  0.870951
   step_number    set_name  loss_value       auc
0        74719  validation    3.530233  0.870342
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0        74720  subtrain    3.687382  0.870952
   step_number    set_name  loss_value       auc
0        74720  validation    3.530223  0.870343
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0        74721  subtrain     3.68737  0.870952
   step_number    set_name  loss_value       auc
0        74721  validation    3.530212  0.870344
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0        74722  subtrain    3.687358  0.870952
   step_number    set_name  loss_value       auc
0        74722  validation    3.530202  0.870346
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0        74723  subtrain    3.687346  0.870953
   step_number    set_name  loss_value       auc
0        74723  validation    3.530192  0.870347
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0        74724  subtrain    3.687334  0.870954
   step_number    set_name  loss_value       auc
0        74724  validation    3.530182  0.870348
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0        74725  subtrain    3.687322  0.870956
   step_number    set_name  loss_value       auc
0        74725  validation    3.530171  0.870348
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0        74726  subtrain     3.68731  0.870956
   step_number    set_name  loss_value       auc
0        74726  validation    3.530161  0.870349
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0        74727  subtrain    3.687299  0.870957
   step_number    set_name  loss_value       auc
0        74727  validation    3.530151  0.870351
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0        74728  subtrain    3.687287  0.870957
   step_number    set_name  loss_value       auc
0        74728  validation    3.530141  0.870351
   step_number  set_name  loss_value       auc
0        74729  subtrain    3.687275  0.870958
   step_number    set_name  loss_value       auc
0        74729  validation     3.53013  0.870351
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0        74730  subtrain    3.687263  0.870959
   step_number    set_name  loss_value       auc
0        74730  validation     3.53012  0.870352
   step_number  set_name  loss_value      auc
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   step_number    set_name  loss_value       auc
0        74731  validation     3.53011  0.870353
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0        74733  subtrain    3.687227  0.870961
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0        74735  subtrain    3.687203  0.870964
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0        74736  subtrain    3.687191  0.870964
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0        74738  validation    3.530038  0.870359
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0        74739  validation    3.530028  0.870359
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0        74740  subtrain    3.687144  0.870967
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0        74740  validation    3.530018  0.87036
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0        74741  subtrain    3.687132  0.870969
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0        74741  validation    3.530007  0.87036
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0        74742  subtrain    3.687119  0.87097
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0        74742  validation    3.529997  0.870362
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0        74743  subtrain    3.687108  0.87097
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0        74743  validation    3.529987  0.870362
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0        74744  subtrain    3.687096  0.870972
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0        74744  validation    3.529977  0.870363
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0        74745  subtrain    3.687084  0.870972
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0        74745  validation    3.529966  0.870364
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0        74746  subtrain    3.687072  0.870974
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0        74746  validation    3.529956  0.870364
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0        74747  subtrain     3.68706  0.870973
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0        74747  validation    3.529946  0.870364
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0        74748  subtrain    3.687048  0.870974
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0        74748  validation    3.529935  0.870364
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0        74749  subtrain    3.687036  0.870975
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0        74749  validation    3.529925  0.870365
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0        74750  subtrain    3.687024  0.870975
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0        74750  validation    3.529914  0.870366
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0        74751  subtrain    3.687013  0.870976
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0        74751  validation    3.529905  0.870366
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0        74752  subtrain    3.687001  0.870976
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0        74752  validation    3.529895  0.870367
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0        74753  subtrain    3.686989  0.870977
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0        74753  validation    3.529884  0.870368
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0        74754  subtrain    3.686977  0.870978
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0        74754  validation    3.529874  0.870369
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0        74755  subtrain    3.686965  0.870978
   step_number    set_name  loss_value       auc
0        74755  validation    3.529863  0.870369
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0        74756  subtrain    3.686953  0.870979
   step_number    set_name  loss_value      auc
0        74756  validation    3.529853  0.87037
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0        74757  subtrain    3.686941  0.87098
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0        74757  validation    3.529843  0.87037
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0        74758  subtrain    3.686929  0.87098
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0        74758  validation    3.529832  0.870371
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0        74759  subtrain    3.686918  0.870981
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0        74759  validation    3.529823  0.870371
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0        74760  subtrain    3.686905  0.870982
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0        74760  validation    3.529812  0.870372
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0        74761  subtrain    3.686894  0.870983
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0        74761  validation    3.529802  0.870373
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0        74762  subtrain    3.686882  0.870983
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0        74762  validation    3.529792  0.870373
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0        74763  subtrain     3.68687  0.870984
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0        74763  validation    3.529781  0.870373
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0        74764  subtrain    3.686858  0.870984
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0        74764  validation    3.529771  0.870375
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0        74765  subtrain    3.686846  0.870986
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0        74765  validation    3.529761  0.870375
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0        74766  subtrain    3.686834  0.870987
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0        74766  validation     3.52975  0.870376
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0        74767  subtrain    3.686822  0.870988
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0        74767  validation    3.529741  0.870377
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0        74768  subtrain     3.68681  0.870988
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0        74768  validation     3.52973  0.870377
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0        74769  subtrain    3.686798  0.870989
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0        74769  validation     3.52972  0.870378
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0        74770  subtrain    3.686786  0.87099
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0        74770  validation     3.52971  0.870379
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0        74771  subtrain    3.686775  0.870991
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0        74771  validation      3.5297  0.87038
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0        74772  subtrain    3.686763  0.870993
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0        74772  validation    3.529689  0.87038
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0        74773  subtrain     3.68675  0.870994
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0        74773  validation    3.529679  0.87038
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0        74774  subtrain    3.686739  0.870995
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0        74774  validation    3.529669  0.870381
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0        74775  subtrain    3.686727  0.870995
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0        74775  validation    3.529658  0.870381
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0        74776  subtrain    3.686715  0.870996
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0        74776  validation    3.529648  0.870381
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0        74777  subtrain    3.686703  0.870997
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0        74777  validation    3.529638  0.870382
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0        74778  subtrain    3.686691  0.870997
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0        74778  validation    3.529627  0.870383
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0        74779  subtrain     3.68668  0.870998
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0        74779  validation    3.529617  0.870384
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0        74780  subtrain    3.686667  0.870999
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0        74780  validation    3.529607  0.870384
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0        74781  subtrain    3.686656  0.870999
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0        74781  validation    3.529597  0.870384
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0        74782  subtrain    3.686644  0.871
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0        74782  validation    3.529587  0.870384
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0        74783  subtrain    3.686631  0.871002
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0        74783  validation    3.529576  0.870385
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0        74784  subtrain     3.68662  0.871002
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0        74784  validation    3.529566  0.870386
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0        74785  subtrain    3.686608  0.871004
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0        74785  validation    3.529556  0.870386
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0        74786  subtrain    3.686596  0.871004
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0        74786  validation    3.529545  0.870388
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0        74787  subtrain    3.686584  0.871005
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0        74787  validation    3.529535  0.870389
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0        74788  subtrain    3.686572  0.871007
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0        74788  validation    3.529525  0.870391
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0        74789  subtrain    3.686561  0.871008
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0        74789  validation    3.529515  0.870392
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0        74790  subtrain    3.686548  0.871009
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0        74790  validation    3.529504  0.870393
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0        74791  subtrain    3.686536  0.871011
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0        74791  validation    3.529495  0.870394
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0        74792  subtrain    3.686524  0.871012
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0        74792  validation    3.529484  0.870395
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0        74793  subtrain    3.686513  0.871013
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0        74793  validation    3.529474  0.870395
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0        74794  subtrain      3.6865  0.871013
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0        74794  validation    3.529463  0.870396
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0        74795  subtrain    3.686489  0.871014
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0        74795  validation    3.529453  0.870397
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0        74796  subtrain    3.686476  0.871014
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0        74796  validation    3.529443  0.870397
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0        74797  subtrain    3.686465  0.871015
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0        74797  validation    3.529433  0.870399
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0        74798  subtrain    3.686453  0.871016
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0        74798  validation    3.529422  0.8704
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0        74799  subtrain    3.686441  0.871016
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0        74799  validation    3.529412  0.870401
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0        74800  subtrain    3.686429  0.871018
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0        74800  validation    3.529402  0.870402
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0        74801  subtrain    3.686417  0.871019
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0        74801  validation    3.529391  0.870403
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0        74802  subtrain    3.686405  0.871019
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0        74802  validation    3.529381  0.870404
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0        74803  subtrain    3.686393  0.871021
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0        74803  validation    3.529371  0.870405
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0        74804  subtrain    3.686382  0.871022
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0        74804  validation    3.529361  0.870406
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0        74805  subtrain    3.686369  0.871022
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0        74805  validation     3.52935  0.870406
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0        74806  subtrain    3.686357  0.871023
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0        74806  validation     3.52934  0.870408
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0        74807  subtrain    3.686346  0.871024
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0        74807  validation     3.52933  0.870409
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0        74808  subtrain    3.686334  0.871025
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0        74808  validation     3.52932  0.870409
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0        74809  subtrain    3.686322  0.871026
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0        74809  validation    3.529309  0.87041
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0        74810  subtrain     3.68631  0.871027
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0        74810  validation    3.529299  0.870411
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0        74811  subtrain    3.686298  0.871028
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0        74811  validation    3.529289  0.870412
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0        74812  subtrain    3.686286  0.871028
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0        74812  validation    3.529279  0.870415
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0        74813  subtrain    3.686275  0.871029
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0        74813  validation    3.529268  0.870416
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0        74814  subtrain    3.686262  0.871029
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0        74814  validation    3.529258  0.870418
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0        74815  subtrain     3.68625  0.87103
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0        74815  validation    3.529248  0.87042
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0        74816  subtrain    3.686239  0.871031
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0        74816  validation    3.529238  0.870421
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0        74817  subtrain    3.686227  0.871031
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0        74817  validation    3.529227  0.870421
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0        74818  subtrain    3.686215  0.871031
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0        74818  validation    3.529217  0.870421
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0        74819  subtrain    3.686203  0.871032
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0        74819  validation    3.529207  0.870422
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0        74820  subtrain    3.686191  0.871032
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0        74820  validation    3.529197  0.870424
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0        74821  subtrain    3.686179  0.871032
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0        74821  validation    3.529187  0.870424
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0        74822  subtrain    3.686167  0.871033
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0        74822  validation    3.529176  0.870426
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0        74823  subtrain    3.686156  0.871034
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0        74823  validation    3.529166  0.870427
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0        74824  subtrain    3.686144  0.871035
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0        74824  validation    3.529155  0.870427
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0        74825  subtrain    3.686132  0.871037
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0        74825  validation    3.529145  0.870428
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0        74826  subtrain     3.68612  0.871039
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0        74826  validation    3.529135  0.870428
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0        74827  subtrain    3.686108  0.87104
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0        74827  validation    3.529125  0.870429
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0        74828  subtrain    3.686096  0.87104
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0        74828  validation    3.529114  0.87043
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0        74829  subtrain    3.686084  0.871042
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0        74829  validation    3.529104  0.870431
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0        74830  subtrain    3.686072  0.871043
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0        74830  validation    3.529094  0.870432
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0        74831  subtrain     3.68606  0.871044
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0        74831  validation    3.529083  0.870432
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0        74832  subtrain    3.686049  0.871044
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0        74832  validation    3.529074  0.870432
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0        74833  subtrain    3.686037  0.871045
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0        74833  validation    3.529063  0.870433
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0        74834  subtrain    3.686025  0.871046
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0        74834  validation    3.529053  0.870434
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0        74835  subtrain    3.686013  0.871046
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0        74835  validation    3.529043  0.870435
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0        74836  subtrain    3.686001  0.871047
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0        74837  subtrain    3.685989  0.871048
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0        74837  validation    3.529023  0.870437
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0        74838  validation    3.529012  0.870438
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0        74839  validation    3.529001  0.870439
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0        74840  validation    3.528991  0.870439
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0        74841  subtrain    3.685941  0.871054
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0        74841  validation    3.528981  0.87044
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0        74842  subtrain     3.68593  0.871055
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0        74842  validation    3.528971  0.87044
   step_number  set_name  loss_value       auc
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0        74871  validation    3.528673  0.870458
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0        74875  validation    3.528633  0.870461
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0        74889  validation    3.528489  0.870474
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0        74898  validation    3.528397  0.870479
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0        74899  validation    3.528386  0.870479
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0        74900  subtrain     3.68524  0.871102
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0        74902  validation    3.528356  0.870481
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0        74903  validation    3.528345  0.870482
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0        74906  subtrain    3.685168  0.871106
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0        74906  validation    3.528315  0.870484
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0        74907  validation    3.528304  0.870484
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0        74908  validation    3.528294  0.870484
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0        74909  validation    3.528284  0.870485
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0        74911  validation    3.528263  0.870487
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0        74912  validation    3.528254  0.870487
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0        74913  subtrain    3.685085  0.871116
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0        74915  subtrain    3.685061  0.871118
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0        74915  validation    3.528222  0.87049
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0        74917  validation    3.528202  0.870491
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0        74919  validation    3.528182  0.870492
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0        74922  subtrain    3.684978  0.871123
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0        74922  validation    3.528151  0.870498
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0        74941  validation    3.527956  0.870507
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0        74943  validation    3.527935  0.870509
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0        74948  validation    3.527884  0.870513
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0        74949  subtrain    3.684657  0.871141
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0        74950  subtrain    3.684646  0.871142
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0        74950  validation    3.527864  0.870516
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0        74951  validation    3.527853  0.870516
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0        74952  validation    3.527843  0.870516
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0        74953  subtrain     3.68461  0.871144
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0        74953  validation    3.527833  0.870518
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0        74954  subtrain    3.684598  0.871145
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0        74954  validation    3.527823  0.870519
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0        74955  subtrain    3.684586  0.871147
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0        75392  validation    3.523347  0.870857
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0        75393  validation    3.523337  0.870857
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0        75394  validation    3.523327  0.870857
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0        75437  validation    3.522889  0.870882
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0        75438  validation    3.522878  0.870882
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0        75469  validation    3.522563  0.870907
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0        75470  validation    3.522553  0.870908
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   step_number    set_name  loss_value       auc
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0        75540  subtrain    3.677657  0.871616
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0        75541  validation    3.521831  0.870957
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0        75544  validation      3.5218  0.870959
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0        75545  subtrain    3.677598  0.871619
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0        75545  validation     3.52179  0.87096
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0        75546  subtrain    3.677587  0.871619
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0        75546  validation     3.52178  0.870961
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0        75550  subtrain    3.677539  0.871627
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0        75550  validation    3.521739  0.870966
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0        75551  validation    3.521729  0.870966
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0        75552  subtrain    3.677516  0.871628
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0        75552  validation    3.521719  0.870968
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0        75553  subtrain    3.677504  0.871628
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0        75553  validation    3.521708  0.870969
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0        75554  subtrain    3.677492  0.871629
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0        75554  validation    3.521698  0.870969
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0        75555  subtrain     3.67748  0.871631
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0        75555  validation    3.521689  0.87097
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0        75560  subtrain    3.677421  0.871635
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0        75561  subtrain    3.677409  0.871636
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0        75561  validation    3.521627  0.870974
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0        75563  validation    3.521607  0.870975
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0        75564  subtrain    3.677374  0.871638
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0        75565  validation    3.521587  0.870976
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0        75566  subtrain     3.67735  0.871639
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0        75566  validation    3.521577  0.870978
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0        75568  validation    3.521556  0.87098
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0        75570  subtrain    3.677304  0.871641
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0        75575  subtrain    3.677244  0.871646
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0        75575  validation    3.521486  0.870985
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0        75577  subtrain    3.677221  0.871647
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0        75577  validation    3.521465  0.870987
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0        75579  subtrain    3.677197  0.871649
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0        75579  validation    3.521445  0.87099
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0        75580  subtrain    3.677186  0.87165
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0        75580  validation    3.521434  0.870991
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0        75581  validation    3.521425  0.870991
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0        75582  validation    3.521414  0.87099
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0        75583  subtrain     3.67715  0.871652
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0        75583  validation    3.521404  0.870992
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0        75584  subtrain    3.677138  0.871653
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0        75584  validation    3.521394  0.870992
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0        75585  subtrain    3.677127  0.871654
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0        75585  validation    3.521384  0.870992
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0        75586  subtrain    3.677115  0.871654
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0        75586  validation    3.521374  0.870993
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0        75587  subtrain    3.677103  0.871654
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0        75587  validation    3.521363  0.870993
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0        75588  subtrain    3.677091  0.871654
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0        75588  validation    3.521353  0.870994
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0        75589  subtrain     3.67708  0.871655
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0        75589  validation    3.521343  0.870995
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0        75590  subtrain    3.677068  0.871655
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0        75590  validation    3.521333  0.870995
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0        75591  subtrain    3.677055  0.871656
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0        75592  validation    3.521312  0.870996
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0        75594  validation    3.521292  0.870999
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0        75595  validation    3.521282  0.871
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0        75596  validation    3.521272  0.871
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0        75599  subtrain    3.676962  0.871662
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0        75600  subtrain     3.67695  0.871662
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0        75601  subtrain    3.676938  0.871663
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0        75605  validation     3.52118  0.871007
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0        75607  validation     3.52116  0.871008
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0        75608  validation     3.52115  0.871008
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0        75609  validation     3.52114  0.871009
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0        75610  subtrain    3.676832  0.871672
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0        75610  validation     3.52113  0.87101
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0        75611  validation    3.521119  0.871012
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0        75612  validation    3.521109  0.871012
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0        75613  subtrain    3.676796  0.871676
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0        75613  validation    3.521099  0.871012
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0        75614  subtrain    3.676785  0.871676
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0        75614  validation    3.521089  0.871012
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0        75620  validation    3.521028  0.871016
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0        75621  validation    3.521018  0.87102
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0        75623  validation    3.520998  0.87102
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0        75632  validation    3.520906  0.871029
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0        75635  validation    3.520876  0.87103
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0        75636  validation    3.520866  0.87103
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0        75637  subtrain    3.676513  0.87169
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0        75637  validation    3.520855  0.871032
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0        75638  validation    3.520846  0.871032
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0        75639  subtrain    3.676491  0.871693
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0        77113  validation    3.506026  0.872101
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0        77114  validation    3.506015  0.872101
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0        77115  subtrain    3.659254  0.872871
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0        77115  validation    3.506006  0.872102
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0        77116  subtrain    3.659242  0.872872
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0        77116  validation    3.505995  0.872104
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0        77117  subtrain     3.65923  0.872872
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0        77117  validation    3.505986  0.872104
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0        77118  subtrain    3.659219  0.872874
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0        77118  validation    3.505976  0.872104
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0        77119  subtrain    3.659207  0.872874
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0        77119  validation    3.505966  0.872105
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0        77120  subtrain    3.659196  0.872875
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0        77120  validation    3.505956  0.872107
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0        77121  subtrain    3.659184  0.872877
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0        77121  validation    3.505946  0.872108
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0        77122  subtrain    3.659173  0.872877
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0        77122  validation    3.505936  0.872108
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0        77123  subtrain    3.659161  0.872878
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0        77123  validation    3.505926  0.872109
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0        77124  subtrain    3.659149  0.87288
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0        77124  validation    3.505916  0.872108
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0        77125  subtrain    3.659138  0.87288
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0        77125  validation    3.505906  0.872108
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0        77126  subtrain    3.659126  0.872882
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0        77126  validation    3.505896  0.872108
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0        77127  subtrain    3.659114  0.872884
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0        77127  validation    3.505886  0.872109
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0        77128  subtrain    3.659103  0.872884
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0        77128  validation    3.505877  0.872111
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0        77129  subtrain    3.659091  0.872885
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0        77129  validation    3.505866  0.872112
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0        77130  subtrain     3.65908  0.872887
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0        77130  validation    3.505856  0.872113
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0        77131  subtrain    3.659068  0.872887
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0        77131  validation    3.505847  0.872114
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0        77132  subtrain    3.659056  0.872888
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0        77132  validation    3.505836  0.872114
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0        77133  subtrain    3.659045  0.872888
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0        77133  validation    3.505827  0.872115
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0        77134  subtrain    3.659033  0.87289
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0        77134  validation    3.505817  0.872116
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0        77135  subtrain    3.659022  0.87289
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0        77135  validation    3.505807  0.872116
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0        77136  subtrain     3.65901  0.87289
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0        77136  validation    3.505797  0.872117
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0        77137  subtrain    3.658999  0.872892
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0        77137  validation    3.505787  0.872118
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0        77138  subtrain    3.658987  0.872892
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0        77138  validation    3.505777  0.872118
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0        77139  subtrain    3.658976  0.872893
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0        77139  validation    3.505767  0.872118
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0        77140  subtrain    3.658964  0.872893
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0        77140  validation    3.505757  0.872118
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0        77141  subtrain    3.658952  0.872894
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0        77141  validation    3.505747  0.87212
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0        77142  subtrain    3.658941  0.872896
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0        77142  validation    3.505737  0.87212
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0        77143  subtrain    3.658929  0.872896
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0        77143  validation    3.505727  0.872122
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0        77144  subtrain    3.658918  0.872897
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0        77144  validation    3.505717  0.872122
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0        77145  subtrain    3.658906  0.872898
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0        77145  validation    3.505707  0.872123
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0        77146  subtrain    3.658895  0.872899
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0        77146  validation    3.505697  0.872124
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0        77147  subtrain    3.658883  0.8729
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0        77147  validation    3.505687  0.872124
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0        77148  subtrain    3.658871  0.8729
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0        77148  validation    3.505677  0.872124
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0        77149  subtrain     3.65886  0.872901
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0        77149  validation    3.505668  0.872125
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0        77150  subtrain    3.658849  0.872902
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0        77150  validation    3.505658  0.872125
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0        77151  subtrain    3.658837  0.872902
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0        77151  validation    3.505647  0.872126
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0        77152  subtrain    3.658825  0.872903
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0        77152  validation    3.505638  0.872125
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0        77153  subtrain    3.658814  0.872904
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0        77153  validation    3.505628  0.872127
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0        77154  subtrain    3.658802  0.872906
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0        77154  validation    3.505618  0.872127
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0        77155  subtrain    3.658791  0.872907
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0        77155  validation    3.505608  0.872128
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0        77156  subtrain    3.658779  0.872908
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0        77156  validation    3.505598  0.872129
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0        77157  subtrain    3.658767  0.872909
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0        77157  validation    3.505588  0.872129
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0        77158  subtrain    3.658756  0.87291
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0        77158  validation    3.505578  0.87213
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0        77159  subtrain    3.658744  0.872911
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0        77159  validation    3.505568  0.872132
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0        77160  subtrain    3.658733  0.872912
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0        77160  validation    3.505558  0.872132
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0        77161  subtrain    3.658721  0.872914
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0        77161  validation    3.505548  0.872134
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0        77162  subtrain    3.658709  0.872915
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0        77162  validation    3.505538  0.872133
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0        77163  subtrain    3.658698  0.872917
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0        77163  validation    3.505528  0.872135
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0        77164  subtrain    3.658687  0.872917
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0        77164  validation    3.505519  0.872135
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0        77165  validation    3.505509  0.872135
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0        77166  subtrain    3.658663  0.872918
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0        77166  validation    3.505498  0.872136
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0        77167  subtrain    3.658652  0.872918
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0        77167  validation    3.505489  0.872137
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0        77168  subtrain     3.65864  0.872919
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0        77168  validation    3.505479  0.872138
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0        77169  subtrain    3.658629  0.87292
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0        77169  validation    3.505468  0.872139
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0        77170  subtrain    3.658617  0.87292
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0        77170  validation    3.505459  0.87214
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0        77171  subtrain    3.658606  0.872921
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0        77171  validation    3.505449  0.87214
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0        77172  subtrain    3.658594  0.872921
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0        77172  validation    3.505439  0.872141
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0        77173  subtrain    3.658583  0.872921
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0        77173  validation     3.50543  0.872141
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0        77174  subtrain    3.658571  0.872922
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0        77174  validation    3.505419  0.872141
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0        77175  subtrain    3.658559  0.872923
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0        77175  validation    3.505409  0.872142
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0        77176  subtrain    3.658548  0.872924
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0        77176  validation    3.505399  0.872143
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0        77177  validation    3.505389  0.872145
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0        77178  validation    3.505379  0.872145
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0        77179  subtrain    3.658513  0.872925
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0        77179  validation    3.505369  0.872145
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0        77180  validation    3.505359  0.872145
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0        77181  validation     3.50535  0.872145
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0        77182  subtrain    3.658478  0.872929
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0        77182  validation     3.50534  0.872145
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0        77183  validation     3.50533  0.872145
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0        77184  validation     3.50532  0.872147
