### [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=194]
### [bt]: Setting seed to 15539 ...
[1] "module load anaconda3 && conda activate torch2 && python data_Classif.py data_Classif_scaled/FashionMNIST_N=10000_seed=3.csv Logistic 0.1"
   step_number  set_name  loss_value     auc
0            0  subtrain    9.952058  0.3381
   step_number    set_name  loss_value       auc
0            0  validation   10.465046  0.346576
   step_number  set_name  loss_value       auc
0            1  subtrain    8.723791  0.392682
   step_number    set_name  loss_value       auc
0            1  validation     9.19668  0.402236
   step_number  set_name  loss_value       auc
0            2  subtrain    7.926335  0.451159
   step_number    set_name  loss_value       auc
0            2  validation    8.373754  0.460586
   step_number  set_name  loss_value       auc
0            3  subtrain    7.404184  0.503546
   step_number    set_name  loss_value      auc
0            3  validation    7.833391  0.51268
   step_number  set_name  loss_value       auc
0            4  subtrain    7.045161  0.546484
   step_number    set_name  loss_value       auc
0            4  validation    7.460267  0.555228
   step_number  set_name  loss_value       auc
0            5  subtrain    6.774097  0.581061
   step_number    set_name  loss_value       auc
0            5  validation    7.177717  0.589745
   step_number  set_name  loss_value       auc
0            6  subtrain    6.554116  0.609019
   step_number    set_name  loss_value       auc
0            6  validation    6.946322  0.617863
   step_number  set_name  loss_value       auc
0            7  subtrain     6.36549  0.632186
   step_number    set_name  loss_value       auc
0            7  validation    6.747582  0.641635
   step_number  set_name  loss_value       auc
0            8  subtrain    6.200089  0.652456
   step_number    set_name  loss_value       auc
0            8  validation    6.573214  0.661971
   step_number  set_name  loss_value       auc
0            9  subtrain    6.054337  0.669666
   step_number    set_name  loss_value       auc
0            9  validation    6.419251  0.679526
   step_number  set_name  loss_value       auc
0           10  subtrain    5.925127  0.684787
   step_number    set_name  loss_value       auc
0           10  validation    6.282157  0.694758
   step_number  set_name  loss_value      auc
0           11  subtrain    5.810017  0.69816
   step_number    set_name  loss_value       auc
0           11  validation    6.159106  0.707991
   step_number  set_name  loss_value       auc
0           12  subtrain    5.706756  0.709876
   step_number    set_name  loss_value       auc
0           12  validation    6.048041  0.719541
   step_number  set_name  loss_value       auc
0           13  subtrain    5.613341  0.720267
   step_number    set_name  loss_value       auc
0           13  validation    5.947317  0.729997
   step_number  set_name  loss_value       auc
0           14  subtrain    5.528291  0.729663
   step_number    set_name  loss_value       auc
0           14  validation    5.855676  0.739492
   step_number  set_name  loss_value       auc
0           15  subtrain    5.450544  0.738302
   step_number    set_name  loss_value       auc
0           15  validation     5.77212  0.747933
   step_number  set_name  loss_value       auc
0           16  subtrain    5.379169  0.746105
   step_number    set_name  loss_value       auc
0           16  validation    5.695638  0.755536
   step_number  set_name  loss_value       auc
0           17  subtrain    5.313292  0.753111
   step_number    set_name  loss_value       auc
0           17  validation    5.625124  0.762477
   step_number  set_name  loss_value       auc
0           18  subtrain     5.25215  0.759762
   step_number    set_name  loss_value       auc
0           18  validation    5.559631  0.768811
   step_number  set_name  loss_value       auc
0           19  subtrain    5.195021  0.765876
   step_number    set_name  loss_value      auc
0           19  validation    5.498407  0.77473
   step_number  set_name  loss_value       auc
0           20  subtrain    5.141307  0.771506
   step_number    set_name  loss_value       auc
0           20  validation    5.440886  0.780211
   step_number  set_name  loss_value       auc
0           21  subtrain     5.09062  0.776796
   step_number    set_name  loss_value      auc
0           21  validation    5.386713  0.78538
   step_number  set_name  loss_value       auc
0           22  subtrain    5.042667  0.781799
   step_number    set_name  loss_value      auc
0           22  validation     5.33564  0.79024
   step_number  set_name  loss_value       auc
0           23  subtrain    4.997162  0.786589
   step_number    set_name  loss_value       auc
0           23  validation    5.287419  0.794856
   step_number  set_name  loss_value       auc
0           24  subtrain    4.953831  0.791026
   step_number    set_name  loss_value       auc
0           24  validation    5.241766  0.799154
   step_number  set_name  loss_value       auc
0           25  subtrain    4.912446  0.795214
   step_number    set_name  loss_value       auc
0           25  validation    5.198421  0.803314
   step_number  set_name  loss_value       auc
0           26  subtrain    4.872826  0.799164
   step_number    set_name  loss_value       auc
0           26  validation    5.157163  0.807306
   step_number  set_name  loss_value       auc
0           27  subtrain    4.834822  0.802936
   step_number    set_name  loss_value       auc
0           27  validation    5.117811  0.810946
   step_number  set_name  loss_value       auc
0           28  subtrain    4.798296  0.806566
   step_number    set_name  loss_value     auc
0           28  validation    5.080201  0.8144
   step_number  set_name  loss_value       auc
0           29  subtrain    4.763112  0.809996
   step_number    set_name  loss_value       auc
0           29  validation     5.04418  0.817709
   step_number  set_name  loss_value       auc
0           30  subtrain    4.729145  0.813228
   step_number    set_name  loss_value       auc
0           30  validation    5.009604  0.820863
   step_number  set_name  loss_value       auc
0           31  subtrain    4.696294  0.816227
   step_number    set_name  loss_value       auc
0           31  validation    4.976352  0.823822
   step_number  set_name  loss_value       auc
0           32  subtrain    4.664476  0.819189
   step_number    set_name  loss_value       auc
0           32  validation    4.944319  0.826693
   step_number  set_name  loss_value       auc
0           33  subtrain    4.633626  0.821971
   step_number    set_name  loss_value       auc
0           33  validation    4.913422  0.829444
   step_number  set_name  loss_value       auc
0           34  subtrain    4.603689  0.824527
   step_number    set_name  loss_value       auc
0           34  validation    4.883583  0.832098
   step_number  set_name  loss_value       auc
0           35  subtrain    4.574607  0.827093
   step_number    set_name  loss_value       auc
0           35  validation    4.854733  0.834573
   step_number  set_name  loss_value     auc
0           36  subtrain    4.546335  0.8295
   step_number    set_name  loss_value       auc
0           36  validation    4.826806  0.837048
   step_number  set_name  loss_value       auc
0           37  subtrain    4.518828  0.831852
   step_number    set_name  loss_value       auc
0           37  validation    4.799741  0.839312
   step_number  set_name  loss_value       auc
0           38  subtrain    4.492055  0.834051
   step_number    set_name  loss_value      auc
0           38  validation    4.773488  0.84146
   step_number  set_name  loss_value      auc
0           39  subtrain    4.465987  0.83613
   step_number    set_name  loss_value       auc
0           39  validation    4.747994  0.843531
   step_number  set_name  loss_value       auc
0           40  subtrain    4.440597  0.838124
   step_number    set_name  loss_value       auc
0           40  validation    4.723213  0.845504
   step_number  set_name  loss_value       auc
0           41  subtrain    4.415863  0.840071
   step_number    set_name  loss_value       auc
0           41  validation    4.699101  0.847355
   step_number  set_name  loss_value       auc
0           42  subtrain    4.391758  0.841904
   step_number    set_name  loss_value       auc
0           42  validation    4.675621  0.849108
   step_number  set_name  loss_value       auc
0           43  subtrain    4.368253  0.843682
   step_number    set_name  loss_value      auc
0           43  validation    4.652731  0.85081
   step_number  set_name  loss_value      auc
0           44  subtrain    4.345314  0.84536
   step_number    set_name  loss_value       auc
0           44  validation    4.630394  0.852457
   step_number  set_name  loss_value       auc
0           45  subtrain     4.32291  0.846915
   step_number    set_name  loss_value       auc
0           45  validation    4.608573  0.853974
   step_number  set_name  loss_value       auc
0           46  subtrain    4.301005  0.848409
   step_number    set_name  loss_value       auc
0           46  validation    4.587234  0.855409
   step_number  set_name  loss_value       auc
0           47  subtrain    4.279573  0.849807
   step_number    set_name  loss_value       auc
0           47  validation    4.566347  0.856788
   step_number  set_name  loss_value       auc
0           48  subtrain    4.258588  0.851144
   step_number    set_name  loss_value       auc
0           48  validation     4.54589  0.858097
   step_number  set_name  loss_value       auc
0           49  subtrain    4.238023  0.852411
   step_number    set_name  loss_value      auc
0           49  validation    4.525841  0.85937
   step_number  set_name  loss_value       auc
0           50  subtrain    4.217857  0.853641
   step_number    set_name  loss_value       auc
0           50  validation    4.506183  0.860575
   step_number  set_name  loss_value       auc
0           51  subtrain    4.198064  0.854853
   step_number    set_name  loss_value       auc
0           51  validation    4.486893  0.861768
   step_number  set_name  loss_value       auc
0           52  subtrain    4.178623  0.855969
   step_number    set_name  loss_value       auc
0           52  validation    4.467957  0.862922
   step_number  set_name  loss_value       auc
0           53  subtrain    4.159512  0.857136
   step_number    set_name  loss_value       auc
0           53  validation    4.449356  0.863982
   step_number  set_name  loss_value      auc
0           54  subtrain    4.140712  0.85824
   step_number    set_name  loss_value       auc
0           54  validation    4.431076  0.864996
   step_number  set_name  loss_value      auc
0           55  subtrain     4.12221  0.85929
   step_number    set_name  loss_value       auc
0           55  validation    4.413101  0.865992
   step_number  set_name  loss_value       auc
0           56  subtrain     4.10399  0.860337
   step_number    set_name  loss_value      auc
0           56  validation    4.395417  0.86696
   step_number  set_name  loss_value       auc
0           57  subtrain    4.086041  0.861292
   step_number    set_name  loss_value       auc
0           57  validation    4.378013  0.867892
   step_number  set_name  loss_value       auc
0           58  subtrain    4.068351  0.862207
   step_number    set_name  loss_value       auc
0           58  validation    4.360875  0.868767
   step_number  set_name  loss_value       auc
0           59  subtrain    4.050906  0.863051
   step_number    set_name  loss_value       auc
0           59  validation    4.343992  0.869597
   step_number  set_name  loss_value       auc
0           60  subtrain    4.033696  0.863904
   step_number    set_name  loss_value       auc
0           60  validation    4.327353  0.870393
   step_number  set_name  loss_value     auc
0           61  subtrain    4.016708  0.8647
   step_number    set_name  loss_value     auc
0           61  validation    4.310946  0.8712
   step_number  set_name  loss_value       auc
0           62  subtrain    3.999933  0.865498
   step_number    set_name  loss_value       auc
0           62  validation    4.294766  0.871953
   step_number  set_name  loss_value       auc
0           63  subtrain    3.983359  0.866232
   step_number    set_name  loss_value       auc
0           63  validation    4.278804  0.872695
   step_number  set_name  loss_value       auc
0           64  subtrain    3.966978  0.866939
   step_number    set_name  loss_value       auc
0           64  validation    4.263053  0.873392
   step_number  set_name  loss_value       auc
0           65  subtrain    3.950783  0.867647
   step_number    set_name  loss_value       auc
0           65  validation    4.247508  0.874063
   step_number  set_name  loss_value       auc
0           66  subtrain    3.934771  0.868286
   step_number    set_name  loss_value       auc
0           66  validation    4.232166  0.874755
   step_number  set_name  loss_value       auc
0           67  subtrain    3.918934  0.868984
   step_number    set_name  loss_value       auc
0           67  validation    4.217023  0.875366
   step_number  set_name  loss_value       auc
0           68  subtrain    3.903271  0.869628
   step_number    set_name  loss_value       auc
0           68  validation    4.202079  0.875984
   step_number  set_name  loss_value      auc
0           69  subtrain    3.887781  0.87025
   step_number    set_name  loss_value       auc
0           69  validation     4.18733  0.876564
   step_number  set_name  loss_value       auc
0           70  subtrain    3.872461  0.870828
   step_number    set_name  loss_value       auc
0           70  validation    4.172777  0.877115
   step_number  set_name  loss_value       auc
0           71  subtrain    3.857311  0.871432
   step_number    set_name  loss_value       auc
0           71  validation    4.158416  0.877711
   step_number  set_name  loss_value       auc
0           72  subtrain    3.842328  0.871979
   step_number    set_name  loss_value       auc
0           72  validation    4.144245  0.878266
   step_number  set_name  loss_value       auc
0           73  subtrain    3.827513  0.872507
   step_number    set_name  loss_value       auc
0           73  validation     4.13026  0.878801
   step_number  set_name  loss_value       auc
0           74  subtrain    3.812861  0.873065
   step_number    set_name  loss_value       auc
0           74  validation    4.116456  0.879311
   step_number  set_name  loss_value       auc
0           75  subtrain     3.79837  0.873578
   step_number    set_name  loss_value       auc
0           75  validation    4.102828  0.879825
   step_number  set_name  loss_value       auc
0           76  subtrain    3.784038  0.874095
   step_number    set_name  loss_value      auc
0           76  validation     4.08937  0.88028
   step_number  set_name  loss_value      auc
0           77  subtrain    3.769859  0.87454
   step_number    set_name  loss_value      auc
0           77  validation    4.076075  0.88074
   step_number  set_name  loss_value       auc
0           78  subtrain    3.755828  0.874998
   step_number    set_name  loss_value       auc
0           78  validation    4.062934  0.881193
   step_number  set_name  loss_value       auc
0           79  subtrain     3.74194  0.875423
   step_number    set_name  loss_value       auc
0           79  validation    4.049943  0.881618
   step_number  set_name  loss_value       auc
0           80  subtrain    3.728192  0.875852
   step_number    set_name  loss_value       auc
0           80  validation    4.037096  0.882023
   step_number  set_name  loss_value       auc
0           81  subtrain     3.71458  0.876281
   step_number    set_name  loss_value       auc
0           81  validation    4.024384  0.882417
   step_number  set_name  loss_value       auc
0           82  subtrain    3.701098  0.876698
   step_number    set_name  loss_value       auc
0           82  validation    4.011804  0.882789
   step_number  set_name  loss_value       auc
0           83  subtrain    3.687743  0.877128
   step_number    set_name  loss_value       auc
0           83  validation    3.999352  0.883166
   step_number  set_name  loss_value       auc
0           84  subtrain    3.674513  0.877522
   step_number    set_name  loss_value       auc
0           84  validation    3.987024  0.883532
   step_number  set_name  loss_value       auc
0           85  subtrain    3.661405  0.877881
   step_number    set_name  loss_value      auc
0           85  validation    3.974816  0.88387
   step_number  set_name  loss_value      auc
0           86  subtrain    3.648415  0.87826
   step_number    set_name  loss_value      auc
0           86  validation    3.962727  0.88421
   step_number  set_name  loss_value       auc
0           87  subtrain    3.635541  0.878668
   step_number    set_name  loss_value      auc
0           87  validation    3.950751  0.88455
   step_number  set_name  loss_value       auc
0           88  subtrain    3.622783  0.879039
   step_number    set_name  loss_value       auc
0           88  validation     3.93889  0.884849
   step_number  set_name  loss_value       auc
0           89  subtrain    3.610139  0.879385
   step_number    set_name  loss_value       auc
0           89  validation     3.92714  0.885178
   step_number  set_name  loss_value       auc
0           90  subtrain    3.597606  0.879746
   step_number    set_name  loss_value       auc
0           90  validation    3.915499  0.885503
   step_number  set_name  loss_value      auc
0           91  subtrain    3.585184  0.88008
   step_number    set_name  loss_value       auc
0           91  validation    3.903967  0.885826
   step_number  set_name  loss_value       auc
0           92  subtrain    3.572872  0.880432
   step_number    set_name  loss_value       auc
0           92  validation    3.892542  0.886137
   step_number  set_name  loss_value       auc
0           93  subtrain    3.560669  0.880736
   step_number    set_name  loss_value      auc
0           93  validation    3.881224  0.88642
   step_number  set_name  loss_value       auc
0           94  subtrain    3.548575  0.881037
   step_number    set_name  loss_value       auc
0           94  validation    3.870011  0.886645
   step_number  set_name  loss_value      auc
0           95  subtrain    3.536589  0.88134
   step_number    set_name  loss_value       auc
0           95  validation    3.858902  0.886919
   step_number  set_name  loss_value      auc
0           96  subtrain    3.524709  0.88162
   step_number    set_name  loss_value       auc
0           96  validation    3.847898  0.887193
   step_number  set_name  loss_value       auc
0           97  subtrain    3.512937  0.881931
   step_number    set_name  loss_value       auc
0           97  validation    3.836995  0.887452
   step_number  set_name  loss_value       auc
0           98  subtrain    3.501269  0.882225
   step_number    set_name  loss_value       auc
0           98  validation    3.826195  0.887714
   step_number  set_name  loss_value       auc
0           99  subtrain    3.489706  0.882517
   step_number    set_name  loss_value       auc
0           99  validation    3.815495  0.887967
   step_number  set_name  loss_value       auc
0          100  subtrain    3.478245  0.882761
   step_number    set_name  loss_value       auc
0          100  validation    3.804894  0.888198
   step_number  set_name  loss_value       auc
0          101  subtrain    3.466886  0.883052
   step_number    set_name  loss_value       auc
0          101  validation    3.794392  0.888461
   step_number  set_name  loss_value       auc
0          102  subtrain    3.455628  0.883327
   step_number    set_name  loss_value       auc
0          102  validation    3.783988  0.888705
   step_number  set_name  loss_value       auc
0          103  subtrain    3.444469  0.883583
   step_number    set_name  loss_value       auc
0          103  validation    3.773678  0.888952
   step_number  set_name  loss_value       auc
0          104  subtrain    3.433407  0.883824
   step_number    set_name  loss_value       auc
0          104  validation    3.763462  0.889211
   step_number  set_name  loss_value       auc
0          105  subtrain    3.422443  0.884085
   step_number    set_name  loss_value      auc
0          105  validation     3.75334  0.88943
   step_number  set_name  loss_value       auc
0          106  subtrain    3.411573  0.884345
   step_number    set_name  loss_value      auc
0          106  validation    3.743308  0.88963
   step_number  set_name  loss_value       auc
0          107  subtrain    3.400798  0.884587
   step_number    set_name  loss_value       auc
0          107  validation    3.733366  0.889845
   step_number  set_name  loss_value      auc
0          108  subtrain    3.390115  0.88481
   step_number    set_name  loss_value       auc
0          108  validation    3.723513  0.890077
   step_number  set_name  loss_value       auc
0          109  subtrain    3.379524  0.885026
   step_number    set_name  loss_value       auc
0          109  validation    3.713747  0.890268
   step_number  set_name  loss_value       auc
0          110  subtrain    3.369023  0.885242
   step_number    set_name  loss_value       auc
0          110  validation    3.704067  0.890464
   step_number  set_name  loss_value       auc
0          111  subtrain     3.35861  0.885462
   step_number    set_name  loss_value       auc
0          111  validation     3.69447  0.890668
   step_number  set_name  loss_value       auc
0          112  subtrain    3.348286  0.885707
   step_number    set_name  loss_value       auc
0          112  validation    3.684957  0.890857
   step_number  set_name  loss_value       auc
0          113  subtrain    3.338049  0.885933
   step_number    set_name  loss_value       auc
0          113  validation    3.675525  0.891055
   step_number  set_name  loss_value       auc
0          114  subtrain    3.327897  0.886139
   step_number    set_name  loss_value       auc
0          114  validation    3.666173  0.891251
   step_number  set_name  loss_value       auc
0          115  subtrain    3.317831  0.886343
   step_number    set_name  loss_value       auc
0          115  validation    3.656902  0.891434
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0         2009  validation     1.24465  0.912637
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0         2010  validation    1.244413  0.91263
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0         7217  validation    1.003623  0.923765
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0         9432  validation    1.039767  0.915096
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0         9435  subtrain    0.509907  0.962024
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0         9437  subtrain    0.509896  0.962025
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0         9448  subtrain    0.503165  0.959376