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0        77185  subtrain    3.658444  0.87293
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0        77185  validation     3.50531  0.872148
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0        77186  subtrain    3.658432  0.872932
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0        77186  validation      3.5053  0.872149
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0        77187  subtrain    3.658421  0.872934
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0        77187  validation     3.50529  0.87215
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0        77188  subtrain    3.658409  0.872935
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0        77188  validation     3.50528  0.872151
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0        77189  subtrain    3.658398  0.872936
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0        77189  validation     3.50527  0.872151
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0        77190  subtrain    3.658386  0.872936
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0        77190  validation     3.50526  0.872151
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0        77191  subtrain    3.658374  0.872937
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0        77191  validation     3.50525  0.872152
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0        77192  subtrain    3.658363  0.872938
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0        77192  validation    3.505241  0.872153
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0        77193  subtrain    3.658352  0.872938
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0        77193  validation     3.50523  0.872154
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0        77194  subtrain     3.65834  0.872939
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0        77194  validation     3.50522  0.872156
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0        77195  subtrain    3.658329  0.87294
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0        77195  validation    3.505211  0.872156
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0        77196  subtrain    3.658316  0.87294
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0        77196  validation      3.5052  0.872156
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0        77197  subtrain    3.658305  0.872941
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0        77197  validation    3.505191  0.872157
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0        77198  subtrain    3.658294  0.872942
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0        77198  validation     3.50518  0.872157
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0        77199  validation     3.50517  0.872158
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0        77200  subtrain     3.65827  0.872943
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0        77200  validation    3.505161  0.872159
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0        77201  subtrain    3.658259  0.872944
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0        77201  validation     3.50515  0.87216
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0        77202  subtrain    3.658247  0.872945
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0        77202  validation    3.505141  0.872162
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0        77203  subtrain    3.658236  0.872945
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0        77203  validation    3.505131  0.872163
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0        77204  subtrain    3.658224  0.872948
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0        77204  validation    3.505121  0.872164
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0        77205  subtrain    3.658213  0.872948
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0        77205  validation    3.505111  0.872164
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0        77206  subtrain    3.658201  0.872949
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0        77206  validation    3.505101  0.872167
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0        77207  subtrain     3.65819  0.872949
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0        77207  validation    3.505091  0.872169
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0        77208  subtrain    3.658178  0.872951
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0        77208  validation    3.505082  0.87217
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0        77209  subtrain    3.658166  0.872953
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0        77209  validation    3.505072  0.87217
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0        77210  subtrain    3.658155  0.872954
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0        77210  validation    3.505061  0.872172
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0        77211  subtrain    3.658143  0.872955
   step_number    set_name  loss_value       auc
0        77211  validation    3.505051  0.872172
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0        77212  subtrain    3.658132  0.872956
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0        77212  validation    3.505042  0.872174
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0        77213  subtrain     3.65812  0.87296
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0        77213  validation    3.505032  0.872175
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0        77214  subtrain    3.658109  0.872961
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0        77214  validation    3.505022  0.872176
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0        77215  subtrain    3.658097  0.872962
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0        77215  validation    3.505012  0.872176
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0        77216  subtrain    3.658086  0.872962
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0        77216  validation    3.505002  0.872178
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0        77217  subtrain    3.658074  0.872962
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0        77217  validation    3.504992  0.872179
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0        77218  subtrain    3.658062  0.872962
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0        77218  validation    3.504982  0.872179
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0        77219  subtrain    3.658051  0.872964
   step_number    set_name  loss_value      auc
0        77219  validation    3.504972  0.87218
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0        77220  subtrain     3.65804  0.872964
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0        77220  validation    3.504962  0.87218
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0        77221  subtrain    3.658028  0.872965
   step_number    set_name  loss_value       auc
0        77221  validation    3.504952  0.872181
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0        77222  subtrain    3.658016  0.872967
   step_number    set_name  loss_value       auc
0        77222  validation    3.504942  0.872182
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0        77223  subtrain    3.658005  0.872968
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0        77223  validation    3.504933  0.872183
   step_number  set_name  loss_value       auc
0        77224  subtrain    3.657993  0.872969
   step_number    set_name  loss_value       auc
0        77224  validation    3.504923  0.872184
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0        77225  subtrain    3.657982  0.872972
   step_number    set_name  loss_value       auc
0        77225  validation    3.504913  0.872184
   step_number  set_name  loss_value       auc
0        77226  subtrain     3.65797  0.872972
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0        77415  validation    3.503029  0.872304
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0        77418  validation    3.502999  0.872306
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0        77419  validation     3.50299  0.872307
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0        77421  subtrain     3.65572  0.873126
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0        77421  validation    3.502969  0.872307
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0        77423  subtrain    3.655697  0.873127
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0        77423  validation     3.50295  0.872308
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0        77424  subtrain    3.655686  0.873128
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0        77424  validation     3.50294  0.872309
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0        77425  validation     3.50293  0.87231
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0        77430  validation    3.502881  0.872314
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0        77431  subtrain    3.655605  0.873136
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0        77431  validation     3.50287  0.872315
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0        77432  subtrain    3.655594  0.873136
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0        77432  validation    3.502861  0.872315
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0        77433  subtrain    3.655582  0.873136
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0        77433  validation    3.502851  0.872315
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0        77434  subtrain    3.655571  0.873136
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0        77434  validation    3.502841  0.872316
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0        77435  subtrain    3.655559  0.873137
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0        77435  validation    3.502831  0.872316
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0        77436  subtrain    3.655548  0.873139
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0        77436  validation    3.502821  0.872318
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0        77437  subtrain    3.655536  0.873139
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0        77437  validation    3.502812  0.872319
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0        77438  validation    3.502801  0.872319
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0        77439  validation    3.502791  0.872319
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0        77440  subtrain    3.655502  0.873141
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0        77440  validation    3.502781  0.87232
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0        77441  subtrain     3.65549  0.873142
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0        77441  validation    3.502771  0.87232
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0        77443  validation    3.502752  0.87232
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0        77444  validation    3.502742  0.87232
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0        77445  subtrain    3.655444  0.873144
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0        77445  validation    3.502732  0.872321
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0        77446  subtrain    3.655432  0.873145
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0        77446  validation    3.502722  0.872321
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0        77447  subtrain    3.655421  0.873146
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0        77447  validation    3.502712  0.872321
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0        77448  subtrain    3.655409  0.873146
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0        77448  validation    3.502703  0.872322
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0        77449  subtrain    3.655398  0.873147
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0        77449  validation    3.502692  0.872322
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0        77450  subtrain    3.655386  0.873148
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0        77450  validation    3.502683  0.872324
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0        77451  subtrain    3.655374  0.87315
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0        77451  validation    3.502672  0.872325
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0        77452  subtrain    3.655363  0.87315
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0        77452  validation    3.502662  0.872325
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0        77453  subtrain    3.655351  0.873151
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0        77453  validation    3.502653  0.872325
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0        77454  subtrain     3.65534  0.873152
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0        77794  validation    3.499287  0.872575
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0        77796  subtrain    3.651409  0.873405
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0        78816  subtrain     3.63979  0.874213
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0        78912  subtrain    3.638704  0.874283
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0        78913  subtrain    3.638692  0.874284
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0        78914  subtrain    3.638681  0.874284
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0        78942  subtrain    3.638364  0.87431
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0        78942  validation    3.488081  0.87336
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0        78943  subtrain    3.638352  0.874312
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0        78943  validation    3.488071  0.873362
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0        78944  subtrain    3.638341  0.874313
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0        78944  validation    3.488062  0.873362
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0        78945  subtrain     3.63833  0.874313
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0        78945  validation    3.488052  0.873362
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0        78946  subtrain    3.638319  0.874314
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0        78946  validation    3.488043  0.873362
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0        78947  subtrain    3.638308  0.874314
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0        78947  validation    3.488033  0.873362
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0        78948  subtrain    3.638296  0.874314
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0        78948  validation    3.488024  0.873363
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0        78949  subtrain    3.638285  0.874315
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0        78949  validation    3.488013  0.873363
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0        78950  subtrain    3.638274  0.874316
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0        78950  validation    3.488004  0.873363
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0        78951  subtrain    3.638262  0.874316
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0        78951  validation    3.487994  0.873363
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0        78952  subtrain    3.638252  0.874316
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0        78952  validation    3.487985  0.873364
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0        78953  subtrain     3.63824  0.874318
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0        78953  validation    3.487975  0.873366
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0        78954  subtrain    3.638228  0.874319
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0        78954  validation    3.487965  0.873366
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0        78955  subtrain    3.638217  0.874319
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0        78955  validation    3.487956  0.873368
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0        78956  subtrain    3.638206  0.87432
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0        78956  validation    3.487946  0.873369
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0        78957  subtrain    3.638194  0.87432
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0        78957  validation    3.487936  0.873369
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0        78958  subtrain    3.638183  0.874322
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0        78958  validation    3.487926  0.873372
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0        78959  subtrain    3.638172  0.874323
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0        78959  validation    3.487917  0.873373
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0        78960  subtrain     3.63816  0.874324
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0        78960  validation    3.487907  0.873374
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0        78961  subtrain    3.638149  0.874324
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0        78961  validation    3.487897  0.873374
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0        78962  subtrain    3.638138  0.874325
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0        78962  validation    3.487887  0.873375
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0        78963  subtrain    3.638127  0.874325
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0        78963  validation    3.487878  0.873376
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0        78964  subtrain    3.638115  0.874326
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0        78964  validation    3.487868  0.873377
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0        78965  subtrain    3.638104  0.874327
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0        78965  validation    3.487858  0.873378
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0        78966  subtrain    3.638092  0.874328
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0        78966  validation    3.487849  0.873378
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0        78967  subtrain    3.638081  0.874328
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0        78967  validation    3.487839  0.873379
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0        78968  subtrain     3.63807  0.874328
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0        78968  validation     3.48783  0.873379
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0        78969  subtrain    3.638059  0.874329
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0        78970  subtrain    3.638047  0.87433
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0        78970  validation    3.487811  0.873381
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0        78971  subtrain    3.638036  0.87433
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0        78971  validation      3.4878  0.873382
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0        78972  subtrain    3.638025  0.874331
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0        78972  validation    3.487791  0.873383
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0        78973  subtrain    3.638014  0.874331
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0        78973  validation    3.487781  0.873383
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0        78974  subtrain    3.638002  0.874332
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0        78974  validation    3.487772  0.873383
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0        78975  subtrain    3.637991  0.874332
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0        78975  validation    3.487762  0.873384
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0        78976  subtrain     3.63798  0.874333
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0        78976  validation    3.487752  0.873385
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0        78977  subtrain    3.637968  0.874333
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0        78977  validation    3.487742  0.873386
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0        78978  subtrain    3.637957  0.874333
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0        78978  validation    3.487733  0.873388
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0        78979  subtrain    3.637946  0.874334
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0        78979  validation    3.487723  0.873388
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0        78980  subtrain    3.637934  0.874335
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0        78980  validation    3.487714  0.873388
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0        78981  subtrain    3.637923  0.874335
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0        78981  validation    3.487704  0.873389
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0        78982  subtrain    3.637912  0.874336
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0        78982  validation    3.487695  0.873388
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0        78983  subtrain      3.6379  0.874337
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0        78983  validation    3.487685  0.873389
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0        78984  subtrain    3.637889  0.874337
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0        78984  validation    3.487675  0.873391
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0        78985  subtrain    3.637878  0.874338
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0        78985  validation    3.487665  0.873392
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0        78986  subtrain    3.637866  0.874339
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0        78986  validation    3.487655  0.873392
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0        78987  subtrain    3.637855  0.874338
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0        78987  validation    3.487645  0.873393
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0        78988  subtrain    3.637844  0.874338
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0        78988  validation    3.487636  0.873395
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0        78989  subtrain    3.637833  0.874339
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0        78989  validation    3.487627  0.873395
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0        78990  subtrain    3.637821  0.87434
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0        78990  validation    3.487616  0.873396
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0        78991  subtrain     3.63781  0.87434
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0        78991  validation    3.487607  0.873399
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0        78992  validation    3.487598  0.873399
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0        78993  subtrain    3.637788  0.874342
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0        78994  subtrain    3.637776  0.874344
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0        78994  validation    3.487578  0.873401
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0        78995  subtrain    3.637765  0.874344
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0        78995  validation    3.487569  0.873402
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0        78997  validation    3.487549  0.873404
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0        78998  validation    3.487539  0.873406
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0        78999  subtrain     3.63772  0.874348
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0        78999  validation     3.48753  0.873407
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0        79000  subtrain    3.637709  0.874348
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0        79000  validation    3.487521  0.873408
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0        79001  subtrain    3.637697  0.874348
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0        79001  validation     3.48751  0.873408
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0        79002  validation    3.487501  0.873408
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0        79003  subtrain    3.637674  0.874348
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0        79003  validation    3.487491  0.873408
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0        79004  validation    3.487481  0.87341
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0        79006  validation    3.487462  0.87341
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0        79009  subtrain    3.637607  0.874353
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0        79009  validation    3.487433  0.873414
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0        79010  validation    3.487423  0.873414
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0        79011  subtrain    3.637584  0.874355
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0        79011  validation    3.487413  0.873415
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0        79013  validation    3.487394  0.873415
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0        79014  validation    3.487384  0.873415
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0        79015  validation    3.487375  0.873416
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0        79018  validation    3.487346  0.873416
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0        79019  validation    3.487336  0.873417
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0        79020  subtrain    3.637482  0.874361
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0        79020  validation    3.487326  0.873417
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0        79021  validation    3.487317  0.873417
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0        79022  subtrain     3.63746  0.874361
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0        79022  validation    3.487307  0.873418
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0        79023  validation    3.487298  0.873418
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0        79024  validation    3.487288  0.873419
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0        79025  subtrain    3.637426  0.874363
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0        79025  validation    3.487278  0.873419
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0        79026  subtrain    3.637414  0.874364
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0        79026  validation    3.487268  0.873419
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0        79027  subtrain    3.637403  0.874366
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0        79027  validation    3.487259  0.87342
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0        79028  validation    3.487249  0.87342
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0        79030  validation     3.48723  0.873421
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0        79031  validation     3.48722  0.873422
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0        79032  subtrain    3.637347  0.874373
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0        79032  validation     3.48721  0.873423
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0        79033  validation    3.487201  0.873424
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0        79034  subtrain    3.637324  0.874374
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0        79034  validation    3.487191  0.873426
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0        79035  subtrain    3.637313  0.874374
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0        79035  validation    3.487181  0.873427
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0        79036  subtrain    3.637301  0.874375
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0        79036  validation    3.487172  0.873428
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0        79037  subtrain     3.63729  0.874376
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0        79037  validation    3.487162  0.873428
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0        79038  validation    3.487152  0.873428
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0        79039  subtrain    3.637267  0.874376
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0        79039  validation    3.487142  0.873429
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0        79040  subtrain    3.637256  0.874376
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0        79040  validation    3.487133  0.87343
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0        79041  subtrain    3.637245  0.874377
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0        79041  validation    3.487123  0.873431
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0        79042  subtrain    3.637233  0.874377
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0        79042  validation    3.487114  0.873431
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0        79377  validation     3.48388  0.873664
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0        79411  validation    3.483552  0.873688
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0        79413  validation    3.483533  0.873692
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0        79414  subtrain    3.633039  0.874677
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0        79414  validation    3.483523  0.873692
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0        79415  subtrain    3.633028  0.874679
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0        79415  validation    3.483514  0.873694
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0        79416  subtrain    3.633016  0.87468
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0        79416  validation    3.483504  0.873696
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0        79417  subtrain    3.633005  0.874681
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0        79419  subtrain    3.632982  0.874682
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0        79419  validation    3.483475  0.873698
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0        79420  subtrain    3.632972  0.874683
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0        79420  validation    3.483466  0.873701
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0        79421  subtrain     3.63296  0.874684
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0        79421  validation    3.483456  0.873702
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0        79422  validation    3.483447  0.873704
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0        79423  subtrain    3.632937  0.874686
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0        79423  validation    3.483437  0.873704
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0        79424  subtrain    3.632926  0.874687
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0        79424  validation    3.483427  0.873705
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0        79425  subtrain    3.632915  0.874689
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0        79425  validation    3.483417  0.873705
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0        79426  subtrain    3.632904  0.874689
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0        79426  validation    3.483408  0.873706
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0        79427  subtrain    3.632893  0.87469
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0        79427  validation    3.483398  0.873707
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0        79431  subtrain    3.632848  0.874694
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0        79432  subtrain    3.632836  0.874695
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0        79432  validation     3.48335  0.873712
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0        79433  subtrain    3.632825  0.874696
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0        79433  validation    3.483341  0.873712
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0        79434  subtrain    3.632814  0.874696
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0        79434  validation    3.483331  0.873713
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0        79435  subtrain    3.632803  0.874698
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0        79435  validation    3.483321  0.873715
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0        79436  subtrain    3.632792  0.874699
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0        79436  validation    3.483311  0.873715
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0        79437  subtrain     3.63278  0.8747
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0        79437  validation    3.483302  0.873716
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0        79438  subtrain    3.632768  0.874701
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0        79438  validation    3.483292  0.873716
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0        79439  subtrain    3.632757  0.874701
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0        79439  validation    3.483282  0.873716
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0        79440  subtrain    3.632746  0.874701
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0        79440  validation    3.483273  0.873716
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0        79441  subtrain    3.632735  0.874704
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0        79441  validation    3.483264  0.873716
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0        79442  subtrain    3.632724  0.874704
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0        79442  validation    3.483254  0.873716
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0        79443  subtrain    3.632713  0.874705
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0        79443  validation    3.483244  0.873717
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0        79444  subtrain    3.632701  0.874706
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0        79444  validation    3.483234  0.873717
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0        79445  subtrain     3.63269  0.874707
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0        79445  validation    3.483225  0.873717
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0        79446  subtrain    3.632679  0.874708
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0        79446  validation    3.483215  0.873718
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0        79447  subtrain    3.632668  0.874708
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0        79447  validation    3.483206  0.873718
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0        79448  subtrain    3.632656  0.874708
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0        79448  validation    3.483196  0.873719
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0        79449  subtrain    3.632645  0.874709
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0        79449  validation    3.483187  0.87372
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0        79451  validation    3.483167  0.873721
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0        79452  validation    3.483157  0.873723
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0        79453  validation    3.483148  0.873723
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0        79454  validation    3.483138  0.873724
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0        79455  validation    3.483129  0.873724
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0        79456  validation    3.483119  0.873725
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0        79457  validation    3.483109  0.873726
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0        79458  validation      3.4831  0.873728
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0        79460  validation     3.48308  0.873727
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0        79462  validation    3.483061  0.873729
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0        79464  subtrain    3.632477  0.87472
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0        79465  subtrain    3.632465  0.874721
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0        79465  validation    3.483032  0.873731
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0        79466  subtrain    3.632453  0.874721
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0        79466  validation    3.483023  0.873732
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0        79467  subtrain    3.632442  0.874722
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0        79467  validation    3.483013  0.873733
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0        79468  subtrain    3.632431  0.874723
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0        79468  validation    3.483004  0.873734
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0        79469  validation    3.482994  0.873735
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0        79470  validation    3.482984  0.873736
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0        79472  validation    3.482965  0.873736
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0        79473  validation    3.482955  0.873737
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0        79475  validation    3.482936  0.873739
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0        79476  validation    3.482927  0.87374
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0        79477  subtrain     3.63233  0.874728
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0        79477  validation    3.482917  0.873741
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0        79478  validation    3.482908  0.873742
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0        79479  subtrain    3.632308  0.874728
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0        79479  validation    3.482898  0.873744
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0        79480  subtrain    3.632296  0.874728
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0        79480  validation    3.482888  0.873744
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0        79481  validation    3.482878  0.873744
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0        79482  validation    3.482869  0.873746
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0        79483  validation    3.482859  0.873746
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0        79486  validation    3.482831  0.87375
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0        79487  validation    3.482821  0.873751
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0        79489  validation    3.482802  0.873753
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0        79490  subtrain    3.632184  0.874734
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0        79491  subtrain    3.632173  0.874736
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0        79491  validation    3.482782  0.873755
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0        79492  validation    3.482773  0.873755
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0        79493  subtrain     3.63215  0.874738
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0        79493  validation    3.482763  0.873756
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0        79496  subtrain    3.632116  0.874738
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0        79496  validation    3.482734  0.873757
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0        79497  subtrain    3.632105  0.874738
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0        79497  validation    3.482725  0.873759
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0        79498  validation    3.482715  0.873759
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0        80477  validation    3.473367  0.874399
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0        81212  validation    3.466416  0.874895
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0        81219  validation     3.46635  0.874902
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0        81220  subtrain    3.612938  0.875994
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0        81220  validation    3.466341  0.874904
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0        81223  validation    3.466312  0.874905
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0        81224  validation    3.466303  0.874905
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0        81225  validation    3.466294  0.874906
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0        81226  subtrain    3.612871  0.875998
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0        81226  validation    3.466284  0.874907
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0        81227  subtrain    3.612861  0.875998
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0        81227  validation    3.466274  0.874907
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0        81228  subtrain     3.61285  0.875998
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0        81228  validation    3.466265  0.874907
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0        81229  subtrain    3.612839  0.875999
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0        81229  validation    3.466256  0.874908
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0        81230  subtrain    3.612828  0.875998
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0        81230  validation    3.466247  0.874909
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0        81231  subtrain    3.612817  0.875998
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0        81231  validation    3.466237  0.87491
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0        81232  validation    3.466227  0.874911
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0        81233  subtrain    3.612795  0.876
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0        81233  validation    3.466218  0.874912
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0        81234  subtrain    3.612784  0.876
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0        81234  validation    3.466209  0.874912
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0        81235  subtrain    3.612773  0.876
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0        81235  validation      3.4662  0.874913
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0        81236  subtrain    3.612762  0.876002
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0        81236  validation     3.46619  0.874913
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0        81237  subtrain    3.612751  0.876002
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0        81237  validation    3.466181  0.874914
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0        81238  subtrain     3.61274  0.876002
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0        81238  validation    3.466171  0.874915
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0        81239  subtrain    3.612729  0.876003
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0        81239  validation    3.466162  0.874915
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0        81240  subtrain    3.612718  0.876004
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0        81240  validation    3.466153  0.874915
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0        81241  subtrain    3.612707  0.876005
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0        81241  validation    3.466143  0.874915
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0        81242  subtrain    3.612695  0.876005
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0        81242  validation    3.466134  0.874915
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0        81243  subtrain    3.612685  0.876006
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0        81243  validation    3.466124  0.874915
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0        81244  subtrain    3.612674  0.876008
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0        81244  validation    3.466116  0.874916
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0        81245  subtrain    3.612663  0.876008
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0        81245  validation    3.466105  0.874916
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0        81246  subtrain    3.612652  0.876009
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0        81246  validation    3.466096  0.874917
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0        81247  subtrain    3.612641  0.87601
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0        81247  validation    3.466086  0.874917
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0        81248  subtrain     3.61263  0.876011
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0        81248  validation    3.466077  0.874917
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0        81249  subtrain    3.612619  0.876012
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0        81249  validation    3.466068  0.874918
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0        81250  subtrain    3.612607  0.876013
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0        81250  validation    3.466058  0.874919
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0        81251  subtrain    3.612597  0.876013
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0        81251  validation    3.466049  0.87492
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0        81252  subtrain    3.612586  0.876013
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0        81252  validation     3.46604  0.87492
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0        81253  subtrain    3.612575  0.876014
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0        81253  validation     3.46603  0.874922
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0        81254  subtrain    3.612564  0.876014
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0        81254  validation    3.466021  0.874924
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0        81255  subtrain    3.612552  0.876015
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0        81255  validation    3.466011  0.874924
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0        81256  subtrain    3.612541  0.876016
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0        81256  validation    3.466002  0.874924
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0        81257  subtrain    3.612531  0.876016
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0        81257  validation    3.465993  0.874925
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0        81258  subtrain     3.61252  0.876018
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0        81258  validation    3.465984  0.874926
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0        81259  subtrain    3.612509  0.876019
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0        81259  validation    3.465974  0.874926
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0        81260  subtrain    3.612498  0.87602
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0        81260  validation    3.465965  0.874927
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0        81261  subtrain    3.612487  0.87602