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0         9448  validation    1.039963  0.915103
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0         9449  subtrain    0.509832  0.962036
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0         9449  validation    1.031576  0.925091
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0         9452  validation    1.040012  0.915108
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0         9453  validation    1.031631  0.925092
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0         9454  validation    1.040037  0.915108
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0         9456  validation    1.040062  0.915108
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0         9458  validation    1.040086  0.915108
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0         9462  validation    1.040135  0.915108
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0         9463  validation    1.031767  0.925099
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0         9464  subtrain    0.503072  0.959388
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0         9467  validation    1.031822  0.925104
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0         9468  validation    1.040209  0.915108
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0         9470  validation    1.040234  0.915112
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0         9472  validation    1.040258  0.915112
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0         9473  validation    1.031904  0.925105
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0         9474  validation    1.040283  0.915113
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0         9475  validation    1.031931  0.92511
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0         9476  validation    1.040307  0.915114
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0         9477  validation    1.031959  0.925109
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0         9479  validation    1.031986  0.925108
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0         9493  validation    1.032178  0.925108
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0         9497  validation    1.032233  0.925109
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0         9511  validation    1.032424  0.925112
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0         9513  subtrain    0.509492  0.962066
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0         9541  subtrain    0.509345  0.962083
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0        10332  validation    1.051169  0.915497
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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        10346  validation    1.051351  0.915508
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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        10358  validation    1.051507  0.915518
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0        10360  validation    1.051534  0.915521
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0        10364  validation    1.051586  0.915522
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0        10375  validation     1.04446  0.925524
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0        10376  validation    1.051742  0.915528
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0        10377  validation    1.044488  0.925524
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0        10378  subtrain    0.498104  0.960027
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0        10378  validation    1.051769  0.915527
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0        10379  validation    1.044517  0.925524
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0        10380  subtrain    0.498094  0.960028
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0        10380  validation    1.051795  0.915526
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0        10383  validation    1.044573  0.925529
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0        10384  validation    1.051847  0.915528
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0        10386  validation    1.051873  0.915528
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0        10388  validation    1.051899  0.91553
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0        10389  validation    1.044658  0.925532
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0        10391  validation    1.044686  0.925534
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0        10392  validation    1.051952  0.91553
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0        10393  validation    1.044715  0.925534
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0        10395  validation    1.044743  0.925537
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0        10398  validation     1.05203  0.915524
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0        10399  validation      1.0448  0.925542
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0        10400  validation    1.052056  0.915522
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0        10401  validation    1.044828  0.925545
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0        10413  validation    1.044997  0.925554
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0        10415  validation    1.045026  0.925557
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0        10417  validation    1.045054  0.925559
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0        10421  validation    1.045111  0.925559
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0        10423  validation    1.045139  0.925556
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0        10426  validation    1.052396  0.915524
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0        10427  validation    1.045195  0.925558
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0        10428  validation    1.052422  0.915526
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0        10429  validation    1.045224  0.925558
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   step_number    set_name  loss_value       auc
0        10431  validation    1.045252  0.925558
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0        10432  subtrain    0.497828  0.960066
   step_number    set_name  loss_value       auc
0        10432  validation    1.052475  0.915528
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0        10433  subtrain    0.504864  0.962523
   step_number    set_name  loss_value       auc
0        10433  validation     1.04528  0.925558
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
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0        10512  validation    1.053525  0.915561
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0        10520  validation     1.05363  0.915572
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0        10522  validation    1.053656  0.915572
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0        10532  validation    1.053788  0.915573
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0        10538  validation    1.053867  0.915576
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0        10540  validation    1.053893  0.915576
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0        10542  validation     1.05392  0.915576
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0        10545  validation    1.046868  0.925603
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0        10546  validation    1.053973  0.915579
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0        10547  validation    1.046896  0.925606
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0        10932  subtrain    0.495347  0.960351
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0        10932  validation    1.059103  0.915741
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0        10933  validation      1.0524  0.925753
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0        10934  subtrain    0.495338  0.960353
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0        10938  validation    1.059184  0.915751
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0        10940  validation    1.059211  0.915755
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0        10942  validation    1.059237  0.915756
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0        10943  validation    1.052543  0.925756
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0        10944  validation    1.059264  0.915757
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0        10945  validation    1.052572  0.925756
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0        10946  validation    1.059291  0.915757
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0        10947  validation    1.052601  0.925756
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0        10948  subtrain     0.49527  0.960363
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0        10948  validation    1.059318  0.915759
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0        10949  validation    1.052629  0.925755
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0        10950  subtrain    0.495261  0.960365
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0        10950  validation    1.059345  0.91576
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0        10951  validation    1.052658  0.925757
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0        10952  validation    1.059372  0.915761
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0        10953  validation    1.052687  0.925756
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0        10954  validation    1.059398  0.91576
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0        10972  validation     1.05964  0.915769
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0        10974  validation    1.059667  0.915772
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0        10982  validation    1.059774  0.915776
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0        10983  validation    1.053117  0.925778
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0        10987  validation    1.053174  0.925781
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0        10988  validation    1.059855  0.915773
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0        10989  validation    1.053203  0.925781
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0        11000  validation    1.060016  0.915776
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0        11002  validation    1.060043  0.915776
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0        11004  validation     1.06007  0.915777
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0        11234  validation    1.063177  0.915832
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0        11375  validation    1.058757  0.925937
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0        11376  validation    1.065107  0.915886
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0        11377  validation    1.058786  0.925938
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0        11378  validation    1.065135  0.915885
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0        11379  subtrain    0.500523  0.962942
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0        11379  validation    1.058815  0.925939
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0        11380  subtrain    0.493236  0.960612
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0        11380  validation    1.065162  0.915886
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0        11381  subtrain    0.500514  0.962942
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0        11382  validation    1.065189  0.915886
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0        11383  subtrain    0.500505  0.962943
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0        11383  validation    1.058873  0.925945
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0        11384  validation    1.065216  0.915889
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0        11385  subtrain    0.500497  0.962941
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0        11385  validation    1.058902  0.925947
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0        11386  subtrain    0.493208  0.960617
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0        11386  validation    1.065244  0.915892
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0        11387  validation    1.058931  0.925948
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0        11388  subtrain    0.493199  0.960619
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0        11388  validation    1.065271  0.915894
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0        11389  validation    1.058959  0.925949
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0        11390  validation    1.065298  0.915894
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0        11391  validation    1.058988  0.925951
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0        11392  validation    1.065325  0.915896
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0        11393  subtrain    0.500461  0.962941
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0        11393  validation    1.059017  0.92595
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0        11394  validation    1.065353  0.915895
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0        11395  validation    1.059046  0.925952
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0        11396  validation     1.06538  0.915896
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0        11397  validation    1.059075  0.925952
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0        11398  validation    1.065407  0.915895
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0        11399  subtrain    0.500435  0.962944
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0        11399  validation    1.059104  0.925954
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0        11400  subtrain    0.493144  0.960626
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0        11400  validation    1.065435  0.915896
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0        11401  subtrain    0.500426  0.962946
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0        11401  validation    1.059133  0.925954
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0        11402  subtrain    0.493135  0.960627
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0        11402  validation    1.065462  0.915896
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0        11403  subtrain    0.500417  0.962946
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0        11403  validation    1.059162  0.925955
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0        11404  subtrain    0.493125  0.960626
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0        11404  validation    1.065489  0.915895
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0        11405  subtrain    0.500409  0.962947
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0        11405  validation    1.059191  0.925959
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0        11406  subtrain    0.493116  0.960627
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0        11406  validation    1.065516  0.915896
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0        11407  subtrain      0.5004  0.962948
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0        11407  validation    1.059219  0.925961
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0        11408  subtrain    0.493107  0.960629
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0        11408  validation    1.065544  0.915896
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0        11409  subtrain    0.500391  0.96295
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0        11409  validation    1.059248  0.925964
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0        11410  subtrain    0.493098  0.960632
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0        11410  validation    1.065571  0.915895
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0        11411  subtrain    0.500382  0.962951
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0        11411  validation    1.059277  0.925964
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0        11412  subtrain    0.493089  0.960634
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0        11412  validation    1.065598  0.915896
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0        11413  subtrain    0.500374  0.962952
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0        11413  validation    1.059306  0.925965
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0        11414  subtrain    0.493079  0.960635
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0        11414  validation    1.065626  0.915899
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0        11415  subtrain    0.500365  0.962952
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0        11415  validation    1.059335  0.925969
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0        11416  subtrain     0.49307  0.960635
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0        11416  validation    1.065653  0.915902
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0        11417  subtrain    0.500356  0.962956
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0        11417  validation    1.059364  0.925969
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0        11418  subtrain    0.493061  0.960636
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0        11418  validation     1.06568  0.915903
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0        11419  subtrain    0.500347  0.962959
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0        11419  validation    1.059393  0.925972
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0        11420  subtrain    0.493052  0.960639
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0        11420  validation    1.065708  0.915906
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0        11421  subtrain    0.500339  0.962959
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0        11421  validation    1.059422  0.925972
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0        11422  subtrain    0.493043  0.96064
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0        11422  validation    1.065735  0.915909
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0        11423  subtrain     0.50033  0.962958
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0        11423  validation    1.059451  0.925972
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0        11424  subtrain    0.493034  0.96064
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0        11424  validation    1.065762  0.915912
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0        11425  subtrain    0.500321  0.962958
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0        11425  validation     1.05948  0.925974
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0        11426  subtrain    0.493024  0.960643
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0        11426  validation    1.065789  0.915909
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0        11427  subtrain    0.500312  0.962958
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0        11427  validation    1.059508  0.925975
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0        11428  subtrain    0.493015  0.960644
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0        11428  validation    1.065817  0.915909
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0        11429  subtrain    0.500303  0.962958
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0        11429  validation    1.059537  0.925971
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0        11430  subtrain    0.493006  0.960647
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0        11430  validation    1.065844  0.915911
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0        11431  validation    1.059566  0.925968
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0        11432  subtrain    0.492997  0.960648
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0        11432  validation    1.065871  0.915915
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0        11433  subtrain    0.500286  0.96296
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0        11433  validation    1.059595  0.925966
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0        11434  subtrain    0.492988  0.96065
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0        11434  validation    1.065899  0.915915
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0        11435  subtrain    0.500277  0.962961
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0        11435  validation    1.059624  0.925968
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0        11436  subtrain    0.492979  0.960652
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0        11436  validation    1.065926  0.915914
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0        11437  subtrain    0.500268  0.962961
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0        11437  validation    1.059653  0.92597
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0        11438  subtrain     0.49297  0.960652
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0        11438  validation    1.065953  0.915916
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0        11439  subtrain     0.50026  0.962961
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0        11439  validation    1.059682  0.925972
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0        11440  subtrain     0.49296  0.960653
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0        11440  validation    1.065981  0.915916
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0        11441  subtrain    0.500251  0.962962
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0        11441  validation    1.059711  0.925976
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0        11442  subtrain    0.492951  0.960655
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0        11442  validation    1.066008  0.915916
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0        11443  subtrain    0.500242  0.962962