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0        81261  validation    3.465955  0.874927
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0        81262  subtrain    3.612476  0.876021
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0        81262  validation    3.465946  0.874928
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0        81263  subtrain    3.612464  0.876022
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0        81263  validation    3.465936  0.874929
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0        81264  subtrain    3.612453  0.876024
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0        81264  validation    3.465927  0.87493
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0        81265  subtrain    3.612442  0.876025
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0        81265  validation    3.465917  0.87493
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0        81266  subtrain    3.612432  0.876025
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0        81266  validation    3.465908  0.87493
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0        81267  subtrain    3.612421  0.876026
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0        81267  validation    3.465899  0.87493
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0        81268  subtrain    3.612409  0.876027
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0        81268  validation    3.465889  0.87493
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0        81269  subtrain    3.612398  0.876027
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0        81269  validation     3.46588  0.874931
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0        81270  subtrain    3.612387  0.876028
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0        81270  validation     3.46587  0.874932
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0        81271  subtrain    3.612376  0.876028
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0        81271  validation    3.465861  0.874932
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0        81272  subtrain    3.612366  0.876028
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0        81272  validation    3.465852  0.874933
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0        81273  subtrain    3.612354  0.876028
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0        81273  validation    3.465842  0.874934
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0        81274  subtrain    3.612343  0.876029
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0        81274  validation    3.465833  0.874934
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0        81275  subtrain    3.612332  0.876029
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0        81275  validation    3.465823  0.874935
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0        81276  subtrain    3.612321  0.87603
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0        81276  validation    3.465814  0.874935
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0        81277  subtrain     3.61231  0.876031
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0        81277  validation    3.465804  0.874936
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0        81278  subtrain      3.6123  0.876031
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0        81278  validation    3.465795  0.874936
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0        81279  subtrain    3.612289  0.876034
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0        81279  validation    3.465786  0.874936
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0        81280  subtrain    3.612278  0.876034
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0        81280  validation    3.465776  0.874937
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0        81281  subtrain    3.612266  0.876035
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0        81281  validation    3.465767  0.874937
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0        81282  subtrain    3.612256  0.876035
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0        81282  validation    3.465758  0.874938
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0        81283  subtrain    3.612245  0.876036
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0        81283  validation    3.465748  0.874938
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0        81284  subtrain    3.612234  0.876036
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0        81284  validation    3.465739  0.87494
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0        81285  subtrain    3.612223  0.876037
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0        81285  validation     3.46573  0.87494
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0        81286  subtrain    3.612211  0.876039
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0        81286  validation     3.46572  0.874941
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0        81287  subtrain      3.6122  0.87604
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0        81287  validation     3.46571  0.874942
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0        81288  subtrain     3.61219  0.876041
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0        81288  validation    3.465701  0.874943
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0        81289  subtrain    3.612178  0.876042
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0        81289  validation    3.465692  0.874943
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0        81290  subtrain    3.612167  0.876042
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0        81290  validation    3.465682  0.874943
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0        81291  subtrain    3.612156  0.876042
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0        81291  validation    3.465673  0.874943
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0        81292  subtrain    3.612145  0.876042
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0        81292  validation    3.465663  0.874943
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0        81293  subtrain    3.612134  0.876044
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0        81293  validation    3.465654  0.874944
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0        81294  subtrain    3.612123  0.876044
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0        81294  validation    3.465645  0.874945
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0        81295  subtrain    3.612113  0.876044
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0        81295  validation    3.465636  0.874944
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0        81296  subtrain    3.612101  0.876044
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0        81296  validation    3.465626  0.874945
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0        81297  subtrain     3.61209  0.876044
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0        81297  validation    3.465616  0.874946
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0        81298  subtrain    3.612079  0.876045
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0        81298  validation    3.465607  0.874947
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0        81299  subtrain    3.612068  0.876047
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0        81299  validation    3.465598  0.874947
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0        81300  subtrain    3.612057  0.876048
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0        81300  validation    3.465588  0.874948
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0        81301  subtrain    3.612047  0.876048
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0        81301  validation     3.46558  0.874948
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0        81302  subtrain    3.612035  0.876049
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0        81302  validation    3.465569  0.874948
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0        81303  subtrain    3.612025  0.87605
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0        81303  validation     3.46556  0.874948
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0        81304  subtrain    3.612013  0.876053
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0        81304  validation    3.465551  0.874948
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0        81305  subtrain    3.612002  0.876054
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0        81305  validation    3.465541  0.874949
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0        81306  subtrain    3.611991  0.876056
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0        81306  validation    3.465532  0.874949
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0        81307  subtrain     3.61198  0.876057
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0        81307  validation    3.465523  0.874949
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0        81308  subtrain    3.611969  0.876058
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0        81308  validation    3.465513  0.87495
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0        81309  subtrain    3.611958  0.876059
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0        81309  validation    3.465504  0.874952
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0        81310  subtrain    3.611947  0.876059
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0        81310  validation    3.465494  0.874952
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0        81311  subtrain    3.611936  0.876059
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0        81311  validation    3.465485  0.874952
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0        81312  subtrain    3.611925  0.87606
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0        81312  validation    3.465475  0.874952
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0        81313  subtrain    3.611914  0.876061
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0        81313  validation    3.465466  0.874954
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0        81314  subtrain    3.611903  0.876062
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0        81314  validation    3.465457  0.874954
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0        81315  subtrain    3.611892  0.876063
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0        81315  validation    3.465448  0.874955
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0        81316  subtrain    3.611882  0.876064
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0        81316  validation    3.465438  0.874956
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0        81317  subtrain     3.61187  0.876065
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0        81317  validation    3.465429  0.874956
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0        81318  subtrain    3.611859  0.876066
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0        81318  validation     3.46542  0.874956
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0        81319  subtrain    3.611848  0.876067
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0        81319  validation     3.46541  0.874956
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0        81320  subtrain    3.611837  0.876067
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0        81320  validation      3.4654  0.874956
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0        81321  subtrain    3.611827  0.876069
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0        81321  validation    3.465391  0.874956
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0        81322  subtrain    3.611815  0.876069
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0        81322  validation    3.465382  0.874957
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0        81323  subtrain    3.611805  0.87607
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0        81323  validation    3.465372  0.874958
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0        81324  subtrain    3.611794  0.876072
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0        81324  validation    3.465363  0.874958
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0        81325  subtrain    3.611783  0.876072
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0        81460  validation    3.464086  0.875052
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0        81461  subtrain    3.610288  0.876168
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0        81461  validation    3.464077  0.875052
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0        81462  subtrain    3.610277  0.876169
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0        81462  validation    3.464067  0.875053
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0        81463  subtrain    3.610266  0.876168
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0        81464  subtrain    3.610255  0.876169
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0        81464  validation    3.464048  0.875053
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0        81465  subtrain    3.610244  0.87617
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0        81465  validation     3.46404  0.875054
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0        81466  subtrain    3.610233  0.876171
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0        81466  validation     3.46403  0.875054
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0        81467  subtrain    3.610222  0.876172
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0        81467  validation     3.46402  0.875054
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0        81468  subtrain    3.610211  0.876173
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0        81468  validation    3.464011  0.875055
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0        81469  subtrain      3.6102  0.876175
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0        81469  validation    3.464002  0.875056
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0        81470  subtrain    3.610189  0.876175
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0        81470  validation    3.463992  0.875056
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0        81471  subtrain    3.610178  0.876176
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0        81471  validation    3.463983  0.87506
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0        81472  subtrain    3.610167  0.876176
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0        81472  validation    3.463974  0.875061
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0        81473  subtrain    3.610156  0.876177
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0        81473  validation    3.463964  0.875061
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0        81474  subtrain    3.610145  0.876178
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0        81474  validation    3.463955  0.875062
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0        81475  subtrain    3.610134  0.876178
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0        81475  validation    3.463945  0.875062
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0        81476  subtrain    3.610123  0.876179
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0        81476  validation    3.463936  0.875063
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0        81477  subtrain    3.610112  0.87618
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0        81477  validation    3.463927  0.875064
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0        81478  subtrain    3.610101  0.876182
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0        81478  validation    3.463917  0.875064
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0        81479  subtrain     3.61009  0.876182
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0        81479  validation    3.463908  0.875065
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0        81480  subtrain     3.61008  0.876183
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0        81480  validation    3.463898  0.875065
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0        81481  subtrain    3.610068  0.876183
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0        81481  validation    3.463889  0.875066
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0        81482  subtrain    3.610058  0.876183
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0        81482  validation     3.46388  0.875067
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0        81483  subtrain    3.610046  0.876184
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0        81483  validation    3.463871  0.875068
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0        81484  subtrain    3.610036  0.876184
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0        81485  subtrain    3.610025  0.876184
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0        81486  subtrain    3.610014  0.876184
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0        81486  validation    3.463842  0.875071
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0        81487  subtrain    3.610002  0.876184
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0        81487  validation    3.463833  0.875071
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0        81488  subtrain    3.609991  0.876187
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0        81488  validation    3.463823  0.875071
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0        81489  subtrain    3.609981  0.876187
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0        81489  validation    3.463814  0.875071
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0        81490  subtrain     3.60997  0.876188
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0        81490  validation    3.463805  0.875072
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0        81491  subtrain    3.609959  0.876188
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0        81491  validation    3.463795  0.875073
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0        81492  subtrain    3.609948  0.876188
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0        81492  validation    3.463786  0.875073
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0        81493  subtrain    3.609936  0.876189
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0        81493  validation    3.463777  0.875073
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0        81494  subtrain    3.609926  0.876189
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0        81494  validation    3.463767  0.875072
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0        81495  subtrain    3.609915  0.876189
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0        81495  validation    3.463758  0.875072
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0        81496  subtrain    3.609904  0.87619
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0        81496  validation    3.463748  0.875072
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0        81497  subtrain    3.609893  0.87619
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0        81497  validation    3.463739  0.875072
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0        81498  subtrain    3.609882  0.876191
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0        81498  validation    3.463729  0.875072
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0        81499  subtrain    3.609871  0.876192
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0        81499  validation     3.46372  0.875072
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0        81500  subtrain     3.60986  0.876192
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0        81500  validation    3.463711  0.875073
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0        81501  subtrain    3.609849  0.876193
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0        81501  validation    3.463701  0.875074
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0        81502  subtrain    3.609838  0.876193
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0        81502  validation    3.463692  0.875075
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0        81503  subtrain    3.609827  0.876193
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0        81503  validation    3.463683  0.875076
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0        81504  subtrain    3.609816  0.876195
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0        81504  validation    3.463673  0.875076
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0        81505  subtrain    3.609804  0.876195
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0        81505  validation    3.463664  0.875077
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0        81506  subtrain    3.609794  0.876197
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0        81506  validation    3.463655  0.875077
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0        81507  subtrain    3.609783  0.876197
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0        81507  validation    3.463645  0.875078
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0        81508  subtrain    3.609772  0.876197
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0        81508  validation    3.463636  0.875079
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0        81509  subtrain    3.609761  0.876198
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0        81509  validation    3.463627  0.875079
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0        81510  subtrain     3.60975  0.876199
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0        81510  validation    3.463618  0.875079
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0        81511  subtrain    3.609739  0.8762
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0        81511  validation    3.463607  0.87508
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0        81512  subtrain    3.609728  0.8762
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0        81512  validation    3.463598  0.87508
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0        81513  subtrain    3.609717  0.876201
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0        81513  validation    3.463589  0.87508
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0        81514  subtrain    3.609707  0.876201
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0        81514  validation     3.46358  0.87508
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0        81515  subtrain    3.609695  0.876202
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0        81515  validation    3.463571  0.87508
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0        81516  subtrain    3.609684  0.876203
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0        81516  validation    3.463561  0.875081
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0        81517  subtrain    3.609674  0.876205
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0        81517  validation    3.463552  0.875081
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0        81518  subtrain    3.609663  0.876206
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0        81518  validation    3.463542  0.875082
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0        81519  subtrain    3.609651  0.876206
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0        81519  validation    3.463533  0.875083
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0        81520  subtrain     3.60964  0.876207
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0        81520  validation    3.463523  0.875083
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0        81521  subtrain    3.609629  0.876207
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0        81521  validation    3.463514  0.875083
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0        81522  subtrain    3.609618  0.876208
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0        81522  validation    3.463505  0.875084
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0        81523  subtrain    3.609607  0.87621
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0        81523  validation    3.463495  0.875084
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0        81524  subtrain    3.609596  0.87621
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0        81524  validation    3.463486  0.875085
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0        81525  validation    3.463477  0.875086
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0        81526  subtrain    3.609575  0.876211
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0        81526  validation    3.463467  0.875087
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0        81527  subtrain    3.609564  0.876212
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0        81527  validation    3.463458  0.875087
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0        81528  subtrain    3.609553  0.876213
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0        81528  validation    3.463449  0.875087
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0        81529  subtrain    3.609541  0.876215
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0        81529  validation    3.463439  0.875088
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0        81530  validation     3.46343  0.875088
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0        81531  subtrain     3.60952  0.876215
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0        81531  validation     3.46342  0.875088
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0        81532  subtrain    3.609509  0.876215
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0        81532  validation    3.463411  0.875088
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0        81533  subtrain    3.609498  0.876215
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0        81533  validation    3.463402  0.875089
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0        81534  subtrain    3.609487  0.876216
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0        81534  validation    3.463392  0.875089
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0        81535  subtrain    3.609476  0.876217
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0        81535  validation    3.463382  0.875089
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0        81536  subtrain    3.609464  0.876217
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0        81536  validation    3.463373  0.87509
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0        81537  subtrain    3.609453  0.876218
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0        81537  validation    3.463364  0.875091
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0        81538  subtrain    3.609442  0.876219
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0        81538  validation    3.463354  0.87509
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0        81539  subtrain    3.609432  0.87622
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0        81539  validation    3.463346  0.875091
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0        81540  subtrain     3.60942  0.87622
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0        81540  validation    3.463336  0.875092
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0        81541  subtrain     3.60941  0.876222
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0        81541  validation    3.463326  0.875092
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0        81542  subtrain    3.609399  0.876223
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0        81542  validation    3.463317  0.875092
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0        81543  subtrain    3.609388  0.876224
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0        81543  validation    3.463307  0.875093
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0        81544  validation    3.463298  0.875093
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0        81545  subtrain    3.609366  0.876226
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0        81545  validation    3.463289  0.875094
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0        81546  subtrain    3.609355  0.876227
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0        81546  validation     3.46328  0.875096
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0        81547  subtrain    3.609344  0.876227
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0        81547  validation     3.46327  0.875097
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0        81548  subtrain    3.609333  0.876227
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0        81548  validation    3.463261  0.875097
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0        81549  validation    3.463252  0.875098
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0        81550  subtrain    3.609311  0.876228
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0        81550  validation    3.463243  0.875098
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0        81551  subtrain      3.6093  0.876229
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0        81551  validation    3.463233  0.875098
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0        81552  subtrain    3.609289  0.876229
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0        81552  validation    3.463224  0.875098
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0        81553  subtrain    3.609278  0.87623
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0        81610  validation     3.46268  0.875133
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0        81613  subtrain     3.60862  0.876268
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0        81613  validation    3.462652  0.875135
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0        81614  subtrain    3.608609  0.876268
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0        81615  subtrain    3.608598  0.876269
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0        81615  validation    3.462634  0.875137
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0        81616  subtrain    3.608588  0.876269
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0        81616  validation    3.462624  0.875137
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0        81617  validation    3.462615  0.875138
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0        81619  subtrain    3.608555  0.876271
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0        81620  validation    3.462587  0.875141
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0        81622  subtrain    3.608521  0.876275
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0        81624  validation    3.462549  0.875146
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0        81625  validation     3.46254  0.875146
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0        81626  validation     3.46253  0.875147
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0        81627  subtrain    3.608467  0.876277
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0        81627  validation    3.462521  0.875147
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0        81628  subtrain    3.608456  0.876277
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0        81628  validation    3.462512  0.875147
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0        81629  subtrain    3.608445  0.876277
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0        81629  validation    3.462502  0.875148
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0        81630  subtrain    3.608434  0.876277
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0        81630  validation    3.462493  0.875149
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0        81631  subtrain    3.608423  0.876277
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0        81631  validation    3.462484  0.875149
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0        81632  subtrain    3.608412  0.876278
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0        81632  validation    3.462474  0.875149
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0        81633  subtrain    3.608401  0.876279
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0        81633  validation    3.462465  0.875149
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0        81634  subtrain     3.60839  0.87628
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0        81634  validation    3.462456  0.87515
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0        81635  validation    3.462446  0.875152
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0        81636  validation    3.462437  0.875152
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0        81637  subtrain    3.608357  0.876284
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0        81637  validation    3.462427  0.875154
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0        81639  validation    3.462409  0.875155
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0        81640  subtrain    3.608324  0.876285
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0        81640  validation    3.462399  0.875156
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0        81643  validation    3.462371  0.875158
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0        81644  validation    3.462362  0.875159
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0        81645  validation    3.462353  0.875159
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0        81668  subtrain    3.608017  0.876304
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   step_number  set_name  loss_value       auc
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0        82722  subtrain    3.596542  0.877072
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0        84517  subtrain    3.577327  0.87827
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0        84517  validation     3.43597  0.876901
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0        84518  subtrain    3.577316  0.878272
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0        84518  validation    3.435961  0.876902
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0        84519  subtrain    3.577305  0.878272
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0        84519  validation    3.435951  0.876903
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0        84520  subtrain    3.577295  0.878272
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0        84520  validation    3.435943  0.876903
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0        84521  subtrain    3.577284  0.878272
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0        84521  validation    3.435934  0.876904
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0        84522  subtrain    3.577274  0.878273
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0        84523  subtrain    3.577263  0.878274
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0        84523  validation    3.435916  0.876904
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0        84524  subtrain    3.577252  0.878274
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0        84524  validation    3.435907  0.876904
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0        84525  subtrain    3.577241  0.878274
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0        84525  validation    3.435898  0.876905
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0        84526  subtrain    3.577231  0.878275
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0        84526  validation    3.435889  0.876905
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0        84527  subtrain    3.577221  0.878276
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0        84527  validation     3.43588  0.876908
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0        84528  subtrain    3.577209  0.878277
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0        84528  validation     3.43587  0.876908
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0        84529  subtrain    3.577199  0.878278
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0        84529  validation    3.435862  0.876909
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0        84530  subtrain    3.577189  0.87828
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0        84531  subtrain    3.577178  0.87828
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0        84531  validation    3.435844  0.87691
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0        84532  subtrain    3.577168  0.878281
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0        84532  validation    3.435835  0.876911
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0        84533  subtrain    3.577157  0.878281
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0        84533  validation    3.435826  0.876912
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0        84534  subtrain    3.577147  0.878282
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0        84534  validation    3.435816  0.876912
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0        84535  subtrain    3.577136  0.878283
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0        84536  subtrain    3.577125  0.878283
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0        84537  subtrain    3.577115  0.878284
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0        84538  validation    3.435781  0.876914
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0        84539  subtrain    3.577094  0.878286
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0        84539  validation    3.435771  0.876915
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0        84540  subtrain    3.577083  0.878286
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0        84540  validation    3.435762  0.876916
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0        84541  subtrain    3.577072  0.878287
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0        84541  validation    3.435754  0.876917
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0        84542  subtrain    3.577062  0.878288
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0        84542  validation    3.435745  0.876918
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0        84543  subtrain    3.577051  0.878288
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0        84544  subtrain    3.577041  0.878288
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0        84548  subtrain    3.576998  0.878292
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0        84553  subtrain    3.576946  0.878292
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0        84555  subtrain    3.576925  0.878295
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0        84561  subtrain    3.576861  0.878299
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0        84570  subtrain    3.576766  0.878304
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0        84570  validation    3.435493  0.876938
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0        84571  subtrain    3.576755  0.878305
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0        84571  validation    3.435484  0.876938
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0        84575  validation    3.435448  0.87694
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0        84576  validation    3.435439  0.876941
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0        84578  validation    3.435421  0.876943
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0        84579  subtrain     3.57667  0.878311
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0        84579  validation    3.435412  0.876943
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0        84580  validation    3.435403  0.876944
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0        84581  validation    3.435394  0.876944
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0        84582  validation    3.435385  0.876945
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0        84583  validation    3.435376  0.876945
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0        84584  subtrain    3.576617  0.878315
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0        84584  validation    3.435367  0.876945
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0        84585  subtrain    3.576607  0.878316
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0        84585  validation    3.435358  0.876945
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0        84586  subtrain    3.576596  0.878316
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0        84586  validation    3.435349  0.876946
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0        84587  subtrain    3.576586  0.878318
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0        84587  validation     3.43534  0.876947
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0        84588  validation     3.43533  0.876947
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0        84589  validation    3.435322  0.876947
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0        84590  subtrain    3.576554  0.878319
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0        84590  validation    3.435313  0.876947
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0        84591  subtrain    3.576543  0.87832
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0        84591  validation    3.435303  0.876948
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0        84592  subtrain    3.576532  0.87832
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0        84592  validation    3.435295  0.876948
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0        84593  subtrain    3.576522  0.878321
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0        84593  validation    3.435286  0.876949
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0        84594  subtrain    3.576512  0.878321
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0        84594  validation    3.435277  0.87695
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0        84595  subtrain    3.576501  0.878323
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0        84595  validation    3.435268  0.876952
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0        84596  subtrain     3.57649  0.878323
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0        84596  validation    3.435259  0.876953
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0        84597  subtrain     3.57648  0.878324
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0        84597  validation     3.43525  0.876954
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0        84598  subtrain    3.576469  0.878324
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0        84598  validation    3.435241  0.876954
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0        84599  subtrain    3.576459  0.878325
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0        84599  validation    3.435232  0.876955
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0        84600  subtrain    3.576448  0.878325
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0        84600  validation    3.435223  0.876955
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0        84601  subtrain    3.576437  0.878327
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0        84601  validation    3.435214  0.876956
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0        84602  subtrain    3.576427  0.878327
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0        84602  validation    3.435205  0.876957
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0        84603  subtrain    3.576416  0.878327
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0        84603  validation    3.435196  0.876957
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0        84604  subtrain    3.576406  0.878329
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0        84604  validation    3.435187  0.876957
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0        84605  subtrain    3.576395  0.87833
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0        84605  validation    3.435178  0.876957
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0        84606  subtrain    3.576385  0.878331
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0        84606  validation    3.435169  0.876958
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0        84607  subtrain    3.576375  0.878331
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0        84607  validation     3.43516  0.87696
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0        84608  subtrain    3.576364  0.878331
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0        84608  validation    3.435151  0.87696
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0        84609  subtrain    3.576353  0.878332
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0        84609  validation    3.435142  0.87696
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0        84610  subtrain    3.576342  0.878332
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0        84610  validation    3.435133  0.87696
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0        84611  subtrain    3.576332  0.878332
   step_number    set_name  loss_value       auc
0        84611  validation    3.435124  0.876961
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0        84612  subtrain    3.576322  0.878334
   step_number    set_name  loss_value       auc
0        84612  validation    3.435115  0.876962
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0        84613  subtrain    3.576311  0.878336
   step_number    set_name  loss_value       auc
0        84613  validation    3.435106  0.876962
   step_number  set_name  loss_value       auc
0        84614  subtrain      3.5763  0.878337
   step_number    set_name  loss_value       auc
0        84614  validation    3.435097  0.876963
   step_number  set_name  loss_value       auc
0        84615  subtrain    3.576289  0.878337
   step_number    set_name  loss_value       auc
0        84615  validation    3.435088  0.876963
   step_number  set_name  loss_value       auc
0        84616  subtrain    3.576279  0.878337
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0        85416  validation     3.42792  0.877449
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0        85417  subtrain    3.567848  0.878849
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0        85594  validation    3.426336  0.877547
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0        85612  validation    3.426176  0.877558
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0        85613  validation    3.426166  0.877559
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0        85614  validation    3.426158  0.877559
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0        85619  validation    3.426113  0.877562
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0        85624  validation    3.426069  0.877564
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0        85627  validation    3.426042  0.877566
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0        85629  validation    3.426024  0.877568
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0        85630  validation    3.426015  0.877568
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0        85632  validation    3.425998  0.877568
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0        85634  validation     3.42598  0.877569
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0        85637  validation    3.425953  0.87757
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0        85643  validation      3.4259  0.877575
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0        85644  validation    3.425891  0.877576
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0        85688  subtrain    3.565012  0.879024
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0        85688  validation      3.4255  0.877603
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0        85718  validation    3.425232  0.877621
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0        85723  validation    3.425189  0.877625
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0        85728  validation    3.425144  0.877628
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0        85729  validation    3.425135  0.877629
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0        85739  validation    3.425046  0.877636
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0        85744  validation    3.425002  0.87764
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0        85745  validation    3.424993  0.87764
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0        85760  validation     3.42486  0.877648
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0        85888  validation    3.423723  0.877718
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0        85889  subtrain    3.562912  0.879146
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0        85889  validation    3.423714  0.877718
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0        85890  subtrain    3.562901  0.879147
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0        85890  validation    3.423706  0.877719
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0        85891  subtrain    3.562891  0.879149
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0        85891  validation    3.423697  0.877719
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0        85892  validation    3.423688  0.877719
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0        85893  validation    3.423679  0.87772
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0        85894  subtrain    3.562859  0.879152
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0        85894  validation     3.42367  0.877722
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0        85895  subtrain    3.562849  0.879152
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0        85895  validation    3.423661  0.877724
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0        85896  subtrain    3.562839  0.879153
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0        85896  validation    3.423652  0.877725
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0        85897  subtrain    3.562828  0.879154
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0        85897  validation    3.423643  0.877725
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0        85898  subtrain    3.562818  0.879155
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0        85898  validation    3.423634  0.877727
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0        85899  subtrain    3.562807  0.879155
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0        85899  validation    3.423625  0.877728
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0        85900  subtrain    3.562797  0.879156
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0        85900  validation    3.423617  0.87773
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0        85901  subtrain    3.562786  0.879156
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0        85901  validation    3.423608  0.877731
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0        85902  subtrain    3.562776  0.879156
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0        85902  validation    3.423599  0.877732
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0        85903  subtrain    3.562766  0.879156
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0        85903  validation     3.42359  0.877732
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0        85904  subtrain    3.562755  0.879158
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0        85904  validation    3.423581  0.877732
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0        85905  subtrain    3.562745  0.879158
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0        85905  validation    3.423573  0.877733
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0        85906  subtrain    3.562734  0.879158
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0        85906  validation    3.423563  0.877732
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0        85907  subtrain    3.562724  0.879158
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0        85907  validation    3.423555  0.877733
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0        85908  subtrain    3.562714  0.879159
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0        85908  validation    3.423546  0.877733
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0        85909  subtrain    3.562703  0.87916
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0        85910  subtrain    3.562693  0.87916
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0        85910  validation    3.423528  0.877734
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0        85911  subtrain    3.562682  0.879162
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0        85911  validation    3.423519  0.877734
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0        85912  subtrain    3.562671  0.879163
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0        85912  validation     3.42351  0.877735
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0        85913  subtrain    3.562661  0.879164
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0        85913  validation    3.423501  0.877735
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0        85914  subtrain    3.562651  0.879165
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0        85914  validation    3.423493  0.877735
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0        85915  subtrain     3.56264  0.879166
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0        85915  validation    3.423483  0.877735
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0        85916  subtrain     3.56263  0.879166
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0        85916  validation    3.423475  0.877736
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0        85917  subtrain     3.56262  0.879167
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0        85917  validation    3.423466  0.877736
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0        85918  subtrain    3.562609  0.879168
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0        85918  validation    3.423457  0.877737
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0        85919  subtrain    3.562599  0.879169
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0        85919  validation    3.423448  0.877738
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0        85920  subtrain    3.562588  0.879169
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0        85920  validation     3.42344  0.877738
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0        85921  subtrain    3.562578  0.879171
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0        85921  validation     3.42343  0.877738
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0        85922  subtrain    3.562567  0.879172
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0        85922  validation    3.423422  0.877738
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0        85923  subtrain    3.562557  0.879172
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0        85923  validation    3.423413  0.87774
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0        85924  subtrain    3.562547  0.879172
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0        85924  validation    3.423404  0.87774
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0        85925  subtrain    3.562536  0.879172
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0        85925  validation    3.423395  0.877742
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0        85926  subtrain    3.562525  0.879173
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0        85926  validation    3.423386  0.877743
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0        85927  subtrain    3.562515  0.879173
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0        85927  validation    3.423377  0.877744
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0        85928  subtrain    3.562505  0.879174
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0        85928  validation    3.423368  0.877744
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0        85929  subtrain    3.562494  0.879174
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0        85929  validation    3.423359  0.877745
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0        85930  subtrain    3.562484  0.879174
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0        85930  validation     3.42335  0.877746
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0        85931  subtrain    3.562474  0.879175
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0        85931  validation    3.423342  0.877747
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0        85932  subtrain    3.562462  0.879176
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0        85932  validation    3.423332  0.877748
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0        85933  subtrain    3.562452  0.879176
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0        85933  validation    3.423324  0.877748
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0        85934  subtrain    3.562442  0.879177
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0        85934  validation    3.423315  0.87775
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0        85935  subtrain    3.562432  0.879178
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0        85935  validation    3.423306  0.877751
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0        85936  subtrain    3.562421  0.879179
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0        85936  validation    3.423297  0.877751
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0        85937  subtrain    3.562411  0.879179
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0        85937  validation    3.423288  0.877751
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0        85938  validation    3.423279  0.877755
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0        85939  validation    3.423271  0.877755
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0        85940  subtrain     3.56238  0.879182
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0        85940  validation    3.423262  0.877756
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0        85941  subtrain    3.562369  0.879183
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0        85941  validation    3.423253  0.877757
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0        85942  subtrain    3.562359  0.879184
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0        85942  validation    3.423244  0.877757
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0        85943  subtrain    3.562348  0.879184
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0        85943  validation    3.423236  0.877757
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0        85944  subtrain    3.562338  0.879184
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0        85944  validation    3.423227  0.877758
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0        85945  subtrain    3.562327  0.879185
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0        85945  validation    3.423217  0.877759
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0        85946  subtrain    3.562317  0.879186
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0        85946  validation    3.423208  0.87776
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0        85947  validation      3.4232  0.87776
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0        85948  subtrain    3.562296  0.879188
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0        85948  validation    3.423191  0.87776
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0        85949  validation    3.423182  0.87776
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0        85950  validation    3.423173  0.87776
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0        85952  validation    3.423156  0.877762
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0        85953  validation    3.423146  0.877763
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0        85954  validation    3.423137  0.877765
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0        85955  subtrain    3.562223  0.879194
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0        85955  validation    3.423129  0.877766
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0        85958  validation    3.423102  0.877767
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0        85959  subtrain    3.562181  0.879196
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0        85959  validation    3.423093  0.877768
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0        85960  subtrain    3.562171  0.879197
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0        85960  validation    3.423085  0.877768
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0        85961  validation    3.423076  0.877768
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0        85962  validation    3.423067  0.877768
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0        85963  validation    3.423058  0.877768
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0        85964  validation    3.423049  0.877769
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0        85965  validation     3.42304  0.877769
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0        85966  validation    3.423031  0.877769
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0        85967  validation    3.423022  0.877769
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0        85968  validation    3.423013  0.877771
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0        85969  validation    3.423005  0.877772
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0        85970  subtrain    3.562067  0.879204
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0        85970  validation    3.422996  0.877773
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0        85971  subtrain    3.562056  0.879204
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0        85971  validation    3.422987  0.877774
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0        85972  subtrain    3.562046  0.879204
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0        85972  validation    3.422978  0.877775
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0        85973  subtrain    3.562035  0.879204
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0        85973  validation    3.422969  0.877776
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0        85974  subtrain    3.562025  0.879205
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0        85974  validation     3.42296  0.877776
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0        85975  subtrain    3.562014  0.879205
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0        85975  validation    3.422951  0.877776
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0        85976  validation    3.422943  0.877777
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0        85977  subtrain    3.561994  0.879208
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0        85977  validation    3.422934  0.877778
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0        85978  subtrain    3.561983  0.879209
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0        85978  validation    3.422924  0.877779
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0        85979  validation    3.422916  0.87778
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0        85980  validation    3.422907  0.87778
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0        85981  validation    3.422899  0.877781
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0        85982  validation    3.422889  0.877782
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0        85983  subtrain    3.561931  0.879212
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0        85983  validation    3.422881  0.877783
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0        85984  subtrain    3.561921  0.879212
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0        85984  validation    3.422872  0.877783
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0        85985  subtrain     3.56191  0.879213
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0        85985  validation    3.422863  0.877783
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0        85986  subtrain      3.5619  0.879214
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0        85986  validation    3.422854  0.877784
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0        85987  subtrain    3.561889  0.879215
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0        85987  validation    3.422845  0.877784
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0        85988  subtrain    3.561878  0.879216
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0        85988  validation    3.422836  0.877784
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0        85989  subtrain    3.561868  0.879216
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0        85989  validation    3.422827  0.877785
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0        85990  subtrain    3.561858  0.879219
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0        85990  validation    3.422819  0.877786
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0        86119  validation    3.421677  0.877852
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0        86120  validation    3.421668  0.877853
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0        86121  validation    3.421659  0.877854
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0        86123  validation    3.421641  0.877855
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0        86124  validation    3.421632  0.877857
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0        86125  validation    3.421623  0.877858
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0        86129  validation    3.421588  0.877861
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0        86130  validation    3.421579  0.877862
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0        86131  validation     3.42157  0.877862
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0        86133  subtrain    3.560368  0.879304
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0        86134  subtrain    3.560359  0.879305
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0        86134  validation    3.421544  0.877864
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0        86135  subtrain    3.560348  0.879307
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0        86135  validation    3.421535  0.877864
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0        86136  subtrain    3.560338  0.879308
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0        86136  validation    3.421526  0.877865
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0        86137  subtrain    3.560327  0.879308
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0        86137  validation    3.421517  0.877866
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0        86138  subtrain    3.560316  0.879309
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0        86138  validation    3.421508  0.877866
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0        86139  subtrain    3.560306  0.879309
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0        86140  validation    3.421491  0.877868
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0        86141  subtrain    3.560285  0.879312
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0        86141  validation    3.421482  0.877869
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0        86142  subtrain    3.560275  0.879314
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0        86142  validation    3.421473  0.877869
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0        86143  subtrain    3.560264  0.879315
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0        86145  validation    3.421447  0.877871
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0        86146  validation    3.421438  0.877872
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0        86153  subtrain     3.56016  0.879321
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0        86153  validation    3.421375  0.877876
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0        86155  validation    3.421358  0.877877
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0        86156  subtrain    3.560129  0.879322
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0        86156  validation    3.421349  0.877877
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0        86157  subtrain    3.560118  0.879323
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0        86157  validation    3.421341  0.877877
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0        86158  subtrain    3.560108  0.879324
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0        86158  validation    3.421332  0.877878
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0        86159  subtrain    3.560098  0.879324
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0        86159  validation    3.421322  0.877879
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0        86160  subtrain    3.560087  0.879325
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0        86160  validation    3.421314  0.877879
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0        86161  subtrain    3.560077  0.879326
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0        86161  validation    3.421305  0.877879
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0        86162  subtrain    3.560067  0.879327
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0        86162  validation    3.421296  0.877879
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0        86163  subtrain    3.560056  0.879327
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0        86163  validation    3.421288  0.87788
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0        86164  subtrain    3.560046  0.879328
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0        86164  validation    3.421278  0.87788
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0        86165  subtrain    3.560035  0.879328
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0        86165  validation    3.421269  0.87788
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0        86166  validation    3.421261  0.87788
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0        86167  validation    3.421252  0.877882
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0        86168  subtrain    3.560005  0.879332
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0        86168  validation    3.421243  0.877882
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0        86169  subtrain    3.559994  0.879333
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0        86169  validation    3.421234  0.877883
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0        86170  subtrain    3.559983  0.879334
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0        86170  validation    3.421226  0.877884
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0        86171  subtrain    3.559973  0.879334
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0        86171  validation    3.421216  0.877885
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0        86172  subtrain    3.559963  0.879334
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0        86172  validation    3.421208  0.877885
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0        86173  subtrain    3.559953  0.879334
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0        86173  validation    3.421199  0.877886
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0        86174  subtrain    3.559942  0.879334
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0        86174  validation     3.42119  0.877887
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0        86175  subtrain    3.559931  0.879335
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0        86175  validation    3.421181  0.877888
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0        86176  validation    3.421173  0.877889
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0        86177  validation    3.421163  0.877889
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0        86178  validation    3.421155  0.877889
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0        86179  validation    3.421146  0.877889
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0        86180  validation    3.421138  0.877889
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0        86181  validation    3.421128  0.877889
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0        86182  validation    3.421119  0.87789
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0        86183  validation    3.421111  0.87789
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0        86184  validation    3.421102  0.877892
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0        86185  subtrain    3.559828  0.87934
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0        86185  validation    3.421093  0.877892
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0        86186  validation    3.421084  0.877892
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0        86187  validation    3.421075  0.877893
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0        86188  validation    3.421067  0.877894
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0        86189  subtrain    3.559786  0.879343
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0        86189  validation    3.421057  0.877894
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0        86190  subtrain    3.559775  0.879343
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0        86190  validation    3.421048  0.877894
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0        86191  subtrain    3.559765  0.879343
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0        86191  validation     3.42104  0.877895
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0        86192  validation    3.421031  0.877896
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0        86193  validation    3.421022  0.877897
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0        86194  validation    3.421013  0.877898
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0        86195  subtrain    3.559723  0.879346
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0        86195  validation    3.421004  0.877898
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0        86196  validation    3.420995  0.877899
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0        86197  subtrain    3.559703  0.879348
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0        86197  validation    3.420987  0.8779
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0        86198  subtrain    3.559692  0.879348
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0        86198  validation    3.420978  0.8779
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0        86199  subtrain    3.559682  0.879348
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0        86199  validation    3.420969  0.8779
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0        86200  subtrain    3.559672  0.87935
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0        86200  validation     3.42096  0.877901
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0        86201  validation    3.420951  0.877902
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0        86202  subtrain     3.55965  0.879351
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0        86202  validation    3.420943  0.877902
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0        86203  subtrain     3.55964  0.879351
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0        86203  validation    3.420933  0.877902
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0        86204  subtrain     3.55963  0.879352
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0        86204  validation    3.420925  0.877903
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0        86205  subtrain    3.559619  0.879352
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0        86205  validation    3.420916  0.877903
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0        86206  subtrain    3.559609  0.879353
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0        86206  validation    3.420907  0.877904
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0        86207  subtrain    3.559599  0.879353
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0        86207  validation    3.420899  0.877905
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0        86208  validation     3.42089  0.877906
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0        86209  subtrain    3.559578  0.879355
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0        86209  validation    3.420881  0.877907
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0        86210  validation    3.420871  0.877907
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0        86211  validation    3.420863  0.877908
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0        86212  subtrain    3.559546  0.879357
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0        86212  validation    3.420854  0.877908
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0        86213  subtrain    3.559536  0.879358
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0        86213  validation    3.420846  0.877909
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0        86214  subtrain    3.559526  0.879359
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0        86214  validation    3.420836  0.877909
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0        86215  subtrain    3.559516  0.879359
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0        86215  validation    3.420828  0.87791
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0        86216  validation    3.420819  0.877911
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0        86217  subtrain    3.559494  0.87936
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0        86217  validation     3.42081  0.877912
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0        86218  subtrain    3.559484  0.879361
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0        86218  validation    3.420801  0.877912
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0        86219  subtrain    3.559474  0.879361
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0        86219  validation    3.420792  0.877913
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0        86220  subtrain    3.559463  0.879362
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0        86220  validation    3.420783  0.877913
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0        86392  validation    3.419265  0.878003
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0        86393  validation    3.419257  0.878003
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0        86398  validation    3.419213  0.878007
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0        86400  subtrain    3.557594  0.879467
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0        86400  validation    3.419195  0.878008
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0        86401  subtrain    3.557584  0.879468
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0        86401  validation    3.419187  0.878008
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0        86407  validation    3.419134  0.878013
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0        86408  validation    3.419125  0.878014
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0        86409  validation    3.419116  0.878015
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0        86410  subtrain     3.55749  0.879473
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0        86410  validation    3.419107  0.878017
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0        86411  subtrain     3.55748  0.879473
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0        86411  validation    3.419098  0.878017
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0        86412  subtrain     3.55747  0.879475
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0        86412  validation     3.41909  0.878019
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0        86413  subtrain    3.557459  0.879476
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0        86413  validation    3.419081  0.878019
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0        86414  subtrain    3.557449  0.879477
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0        86414  validation    3.419072  0.87802
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0        86415  subtrain    3.557438  0.879477
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0        86415  validation    3.419063  0.878021
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0        86416  subtrain    3.557428  0.879477
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0        86416  validation    3.419054  0.878022
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0        86417  subtrain    3.557418  0.879477
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0        86417  validation    3.419045  0.878023
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0        86418  subtrain    3.557407  0.879477
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0        86418  validation    3.419037  0.878024
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0        86419  subtrain    3.557397  0.879477
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0        86419  validation    3.419027  0.878025
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0        86420  subtrain    3.557387  0.879478
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0        86420  validation    3.419019  0.878025
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0        86421  subtrain    3.557376  0.879478
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0        86421  validation     3.41901  0.878025
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0        86422  subtrain    3.557366  0.879479
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0        86422  validation    3.419001  0.878026
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0        86423  validation    3.418993  0.878026
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0        86424  validation    3.418984  0.878026
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0        86425  subtrain    3.557334  0.879481
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0        86425  validation    3.418975  0.878027
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0        86426  validation    3.418966  0.878027
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0        86427  subtrain    3.557314  0.879483
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0        86427  validation    3.418957  0.878027
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0        86428  subtrain    3.557304  0.879484
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0        86428  validation    3.418948  0.878027
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0        86429  subtrain    3.557294  0.879484
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0        86429  validation     3.41894  0.878027
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0        86430  subtrain    3.557283  0.879484
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0        86430  validation    3.418931  0.878028
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0        86431  subtrain    3.557273  0.879484
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0        86431  validation    3.418923  0.878028
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0        86432  subtrain    3.557262  0.879484
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0        86432  validation    3.418913  0.878029
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0        86433  subtrain    3.557251  0.879485
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0        86433  validation    3.418904  0.87803
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0        86434  subtrain    3.557241  0.879486
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0        86434  validation    3.418896  0.878031
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0        86435  subtrain    3.557231  0.879486
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0        86435  validation    3.418887  0.878031
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0        86436  subtrain    3.557221  0.879486
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0        86436  validation    3.418878  0.878032
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0        86438  validation     3.41886  0.878032
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0        86439  subtrain    3.557189  0.879489
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0        86439  validation    3.418852  0.878033
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0        86444  validation    3.418808  0.878035
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0        86445  subtrain    3.557127  0.879493
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0        86445  validation    3.418798  0.878035
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0        86447  subtrain    3.557107  0.879494
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0        86447  validation    3.418781  0.878036
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0        86448  subtrain    3.557096  0.879494
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0        86448  validation    3.418773  0.878036
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0        86449  subtrain    3.557086  0.879496
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0        86449  validation    3.418764  0.878036
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0        86450  subtrain    3.557076  0.879496
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0        86450  validation    3.418755  0.878036
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0        86917  validation    3.414652  0.878297
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0        86918  subtrain    3.552237  0.879774
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0        86919  subtrain    3.552227  0.879775
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0        86919  validation    3.414635  0.878299
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0        86920  subtrain    3.552216  0.879776
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0        86921  subtrain    3.552206  0.879776
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0        86922  subtrain    3.552195  0.879778
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0        86923  subtrain    3.552185  0.87978
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0        86926  subtrain    3.552154  0.879781
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0        86927  subtrain    3.552144  0.879781
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0        86928  subtrain    3.552133  0.879781
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0        86929  subtrain    3.552123  0.879782
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0        86929  validation    3.414547  0.878303
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0        86930  subtrain    3.552113  0.879783
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0        86930  validation    3.414538  0.878303
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0        86931  subtrain    3.552103  0.879783
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0        86932  subtrain    3.552092  0.879784
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0        86932  validation    3.414521  0.878304
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0        86933  subtrain    3.552082  0.879786
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0        86934  subtrain    3.552072  0.879786
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0        86934  validation    3.414503  0.878304
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0        86935  subtrain    3.552062  0.879788
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0        86935  validation    3.414495  0.878306
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0        86936  subtrain    3.552051  0.87979
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0        86938  subtrain    3.552031  0.879792
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0        86939  validation    3.414459  0.878308
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0        86940  subtrain     3.55201  0.879796
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0        86940  validation    3.414451  0.878308
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0        86941  subtrain    3.551999  0.879796
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0        86942  subtrain     3.55199  0.879797
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0        86944  subtrain    3.551968  0.879797
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0        86945  subtrain    3.551958  0.879798
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0        86950  subtrain    3.551907  0.879801
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0        86950  validation    3.414363  0.878312
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0        86951  subtrain    3.551897  0.879801
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0        86952  subtrain    3.551886  0.879803
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0        86953  subtrain    3.551876  0.879804
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0        86954  subtrain    3.551866  0.879804
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0        86955  subtrain    3.551855  0.879804
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0        86957  subtrain    3.551834  0.879804
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0        86958  subtrain    3.551824  0.879804
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0        86958  validation    3.414293  0.878317
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0        86959  subtrain    3.551814  0.879804
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0        86960  subtrain    3.551804  0.879805
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0        86960  validation    3.414275  0.878319
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0        86961  subtrain    3.551793  0.879805
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0        86962  subtrain    3.551783  0.879807
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0        86963  subtrain    3.551773  0.879808
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0        86963  validation    3.414249  0.878321
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0        86965  validation    3.414232  0.878322
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0        86966  subtrain    3.551742  0.879809
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0        86967  subtrain    3.551731  0.879809
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0        86968  subtrain    3.551722  0.879809
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0        86970  validation    3.414188  0.878325
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0        86971  validation    3.414179  0.878325
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0        86972  validation     3.41417  0.878326
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0        86973  validation    3.414162  0.878328
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0        86974  validation    3.414153  0.878328
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0        86975  validation    3.414144  0.878329
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0        86977  subtrain    3.551628  0.87982
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0        86977  validation    3.414127  0.87833
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0        86978  subtrain    3.551618  0.87982
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0        86978  validation    3.414118  0.87833
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0        86979  validation    3.414109  0.878331
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0        86980  subtrain    3.551597  0.879822
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0        86980  validation      3.4141  0.878331
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0        86981  subtrain    3.551587  0.879822
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0        86981  validation    3.414092  0.878331
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0        86982  subtrain    3.551577  0.879822
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0        86982  validation    3.414083  0.878332
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0        86983  subtrain    3.551566  0.879822
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0        86983  validation    3.414074  0.878332
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0        86984  subtrain    3.551556  0.879823
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0        86984  validation    3.414065  0.878332
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0        86985  validation    3.414057  0.878333
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0        86986  subtrain    3.551536  0.879826
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0        86986  validation    3.414048  0.878334
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0        86987  subtrain    3.551525  0.879827
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0        86987  validation    3.414039  0.878334
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0        86988  subtrain    3.551515  0.879827
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0        86988  validation    3.414031  0.878335
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0        86989  subtrain    3.551505  0.879828
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0        86989  validation    3.414022  0.878335
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0        86990  subtrain    3.551494  0.879828
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0        86991  validation    3.414004  0.878336
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0        86992  validation    3.413996  0.878337
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0        86993  subtrain    3.551463  0.879829
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0        86993  validation    3.413987  0.878337
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0        86999  subtrain    3.551402  0.879832
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0        86999  validation    3.413934  0.878342
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0        87000  subtrain    3.551391  0.879832
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0        87473  validation    3.409796  0.878604
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0        87665  validation    3.408127  0.878702
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0        87675  validation     3.40804  0.878706
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0        87705  validation    3.407779  0.87872
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0        87830  validation    3.406694  0.87879
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0        87833  validation    3.406668  0.878792