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0        11443  validation     1.05974  0.925976
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0        11444  subtrain    0.492942  0.960657
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0        11444  validation    1.066036  0.915916
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0        11445  subtrain    0.500234  0.962962
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0        11445  validation    1.059769  0.925976
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0        11446  subtrain    0.492933  0.96066
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0        11446  validation    1.066063  0.915916
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0        11447  subtrain    0.500225  0.962962
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0        11447  validation    1.059798  0.925976
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0        11448  subtrain    0.492924  0.960663
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0        11448  validation     1.06609  0.915918
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0        11449  subtrain    0.500216  0.962963
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0        11449  validation    1.059826  0.925977
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0        11450  subtrain    0.492915  0.960664
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0        11450  validation    1.066117  0.915919
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0        11451  subtrain    0.500207  0.962964
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0        11451  validation    1.059855  0.925977
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0        11452  validation    1.066144  0.91592
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0        11453  subtrain    0.500198  0.962967
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0        11453  validation    1.059884  0.925976
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0        11454  subtrain    0.492896  0.960668
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0        11454  validation    1.066172  0.915922
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0        11455  validation    1.059913  0.925979
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0        11456  subtrain    0.492887  0.960671
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0        11456  validation    1.066199  0.915921
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0        11457  subtrain    0.500181  0.962968
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0        11457  validation    1.059942  0.925981
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0        11458  validation    1.066227  0.91592
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0        11459  subtrain    0.500172  0.96297
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0        11459  validation    1.059971  0.925983
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0        11460  subtrain    0.492869  0.96067
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0        11460  validation    1.066254  0.915918
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0        11461  subtrain    0.500163  0.962971
   step_number    set_name  loss_value       auc
0        11461  validation        1.06  0.925985
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0        11462  subtrain     0.49286  0.960671
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0        11462  validation    1.066281  0.915919
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0        11463  subtrain    0.500155  0.962972
   step_number    set_name  loss_value       auc
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0        11500  subtrain    0.492687  0.960683
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0        11512  validation    1.066965  0.915926
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0        11513  validation    1.060752  0.926004
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0        11514  subtrain    0.492623  0.960688
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0        11514  validation    1.066993  0.915927
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0        11516  validation     1.06702  0.915926
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0        11520  validation    1.067075  0.915928
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0        11521  subtrain    0.499902  0.963003
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0        11521  validation    1.060868  0.926008
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0        11522  subtrain    0.492587  0.960691
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0        11522  validation    1.067102  0.91593
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0        11523  subtrain    0.499893  0.963004
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0        11523  validation    1.060897  0.926009
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0        11524  validation     1.06713  0.91593
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0        11525  validation    1.060926  0.926011
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0        11526  validation    1.067157  0.915932
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0        11527  validation    1.060955  0.926011
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0        11528  subtrain    0.492559  0.960696
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0        11528  validation    1.067184  0.915931
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0        11529  subtrain    0.499867  0.963004
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0        11529  validation    1.060984  0.92601
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0        11530  validation    1.067212  0.915931
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0        11531  validation    1.061013  0.926009
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0        11532  subtrain    0.492541  0.960697
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0        11532  validation    1.067239  0.915931
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0        11533  subtrain     0.49985  0.963005
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0        11533  validation    1.061042  0.926013
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0        11534  subtrain    0.492532  0.960697
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0        11534  validation    1.067267  0.91593
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0        11535  subtrain    0.499841  0.963007
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0        11535  validation    1.061071  0.926013
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0        11536  validation    1.067294  0.915931
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0        11537  subtrain    0.499832  0.963007
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0        11537  validation      1.0611  0.926015
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0        11538  subtrain    0.492514  0.960696
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0        11538  validation    1.067322  0.915933
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0        11539  subtrain    0.499824  0.963008
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0        11539  validation    1.061128  0.926014
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0        11540  subtrain    0.492505  0.960696
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0        11540  validation    1.067349  0.915936
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0        11541  subtrain    0.499815  0.963008
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0        11541  validation    1.061158  0.926016
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0        11542  subtrain    0.492496  0.960696
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0        11542  validation    1.067376  0.915935
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0        11543  validation    1.061186  0.926013
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0        11544  subtrain    0.492487  0.960696
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0        11544  validation    1.067404  0.915935
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0        11545  subtrain    0.499798  0.963013
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0        11545  validation    1.061215  0.926016
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0        11546  subtrain    0.492478  0.960697
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0        11546  validation    1.067431  0.915932
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0        11547  subtrain    0.499789  0.963012
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0        11547  validation    1.061244  0.926017
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0        11548  subtrain    0.492469  0.960697
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0        11548  validation    1.067458  0.915932
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0        11549  subtrain     0.49978  0.963013
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0        11549  validation    1.061273  0.926018
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0        11550  validation    1.067486  0.915935
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0        11551  validation    1.061302  0.926018
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0        11552  validation    1.067513  0.915936
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0        11553  validation    1.061331  0.926019
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0        11554  validation    1.067541  0.915939
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0        11555  validation     1.06136  0.926019
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0        11556  validation    1.067568  0.91594
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0        11557  validation    1.061389  0.92602
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0        11558  validation    1.067596  0.915942
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0        11559  validation    1.061418  0.926022
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0        11560  validation    1.067623  0.915944
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0        11561  validation    1.061447  0.926023
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0        11562  validation    1.067651  0.915946
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0        11564  validation    1.067678  0.915945
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0        11567  validation    1.061534  0.926027
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0        11569  validation    1.061563  0.92603
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0        11570  validation     1.06776  0.91595
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0        11572  validation    1.067788  0.915953
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0        11574  validation    1.067815  0.915955
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0        11575  validation     1.06165  0.92603