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0        87834  subtrain    3.542836  0.880343
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0        87834  validation    3.406659  0.878792
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0        87835  subtrain    3.542826  0.880343
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0        87835  validation    3.406651  0.878794
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0        87836  subtrain    3.542816  0.880344
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0        87837  validation    3.406633  0.878795
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0        87838  subtrain    3.542796  0.880346
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0        87838  validation    3.406625  0.878796
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0        87839  subtrain    3.542785  0.880347
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0        87839  validation    3.406616  0.878797
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0        87840  subtrain    3.542775  0.880348
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0        87840  validation    3.406608  0.878798
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0        87841  subtrain    3.542765  0.880349
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0        87842  validation    3.406591  0.878798
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0        87843  subtrain    3.542745  0.880351
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0        87843  validation    3.406581  0.878799
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0        87844  subtrain    3.542734  0.880352
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0        87844  validation    3.406573  0.8788
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0        87845  subtrain    3.542724  0.880352
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0        87845  validation    3.406564  0.878801
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0        87846  subtrain    3.542714  0.880352
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0        87846  validation    3.406555  0.878801
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0        87847  subtrain    3.542704  0.880353
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0        87847  validation    3.406547  0.878801
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0        87848  subtrain    3.542693  0.880353
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0        87848  validation    3.406538  0.878802
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0        87849  subtrain    3.542683  0.880355
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0        87849  validation     3.40653  0.878802
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0        87850  validation    3.406521  0.878802
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0        87851  validation    3.406512  0.878802
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0        87852  subtrain    3.542653  0.880356
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0        87852  validation    3.406503  0.878802
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0        87853  subtrain    3.542643  0.880356
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0        87853  validation    3.406495  0.878802
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0        87854  subtrain    3.542632  0.880357
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0        87854  validation    3.406486  0.878804
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0        87855  subtrain    3.542622  0.880357
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0        87855  validation    3.406477  0.878804
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0        87856  validation    3.406469  0.878804
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0        87857  validation     3.40646  0.878804
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0        87858  subtrain    3.542591  0.880358
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0        87858  validation    3.406451  0.878805
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0        87859  subtrain    3.542581  0.880358
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0        87859  validation    3.406443  0.878805
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0        87860  subtrain    3.542571  0.880359
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0        87860  validation    3.406434  0.878805
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0        87863  validation    3.406408  0.878806
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0        87864  validation    3.406399  0.878806
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0        87865  validation    3.406391  0.878806
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0        87866  validation    3.406382  0.878806
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0        87867  subtrain    3.542499  0.880362
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0        87867  validation    3.406374  0.878807
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0        87868  subtrain    3.542489  0.880362
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0        87868  validation    3.406365  0.878807
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0        87869  subtrain    3.542479  0.880363
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0        87869  validation    3.406356  0.878808
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0        87870  subtrain    3.542469  0.880364
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0        87870  validation    3.406347  0.878809
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0        87871  subtrain    3.542459  0.880365
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0        87871  validation    3.406339  0.878809
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0        87872  subtrain    3.542448  0.880366
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0        87872  validation     3.40633  0.87881
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0        87873  subtrain    3.542439  0.880367
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0        87873  validation    3.406322  0.878811
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0        87874  subtrain    3.542428  0.880367
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0        87874  validation    3.406312  0.878812
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0        87875  subtrain    3.542418  0.880369
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0        87875  validation    3.406304  0.878812
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0        87876  subtrain    3.542408  0.88037
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0        87876  validation    3.406296  0.878812
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0        87877  subtrain    3.542398  0.88037
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0        87877  validation    3.406287  0.878812
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0        87878  subtrain    3.542387  0.88037
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0        87878  validation    3.406278  0.878814
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0        87879  subtrain    3.542377  0.88037
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0        87879  validation     3.40627  0.878814
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0        87880  subtrain    3.542367  0.88037
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0        87880  validation    3.406261  0.878816
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0        87881  subtrain    3.542357  0.880371
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0        87881  validation    3.406252  0.878816
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0        87882  subtrain    3.542347  0.880371
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0        87882  validation    3.406244  0.878817
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0        87883  subtrain    3.542336  0.880371
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0        87883  validation    3.406235  0.878818
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0        87884  subtrain    3.542326  0.880372
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0        87884  validation    3.406226  0.878819
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0        87885  subtrain    3.542316  0.880374
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0        87885  validation    3.406218  0.878819
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0        87886  subtrain    3.542306  0.880376
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0        87886  validation    3.406209  0.878819
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0        87887  subtrain    3.542295  0.880376
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0        87887  validation      3.4062  0.878819
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0        87888  subtrain    3.542285  0.880375
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0        87888  validation    3.406191  0.878819
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0        87889  subtrain    3.542275  0.880375
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0        87889  validation    3.406183  0.878819
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0        87890  subtrain    3.542264  0.880375
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0        87890  validation    3.406174  0.87882
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0        87891  subtrain    3.542254  0.880376
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0        87891  validation    3.406165  0.87882
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0        87892  subtrain    3.542244  0.880376
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0        87892  validation    3.406157  0.87882
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0        87893  subtrain    3.542234  0.880377
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0        87893  validation    3.406148  0.87882
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0        87894  subtrain    3.542224  0.880377
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0        87894  validation     3.40614  0.87882
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0        87895  subtrain    3.542214  0.880377
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0        87895  validation    3.406131  0.878821
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0        87896  subtrain    3.542203  0.880378
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0        87896  validation    3.406122  0.878822
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0        87897  subtrain    3.542193  0.880379
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0        87897  validation    3.406113  0.878822
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0        87898  subtrain    3.542183  0.880381
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0        87898  validation    3.406105  0.878823
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0        87899  subtrain    3.542173  0.880381
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0        87899  validation    3.406096  0.878823
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0        87900  subtrain    3.542162  0.880381
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0        87900  validation    3.406087  0.878824
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0        87901  subtrain    3.542152  0.880383
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0        87901  validation    3.406079  0.878824
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0        87902  subtrain    3.542142  0.880383
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0        87902  validation     3.40607  0.878825
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0        87903  subtrain    3.542132  0.880384
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0        87903  validation    3.406062  0.878827
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0        87904  subtrain    3.542122  0.880384
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0        87904  validation    3.406053  0.878828
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0        87905  subtrain    3.542111  0.880385
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0        87905  validation    3.406044  0.878829
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0        87906  subtrain    3.542101  0.880385
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0        87906  validation    3.406035  0.878829
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0        87907  subtrain    3.542091  0.880385
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0        87907  validation    3.406027  0.87883
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0        87908  subtrain    3.542081  0.880385
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0        87908  validation    3.406018  0.878832
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0        87909  subtrain    3.542071  0.880386
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0        87909  validation     3.40601  0.878833
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0        87910  subtrain     3.54206  0.880386
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0        87910  validation    3.406001  0.878834
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0        87911  subtrain     3.54205  0.880386
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0        87911  validation    3.405992  0.878834
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0        87912  subtrain    3.542041  0.880387
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0        87912  validation    3.405984  0.878834
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0        87913  subtrain    3.542029  0.880387
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0        87913  validation    3.405975  0.878835
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0        87914  subtrain     3.54202  0.880388
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0        87914  validation    3.405966  0.878836
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0        87915  subtrain    3.542009  0.880388
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0        87915  validation    3.405957  0.878836
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0        87916  subtrain       3.542  0.88039
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0        87916  validation    3.405949  0.878836
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0        87917  subtrain    3.541989  0.88039
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0        87917  validation     3.40594  0.878836
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0        87918  subtrain    3.541979  0.88039
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0        87918  validation    3.405932  0.878836
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0        87919  subtrain    3.541969  0.880391
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0        87919  validation    3.405923  0.878837
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0        87920  subtrain    3.541958  0.880392
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0        87920  validation    3.405914  0.878838
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0        87921  subtrain    3.541948  0.880392
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0        87921  validation    3.405906  0.878838
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0        87922  subtrain    3.541938  0.880393
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0        87922  validation    3.405897  0.878839
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0        87923  subtrain    3.541928  0.880394
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0        87923  validation    3.405888  0.878839
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0        87924  subtrain    3.541918  0.880394
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0        87924  validation     3.40588  0.878839
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0        87925  subtrain    3.541908  0.880394
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0        87925  validation    3.405871  0.878839
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0        87926  subtrain    3.541898  0.880395
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0        87926  validation    3.405862  0.878839
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0        87927  subtrain    3.541887  0.880395
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0        87927  validation    3.405854  0.87884
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0        87928  subtrain    3.541877  0.880396
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0        87928  validation    3.405845  0.87884
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0        87929  subtrain    3.541866  0.880397
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0        87929  validation    3.405836  0.87884
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0        87930  subtrain    3.541857  0.880398
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0        87930  validation    3.405827  0.878841
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0        87931  subtrain    3.541846  0.880398
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0        87931  validation    3.405819  0.878842
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0        87932  subtrain    3.541836  0.880399
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0        87932  validation     3.40581  0.878841
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0        87933  subtrain    3.541826  0.8804
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0        87933  validation    3.405802  0.878842
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0        87934  subtrain    3.541816  0.8804
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0        87934  validation    3.405792  0.878843
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0        87935  subtrain    3.541806  0.8804
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0        87935  validation    3.405784  0.878844
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0        87944  validation    3.405706  0.878847
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0        87945  validation    3.405698  0.878847
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0        87948  validation    3.405672  0.878848
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0        87949  validation    3.405663  0.87885
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0        87950  subtrain    3.541653  0.88041
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0        87950  validation    3.405655  0.878851
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0        87951  validation    3.405646  0.878851
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0        87952  subtrain    3.541632  0.880412
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0        87952  validation    3.405637  0.878852
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0        87953  subtrain    3.541622  0.880412
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0        87953  validation    3.405628  0.878853
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0        87954  subtrain    3.541612  0.880413
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0        87954  validation     3.40562  0.878853
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0        87955  subtrain    3.541602  0.880414
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0        87955  validation    3.405611  0.878853
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0        87956  subtrain    3.541591  0.880415
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0        87956  validation    3.405602  0.878854
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0        87957  subtrain    3.541581  0.880415
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0        87957  validation    3.405594  0.878855
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0        87958  subtrain    3.541571  0.880415
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0        87958  validation    3.405585  0.878855
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0        87959  subtrain    3.541561  0.880416
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0        87959  validation    3.405576  0.878856
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0        87960  validation    3.405568  0.878856
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0        87961  subtrain     3.54154  0.880416
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0        87961  validation    3.405559  0.878857
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0        87962  validation    3.405551  0.878858
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0        87963  subtrain     3.54152  0.880417
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0        87963  validation    3.405542  0.878859
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0        87964  subtrain    3.541509  0.880419
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0        87964  validation    3.405533  0.87886
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0        87965  subtrain      3.5415  0.88042
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0        87965  validation    3.405524  0.878861
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0        87966  subtrain    3.541489  0.88042
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0        87966  validation    3.405516  0.878862
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0        87967  subtrain    3.541479  0.88042
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0        87967  validation    3.405507  0.878862
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0        87968  subtrain    3.541469  0.880421
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0        87968  validation    3.405499  0.878862
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0        87969  subtrain    3.541459  0.880421
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0        87969  validation     3.40549  0.878863
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0        87970  subtrain    3.541448  0.880421
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0        87970  validation    3.405481  0.878864
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0        87971  subtrain    3.541438  0.880422
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0        87971  validation    3.405473  0.878864
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0        87972  subtrain    3.541428  0.880422
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0        87972  validation    3.405464  0.878864
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0        87973  subtrain    3.541418  0.880423
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0        87973  validation    3.405455  0.878865
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0        87974  subtrain    3.541408  0.880424
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0        87974  validation    3.405447  0.878866
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0        87975  subtrain    3.541398  0.880424
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0        87975  validation    3.405438  0.878867
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0        87976  subtrain    3.541387  0.880425
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0        87976  validation    3.405429  0.878868
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0        87977  subtrain    3.541377  0.880425
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0        87977  validation    3.405421  0.878869
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0        87978  subtrain    3.541367  0.880426
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0        87978  validation    3.405412  0.87887
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0        87979  subtrain    3.541357  0.880426
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0        87979  validation    3.405403  0.878871
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0        87980  subtrain    3.541347  0.880427
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0        87980  validation    3.405395  0.878872
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0        87981  subtrain    3.541336  0.880428
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0        87981  validation    3.405386  0.878873
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0        87982  subtrain    3.541326  0.880428
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0        87982  validation    3.405377  0.878874
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0        87983  subtrain    3.541316  0.880429
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0        87983  validation    3.405368  0.878874
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0        87984  subtrain    3.541306  0.880429
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0        87984  validation     3.40536  0.878874
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0        87985  subtrain    3.541296  0.880429
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0        87985  validation    3.405351  0.878875
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0        87986  subtrain    3.541286  0.880428
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0        87986  validation    3.405343  0.878875
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0        87987  subtrain    3.541276  0.880429
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0        87987  validation    3.405334  0.878875
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0        87988  subtrain    3.541265  0.88043
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0        87988  validation    3.405325  0.878875
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0        87989  subtrain    3.541255  0.880431
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0        87989  validation    3.405317  0.878876
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0        87990  subtrain    3.541245  0.880431
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0        87990  validation    3.405308  0.878877
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0        87991  subtrain    3.541234  0.880432
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0        87991  validation    3.405299  0.878877
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0        87992  subtrain    3.541224  0.880432
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0        87992  validation    3.405291  0.878878
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0        87993  subtrain    3.541214  0.880434
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0        87993  validation    3.405282  0.878878
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0        87994  subtrain    3.541203  0.880436
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0        87994  validation    3.405273  0.878879
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0        87995  subtrain    3.541193  0.880436
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0        87995  validation    3.405264  0.87888
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0        87996  validation    3.405256  0.87888
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0        87997  validation    3.405247  0.878882
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0        87998  subtrain    3.541163  0.880437
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0        87998  validation    3.405239  0.878883
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0        87999  subtrain    3.541152  0.880438
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0        87999  validation     3.40523  0.878883
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0        88000  subtrain    3.541142  0.880439
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0        88000  validation    3.405221  0.878884
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0        88001  validation    3.405212  0.878884
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0        88019  validation    3.405057  0.878892
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0        88020  validation    3.405049  0.878894
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0        88022  validation    3.405031  0.878895
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0        88023  validation    3.405023  0.878894
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0        88025  validation    3.405005  0.878896
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0        88026  validation    3.404996  0.878896
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0        88027  validation    3.404988  0.878896
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0        88028  validation    3.404979  0.878898
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0        88029  validation    3.404971  0.878899
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0        88030  validation    3.404962  0.878898
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0        88031  validation    3.404953  0.878898
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0        88034  validation    3.404927  0.878901
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0        88035  validation    3.404919  0.878902
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0        88036  validation     3.40491  0.878903
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0        88037  validation    3.404902  0.878904
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0        88039  validation    3.404884  0.878904
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0        88040  validation    3.404876  0.878906
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0        88041  validation    3.404867  0.878906
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0        88042  subtrain    3.540715  0.880468
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0        88042  validation    3.404858  0.878908
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0        88043  subtrain    3.540704  0.880468
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0        88043  validation     3.40485  0.878908
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0        88044  validation    3.404841  0.878908
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0        88045  validation    3.404833  0.878909
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0        88046  validation    3.404824  0.878909
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0        88047  validation    3.404815  0.87891
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0        88048  validation    3.404806  0.87891
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0        88049  validation    3.404798  0.878911
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0        88092  validation    3.404426  0.87893
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0        88618  validation    3.399893  0.879204
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0        88619  validation    3.399884  0.879206
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0        88620  validation    3.399875  0.879207
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0        88621  validation    3.399867  0.879208
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0        88622  validation    3.399858  0.879208
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0        88623  validation     3.39985  0.879208
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0        88624  validation    3.399842  0.879209
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0        88625  validation    3.399832  0.879209
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0        88789  validation    3.398425  0.879295
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0        88805  validation    3.398288  0.879304
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0        88811  validation    3.398237  0.879307
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0        88812  validation    3.398228  0.879307
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0        88813  validation     3.39822  0.879308
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0        88814  validation    3.398211  0.879309
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0        88815  subtrain    3.532872  0.880929
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0        88815  validation    3.398203  0.879309
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0        88816  validation    3.398195  0.879309
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0        88817  validation    3.398185  0.879311
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0        88818  validation    3.398177  0.879311
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0        88819  validation    3.398169  0.879311
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0        88820  validation     3.39816  0.879311
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0        88822  validation    3.398143  0.879311
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0        88823  subtrain    3.532792  0.880934
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0        88823  validation    3.398134  0.879312
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0        88824  validation    3.398126  0.879312
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0        88825  validation    3.398117  0.879312
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0        88826  validation    3.398108  0.879312
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0        88827  validation      3.3981  0.879313
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0        88828  validation    3.398091  0.879314
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0        88829  validation    3.398083  0.879314
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0        88830  validation    3.398074  0.879314
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0        88831  validation    3.398065  0.879315
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0        88832  subtrain    3.532701  0.880939
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0        88832  validation    3.398057  0.879315
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0        88836  validation    3.398022  0.879317
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0        88837  validation    3.398015  0.879317
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0        88838  subtrain     3.53264  0.880941
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0        88838  validation    3.398005  0.879319
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0        88839  subtrain     3.53263  0.88094
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0        88839  validation    3.397997  0.87932
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0        88840  subtrain     3.53262  0.880941
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0        88840  validation    3.397989  0.87932
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0        88841  validation     3.39798  0.879321
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0        88842  validation    3.397971  0.879322
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0        88843  validation    3.397963  0.879324
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0        88844  subtrain     3.53258  0.880943
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0        88844  validation    3.397954  0.879324
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0        88845  validation    3.397947  0.879324
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0        88846  validation    3.397937  0.879324
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0        88847  subtrain    3.532549  0.880945
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0        88847  validation    3.397929  0.879325
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0        88848  subtrain    3.532539  0.880945
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0        88848  validation     3.39792  0.879326
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0        88849  subtrain     3.53253  0.880945
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0        88849  validation    3.397912  0.879326
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0        88850  subtrain    3.532519  0.880946
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0        88850  validation    3.397903  0.879326
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0        88851  validation    3.397894  0.879326
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0        88852  validation    3.397886  0.879325
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0        88853  validation    3.397877  0.879326
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0        88854  subtrain    3.532479  0.880948
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0        88854  validation    3.397869  0.879326
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0        88855  subtrain    3.532468  0.880949
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0        88855  validation     3.39786  0.879326
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0        88856  validation    3.397852  0.879326
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0        89109  validation    3.395689  0.879495
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0        89111  validation    3.395672  0.879496
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0        89112  validation    3.395664  0.879496
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0        89113  validation    3.395656  0.879496
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0        89114  subtrain    3.529859  0.881094
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0        89114  validation    3.395647  0.879497
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0        89115  subtrain    3.529849  0.881095
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0        89115  validation    3.395639  0.879498
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0        89119  validation    3.395604  0.879502
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0        89121  subtrain    3.529788  0.881099
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0        89121  validation    3.395587  0.879504
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0        89124  validation    3.395561  0.879506
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0        89140  validation    3.395425  0.879513
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0        89142  validation    3.395409  0.879516
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0        89145  validation    3.395383  0.879517
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0        89146  validation    3.395374  0.879518
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0        89147  validation    3.395366  0.879519
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0        89151  validation    3.395332  0.87952
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0        89152  validation    3.395323  0.879521
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0        89153  validation    3.395315  0.879521
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0        89154  subtrain    3.529457  0.881117
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0        89154  validation    3.395306  0.879521
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0        89155  subtrain    3.529447  0.881117
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0        89155  validation    3.395298  0.879522
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0        89156  subtrain    3.529437  0.881118
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0        89156  validation    3.395289  0.879522
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0        89157  validation     3.39528  0.879523
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0        89158  validation    3.395272  0.879523
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0        89159  validation    3.395263  0.879524
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0        89160  subtrain    3.529396  0.881121
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0        89160  validation    3.395255  0.879524
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0        89161  subtrain    3.529386  0.881122
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0        89161  validation    3.395247  0.879525
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0        89162  validation    3.395238  0.879524
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0        89163  validation    3.395229  0.879525
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0        89164  validation    3.395221  0.879525
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0        89165  validation    3.395212  0.879525
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0        89166  subtrain    3.529335  0.881124
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0        89166  validation    3.395204  0.879526
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0        89167  subtrain    3.529326  0.881126
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0        89167  validation    3.395196  0.879526
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0        89168  subtrain    3.529316  0.881126
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0        89168  validation    3.395187  0.879528
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0        89169  validation    3.395179  0.879529
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0        89171  validation    3.395161  0.87953
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0        89172  validation    3.395153  0.879531
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0        89173  validation    3.395144  0.879532
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0        89174  validation    3.395135  0.879532
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0        89175  validation    3.395127  0.879533
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0        89176  validation    3.395118  0.879533
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0        89177  validation     3.39511  0.879534
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0        89178  validation    3.395102  0.879536
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0        89179  validation    3.395093  0.879536
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0        89180  validation    3.395085  0.879538
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0        89181  validation    3.395076  0.879538
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0        89182  validation    3.395068  0.879538
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0        89183  validation    3.395059  0.879539
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0        89184  validation     3.39505  0.879539
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0        89185  validation    3.395042  0.879538
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0        89186  validation    3.395033  0.87954
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0        89187  validation    3.395025  0.879541
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0        89188  validation    3.395016  0.879542
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0        89189  validation    3.395008  0.879542
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0        89191  validation    3.394991  0.879544
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0        89193  validation    3.394974  0.879544
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0        89194  validation    3.394965  0.879544
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0        89195  validation    3.394957  0.879544
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0        89196  validation    3.394948  0.879544
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0        89197  validation     3.39494  0.879544
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0        89198  subtrain    3.529014  0.881144
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0        89198  validation    3.394931  0.879545
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0        89225  validation    3.394701  0.879558
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0        89226  validation    3.394693  0.879558
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0        89228  validation    3.394676  0.87956
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0        89229  validation    3.394668  0.87956
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0        89230  validation    3.394658  0.87956
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0        89233  validation    3.394633  0.879561
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0        89245  validation    3.394531  0.879564
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0        89261  validation    3.394395  0.87957
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0        89263  validation    3.394377  0.87957
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0        89279  validation    3.394241  0.87958
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0        89280  validation    3.394233  0.87958
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0        89284  validation    3.394199  0.879582
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0        89287  validation    3.394174  0.879583
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0        89288  validation    3.394165  0.879583
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0        89291  validation     3.39414  0.879583
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0        89293  validation    3.394122  0.879584
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0        89294  validation    3.394114  0.879586
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0        89300  validation    3.394063  0.87959
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0        89308  validation    3.393995  0.879596
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0        89425  validation       3.393  0.879661
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0        89426  validation    3.392992  0.879661
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0        89445  validation    3.392831  0.879676
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0        89446  validation    3.392823  0.879676
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0        89447  validation    3.392814  0.879676
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0        89448  validation    3.392806  0.879678
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0        89449  subtrain    3.526495  0.881292
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0        89449  validation    3.392797  0.879678
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0        89450  validation    3.392788  0.879678
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0        89451  validation    3.392781  0.879679
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0        89452  validation    3.392771  0.87968
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0        89453  validation    3.392763  0.87968
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0        89454  validation    3.392755  0.879681
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0        89455  subtrain    3.526435  0.881297
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0        89455  validation    3.392746  0.879681
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0        89456  subtrain    3.526425  0.881298
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0        89456  validation    3.392737  0.879681
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0        89457  subtrain    3.526414  0.881299
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0        89457  validation    3.392729  0.879681
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0        89458  subtrain    3.526405  0.881299
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0        89458  validation     3.39272  0.879682
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0        89459  validation    3.392712  0.879683
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0        89460  validation    3.392703  0.879684
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0        89462  validation    3.392687  0.879684
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0        89463  validation    3.392678  0.879684
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0        89464  subtrain    3.526345  0.881304
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0        89464  validation    3.392669  0.879685
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0        89465  subtrain    3.526334  0.881305
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0        89465  validation    3.392661  0.879686
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0        89466  subtrain    3.526324  0.881305
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0        89466  validation    3.392653  0.879686
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0        89467  subtrain    3.526314  0.881306
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0        89467  validation    3.392644  0.879686
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0        89468  subtrain    3.526304  0.881306
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0        89468  validation    3.392636  0.879687
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0        89469  subtrain    3.526294  0.881308
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0        89469  validation    3.392627  0.879688
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0        89472  validation    3.392601  0.879688
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0        89473  validation    3.392593  0.879689
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0        89474  validation    3.392585  0.879689
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0        89476  validation    3.392568  0.87969
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0        89477  subtrain    3.526214  0.881312
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0        89477  validation    3.392559  0.87969
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0        89478  validation    3.392551  0.879691
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0        89479  subtrain    3.526194  0.881313
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0        89479  validation    3.392542  0.879693
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0        89480  subtrain    3.526184  0.881313
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0        89480  validation    3.392534  0.879694
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0        89481  validation    3.392525  0.879694
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0        89482  validation    3.392517  0.879693
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0        89483  validation    3.392508  0.879694
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0        89484  validation    3.392499  0.879695
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0        89485  subtrain    3.526134  0.881316
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0        89485  validation    3.392491  0.879695
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0        89486  subtrain    3.526124  0.881317
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0        89486  validation    3.392483  0.879696
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0        89487  subtrain    3.526114  0.881318
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0        89487  validation    3.392474  0.879696
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0        89488  validation    3.392466  0.879696
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0        89489  validation    3.392457  0.879698
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0        89490  subtrain    3.526084  0.881319
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0        89490  validation    3.392448  0.879698
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0        89491  validation     3.39244  0.879698
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0        89492  validation    3.392432  0.879698
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0        89493  validation    3.392423  0.879699
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0        89494  subtrain    3.526044  0.881324
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0        89495  validation    3.392406  0.879701
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0        89496  validation    3.392398  0.879701
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0        89497  validation     3.39239  0.879701
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0        89499  validation    3.392373  0.879702
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0        89503  validation    3.392338  0.879704
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0        89504  validation     3.39233  0.879704
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0        89505  validation    3.392322  0.879704
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0        89513  validation    3.392253  0.879707
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0        89515  validation    3.392236  0.879707
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0        89612  validation    3.391414  0.87975
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0        89613  validation    3.391405  0.879751
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0        89614  validation    3.391396  0.879751
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0        89616  validation    3.391379  0.879752
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0        89617  validation    3.391371  0.879752
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0        89618  validation    3.391362  0.879752
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0        89619  validation    3.391354  0.879752
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0        89620  validation    3.391345  0.879752
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0        89621  subtrain    3.524772  0.881404
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0        89621  validation    3.391337  0.879752
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0        89622  subtrain    3.524762  0.881404
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0        89622  validation    3.391329  0.879752
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0        89623  validation     3.39132  0.879752
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0        89624  validation    3.391312  0.879753
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0        89625  validation    3.391303  0.879753
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0        89626  validation    3.391295  0.879754
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0        89627  validation    3.391286  0.879754
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0        89628  validation    3.391278  0.879755
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0        89629  validation    3.391269  0.879756
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0        89630  validation    3.391261  0.879756
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0        89631  validation    3.391252  0.879756
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0        89632  subtrain    3.524662  0.881407
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0        89632  validation    3.391244  0.879757
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0        89633  validation    3.391236  0.879757
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0        89634  validation    3.391227  0.879757
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0        89635  validation    3.391218  0.879758
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0        89636  validation     3.39121  0.879758
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0        89637  validation    3.391201  0.879759
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0        89638  validation    3.391193  0.87976
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0        89639  validation    3.391185  0.87976
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0        89640  validation    3.391176  0.87976
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0        89641  validation    3.391168  0.87976
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0        89642  validation    3.391159  0.87976
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0        89643  validation    3.391151  0.879761
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0        89644  validation    3.391142  0.879761
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0        89646  validation    3.391125  0.879762
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0        89647  validation    3.391117  0.879763
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0        89648  validation    3.391108  0.879763
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0        89650  validation    3.391091  0.879764
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0        89651  validation    3.391083  0.879765
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0        89652  subtrain    3.524462  0.881422
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0        89743  validation    3.390303  0.879809
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0        89765  validation    3.390117  0.879819
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0        89785  validation    3.389948  0.87983
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0        89788  validation    3.389922  0.879831
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0        89789  validation    3.389914  0.879831
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0        89790  subtrain    3.523082  0.881494
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0        89790  validation    3.389905  0.879831
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0        89791  subtrain    3.523072  0.881496
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0        89791  validation    3.389897  0.879831
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0        89792  subtrain    3.523061  0.881497
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0        89792  validation    3.389888  0.879832
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0        89793  subtrain    3.523052  0.881498
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0        89793  validation     3.38988  0.879832
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0        89794  validation    3.389872  0.879833
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0        89795  subtrain    3.523031  0.8815
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0        89795  validation    3.389863  0.879833
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0        89796  subtrain    3.523021  0.8815
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0        89796  validation    3.389854  0.879833
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0        89797  subtrain    3.523012  0.881501
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0        89797  validation    3.389846  0.879834
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0        89799  subtrain    3.522992  0.881502
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0        89799  validation    3.389829  0.879836
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0        89802  subtrain    3.522962  0.881506
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0        89814  validation    3.389702  0.879844
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0        89815  validation    3.389694  0.879845
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0        89816  subtrain    3.522822  0.881516
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0        89816  validation    3.389686  0.879845
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0        89819  subtrain    3.522792  0.881518
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0        89821  subtrain    3.522772  0.881519
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0        89826  validation    3.389601  0.879849
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0        89827  subtrain    3.522712  0.881522
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0        89827  validation    3.389592  0.87985
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0        89828  validation    3.389583  0.87985
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0        89829  validation    3.389575  0.87985
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0        89831  validation    3.389558  0.879851
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0        89832  validation     3.38955  0.879851
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0        89833  validation    3.389541  0.879852
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0        89834  validation    3.389533  0.879852
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0        89836  validation    3.389516  0.879853
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0        89837  validation    3.389508  0.879854
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0        89838  validation    3.389499  0.879854
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0        89839  subtrain    3.522592  0.881528
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0        89839  validation    3.389491  0.879854
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0        89840  subtrain    3.522582  0.881528
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0        89840  validation    3.389482  0.879855
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0        89841  subtrain    3.522573  0.881528
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0        89841  validation    3.389474  0.879856
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0        89842  subtrain    3.522562  0.881528
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0        89842  validation    3.389465  0.879856
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0        89843  subtrain    3.522552  0.881529
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0        89843  validation    3.389457  0.879857
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0        89844  validation    3.389448  0.879857
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0        89845  subtrain    3.522532  0.881532
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0        89845  validation    3.389439  0.879857
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0        89846  subtrain    3.522522  0.881532
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0        89846  validation    3.389432  0.879858
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0        89847  subtrain    3.522512  0.881533
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0        89847  validation    3.389423  0.879859
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0        89848  subtrain    3.522502  0.881533
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0        89848  validation    3.389415  0.87986
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0        89849  subtrain    3.522492  0.881533
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0        89849  validation    3.389406  0.87986
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0        89850  subtrain    3.522482  0.881534
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0        89850  validation    3.389397  0.87986
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0        89851  validation    3.389389  0.87986
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0        89852  validation     3.38938  0.879861
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0        89853  validation    3.389372  0.879862
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0        89854  validation    3.389364  0.879863
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0        89855  subtrain    3.522432  0.881537
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0        89855  validation    3.389355  0.879864
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0        89856  subtrain    3.522422  0.881537
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0        89856  validation    3.389347  0.879865
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0        89857  subtrain    3.522412  0.881537
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0        89857  validation    3.389338  0.879865
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0        89858  subtrain    3.522402  0.881537
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0        89858  validation     3.38933  0.879866
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0        89859  validation    3.389322  0.879867
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0        89860  validation    3.389313  0.879867
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0        89861  validation    3.389305  0.879867
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0        89862  validation    3.389296  0.879868
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0        89863  subtrain    3.522352  0.881542
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0        89863  validation    3.389287  0.879869
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0        89864  subtrain    3.522342  0.881542
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0        89864  validation    3.389279  0.879869
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0        89865  subtrain    3.522333  0.881544
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0        89865  validation     3.38927  0.87987
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0        89866  subtrain    3.522322  0.881544
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0        89866  validation    3.389262  0.87987
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0        89867  validation    3.389254  0.879869
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0        89868  validation    3.389245  0.87987
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0        89869  validation    3.389237  0.879872
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0        89870  validation    3.389229  0.879872
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0        89871  subtrain    3.522272  0.881549
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0        89871  validation     3.38922  0.879872
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0        89872  validation    3.389211  0.879873
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0        89873  validation    3.389203  0.879875
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0        89874  validation    3.389194  0.879875
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0        89875  subtrain    3.522233  0.881551
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0        89875  validation    3.389186  0.879876
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0        89876  subtrain    3.522223  0.881551
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0        89876  validation    3.389178  0.879877
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0        89877  validation    3.389169  0.879878
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0        89878  subtrain    3.522203  0.881552
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0        89878  validation    3.389161  0.879878
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0        89879  validation    3.389152  0.879878
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0        89880  subtrain    3.522183  0.881555
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0        89880  validation    3.389144  0.879878
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0        90499  validation    3.383924  0.880206
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0        90500  subtrain    3.516012  0.881902
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0        90500  validation    3.383916  0.880206
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0        90501  subtrain    3.516003  0.881903
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0        90503  validation    3.383891  0.880207
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0        90504  validation    3.383882  0.880208
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0        90513  subtrain    3.515884  0.881911
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0        90515  subtrain    3.515864  0.881911
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0        90516  validation    3.383781  0.880216
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0        90518  subtrain    3.515834  0.881911
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0        90523  validation    3.383723  0.88022
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0        90527  subtrain    3.515745  0.881917
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0        90527  validation    3.383689  0.880222
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0        90528  subtrain    3.515735  0.881918
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0        90539  validation    3.383588  0.880228
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0        90540  validation    3.383579  0.880228
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0        90542  validation    3.383563  0.880228
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0        90547  validation    3.383521  0.880232
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0        90550  validation    3.383496  0.880235
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0        90552  validation    3.383479  0.880237
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0        90553  subtrain    3.515487  0.881932
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0        90553  validation    3.383471  0.880238
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0        90554  validation    3.383462  0.880238
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0        90555  validation    3.383454  0.880238
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0        90556  subtrain    3.515457  0.881933
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0        90556  validation    3.383445  0.880238
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0        90557  subtrain    3.515448  0.881934
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0        90557  validation    3.383437  0.88024
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0        90588  validation    3.383177  0.880252
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0        90589  subtrain    3.515131  0.881951
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0        90590  subtrain     3.51512  0.881951
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0        90591  subtrain    3.515111  0.881951
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0        90591  validation    3.383152  0.880254
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0        90592  subtrain    3.515101  0.881951
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0        90592  validation    3.383143  0.880254
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0        90593  subtrain    3.515091  0.881952
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0        90593  validation    3.383135  0.880256
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0        90594  subtrain    3.515081  0.881952
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0        90594  validation    3.383126  0.880257
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0        90595  subtrain    3.515071  0.881952
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0        90595  validation    3.383118  0.880257
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0        90596  subtrain    3.515062  0.881952
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0        90596  validation     3.38311  0.880257
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0        90597  subtrain    3.515051  0.881953
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0        90597  validation    3.383101  0.880258
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0        90598  subtrain    3.515041  0.881954
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0        90598  validation    3.383093  0.880259
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0        90599  subtrain    3.515032  0.881955
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0        90599  validation    3.383085  0.88026
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0        90600  subtrain    3.515022  0.881955
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0        90600  validation    3.383077  0.880259
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0        90601  subtrain    3.515012  0.881956
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0        90601  validation    3.383068  0.880261
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0        90602  validation    3.383059  0.880261
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0        90603  validation    3.383051  0.880262
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0        90607  validation    3.383018  0.880262
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0        90610  subtrain    3.514923  0.881962
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0        90610  validation    3.382993  0.880264
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0        90611  subtrain    3.514913  0.881963
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0        90611  validation    3.382984  0.880264
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0        90612  subtrain    3.514903  0.881964
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0        90612  validation    3.382976  0.880264
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0        90613  subtrain    3.514893  0.881965
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0        90613  validation    3.382967  0.880265
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0        90614  subtrain    3.514884  0.881965
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0        90614  validation    3.382959  0.880266
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0        90615  subtrain    3.514873  0.881966
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0        90615  validation    3.382951  0.880266
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0        90616  subtrain    3.514863  0.881967
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0        90616  validation    3.382942  0.880266
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0        90617  subtrain    3.514853  0.881967
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0        90617  validation    3.382934  0.880267
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0        90618  subtrain    3.514843  0.881968
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0        90618  validation    3.382925  0.880268
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0        90619  subtrain    3.514833  0.881968
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0        90619  validation    3.382917  0.880269
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0        90620  subtrain    3.514823  0.881969
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0        90620  validation    3.382908  0.880269
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0        90621  subtrain    3.514814  0.881969
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0        90621  validation      3.3829  0.88027
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0        90622  subtrain    3.514803  0.88197
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0        90622  validation    3.382891  0.880271
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0        90623  subtrain    3.514794  0.88197
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0        90623  validation    3.382883  0.880271
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0        90624  subtrain    3.514784  0.88197
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0        90624  validation    3.382875  0.880272
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0        90625  subtrain    3.514774  0.881971
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0        90625  validation    3.382866  0.880272
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0        90626  subtrain    3.514764  0.881971
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0        90626  validation    3.382858  0.880273
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0        90627  subtrain    3.514754  0.881972
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0        90627  validation     3.38285  0.880274
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0        90628  subtrain    3.514744  0.881971
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0        90628  validation    3.382841  0.880275
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0        90629  subtrain    3.514734  0.881972
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0        90629  validation    3.382833  0.880275
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0        90630  subtrain    3.514724  0.881972
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0        90630  validation    3.382825  0.880275
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0        90631  subtrain    3.514714  0.881973
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0        90631  validation    3.382816  0.880276
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0        90632  subtrain    3.514704  0.881973
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0        90632  validation    3.382808  0.880276
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0        90633  subtrain    3.514695  0.881974
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0        90633  validation      3.3828  0.880277
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0        90634  subtrain    3.514685  0.881974
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0        90634  validation    3.382791  0.880277
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0        90635  subtrain    3.514675  0.881976
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0        90635  validation    3.382783  0.880278
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0        90636  subtrain    3.514665  0.881976
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0        90636  validation    3.382775  0.880278
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0        90637  subtrain    3.514655  0.881977
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0        90637  validation    3.382766  0.88028
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0        90638  subtrain    3.514645  0.881977
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0        90638  validation    3.382757  0.88028
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0        90639  subtrain    3.514636  0.881977
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0        90639  validation    3.382749  0.880281
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0        90640  subtrain    3.514625  0.881978
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0        90640  validation    3.382741  0.880281
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0        90641  subtrain    3.514615  0.881979
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0        90641  validation    3.382732  0.880281
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0        90642  subtrain    3.514606  0.88198
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0        90642  validation    3.382724  0.880282
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0        90643  subtrain    3.514596  0.88198
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0        90643  validation    3.382716  0.880283
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0        90644  validation    3.382707  0.880284
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0        90645  subtrain    3.514576  0.881981
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0        90645  validation    3.382699  0.880286
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0        90646  subtrain    3.514566  0.881981
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0        90646  validation    3.382691  0.880286
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0        90647  validation    3.382682  0.880286
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0        90648  validation    3.382674  0.880287
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0        90649  validation    3.382665  0.880288
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0        90650  subtrain    3.514526  0.881982
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0        90650  validation    3.382657  0.880288
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0        90651  validation    3.382648  0.880288
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0        90652  validation     3.38264  0.880288
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0        90653  validation    3.382632  0.880289
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0        90654  validation    3.382624  0.88029
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0        90655  validation    3.382615  0.880292
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0        90656  validation    3.382607  0.880292
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0        90658  validation     3.38259  0.880293
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0        90659  validation    3.382581  0.880293
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0        90662  validation    3.382557  0.880295
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0        90663  validation    3.382548  0.880295
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0        90664  validation     3.38254  0.880296
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0        90665  subtrain    3.514378  0.881988
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0        90665  validation    3.382531  0.880296
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0        90666  validation    3.382523  0.880297
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0        90667  validation    3.382514  0.880297
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0        90668  subtrain    3.514348  0.881989
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0        90668  validation    3.382506  0.880298
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0        90669  validation    3.382498  0.880298
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0        90670  subtrain    3.514328  0.881989
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0        90670  validation    3.382489  0.880298
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0        90671  validation    3.382481  0.880299
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0        90672  validation    3.382473  0.8803
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0        90688  validation    3.382339  0.880309
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0        90689  validation     3.38233  0.880309
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0        90694  validation    3.382289  0.880312
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0        90695  validation     3.38228  0.880312
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0        90696  validation    3.382272  0.880312
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0        90697  validation    3.382263  0.880313
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0        90698  validation    3.382255  0.880314
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0        90699  subtrain    3.514041  0.882012
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0        90699  validation    3.382246  0.880314
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0        90700  validation    3.382238  0.880314
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0        90701  subtrain    3.514021  0.882013
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0        90701  validation    3.382229  0.880315
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0        90702  validation    3.382221  0.880315
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0        90703  validation    3.382214  0.880316
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0        90704  validation    3.382205  0.880316
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0        90705  subtrain    3.513982  0.882016
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0        90705  validation    3.382196  0.880317
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0        90706  validation    3.382188  0.880318
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0        90707  subtrain    3.513962  0.882018
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0        90707  validation    3.382179  0.880319
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0        90708  validation    3.382171  0.88032
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0        90710  subtrain    3.513932  0.88202
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0        90710  validation    3.382154  0.880321
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0        90711  subtrain    3.513923  0.882021
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0        90711  validation    3.382146  0.880322
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0        90712  subtrain    3.513912  0.882021
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0        90712  validation    3.382137  0.880323
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0        90713  subtrain    3.513903  0.882021
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0        90713  validation    3.382129  0.880324
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0        90714  subtrain    3.513893  0.882021
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0        90714  validation    3.382121  0.880324
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0        90715  subtrain    3.513883  0.882021
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0        90715  validation    3.382113  0.880325
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0        90716  subtrain    3.513873  0.882021
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0        90716  validation    3.382104  0.880325
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0        90717  subtrain    3.513863  0.882022
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0        90717  validation    3.382096  0.880326
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0        90718  subtrain    3.513854  0.882023
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0        90718  validation    3.382087  0.880326
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0        90719  subtrain    3.513844  0.882024
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0        90719  validation    3.382079  0.880326
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0        90720  validation    3.382071  0.880327
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0        90721  subtrain    3.513824  0.882025
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0        90721  validation    3.382062  0.880327
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0        90722  subtrain    3.513814  0.882025
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0        90722  validation    3.382054  0.880328
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0        90723  subtrain    3.513804  0.882025
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0        90723  validation    3.382046  0.880328
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0        90724  subtrain    3.513794  0.882026
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0        90724  validation    3.382037  0.880328
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0        90725  subtrain    3.513784  0.882027
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0        90725  validation    3.382029  0.880329
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0        90726  validation     3.38202  0.880329
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0        90727  subtrain    3.513764  0.882027
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0        90727  validation    3.382012  0.880329
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0        90728  validation    3.382004  0.88033
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0        90729  validation    3.381995  0.88033
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0        90730  validation    3.381987  0.88033
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0        90731  subtrain    3.513725  0.882028
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0        90731  validation    3.381979  0.88033
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0        90732  subtrain    3.513715  0.882029
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0        90732  validation     3.38197  0.880331
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0        90733  validation    3.381962  0.880331
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0        90734  subtrain    3.513695  0.882031
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0        90734  validation    3.381953  0.880331
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0        90735  subtrain    3.513685  0.882032
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0        90735  validation    3.381945  0.88033
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0        90736  validation    3.381937  0.880331
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0        90737  validation    3.381928  0.880331
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0        90738  validation     3.38192  0.880331
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0        90739  validation    3.381911  0.880332
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0        90740  validation    3.381903  0.880333
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0        90741  validation    3.381895  0.880334
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0        90742  validation    3.381886  0.880335
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0        90743  validation    3.381878  0.880335
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0        90744  validation     3.38187  0.880335
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0        90745  validation    3.381861  0.880336
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0        90746  validation    3.381853  0.880338
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0        90747  validation    3.381845  0.880339
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0        90748  validation    3.381836  0.880339
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0        90749  validation    3.381828  0.88034
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0        90751  validation    3.381811  0.88034
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0        90755  validation    3.381778  0.880341
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0        90757  validation    3.381761  0.880342
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0        90767  validation    3.381677  0.880348
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0        90768  validation    3.381669  0.880348
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0        90769  validation     3.38166  0.880349
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0        90770  validation    3.381652  0.880349
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0        90780  validation    3.381568  0.880356
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0        90784  validation    3.381535  0.880359
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0        90785  validation    3.381527  0.880359
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0        90786  validation    3.381518  0.88036
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0        90787  validation     3.38151  0.880361
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0        90788  subtrain    3.513161  0.882057
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0        90788  validation    3.381502  0.880361
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0        90801  validation    3.381393  0.880368
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0        90810  validation    3.381317  0.880372
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0        90811  validation    3.381309  0.880373
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0        90812  subtrain    3.512924  0.882074
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0        90812  validation      3.3813  0.880373
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0        90813  subtrain    3.512914  0.882075
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0        90813  validation    3.381293  0.880373
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0        90814  subtrain    3.512904  0.882076
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0        90814  validation    3.381284  0.880375
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0        90815  subtrain    3.512894  0.882077
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0        90815  validation    3.381275  0.880375
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0        90816  subtrain    3.512884  0.882078
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0        90816  validation    3.381267  0.880376
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0        90817  subtrain    3.512874  0.882078
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0        90817  validation    3.381259  0.880376
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0        90818  subtrain    3.512865  0.882079
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0        90818  validation    3.381251  0.880376
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0        90819  subtrain    3.512854  0.882079
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0        90819  validation    3.381242  0.880377
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0        90820  validation    3.381234  0.880377
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0        90821  validation    3.381225  0.880378
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0        90822  subtrain    3.512825  0.882081
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0        90822  validation    3.381217  0.880379
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0        90823  validation    3.381209  0.88038
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0        90824  subtrain    3.512805  0.882083
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0        90824  validation      3.3812  0.88038
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0        90825  subtrain    3.512795  0.882083
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0        90825  validation    3.381192  0.880381
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0        90826  subtrain    3.512785  0.882084
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0        90826  validation    3.381184  0.880381
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0        90827  subtrain    3.512776  0.882085
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0        90827  validation    3.381175  0.880381
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0        90828  subtrain    3.512766  0.882087
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0        90828  validation    3.381167  0.880381
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0        90829  subtrain    3.512756  0.882087
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0        90829  validation    3.381159  0.880381
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0        90830  subtrain    3.512746  0.882088
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0        90830  validation     3.38115  0.880381