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0        11576  validation    1.067842  0.915957
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0        11577  subtrain    0.499659  0.963031
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0        11577  validation    1.061679  0.926032
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0        11825  validation    1.065277  0.926149
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0        11827  subtrain    0.498588  0.963132
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0        11828  subtrain    0.491217  0.960829
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0        11828  validation    1.071313  0.916027
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0        11829  subtrain    0.498579  0.963133
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0        11829  validation    1.065336  0.926147
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0        11830  subtrain    0.491209  0.960831
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0        11830  validation     1.07134  0.916028
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0        11831  subtrain    0.498571  0.963136
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0        11831  validation    1.065365  0.92615
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0        11832  subtrain      0.4912  0.960832
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0        11832  validation    1.071368  0.916028
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0        11833  subtrain    0.498562  0.963136
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0        11833  validation    1.065394  0.926151
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0        11835  subtrain    0.498554  0.963137
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0        11836  subtrain    0.491182  0.960833
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0        11837  subtrain    0.498545  0.963139
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0        11837  validation    1.065452  0.926153
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0        11838  subtrain    0.491173  0.960834
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0        11839  subtrain    0.498537  0.96314
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0        11840  subtrain    0.491165  0.960835
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0        11840  validation    1.071479  0.916034
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0        11841  subtrain    0.498528  0.96314
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0        11841  validation     1.06551  0.926156
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0        11845  subtrain    0.498511  0.963142
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0        11845  validation    1.065568  0.926155
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0        11846  validation    1.071562  0.916038
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0        11847  subtrain    0.498503  0.963142
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0        11847  validation    1.065597  0.926158
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0        11848  subtrain    0.491129  0.960843
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0        11848  validation    1.071589  0.916038
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0        11850  validation    1.071617  0.916036
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0        11851  validation    1.065656  0.926161
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0        11855  validation    1.065714  0.926162
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0        11862  validation    1.071783  0.916041
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0        11863  subtrain    0.498435  0.963147
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0        11863  validation     1.06583  0.926165
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0        11864  subtrain    0.491059  0.960853
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0        11865  subtrain    0.498427  0.963148
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0        11865  validation    1.065859  0.926165
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0        11866  validation    1.071838  0.916039
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0        11867  subtrain    0.498418  0.963149
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0        11867  validation    1.065888  0.926164
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0        11868  validation    1.071866  0.916041
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0        11869  subtrain     0.49841  0.963149
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0        11870  subtrain    0.491033  0.960857
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0        11870  validation    1.071894  0.916042
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0        11871  subtrain    0.498401  0.963148
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0        11872  validation    1.071921  0.916043
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0        11873  subtrain    0.498393  0.963149
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0        11873  validation    1.065975  0.926165
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0        11874  validation    1.071949  0.916042
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0        11875  subtrain    0.498384  0.963151
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0        11875  validation    1.066005  0.926164
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0        11876  subtrain    0.491006  0.960858
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0        11877  subtrain    0.498376  0.963152
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0        11877  validation    1.066034  0.926164
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0        11879  validation    1.066063  0.926164
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0        11880  subtrain    0.490989  0.960861
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0        11880  validation    1.072032  0.916043
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0        11881  validation    1.066092  0.926163
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0        11882  validation     1.07206  0.916045
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0        11883  validation    1.066121  0.926163
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0        11884  validation    1.072088  0.916046
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0        11885  validation     1.06615  0.926161
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0        11886  validation    1.072115  0.916046
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0        11887  validation    1.066179  0.926162
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0        11888  validation    1.072143  0.916048
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0        11889  subtrain    0.498325  0.963154
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0        11889  validation    1.066208  0.926162
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0        11890  subtrain    0.490945  0.960864
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0        11890  validation     1.07217  0.916046
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0        11891  validation    1.066237  0.926161
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0        11892  subtrain    0.490936  0.960865
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0        11892  validation    1.072198  0.916046
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0        11893  subtrain    0.498308  0.963154
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0        11893  validation    1.066266  0.92616
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0        11894  validation    1.072226  0.916048
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0        11895  subtrain      0.4983  0.963155
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0        11895  validation    1.066295  0.926163
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0        11896  validation    1.072254  0.916048
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0        11897  validation    1.066325  0.926164
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0        11898  validation    1.072281  0.91605
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0        11899  subtrain    0.498283  0.963157
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0        11899  validation    1.066354  0.926161
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0        11901  validation    1.066383  0.926162
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0        11902  validation    1.072337  0.916053
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0        11904  subtrain    0.490884  0.960879
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0        11904  validation    1.072364  0.916054
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0        11914  subtrain     0.49084  0.960887
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0        11915  subtrain    0.498216  0.963164
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0        11915  validation    1.066586  0.926169
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0        11916  subtrain    0.490831  0.960888
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0        11916  validation    1.072531  0.916058
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0        11918  validation    1.072558  0.916061
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0        11919  subtrain    0.498199  0.963166
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0        12230  subtrain    0.489477  0.961047
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0        12932  validation    1.086768  0.916404
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0        13420  subtrain    0.484662  0.961541
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0        13420  validation    1.093697  0.916554
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0        13421  subtrain    0.492201  0.963726
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0        13421  validation    1.088653  0.926582
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0        13422  subtrain    0.484654  0.961541
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0        13422  validation    1.093725  0.916556
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0        13423  subtrain    0.492193  0.963726
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0        13423  validation    1.088683  0.926582
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0        13424  validation    1.093754  0.916557
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0        13425  subtrain    0.492186  0.963728
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0        13425  validation    1.088712  0.926582
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0        13426  subtrain    0.484639  0.961542
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0        13427  subtrain    0.492178  0.963728