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0        90831  subtrain    3.512736  0.882088
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0        90831  validation    3.381141  0.880382
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0        90832  subtrain    3.512726  0.88209
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0        90832  validation    3.381134  0.880382
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0        90833  subtrain    3.512716  0.882091
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0        90833  validation    3.381125  0.880383
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0        90834  subtrain    3.512706  0.882092
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0        90834  validation    3.381117  0.880383
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0        90835  subtrain    3.512697  0.882093
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0        90835  validation    3.381108  0.880384
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0        90836  subtrain    3.512686  0.882094
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0        90836  validation      3.3811  0.880384
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0        90837  subtrain    3.512676  0.882095
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0        90837  validation    3.381091  0.880385
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0        90838  subtrain    3.512667  0.882096
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0        90838  validation    3.381084  0.880385
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0        90839  subtrain    3.512657  0.882096
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0        90839  validation    3.381075  0.880385
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0        90840  subtrain    3.512647  0.882097
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0        90840  validation    3.381066  0.880386
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0        90841  validation    3.381059  0.880387
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0        90842  validation     3.38105  0.880388
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0        90843  validation    3.381042  0.880388
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0        90844  validation    3.381033  0.880388
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0        90845  validation    3.381025  0.880389
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0        90846  validation    3.381017  0.880389
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0        90847  validation    3.381008  0.880391
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0        90848  subtrain    3.512568  0.882101
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0        90848  validation       3.381  0.88039
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0        90849  validation    3.380991  0.88039
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0        90850  validation    3.380983  0.880392
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0        90860  validation    3.380899  0.880396
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0        90869  validation    3.380824  0.880402
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0        90870  validation    3.380816  0.880403
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0        90871  validation    3.380807  0.880403
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0        90872  validation    3.380799  0.880405
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0        90873  validation    3.380791  0.880405
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0        90874  validation    3.380782  0.880406
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0        90875  validation    3.380774  0.880407
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0        90876  validation    3.380766  0.880408
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0        90877  validation    3.380757  0.880408
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0        90878  validation     3.38075  0.880407
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0        90879  validation    3.380741  0.880408
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0        90880  validation    3.380733  0.880408
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0        90881  validation    3.380724  0.880409
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0        90882  validation    3.380716  0.880409
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0        90883  validation    3.380707  0.88041
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0        90884  validation    3.380699  0.88041
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0        90885  validation     3.38069  0.880411
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0        90886  validation    3.380682  0.880411
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0        90887  validation    3.380673  0.880412
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0        90888  validation    3.380666  0.880412
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0        90889  validation    3.380657  0.880412
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0        90890  validation    3.380648  0.880412
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0        90891  validation     3.38064  0.880413
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0        90892  validation    3.380632  0.880414
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0        90893  validation    3.380623  0.880415
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0        90894  validation    3.380615  0.880415
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0        90895  validation    3.380607  0.880415
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0        90896  validation    3.380599  0.880415
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0        90897  validation     3.38059  0.880416
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0        90898  validation    3.380582  0.880416
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0        90899  subtrain    3.512064  0.882127
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0        90899  validation    3.380574  0.880416
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0        90900  subtrain    3.512055  0.882127
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0        90900  validation    3.380565  0.880417
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0        90901  subtrain    3.512045  0.882128
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0        90901  validation    3.380557  0.880417
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0        90902  subtrain    3.512035  0.882128
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0        90902  validation    3.380548  0.880417
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0        90903  subtrain    3.512025  0.882128
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0        90923  validation    3.380373  0.880428
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0        90925  validation    3.380356  0.880428
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0        90926  validation    3.380348  0.880428
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0        90927  validation    3.380339  0.880428
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0        90928  subtrain    3.511779  0.882136
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0        90928  validation    3.380332  0.880428
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0        90929  subtrain    3.511768  0.882136
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0        90929  validation    3.380323  0.880428
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0        90930  subtrain    3.511758  0.882137
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0        90930  validation    3.380314  0.880428
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0        90931  subtrain    3.511749  0.882138
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0        90931  validation    3.380306  0.880429
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0        90932  subtrain    3.511739  0.882138
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0        90932  validation    3.380298  0.880429
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0        90933  subtrain    3.511729  0.882139
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0        90933  validation     3.38029  0.88043
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0        90934  subtrain    3.511719  0.88214
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0        90934  validation    3.380281  0.88043
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0        90935  subtrain    3.511709  0.88214
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0        90935  validation    3.380273  0.880431
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0        90936  validation    3.380265  0.880431
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0        90937  subtrain     3.51169  0.882141
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0        90937  validation    3.380256  0.880432
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0        90938  validation    3.380248  0.880432
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0        90939  subtrain     3.51167  0.882141
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0        90939  validation    3.380239  0.880432
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0        90940  subtrain     3.51166  0.882141
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0        90940  validation    3.380231  0.880433
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0        90941  subtrain     3.51165  0.882142
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0        90941  validation    3.380223  0.880432
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0        90942  subtrain     3.51164  0.882143
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0        90942  validation    3.380214  0.880434
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0        90943  subtrain    3.511631  0.882144
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0        90943  validation    3.380206  0.880434
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0        90944  subtrain    3.511621  0.882144
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0        90944  validation    3.380198  0.880435
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0        90945  subtrain    3.511611  0.882145
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0        90945  validation    3.380189  0.880436
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0        90946  subtrain    3.511601  0.882145
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0        90946  validation    3.380181  0.880437
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0        90947  validation    3.380173  0.880438
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0        90948  subtrain    3.511581  0.882146
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0        90948  validation    3.380164  0.880439
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0        90950  validation    3.380148  0.88044
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0        90951  validation    3.380139  0.88044
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0        90953  subtrain    3.511532  0.882149
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0        90953  validation    3.380123  0.880441
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0        90954  subtrain    3.511522  0.882149
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0        90954  validation    3.380114  0.88044
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0        90955  subtrain    3.511512  0.882149
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0        90955  validation    3.380106  0.880441
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0        90956  validation    3.380098  0.880441
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0        90957  subtrain    3.511492  0.882151
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0        90957  validation    3.380089  0.880441
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0        90958  validation    3.380081  0.88044
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0        90959  validation    3.380073  0.880441
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0        90960  validation    3.380064  0.880442
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0        90961  validation    3.380056  0.880443
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0        90962  validation    3.380047  0.880444
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0        90963  subtrain    3.511434  0.882154
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0        90963  validation    3.380039  0.880445
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0        90964  subtrain    3.511424  0.882155
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0        90964  validation    3.380032  0.880445
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0        90965  subtrain    3.511413  0.882155
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0        90965  validation    3.380022  0.880446
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0        90966  validation    3.380014  0.880446
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0        90967  subtrain    3.511393  0.882156
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0        90967  validation    3.380006  0.880446
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0        90968  subtrain    3.511384  0.882156
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0        90968  validation    3.379998  0.880446
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0        90969  subtrain    3.511374  0.882156
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0        90969  validation    3.379989  0.880446
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0        90970  subtrain    3.511364  0.882156
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0        90970  validation    3.379981  0.880448
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0        90971  subtrain    3.511354  0.882158
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0        90971  validation    3.379972  0.880448
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0        90972  subtrain    3.511344  0.882159
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0        90972  validation    3.379964  0.880448
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0        90973  subtrain    3.511334  0.882159
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0        90973  validation    3.379956  0.880448
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0        90974  validation    3.379947  0.880448
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0        90975  subtrain    3.511314  0.88216
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0        90975  validation    3.379939  0.880449
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0        90976  subtrain    3.511305  0.88216
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0        90976  validation     3.37993  0.88045
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0        90977  subtrain    3.511295  0.88216
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0        90977  validation    3.379922  0.88045
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0        90978  subtrain    3.511285  0.88216
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0        90978  validation    3.379914  0.88045
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0        90979  subtrain    3.511275  0.882161
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0        90979  validation    3.379905  0.880451
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0        90980  subtrain    3.511266  0.882162
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0        90980  validation    3.379898  0.880452
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0        90981  subtrain    3.511256  0.882163
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0        90981  validation    3.379889  0.880452
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0        90982  subtrain    3.511245  0.882163
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0        90982  validation     3.37988  0.880453
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0        90983  subtrain    3.511236  0.882164
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0        90983  validation    3.379872  0.880453
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0        90984  subtrain    3.511226  0.882164
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0        90984  validation    3.379864  0.880454
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0        90985  subtrain    3.511216  0.882164
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0        90985  validation    3.379855  0.880455
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0        90986  subtrain    3.511206  0.882165
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0        90986  validation    3.379847  0.880455
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0        90987  subtrain    3.511196  0.882165
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0        90987  validation    3.379839  0.880455
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0        90988  subtrain    3.511187  0.882166
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0        90988  validation     3.37983  0.880455
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0        90989  subtrain    3.511177  0.882166
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0        90989  validation    3.379822  0.880455
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0        90990  subtrain    3.511166  0.882167
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0        90990  validation    3.379814  0.880457
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0        90991  subtrain    3.511157  0.882167
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0        90991  validation    3.379806  0.880457
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0        90992  validation    3.379797  0.880458
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0        90993  validation    3.379789  0.880458
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0        90994  validation    3.379781  0.880461
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0        90995  validation    3.379772  0.880462
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0        90998  validation    3.379747  0.880465
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0        90999  validation    3.379739  0.880467
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0        91000  subtrain    3.511068  0.882168
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0        91000  validation     3.37973  0.880467
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0        91003  validation    3.379705  0.880468
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   step_number    set_name  loss_value       auc
0        91361  validation    3.376725  0.880647
   step_number  set_name  loss_value       auc
0        91362  subtrain    3.507506  0.882382
   step_number    set_name  loss_value       auc
0        91362  validation    3.376717  0.880648
   step_number  set_name  loss_value       auc
0        91363  subtrain    3.507496  0.882383
   step_number    set_name  loss_value       auc
0        91363  validation    3.376709  0.880648
   step_number  set_name  loss_value       auc
0        91364  subtrain    3.507486  0.882383
   step_number    set_name  loss_value       auc
0        91364  validation      3.3767  0.880648
   step_number  set_name  loss_value       auc
0        91365  subtrain    3.507477  0.882384
   step_number    set_name  loss_value       auc
0        91365  validation    3.376693  0.880648
   step_number  set_name  loss_value       auc
0        91366  subtrain    3.507466  0.882385
   step_number    set_name  loss_value       auc
0        91366  validation    3.376684  0.880649
   step_number  set_name  loss_value       auc
0        91367  subtrain    3.507457  0.882387
   step_number    set_name  loss_value      auc
0        91367  validation    3.376675  0.88065
   step_number  set_name  loss_value       auc
0        91368  subtrain    3.507447  0.882388
   step_number    set_name  loss_value      auc
0        91368  validation    3.376667  0.88065
   step_number  set_name  loss_value       auc
0        91369  subtrain    3.507437  0.882389
   step_number    set_name  loss_value       auc
0        91369  validation    3.376659  0.880652
   step_number  set_name  loss_value       auc
0        91370  subtrain    3.507427  0.882389
   step_number    set_name  loss_value       auc
0        91370  validation     3.37665  0.880653
   step_number  set_name  loss_value       auc
0        91371  subtrain    3.507417  0.882389
   step_number    set_name  loss_value       auc
0        91371  validation    3.376642  0.880653
   step_number  set_name  loss_value      auc
0        91372  subtrain    3.507407  0.88239
   step_number    set_name  loss_value       auc
0        91372  validation    3.376634  0.880653
   step_number  set_name  loss_value       auc
0        91373  subtrain    3.507397  0.882391
   step_number    set_name  loss_value       auc
0        91373  validation    3.376625  0.880654
   step_number  set_name  loss_value       auc
0        91374  subtrain    3.507388  0.882393
   step_number    set_name  loss_value       auc
0        91374  validation    3.376617  0.880654
   step_number  set_name  loss_value       auc
0        91375  subtrain    3.507378  0.882394
   step_number    set_name  loss_value       auc
0        91375  validation    3.376609  0.880654
   step_number  set_name  loss_value       auc
0        91376  subtrain    3.507368  0.882395
   step_number    set_name  loss_value       auc
0        91376  validation    3.376601  0.880654
   step_number  set_name  loss_value       auc
0        91377  subtrain    3.507358  0.882396
   step_number    set_name  loss_value       auc
0        91377  validation    3.376592  0.880655
   step_number  set_name  loss_value       auc
0        91378  subtrain    3.507349  0.882397
   step_number    set_name  loss_value       auc
0        91378  validation    3.376584  0.880656
   step_number  set_name  loss_value       auc
0        91379  subtrain    3.507339  0.882397
   step_number    set_name  loss_value       auc
0        91379  validation    3.376576  0.880656
   step_number  set_name  loss_value       auc
0        91380  subtrain    3.507329  0.882397
   step_number    set_name  loss_value       auc
0        91380  validation    3.376567  0.880656
   step_number  set_name  loss_value       auc
0        91381  subtrain    3.507319  0.882398
   step_number    set_name  loss_value       auc
0        91381  validation    3.376559  0.880657
   step_number  set_name  loss_value       auc
0        91382  subtrain     3.50731  0.882399
   step_number    set_name  loss_value       auc
0        91382  validation    3.376551  0.880659
   step_number  set_name  loss_value       auc
0        91383  subtrain      3.5073  0.882399
   step_number    set_name  loss_value      auc
0        91383  validation    3.376543  0.88066
   step_number  set_name  loss_value     auc
0        91384  subtrain     3.50729  0.8824
   step_number    set_name  loss_value      auc
0        91384  validation    3.376534  0.88066
   step_number  set_name  loss_value     auc
0        91385  subtrain     3.50728  0.8824
   step_number    set_name  loss_value      auc
0        91385  validation    3.376526  0.88066
   step_number  set_name  loss_value     auc
0        91386  subtrain     3.50727  0.8824
   step_number    set_name  loss_value       auc
0        91386  validation    3.376518  0.880661
   step_number  set_name  loss_value       auc
0        91387  subtrain     3.50726  0.882401
   step_number    set_name  loss_value       auc
0        91387  validation    3.376509  0.880662
   step_number  set_name  loss_value       auc
0        91388  subtrain    3.507251  0.882401
   step_number    set_name  loss_value       auc
0        91388  validation    3.376501  0.880662
   step_number  set_name  loss_value       auc
0        91389  subtrain    3.507241  0.882402
   step_number    set_name  loss_value       auc
0        91389  validation    3.376493  0.880663
   step_number  set_name  loss_value       auc
0        91390  subtrain    3.507231  0.882402
   step_number    set_name  loss_value       auc
0        91390  validation    3.376484  0.880663
   step_number  set_name  loss_value       auc
0        91391  subtrain    3.507221  0.882403
   step_number    set_name  loss_value       auc
0        91391  validation    3.376476  0.880663
   step_number  set_name  loss_value       auc
0        91392  subtrain    3.507211  0.882404
   step_number    set_name  loss_value       auc
0        91392  validation    3.376468  0.880663
   step_number  set_name  loss_value       auc
0        91393  subtrain    3.507202  0.882404
   step_number    set_name  loss_value       auc
0        91393  validation     3.37646  0.880664
   step_number  set_name  loss_value       auc
0        91394  subtrain    3.507191  0.882404
   step_number    set_name  loss_value       auc
0        91394  validation    3.376451  0.880664
   step_number  set_name  loss_value       auc
0        91395  subtrain    3.507182  0.882404
   step_number    set_name  loss_value       auc
0        91395  validation    3.376443  0.880665
   step_number  set_name  loss_value       auc
0        91396  subtrain    3.507172  0.882405
   step_number    set_name  loss_value       auc
0        91396  validation    3.376434  0.880665
   step_number  set_name  loss_value       auc
0        91397  subtrain    3.507162  0.882406
   step_number    set_name  loss_value       auc
0        91397  validation    3.376426  0.880666
   step_number  set_name  loss_value       auc
0        91398  subtrain    3.507152  0.882407
   step_number    set_name  loss_value       auc
0        91398  validation    3.376418  0.880666
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0        91399  subtrain    3.507143  0.882408
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0        91399  validation     3.37641  0.880667
   step_number  set_name  loss_value       auc
0        91400  subtrain    3.507133  0.882408
   step_number    set_name  loss_value       auc
0        91400  validation    3.376402  0.880668
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0        91401  subtrain    3.507123  0.882408
   step_number    set_name  loss_value      auc
0        91401  validation    3.376393  0.88067
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0        91402  subtrain    3.507113  0.882409
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0        91402  validation    3.376385  0.880669
   step_number  set_name  loss_value       auc
0        91403  subtrain    3.507103  0.882409
   step_number    set_name  loss_value      auc
0        91403  validation    3.376377  0.88067
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0        91404  subtrain    3.507094  0.882409
   step_number    set_name  loss_value      auc
0        91404  validation    3.376369  0.88067
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0        91405  subtrain    3.507084  0.88241
   step_number    set_name  loss_value      auc
0        91405  validation     3.37636  0.88067
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0        91406  subtrain    3.507074  0.88241
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0        91406  validation    3.376352  0.88067
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0        91407  subtrain    3.507064  0.882412
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0        91407  validation    3.376343  0.880671
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0        91408  subtrain    3.507054  0.882412
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0        91408  validation    3.376335  0.880672
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0        91409  subtrain    3.507045  0.882413
   step_number    set_name  loss_value       auc
0        91409  validation    3.376327  0.880672
   step_number  set_name  loss_value       auc
0        91410  subtrain    3.507035  0.882413
   step_number    set_name  loss_value       auc
0        91410  validation    3.376318  0.880672
   step_number  set_name  loss_value       auc
0        91411  subtrain    3.507025  0.882414
   step_number    set_name  loss_value       auc
0        91411  validation     3.37631  0.880672
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0        91412  subtrain    3.507015  0.882414
   step_number    set_name  loss_value       auc
0        91412  validation    3.376302  0.880673
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0        91413  subtrain    3.507005  0.882415
   step_number    set_name  loss_value       auc
0        91413  validation    3.376294  0.880673
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0        91414  subtrain    3.506995  0.882416
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0        91414  validation    3.376285  0.880674
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0        91415  subtrain    3.506986  0.882417
   step_number    set_name  loss_value       auc
0        91415  validation    3.376277  0.880675
   step_number  set_name  loss_value       auc
0        91416  subtrain    3.506976  0.882417
   step_number    set_name  loss_value       auc
0        91416  validation    3.376269  0.880676
   step_number  set_name  loss_value       auc
0        91417  subtrain    3.506966  0.882417
   step_number    set_name  loss_value       auc
0        91417  validation     3.37626  0.880677
   step_number  set_name  loss_value       auc
0        91418  subtrain    3.506956  0.882417
   step_number    set_name  loss_value       auc
0        91418  validation    3.376252  0.880679
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0        91419  subtrain    3.506947  0.882418
   step_number    set_name  loss_value       auc
0        91419  validation    3.376243  0.880679
   step_number  set_name  loss_value       auc
0        91420  subtrain    3.506937  0.882418
   step_number    set_name  loss_value       auc
0        91420  validation    3.376235  0.880679
   step_number  set_name  loss_value       auc
0        91421  subtrain    3.506927  0.882418
   step_number    set_name  loss_value      auc
0        91421  validation    3.376227  0.88068
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0        91422  subtrain    3.506917  0.88242
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0        91422  validation    3.376219  0.88068
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0        91423  subtrain    3.506907  0.88242
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0        91423  validation     3.37621  0.88068
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0        91424  subtrain    3.506897  0.88242
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0        91424  validation    3.376202  0.88068
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0        91425  subtrain    3.506887  0.88242
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0        91425  validation    3.376194  0.88068
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0        91426  subtrain    3.506878  0.882421
   step_number    set_name  loss_value       auc
0        91426  validation    3.376186  0.880681
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0        91427  subtrain    3.506868  0.882422
   step_number    set_name  loss_value       auc
0        91427  validation    3.376177  0.880683
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0        91428  subtrain    3.506858  0.882422
   step_number    set_name  loss_value       auc
0        91428  validation    3.376169  0.880683
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0        91429  subtrain    3.506849  0.882423
   step_number    set_name  loss_value       auc
0        91429  validation    3.376161  0.880683
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0        91430  subtrain    3.506839  0.882424
   step_number    set_name  loss_value       auc
0        91430  validation    3.376152  0.880683
   step_number  set_name  loss_value       auc
0        91431  subtrain    3.506829  0.882424
   step_number    set_name  loss_value       auc
0        91431  validation    3.376144  0.880684
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0        91432  subtrain    3.506819  0.882424
   step_number    set_name  loss_value       auc
0        91432  validation    3.376136  0.880685
   step_number  set_name  loss_value       auc
0        91433  subtrain    3.506809  0.882424
   step_number    set_name  loss_value       auc
0        91433  validation    3.376128  0.880685
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0        91434  subtrain    3.506799  0.882424
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0        91434  validation    3.376119  0.880686
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0        91435  subtrain    3.506789  0.882425
   step_number    set_name  loss_value       auc
0        91435  validation    3.376111  0.880688
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0        91436  subtrain     3.50678  0.882426
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0        91436  validation    3.376103  0.880688
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0        91437  subtrain     3.50677  0.882426
   step_number    set_name  loss_value       auc
0        91437  validation    3.376095  0.880688
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0        91438  subtrain     3.50676  0.882427
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0        91438  validation    3.376086  0.880688
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0        91439  subtrain     3.50675  0.882428
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0        91439  validation    3.376078  0.880688
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0        91440  subtrain    3.506741  0.882428
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0        91440  validation     3.37607  0.880688
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0        91441  subtrain    3.506731  0.882429
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0        91441  validation    3.376061  0.880688
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0        91442  subtrain    3.506721  0.882428
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0        91442  validation    3.376053  0.880688
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0        91443  subtrain    3.506711  0.882429
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0        91443  validation    3.376045  0.880689
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0        91444  subtrain    3.506701  0.88243
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0        91444  validation    3.376037  0.880689
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0        91445  subtrain    3.506692  0.882431
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0        91445  validation    3.376029  0.880691
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0        91446  subtrain    3.506682  0.882431
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0        91446  validation     3.37602  0.880691
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0        91447  subtrain    3.506671  0.882432
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0        91447  validation    3.376012  0.880691
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0        91448  subtrain    3.506663  0.882433
   step_number    set_name  loss_value       auc
0        91448  validation    3.376003  0.880691
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0        91449  subtrain    3.506652  0.882434
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0        91449  validation    3.375995  0.880692
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0        91450  subtrain    3.506643  0.882435
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0        91450  validation    3.375987  0.880692
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0        91451  subtrain    3.506633  0.882435
   step_number    set_name  loss_value       auc
0        91451  validation    3.375978  0.880692
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0        91452  subtrain    3.506623  0.882435
   step_number    set_name  loss_value       auc
0        91452  validation     3.37597  0.880692
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0        91453  subtrain    3.506613  0.882436
   step_number    set_name  loss_value       auc
0        91453  validation    3.375962  0.880692
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0        91454  subtrain    3.506603  0.882436
   step_number    set_name  loss_value       auc
0        91454  validation    3.375953  0.880692
   step_number  set_name  loss_value       auc
0        91455  subtrain    3.506594  0.882436
   step_number    set_name  loss_value       auc
0        91455  validation    3.375945  0.880692
   step_number  set_name  loss_value       auc
0        91456  subtrain    3.506584  0.882437
   step_number    set_name  loss_value       auc
0        91456  validation    3.375937  0.880692
   step_number  set_name  loss_value       auc
0        91457  subtrain    3.506573  0.882438
   step_number    set_name  loss_value       auc
0        91457  validation    3.375928  0.880692
   step_number  set_name  loss_value       auc
0        91458  subtrain    3.506564  0.882438
   step_number    set_name  loss_value       auc
0        91458  validation     3.37592  0.880695
   step_number  set_name  loss_value       auc
0        91459  subtrain    3.506555  0.882439
   step_number    set_name  loss_value       auc
0        91459  validation    3.375912  0.880695
   step_number  set_name  loss_value      auc
0        91460  subtrain    3.506545  0.88244
   step_number    set_name  loss_value       auc
0        91460  validation    3.375904  0.880696
   step_number  set_name  loss_value       auc
0        91461  subtrain    3.506534  0.882441
   step_number    set_name  loss_value       auc
0        91461  validation    3.375895  0.880697
   step_number  set_name  loss_value       auc
0        91462  subtrain    3.506525  0.882442
   step_number    set_name  loss_value       auc
0        91462  validation    3.375887  0.880698
   step_number  set_name  loss_value       auc
0        91463  subtrain    3.506515  0.882442
   step_number    set_name  loss_value       auc
0        91463  validation    3.375879  0.880699
   step_number  set_name  loss_value       auc
0        91464  subtrain    3.506505  0.882442
   step_number    set_name  loss_value       auc
0        91464  validation    3.375871  0.880699
   step_number  set_name  loss_value       auc
0        91465  subtrain    3.506495  0.882442
   step_number    set_name  loss_value     auc
0        91465  validation    3.375862  0.8807
   step_number  set_name  loss_value       auc
0        91466  subtrain    3.506485  0.882443
   step_number    set_name  loss_value       auc
0        91466  validation    3.375854  0.880701
   step_number  set_name  loss_value       auc
0        91467  subtrain    3.506475  0.882445
   step_number    set_name  loss_value       auc
0        91467  validation    3.375846  0.880702
   step_number  set_name  loss_value       auc
0        91468  subtrain    3.506466  0.882445
   step_number    set_name  loss_value       auc
0        91468  validation    3.375838  0.880702
   step_number  set_name  loss_value       auc
0        91469  subtrain    3.506456  0.882445
   step_number    set_name  loss_value       auc
0        91469  validation     3.37583  0.880702
   step_number  set_name  loss_value       auc
0        91470  subtrain    3.506447  0.882446
   step_number    set_name  loss_value       auc
0        91470  validation    3.375821  0.880703
   step_number  set_name  loss_value       auc
0        91471  subtrain    3.506436  0.882446
   step_number    set_name  loss_value       auc
0        91471  validation    3.375813  0.880703
   step_number  set_name  loss_value       auc
0        91472  subtrain    3.506427  0.882446
   step_number    set_name  loss_value       auc
0        91472  validation    3.375804  0.880702
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0        91510  validation    3.375489  0.880721
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0        91511  validation    3.375481  0.880721
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0        91512  validation    3.375472  0.880723
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0        91513  subtrain    3.506025  0.882463
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0        91513  validation    3.375464  0.880723
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0        91514  subtrain    3.506015  0.882464
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0        91514  validation    3.375455  0.880724
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0        91516  subtrain    3.505995  0.882465
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0        91519  subtrain    3.505966  0.882468
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0        91520  validation    3.375406  0.880727
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0        91521  validation    3.375398  0.880727
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0        91522  subtrain    3.505937  0.882469
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0        91522  validation    3.375389  0.880728
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0        91523  subtrain    3.505927  0.882469
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0        91523  validation    3.375381  0.880728
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0        91524  validation    3.375373  0.880728
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0        91526  validation    3.375356  0.880728
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0        91527  validation    3.375348  0.880729
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0        91528  validation     3.37534  0.88073
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0        91529  validation    3.375332  0.880731
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0        91530  subtrain    3.505858  0.882472
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0        91530  validation    3.375324  0.880732
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0        91531  subtrain    3.505848  0.882473
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0        91531  validation    3.375315  0.880732
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0        91532  subtrain    3.505839  0.882473
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0        91532  validation    3.375307  0.880733
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0        91533  subtrain    3.505829  0.882475
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0        91533  validation    3.375299  0.880734
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0        91534  subtrain    3.505819  0.882475
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0        91534  validation     3.37529  0.880734
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0        91535  subtrain    3.505809  0.882476
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0        91535  validation    3.375282  0.880734
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0        91536  validation    3.375273  0.880735
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0        91537  subtrain     3.50579  0.882477
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0        91538  validation    3.375257  0.880735
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0        91539  subtrain     3.50577  0.882479
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0        91539  validation    3.375249  0.880736
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0        91540  validation     3.37524  0.880736
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0        91541  validation    3.375232  0.880736
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0        91542  validation    3.375223  0.880736
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0        91543  validation    3.375216  0.880736
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0        91544  subtrain    3.505721  0.882484
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0        91544  validation    3.375207  0.880736
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0        91545  subtrain    3.505711  0.882484
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0        91545  validation    3.375199  0.880737
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0        91546  subtrain    3.505702  0.882484
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0        91546  validation    3.375191  0.880737
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0        91547  subtrain    3.505692  0.882487
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0        91547  validation    3.375183  0.880737
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0        91548  validation    3.375174  0.880738
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0        91549  validation    3.375166  0.88074
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0        91550  validation    3.375158  0.880742
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0        91553  validation    3.375133  0.880743
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0        91554  subtrain    3.505623  0.88249
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0        91554  validation    3.375124  0.880744
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0        91555  validation    3.375116  0.880744
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0        91559  validation    3.375083  0.880747
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0        91560  validation    3.375075  0.880748
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0        91562  validation    3.375058  0.880748
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0        91563  subtrain    3.505535  0.882497
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0        91563  validation     3.37505  0.88075
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0        91564  validation    3.375041  0.88075
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0        91565  validation    3.375033  0.88075
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0        91566  validation    3.375025  0.880752
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0        91567  validation    3.375016  0.880753
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0        91569  validation       3.375  0.880754
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0        91570  validation    3.374992  0.880755
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0        91571  validation    3.374983  0.880756
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0        91572  validation    3.374975  0.880756
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0        91573  validation    3.374967  0.880757
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0        91574  validation    3.374959  0.880758
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0        91577  validation    3.374933  0.880759
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0        91578  validation    3.374926  0.880759
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0        91583  validation    3.374884  0.880761
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0        91585  validation    3.374868  0.880762
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0        91698  subtrain    3.504214  0.882575
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0        91698  validation    3.373932  0.880819
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0        91699  subtrain    3.504204  0.882576
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0        91699  validation    3.373924  0.880819
   step_number  set_name  loss_value       auc
0        91700  subtrain    3.504194  0.882576
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0        91700  validation    3.373916  0.880819
   step_number  set_name  loss_value       auc
0        91701  subtrain    3.504184  0.882577
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0        91701  validation    3.373907  0.88082
   step_number  set_name  loss_value       auc
0        91702  subtrain    3.504174  0.882578
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0        91702  validation    3.373899  0.88082
   step_number  set_name  loss_value       auc
0        91703  subtrain    3.504164  0.882578
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0        91703  validation    3.373891  0.88082
   step_number  set_name  loss_value       auc
0        91704  subtrain    3.504155  0.882579
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0        91704  validation    3.373883  0.88082
   step_number  set_name  loss_value       auc
0        91705  subtrain    3.504145  0.882579
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0        91705  validation    3.373874  0.880822
   step_number  set_name  loss_value       auc
0        91706  subtrain    3.504135  0.882579
   step_number    set_name  loss_value       auc
0        91706  validation    3.373866  0.880823
   step_number  set_name  loss_value      auc
0        91707  subtrain    3.504125  0.88258
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0        91707  validation    3.373858  0.880823
   step_number  set_name  loss_value      auc
0        91708  subtrain    3.504116  0.88258
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0        91708  validation     3.37385  0.880823
   step_number  set_name  loss_value      auc
0        91709  subtrain    3.504106  0.88258
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0        91709  validation    3.373842  0.880824
   step_number  set_name  loss_value      auc
0        91710  subtrain    3.504096  0.88258
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0        91710  validation    3.373833  0.880824
   step_number  set_name  loss_value       auc
0        91711  subtrain    3.504086  0.882582
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0        91711  validation    3.373824  0.880824
   step_number  set_name  loss_value       auc
0        91712  subtrain    3.504076  0.882581
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0        91712  validation    3.373816  0.880826
   step_number  set_name  loss_value       auc
0        91713  subtrain    3.504067  0.882582
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0        91713  validation    3.373808  0.880826
   step_number  set_name  loss_value       auc
0        91714  subtrain    3.504057  0.882583
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0        91714  validation      3.3738  0.880827
   step_number  set_name  loss_value       auc
0        91715  subtrain    3.504048  0.882583
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0        91715  validation    3.373791  0.880828
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0        91716  subtrain    3.504038  0.882584
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0        91716  validation    3.373783  0.880827
   step_number  set_name  loss_value       auc
0        91717  subtrain    3.504027  0.882584
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0        91717  validation    3.373775  0.880828
   step_number  set_name  loss_value       auc
0        91718  subtrain    3.504018  0.882585
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0        91718  validation    3.373766  0.880828
   step_number  set_name  loss_value       auc
0        91719  subtrain    3.504008  0.882585
   step_number    set_name  loss_value      auc
0        91719  validation    3.373759  0.88083
   step_number  set_name  loss_value       auc
0        91720  subtrain    3.503999  0.882586
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0        91720  validation     3.37375  0.880831
   step_number  set_name  loss_value       auc
0        91721  subtrain    3.503989  0.882587
   step_number    set_name  loss_value       auc
0        91721  validation    3.373742  0.880831
   step_number  set_name  loss_value       auc
0        91722  subtrain    3.503979  0.882588
   step_number    set_name  loss_value       auc
0        91722  validation    3.373734  0.880832
   step_number  set_name  loss_value       auc
0        91723  subtrain    3.503969  0.882588
   step_number    set_name  loss_value       auc
0        91723  validation    3.373725  0.880832
   step_number  set_name  loss_value       auc
0        91724  subtrain    3.503959  0.882589
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0        91724  validation    3.373717  0.880832
   step_number  set_name  loss_value       auc
0        91725  subtrain    3.503949  0.882589
   step_number    set_name  loss_value       auc
0        91725  validation    3.373708  0.880833
   step_number  set_name  loss_value      auc
0        91726  subtrain    3.503939  0.88259
   step_number    set_name  loss_value       auc
0        91726  validation      3.3737  0.880834
   step_number  set_name  loss_value       auc
0        91727  subtrain     3.50393  0.882592
   step_number    set_name  loss_value       auc
0        91727  validation    3.373692  0.880834
   step_number  set_name  loss_value       auc
0        91728  subtrain     3.50392  0.882592
   step_number    set_name  loss_value       auc
0        91728  validation    3.373684  0.880834
   step_number  set_name  loss_value       auc
0        91729  subtrain     3.50391  0.882593
   step_number    set_name  loss_value       auc
0        91729  validation    3.373676  0.880835
   step_number  set_name  loss_value       auc
0        91730  subtrain      3.5039  0.882595
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0        91730  validation    3.373667  0.880836
   step_number  set_name  loss_value       auc
0        91731  subtrain    3.503891  0.882595
   step_number    set_name  loss_value       auc
0        91731  validation    3.373659  0.880836
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0        91732  subtrain    3.503881  0.882596
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0        91732  validation    3.373651  0.880836
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0        91733  subtrain    3.503871  0.882596
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0        91733  validation    3.373643  0.880837
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0        91734  subtrain    3.503861  0.882596
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0        91734  validation    3.373634  0.880837
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0        91735  subtrain    3.503852  0.882598
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0        91735  validation    3.373626  0.880837
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0        91736  subtrain    3.503842  0.8826
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0        91736  validation    3.373618  0.880838
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0        91737  subtrain    3.503832  0.882601
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0        91737  validation    3.373609  0.880838
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0        91738  subtrain    3.503822  0.882602
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0        91738  validation    3.373601  0.880839
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0        91739  subtrain    3.503813  0.882602
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0        91739  validation    3.373593  0.880839
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0        91740  subtrain    3.503803  0.882602
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0        91740  validation    3.373585  0.88084
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0        91741  subtrain    3.503793  0.882602
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0        91741  validation    3.373577  0.880841
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0        91742  subtrain    3.503783  0.882603
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0        91742  validation    3.373568  0.880841
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0        91743  subtrain    3.503773  0.882603
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0        91743  validation     3.37356  0.880841
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0        91744  subtrain    3.503764  0.882604
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0        91744  validation    3.373552  0.880844
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0        91745  subtrain    3.503753  0.882604
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0        91745  validation    3.373543  0.880845
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0        91746  subtrain    3.503745  0.882604
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0        91746  validation    3.373536  0.880847
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0        91747  subtrain    3.503734  0.882604
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0        91747  validation    3.373527  0.880848
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0        91748  subtrain    3.503724  0.882604
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0        91748  validation    3.373518  0.880849
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0        91749  subtrain    3.503715  0.882605
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0        91749  validation     3.37351  0.880851
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0        91750  subtrain    3.503705  0.882606
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0        91750  validation    3.373502  0.880852
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0        91751  subtrain    3.503695  0.882606
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0        91751  validation    3.373494  0.880852
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0        91752  subtrain    3.503685  0.882607
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0        91752  validation    3.373485  0.880852
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0        91753  subtrain    3.503675  0.882607
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0        91753  validation    3.373477  0.880852
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0        91754  subtrain    3.503666  0.882609
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0        91754  validation    3.373469  0.880853
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0        91755  subtrain    3.503657  0.882609
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0        91755  validation    3.373461  0.880853
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0        91756  subtrain    3.503646  0.88261
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0        91756  validation    3.373452  0.880853
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0        91757  subtrain    3.503636  0.88261
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0        91757  validation    3.373444  0.880853
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0        91758  subtrain    3.503627  0.882611
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0        91758  validation    3.373435  0.880854
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0        91759  subtrain    3.503617  0.882612
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0        91759  validation    3.373427  0.880856
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0        91760  subtrain    3.503607  0.882612
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0        91760  validation    3.373419  0.880856
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0        91761  subtrain    3.503598  0.882612
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0        91761  validation    3.373411  0.880856
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0        91762  subtrain    3.503588  0.882613
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0        91762  validation    3.373403  0.880856
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0        91763  subtrain    3.503578  0.882613
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0        91763  validation    3.373394  0.880856
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0        91764  subtrain    3.503568  0.882613
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0        91764  validation    3.373386  0.880856
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0        91765  subtrain    3.503558  0.882616
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0        91765  validation    3.373378  0.880857
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0        91766  subtrain    3.503548  0.882616
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0        91766  validation    3.373369  0.880857
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0        91767  subtrain    3.503539  0.882616
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0        91767  validation    3.373362  0.880858
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0        91768  subtrain    3.503529  0.882617
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0        91768  validation    3.373353  0.880858
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0        91769  subtrain    3.503519  0.882617
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0        91769  validation    3.373344  0.880858
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0        91770  subtrain    3.503509  0.882618
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0        91770  validation    3.373337  0.880858
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0        91771  subtrain      3.5035  0.882618
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0        91771  validation    3.373328  0.880858
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0        91772  subtrain     3.50349  0.882619
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0        91772  validation     3.37332  0.880858
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0        91773  subtrain     3.50348  0.882619
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0        91773  validation    3.373312  0.88086
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0        91774  subtrain     3.50347  0.88262
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0        91774  validation    3.373303  0.880862
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0        91775  subtrain    3.503461  0.88262
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0        91775  validation    3.373295  0.880862
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0        91776  subtrain    3.503451  0.88262
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0        91776  validation    3.373287  0.880863
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0        91777  subtrain    3.503441  0.88262
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0        91777  validation    3.373279  0.880863
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0        91778  subtrain    3.503431  0.882621
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0        91778  validation    3.373271  0.880864
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0        91779  subtrain    3.503421  0.882621
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0        91779  validation    3.373262  0.880864
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0        91780  subtrain    3.503412  0.882622
   step_number    set_name  loss_value       auc
0        91780  validation    3.373254  0.880864
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0        91781  subtrain    3.503402  0.882622
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0        91781  validation    3.373245  0.880864
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0        91782  subtrain    3.503392  0.882622
   step_number    set_name  loss_value       auc
0        91782  validation    3.373238  0.880865
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0        91783  subtrain    3.503382  0.882623
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0        91783  validation    3.373229  0.880865
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0        91784  subtrain    3.503373  0.882623
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0        91784  validation    3.373221  0.880866
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0        91785  subtrain    3.503362  0.882624
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0        91785  validation    3.373213  0.880867
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0        91786  subtrain    3.503353  0.882626
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0        91786  validation    3.373204  0.880867
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0        91787  subtrain    3.503343  0.882627
   step_number    set_name  loss_value       auc
0        91787  validation    3.373196  0.880867
   step_number  set_name  loss_value       auc
0        91788  subtrain    3.503334  0.882628
   step_number    set_name  loss_value       auc
0        91788  validation    3.373188  0.880867
   step_number  set_name  loss_value       auc
0        91789  subtrain    3.503324  0.882628
   step_number    set_name  loss_value       auc
0        91789  validation    3.373179  0.880868
   step_number  set_name  loss_value       auc
0        91790  subtrain    3.503314  0.882628
   step_number    set_name  loss_value       auc
0        91790  validation    3.373171  0.880868
   step_number  set_name  loss_value       auc
0        91791  subtrain    3.503304  0.882628
   step_number    set_name  loss_value       auc
0        91791  validation    3.373163  0.880868
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0        91792  subtrain    3.503294  0.882628
   step_number    set_name  loss_value       auc
0        91792  validation    3.373155  0.880868
   step_number  set_name  loss_value       auc
0        91793  subtrain    3.503284  0.882628
   step_number    set_name  loss_value       auc
0        91793  validation    3.373146  0.880869
   step_number  set_name  loss_value       auc
0        91794  subtrain    3.503275  0.882629
   step_number    set_name  loss_value      auc
0        91794  validation    3.373138  0.88087
   step_number  set_name  loss_value       auc
0        91795  subtrain    3.503265  0.882629
   step_number    set_name  loss_value      auc
0        91795  validation     3.37313  0.88087
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0        91796  subtrain    3.503255  0.88263
   step_number    set_name  loss_value       auc
0        91796  validation    3.373122  0.880871
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0        91797  subtrain    3.503246  0.88263
   step_number    set_name  loss_value       auc
0        91797  validation    3.373114  0.880871
   step_number  set_name  loss_value       auc
0        91798  subtrain    3.503236  0.882632
   step_number    set_name  loss_value       auc
0        91798  validation    3.373106  0.880871
   step_number  set_name  loss_value       auc
0        91799  subtrain    3.503226  0.882633
   step_number    set_name  loss_value       auc
0        91799  validation    3.373097  0.880872
   step_number  set_name  loss_value       auc
0        91800  subtrain    3.503217  0.882634
   step_number    set_name  loss_value       auc
0        91800  validation    3.373089  0.880873
   step_number  set_name  loss_value       auc
0        91801  subtrain    3.503206  0.882635
   step_number    set_name  loss_value       auc
0        91801  validation     3.37308  0.880873
   step_number  set_name  loss_value       auc
0        91802  subtrain    3.503197  0.882635
   step_number    set_name  loss_value       auc
0        91802  validation    3.373072  0.880873
   step_number  set_name  loss_value       auc
0        91803  subtrain    3.503187  0.882635
   step_number    set_name  loss_value       auc
0        91803  validation    3.373063  0.880874
   step_number  set_name  loss_value       auc
0        91804  subtrain    3.503177  0.882635
   step_number    set_name  loss_value       auc
0        91804  validation    3.373056  0.880874
   step_number  set_name  loss_value       auc
0        91805  subtrain    3.503168  0.882636
   step_number    set_name  loss_value       auc
0        91805  validation    3.373048  0.880875
   step_number  set_name  loss_value       auc
0        91806  subtrain    3.503157  0.882637
   step_number    set_name  loss_value       auc
0        91806  validation    3.373039  0.880876
   step_number  set_name  loss_value       auc
0        91807  subtrain    3.503148  0.882638
   step_number    set_name  loss_value       auc
0        91807  validation    3.373031  0.880876
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0        91832  subtrain    3.502903  0.882655
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0        91834  subtrain    3.502884  0.882656
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0        91835  subtrain    3.502875  0.882658
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0        91835  validation    3.372799  0.880892
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0        91836  subtrain    3.502864  0.882659
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0        91840  subtrain    3.502826  0.882661
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0        91917  validation    3.372122  0.880935
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0        91964  validation    3.371734  0.880957
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0        91965  validation    3.371727  0.880957
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0        91968  validation    3.371701  0.880959
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0        91969  validation    3.371693  0.880959
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0        91971  validation    3.371676  0.880962
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0        91974  validation    3.371652  0.880962
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0        91975  validation    3.371644  0.880962
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0        91976  validation    3.371635  0.880962
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0        91977  validation    3.371627  0.880963
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0        91979  subtrain    3.501469  0.882729
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0        91979  validation    3.371611  0.880964
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0        91980  validation    3.371602  0.880964
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0        91982  validation    3.371586  0.880965
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0        91983  validation    3.371578  0.880967
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0        91985  validation    3.371562  0.880967
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0        91986  validation    3.371553  0.880967
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0        91987  validation    3.371545  0.880968
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0        91988  validation    3.371537  0.880968
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0        91989  validation    3.371529  0.880969
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0        91990  subtrain    3.501361  0.882734
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0        91990  validation     3.37152  0.880969
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0        91991  validation    3.371512  0.88097
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0        91992  validation    3.371504  0.88097
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0        91993  validation    3.371496  0.880971
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0        91994  validation    3.371488  0.880971
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0        91995  validation    3.371479  0.880972
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0        91996  validation    3.371471  0.880973
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0        91997  validation    3.371463  0.880974
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0        91998  validation    3.371454  0.880974
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0        91999  validation    3.371446  0.880974
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0        92000  validation    3.371438  0.880975
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0        92001  validation    3.371429  0.880975
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0        92002  validation    3.371421  0.880975
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0        92003  validation    3.371413  0.880976
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0        92004  validation    3.371405  0.880976
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0        92005  validation    3.371397  0.880977
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0        92006  validation    3.371388  0.880978
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0        92007  validation     3.37138  0.880979
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0        92008  validation    3.371372  0.88098
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   step_number    set_name  loss_value      auc
0        92009  validation    3.371363  0.88098
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   step_number    set_name  loss_value      auc
0        92010  validation    3.371355  0.88098
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   step_number    set_name  loss_value      auc
0        92011  validation    3.371347  0.88098
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value      auc
0        92012  validation    3.371339  0.88098
   step_number  set_name  loss_value       auc
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0        92013  validation     3.37133  0.880981
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0        92014  validation    3.371322  0.880981
   step_number  set_name  loss_value       auc
0        92015  subtrain    3.501117  0.882746
   step_number    set_name  loss_value       auc
0        92015  validation    3.371314  0.880982
   step_number  set_name  loss_value       auc
0        92016  subtrain    3.501108  0.882746
   step_number    set_name  loss_value       auc
0        92016  validation    3.371306  0.880983
   step_number  set_name  loss_value       auc
0        92017  subtrain    3.501098  0.882747
   step_number    set_name  loss_value       auc
0        92017  validation    3.371297  0.880984
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0        92018  validation    3.371289  0.880984
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0        92019  validation    3.371281  0.880984
   step_number  set_name  loss_value       auc
0        92020  subtrain     3.50107  0.882749
   step_number    set_name  loss_value       auc
0        92020  validation    3.371273  0.880984
   step_number  set_name  loss_value       auc
0        92021  subtrain    3.501059  0.882749
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0        92021  validation    3.371264  0.880984
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   step_number    set_name  loss_value       auc
0        92022  validation    3.371256  0.880984
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0        92023  subtrain     3.50104  0.882751
   step_number    set_name  loss_value       auc
0        92023  validation    3.371248  0.880985
   step_number  set_name  loss_value       auc
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0        92024  validation     3.37124  0.880985
   step_number  set_name  loss_value       auc
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0        92025  validation    3.371232  0.880986
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0        92026  validation    3.371223  0.880986
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0        92027  subtrain    3.501001  0.882755
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0        92027  validation    3.371215  0.880987
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0        92028  validation    3.371207  0.880988
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0        92029  validation    3.371198  0.880988
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0        92030  validation     3.37119  0.880988
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   step_number    set_name  loss_value       auc
0        92369  validation    3.368401  0.881152
   step_number  set_name  loss_value       auc
0        92370  subtrain    3.497663  0.882921
   step_number    set_name  loss_value       auc
0        92370  validation    3.368393  0.881152
   step_number  set_name  loss_value       auc
0        92371  subtrain    3.497653  0.882921
   step_number    set_name  loss_value       auc
0        92371  validation    3.368385  0.881153
   step_number  set_name  loss_value       auc
0        92372  subtrain    3.497643  0.882922
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0        92372  validation    3.368376  0.881154
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0        92373  validation    3.368368  0.881154
   step_number  set_name  loss_value       auc
0        92374  subtrain    3.497623  0.882923
   step_number    set_name  loss_value       auc
0        92374  validation     3.36836  0.881154
   step_number  set_name  loss_value       auc
0        92375  subtrain    3.497614  0.882924
   step_number    set_name  loss_value       auc
0        92375  validation    3.368351  0.881155
   step_number  set_name  loss_value       auc
0        92376  subtrain    3.497604  0.882924
   step_number    set_name  loss_value       auc
0        92376  validation    3.368343  0.881155
   step_number  set_name  loss_value       auc
0        92377  subtrain    3.497595  0.882925
   step_number    set_name  loss_value       auc
0        92377  validation    3.368335  0.881156
   step_number  set_name  loss_value       auc
0        92378  subtrain    3.497585  0.882925
   step_number    set_name  loss_value       auc
0        92378  validation    3.368327  0.881156
   step_number  set_name  loss_value       auc
0        92379  subtrain    3.497575  0.882926
   step_number    set_name  loss_value       auc
0        92379  validation    3.368319  0.881158
   step_number  set_name  loss_value       auc
0        92380  subtrain    3.497565  0.882926
   step_number    set_name  loss_value       auc
0        92380  validation     3.36831  0.881159
   step_number  set_name  loss_value       auc
0        92381  subtrain    3.497555  0.882927
   step_number    set_name  loss_value       auc
0        92381  validation    3.368302  0.881159
   step_number  set_name  loss_value       auc
0        92382  subtrain    3.497546  0.882928
   step_number    set_name  loss_value       auc
0        92382  validation    3.368294  0.881159
   step_number  set_name  loss_value       auc
0        92383  subtrain    3.497536  0.882928
   step_number    set_name  loss_value       auc
0        92383  validation    3.368286  0.881158
   step_number  set_name  loss_value       auc
0        92384  subtrain    3.497527  0.882929
   step_number    set_name  loss_value       auc
0        92384  validation    3.368278  0.881159
   step_number  set_name  loss_value       auc
0        92385  subtrain    3.497517  0.882929
   step_number    set_name  loss_value       auc
0        92385  validation     3.36827  0.881159
   step_number  set_name  loss_value       auc
0        92386  subtrain    3.497507  0.882932
   step_number    set_name  loss_value       auc
0        92386  validation    3.368261  0.881159
   step_number  set_name  loss_value       auc
0        92387  subtrain    3.497497  0.882932
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0        92387  validation    3.368253  0.881159
   step_number  set_name  loss_value       auc
0        92388  subtrain    3.497488  0.882932
   step_number    set_name  loss_value       auc
0        92388  validation    3.368245  0.881159
   step_number  set_name  loss_value       auc
0        92389  subtrain    3.497478  0.882934
   step_number    set_name  loss_value      auc
0        92389  validation    3.368236  0.88116
   step_number  set_name  loss_value       auc
0        92390  subtrain    3.497468  0.882934
   step_number    set_name  loss_value      auc
0        92390  validation    3.368228  0.88116
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0        92391  subtrain    3.497459  0.882934
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0        92391  validation     3.36822  0.88116
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0        92392  validation    3.368212  0.88116
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0        92393  subtrain    3.497439  0.882936
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0        92393  validation    3.368204  0.88116
   step_number  set_name  loss_value       auc
0        92394  subtrain    3.497429  0.882937
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0        92394  validation    3.368196  0.881161
   step_number  set_name  loss_value       auc
0        92395  subtrain     3.49742  0.882937
   step_number    set_name  loss_value       auc
0        92395  validation    3.368187  0.881161
   step_number  set_name  loss_value       auc
0        92396  subtrain     3.49741  0.882937
   step_number    set_name  loss_value       auc
0        92396  validation    3.368179  0.881162
   step_number  set_name  loss_value       auc
0        92397  subtrain      3.4974  0.882938
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0        92397  validation    3.368171  0.881163
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0        92398  subtrain     3.49739  0.882938
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0        92398  validation    3.368163  0.881164
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0        92399  subtrain    3.497381  0.882939
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0        92399  validation    3.368154  0.881164
   step_number  set_name  loss_value      auc
0        92400  subtrain    3.497371  0.88294
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0        92400  validation    3.368146  0.881164
   step_number  set_name  loss_value      auc
0        92401  subtrain    3.497361  0.88294
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0        92401  validation    3.368138  0.881165
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0        92402  subtrain    3.497351  0.88294
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0        92402  validation     3.36813  0.881166
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0        92403  subtrain    3.497342  0.882941
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0        92403  validation    3.368122  0.881167
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0        92404  subtrain    3.497332  0.882941
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0        92404  validation    3.368114  0.881167
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0        92405  subtrain    3.497322  0.882942
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0        92405  validation    3.368105  0.881168
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0        92406  subtrain    3.497313  0.882942
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0        92410  validation    3.368064  0.881169
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0        92411  subtrain    3.497264  0.882944
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0        92411  validation    3.368056  0.881171
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0        92412  subtrain    3.497254  0.882945
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0        92412  validation    3.368048  0.881171
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0        92413  subtrain    3.497245  0.882948
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0        92413  validation     3.36804  0.881172
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0        92414  subtrain    3.497235  0.882948
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0        92414  validation    3.368032  0.881173
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0        92415  subtrain    3.497225  0.882948
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0        92415  validation    3.368023  0.881173
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0        92416  subtrain    3.497215  0.882949
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0        92416  validation    3.368015  0.881174
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0        92417  subtrain    3.497206  0.88295
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0        92417  validation    3.368007  0.881175
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0        92418  subtrain    3.497196  0.882949
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0        92418  validation    3.367998  0.881175
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0        92419  subtrain    3.497186  0.88295
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0        92419  validation     3.36799  0.881175
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0        92420  subtrain    3.497177  0.88295
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0        92420  validation    3.367982  0.881175
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0        92421  subtrain    3.497167  0.882952
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0        92421  validation    3.367974  0.881176
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0        92422  subtrain    3.497157  0.882951
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0        92422  validation    3.367966  0.881176
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0        92423  subtrain    3.497148  0.882951
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0        92423  validation    3.367957  0.881177
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0        92424  subtrain    3.497138  0.882951
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0        92424  validation    3.367949  0.881178
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0        92425  subtrain    3.497128  0.882952
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0        92425  validation    3.367941  0.881178
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0        92426  subtrain    3.497119  0.882952
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0        92426  validation    3.367933  0.881178
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0        92427  subtrain    3.497109  0.882952
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0        92427  validation    3.367924  0.881178
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0        92428  subtrain    3.497099  0.882953
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0        92428  validation    3.367916  0.881179
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0        92429  subtrain    3.497089  0.882954
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0        92429  validation    3.367908  0.88118
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0        92430  subtrain     3.49708  0.882955
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0        92430  validation      3.3679  0.881181
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0        92431  subtrain     3.49707  0.882955
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0        92431  validation    3.367892  0.881182
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0        92432  subtrain    3.497061  0.882956
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0        92432  validation    3.367884  0.881184
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0        92433  subtrain     3.49705  0.882957
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0        92433  validation    3.367875  0.881184
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0        92434  subtrain    3.497041  0.882957
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0        92434  validation    3.367867  0.881185
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0        92435  subtrain    3.497031  0.882957
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0        92435  validation    3.367859  0.881187
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0        92436  subtrain    3.497021  0.882958
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0        92436  validation    3.367851  0.881188
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0        92437  subtrain    3.497011  0.88296
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0        92437  validation    3.367842  0.881189
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0        92438  subtrain    3.497002  0.88296
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0        92438  validation    3.367834  0.88119
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0        92439  subtrain    3.496992  0.882961
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0        92439  validation    3.367826  0.88119
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0        92440  subtrain    3.496983  0.882961
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0        92440  validation    3.367818  0.881191
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0        92441  subtrain    3.496972  0.882961
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0        92441  validation     3.36781  0.881192
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0        92442  subtrain    3.496963  0.882962
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0        92442  validation    3.367802  0.881192
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0        92443  subtrain    3.496953  0.882963
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0        92443  validation    3.367794  0.881192
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0        92444  subtrain    3.496943  0.882964
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0        92444  validation    3.367785  0.881192
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0        92445  subtrain    3.496934  0.882964
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0        92445  validation    3.367777  0.881192
   step_number  set_name  loss_value       auc
0        92446  subtrain    3.496925  0.882964
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0        92446  validation    3.367769  0.881192
   step_number  set_name  loss_value       auc
0        92447  subtrain    3.496915  0.882964
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0        92447  validation    3.367761  0.881193
   step_number  set_name  loss_value       auc
0        92448  subtrain    3.496905  0.882964
   step_number    set_name  loss_value       auc
0        92448  validation    3.367752  0.881193
   step_number  set_name  loss_value       auc
0        92449  subtrain    3.496895  0.882965
   step_number    set_name  loss_value       auc
0        92449  validation    3.367744  0.881193
   step_number  set_name  loss_value       auc
0        92450  subtrain    3.496886  0.882965
   step_number    set_name  loss_value       auc
0        92450  validation    3.367736  0.881194
   step_number  set_name  loss_value       auc
0        92451  subtrain    3.496876  0.882965
   step_number    set_name  loss_value       auc
0        92451  validation    3.367728  0.881194
   step_number  set_name  loss_value       auc
0        92452  subtrain    3.496866  0.882964
   step_number    set_name  loss_value       auc
0        92452  validation    3.367719  0.881195
   step_number  set_name  loss_value       auc
0        92453  subtrain    3.496857  0.882965
   step_number    set_name  loss_value       auc
0        92453  validation    3.367711  0.881195
   step_number  set_name  loss_value       auc
0        92454  subtrain    3.496846  0.882966
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0        92454  validation    3.367703  0.881195
   step_number  set_name  loss_value       auc
0        92455  subtrain    3.496836  0.882967
   step_number    set_name  loss_value       auc
0        92455  validation    3.367695  0.881195
   step_number  set_name  loss_value       auc
0        92456  subtrain    3.496827  0.882968
   step_number    set_name  loss_value       auc
0        92456  validation    3.367686  0.881196
   step_number  set_name  loss_value       auc
0        92457  subtrain    3.496817  0.882968
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0        92457  validation    3.367678  0.881197
   step_number  set_name  loss_value       auc
0        92458  subtrain    3.496808  0.882968
   step_number    set_name  loss_value       auc
0        92458  validation     3.36767  0.881197
   step_number  set_name  loss_value       auc
0        92459  subtrain    3.496799  0.882969
   step_number    set_name  loss_value       auc
0        92459  validation    3.367662  0.881197
   step_number  set_name  loss_value       auc
0        92460  subtrain    3.496788  0.882969
   step_number    set_name  loss_value       auc
0        92460  validation    3.367654  0.881198
   step_number  set_name  loss_value      auc
0        92461  subtrain    3.496778  0.88297
   step_number    set_name  loss_value       auc
0        92461  validation    3.367645  0.881198
   step_number  set_name  loss_value      auc
0        92462  subtrain    3.496769  0.88297
   step_number    set_name  loss_value       auc
0        92462  validation    3.367637  0.881198
   step_number  set_name  loss_value       auc
0        92463  subtrain    3.496759  0.882971
   step_number    set_name  loss_value       auc
0        92463  validation    3.367629  0.881199
   step_number  set_name  loss_value       auc
0        92464  subtrain    3.496749  0.882972
   step_number    set_name  loss_value     auc
0        92464  validation    3.367621  0.8812
   step_number  set_name  loss_value       auc
0        92465  subtrain    3.496739  0.882972
   step_number    set_name  loss_value     auc
0        92465  validation    3.367613  0.8812
   step_number  set_name  loss_value       auc
0        92466  subtrain    3.496731  0.882973
   step_number    set_name  loss_value     auc
0        92466  validation    3.367604  0.8812
   step_number  set_name  loss_value       auc
0        92467  subtrain     3.49672  0.882973
   step_number    set_name  loss_value       auc
0        92467  validation    3.367596  0.881201
   step_number  set_name  loss_value       auc
0        92468  subtrain    3.496711  0.882973
   step_number    set_name  loss_value       auc
0        92468  validation    3.367588  0.881201
   step_number  set_name  loss_value       auc
0        92469  subtrain    3.496701  0.882974
   step_number    set_name  loss_value       auc
0        92469  validation     3.36758  0.881201
   step_number  set_name  loss_value       auc
0        92470  subtrain    3.496691  0.882974
   step_number    set_name  loss_value       auc
0        92470  validation    3.367572  0.881201
   step_number  set_name  loss_value       auc
0        92471  subtrain    3.496681  0.882974
   step_number    set_name  loss_value       auc
0        92471  validation    3.367563  0.881201
   step_number  set_name  loss_value       auc
0        92472  subtrain    3.496672  0.882975
   step_number    set_name  loss_value       auc
0        92472  validation    3.367555  0.881202
   step_number  set_name  loss_value       auc
0        92473  subtrain    3.496662  0.882974
   step_number    set_name  loss_value       auc
0        92473  validation    3.367547  0.881202
   step_number  set_name  loss_value       auc
0        92474  subtrain    3.496652  0.882975
   step_number    set_name  loss_value       auc
0        92474  validation    3.367538  0.881202
   step_number  set_name  loss_value       auc
0        92475  subtrain    3.496643  0.882975
   step_number    set_name  loss_value       auc
0        92475  validation    3.367531  0.881204
   step_number  set_name  loss_value       auc
0        92476  subtrain    3.496633  0.882975
   step_number    set_name  loss_value       auc
0        92476  validation    3.367522  0.881204
   step_number  set_name  loss_value       auc
0        92477  subtrain    3.496623  0.882976
   step_number    set_name  loss_value       auc
0        92477  validation    3.367514  0.881205
   step_number  set_name  loss_value       auc
0        92478  subtrain    3.496613  0.882976
   step_number    set_name  loss_value       auc
0        92478  validation    3.367506  0.881206
   step_number  set_name  loss_value       auc
0        92479  subtrain    3.496604  0.882977
   step_number    set_name  loss_value       auc
0        92479  validation    3.367498  0.881206

### [bt]: Job terminated successfully [batchtools job.id=131]
### [bt]: Calculation finished!
slurmstepd: error: Detected 1 oom_kill event in StepId=10277432.batch. Some of the step tasks have been OOM Killed.