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0        13427  validation    1.088742  0.926582
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0        13428  subtrain    0.484631  0.961544
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0        13428  validation    1.093811  0.916564
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0        13429  subtrain    0.492171  0.963728
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0        13429  validation    1.088771  0.926584
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0        13430  subtrain    0.484623  0.961543
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0        13430  validation    1.093839  0.916563
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0        13431  subtrain    0.492163  0.963729
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0        13431  validation    1.088801  0.926583
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0        13432  subtrain    0.484616  0.961544
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0        13432  validation    1.093868  0.916563
   step_number  set_name  loss_value      auc
0        13433  subtrain    0.492155  0.96373
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0        13433  validation     1.08883  0.926587
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0        13434  subtrain    0.484608  0.961545
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0        13434  validation    1.093896  0.916563
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0        13435  subtrain    0.492148  0.96373
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0        13435  validation    1.088859  0.926586
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0        13436  subtrain      0.4846  0.961546
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0        13436  validation    1.093925  0.916568
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0        13437  subtrain     0.49214  0.963732
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0        13437  validation    1.088889  0.926587
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0        13438  subtrain    0.484593  0.961548
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0        13438  validation    1.093953  0.916569
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0        13439  subtrain    0.492133  0.963733
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0        13440  subtrain    0.484585  0.961549
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0        13440  validation    1.093982  0.916569
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0        13441  subtrain    0.492125  0.963733
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0        13442  subtrain    0.484577  0.961549
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0        13442  validation     1.09401  0.916568
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0        13444  validation    1.094039  0.916566
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0        13445  subtrain     0.49211  0.963735
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0        13445  validation    1.089007  0.926585
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0        13446  subtrain    0.484562  0.961551
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0        13446  validation    1.094067  0.916569
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0        13447  subtrain    0.492102  0.963735
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0        13447  validation    1.089036  0.926585
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0        13448  subtrain    0.484554  0.961552
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0        13448  validation    1.094096  0.916572
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0        13449  subtrain    0.492095  0.963736
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0        13449  validation    1.089066  0.926586
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0        13450  subtrain    0.484546  0.961552
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0        13450  validation    1.094124  0.916573
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0        13451  subtrain    0.492087  0.963738
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0        13451  validation    1.089095  0.926585
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0        13452  subtrain    0.484539  0.961553
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0        13452  validation    1.094153  0.916574
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0        13453  subtrain     0.49208  0.963738
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0        13453  validation    1.089125  0.926585
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0        13454  subtrain    0.484531  0.961553
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0        13454  validation    1.094181  0.916575
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0        13455  subtrain    0.492072  0.963737
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0        13455  validation    1.089154  0.926587
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0        13456  validation    1.094209  0.916575
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0        13457  subtrain    0.492064  0.963739
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0        13457  validation    1.089184  0.926588
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0        13458  validation    1.094238  0.916576
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0        13459  validation    1.089213  0.926587
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0        13460  subtrain    0.484508  0.961557
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0        13460  validation    1.094267  0.916576
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0        13461  subtrain    0.492049  0.963738
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0        13461  validation    1.089242  0.926588
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0        13462  validation    1.094295  0.916578
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0        13463  validation    1.089272  0.926587
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0        13464  subtrain    0.484493  0.961561
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0        13464  validation    1.094324  0.916578
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0        13465  subtrain    0.492034  0.963737
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0        13465  validation    1.089301  0.926587
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0        13466  subtrain    0.484485  0.961563
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0        13466  validation    1.094352  0.916577
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0        13467  subtrain    0.492027  0.963739
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0        13467  validation    1.089331  0.926586
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0        13468  subtrain    0.484477  0.961564
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0        13468  validation    1.094381  0.916578
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0        13469  subtrain    0.492019  0.963739
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0        13469  validation     1.08936  0.926588
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0        13470  subtrain     0.48447  0.961564
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0        13470  validation    1.094409  0.916579
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0        13471  validation     1.08939  0.926587
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0        13472  validation    1.094438  0.916581
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0        13473  validation    1.089419  0.926587
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0        13474  validation    1.094466  0.916582
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0        13475  subtrain    0.491996  0.96374
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0        13475  validation    1.089449  0.926587
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0        13476  validation    1.094495  0.916585
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0        13477  subtrain    0.491989  0.96374
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0        13477  validation    1.089478  0.926586
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0        13478  validation    1.094523  0.916589
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0        13479  validation    1.089508  0.926585
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0        13480  subtrain    0.484431  0.961574
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0        13480  validation    1.094552  0.916591
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0        13483  validation    1.089566  0.926584
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0        13485  validation    1.089596  0.926584
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0        13487  validation    1.089625  0.926584
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0        13488  validation    1.094666  0.916591
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0        13489  validation    1.089655  0.926584
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0        13490  validation    1.094694  0.916595
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0        13491  validation    1.089684  0.926586
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0        13492  validation    1.094723  0.916597
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0        13494  validation    1.094751  0.916598
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0        13497  validation    1.089772  0.926586
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0        13499  validation    1.089802  0.926586
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0        13500  validation    1.094837  0.916604
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0        13501  validation    1.089832  0.926584
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0        13503  validation    1.089861  0.926584
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0        13504  validation    1.094894  0.916604
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0        13505  validation     1.08989  0.926585
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0        13507  validation     1.08992  0.926585
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0        13508  validation    1.094951  0.916605
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0        13524  validation    1.095179  0.916612
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0        13528  validation    1.095236  0.916613
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0        13532  subtrain    0.484232  0.961594
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0        13532  validation    1.095293  0.916615
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0        13533  validation    1.090303  0.926588
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0        13534  subtrain    0.484224  0.961595
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0        13534  validation    1.095322  0.916613
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0        13535  validation    1.090332  0.926589
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0        13536  subtrain    0.484216  0.961595
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0        13536  validation     1.09535  0.916615
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0        13540  subtrain    0.484201  0.961602
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0        13544  validation    1.095464  0.916619
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0        13550  validation     1.09555  0.916617
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0        13566  validation    1.095778  0.91662
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0        13567  subtrain    0.491649  0.963771
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0        13567  validation    1.090804  0.926606
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0        13568  subtrain    0.484094  0.961607
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0        13568  validation    1.095807  0.916622
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0        13570  subtrain    0.484086  0.961607
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0        13578  validation    1.095949  0.916624
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0        13580  validation    1.095978  0.916622
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0        13581  validation     1.09101  0.926608
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0        13582  subtrain    0.484041  0.961613
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0        13582  validation    1.096006  0.916625
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0        13583  validation    1.091039  0.926607
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0        13584  subtrain    0.484033  0.961614
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0        13584  validation    1.096035  0.916627
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0        13585  validation    1.091069  0.926606
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0        13586  validation    1.096064  0.916626
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0        13588  validation    1.096092  0.916627
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0        13590  validation    1.096121  0.916628
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0        13592  validation    1.096149  0.916627
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0        13595  validation    1.091216  0.926601
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0        13598  validation    1.096235  0.916628
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0        13599  validation    1.091275  0.926601
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0        13600  validation    1.096264  0.916627
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0        13601  validation    1.091305  0.926604
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0        13602  validation    1.096292  0.916629
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0        13603  validation    1.091334  0.926604
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0        13604  validation    1.096321  0.91663
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0        13605  validation    1.091364  0.926605
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0        13607  validation    1.091393  0.926606
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0        13608  validation    1.096377  0.916631
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0        13610  validation    1.096406  0.916632
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0        13612  validation    1.096435  0.916632
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0        13613  validation    1.091481  0.92661
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0        13614  validation    1.096463  0.916632
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0        13615  subtrain    0.491469  0.963792
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0        13615  validation    1.091511  0.926612
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0        13616  validation    1.096492  0.916632
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0        13617  validation     1.09154  0.926612
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0        13618  validation     1.09652  0.916633
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0        13619  validation     1.09157  0.926612
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0        13620  subtrain    0.483896  0.961628
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0        13620  validation    1.096549  0.916634
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0        13621  validation    1.091599  0.926616
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0        13766  validation    1.098635  0.916664
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0        13768  subtrain    0.483336  0.961679
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0        13768  validation    1.098663  0.916665
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0        13769  subtrain    0.490894  0.963846
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0        13770  subtrain    0.483328  0.96168
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0        13770  validation    1.098692  0.916666
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0        13775  validation    1.093869  0.926659
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0        13776  validation    1.098778  0.916666
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0        13784  subtrain    0.483276  0.961689
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0        13787  validation    1.094046  0.926661
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0        13788  validation     1.09895  0.916669
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0        13793  validation    1.094134  0.926664
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0        13794  validation    1.099036  0.916674
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0        13795  validation    1.094164  0.926666
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0        13796  subtrain    0.483231  0.961699
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0        13797  validation    1.094193  0.926665
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0        13798  validation    1.099093  0.916674
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0        13799  validation    1.094223  0.926663
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0        13800  subtrain    0.483215  0.961702
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0        13800  validation    1.099121  0.916675
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0        13801  subtrain    0.490775  0.963855
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0        13801  validation    1.094252  0.926663
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0        13803  validation    1.094281  0.926662
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0        13804  validation    1.099178  0.916674
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0        13806  validation    1.099207  0.916677
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0        13807  validation     1.09434  0.92666
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0        13808  validation    1.099236  0.916675
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0        13809  validation     1.09437  0.926662
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0        13810  subtrain    0.483178  0.961706
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0        13810  validation    1.099264  0.916676
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0        13811  validation    1.094399  0.926661
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0        13812  subtrain    0.483171  0.961707
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0        13812  validation    1.099293  0.916679
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0        13813  subtrain    0.490731  0.963862
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0        13813  validation    1.094429  0.926663
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0        13814  subtrain    0.483163  0.961708
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0        13814  validation    1.099321  0.916679
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0        13815  subtrain    0.490723  0.963862
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0        13815  validation    1.094458  0.926663
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0        13816  subtrain    0.483155  0.961709
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0        13816  validation     1.09935  0.916679
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0        13817  subtrain    0.490716  0.963863
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0        13817  validation    1.094488  0.926664
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0        13818  subtrain    0.483148  0.96171
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0        13818  validation    1.099379  0.916678
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0        13819  subtrain    0.490709  0.963864
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0        13819  validation    1.094517  0.926665
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0        13820  subtrain    0.483141  0.961712
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0        13820  validation    1.099407  0.916679
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0        13821  subtrain    0.490701  0.963864
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0        13821  validation    1.094547  0.926664
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0        13822  subtrain    0.483133  0.961712
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0        13822  validation    1.099436  0.916679
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0        13823  subtrain    0.490694  0.963864
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0        13823  validation    1.094576  0.926665
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0        13824  subtrain    0.483126  0.961713
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0        13824  validation    1.099465  0.916679
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0        13825  subtrain    0.490686  0.963866
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0        13825  validation    1.094606  0.92666
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0        13826  subtrain    0.483118  0.961713
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0        13826  validation    1.099493  0.916678
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0        13827  subtrain    0.490679  0.963866
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0        13827  validation    1.094635  0.926661
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0        13828  subtrain    0.483111  0.961714
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0        13828  validation    1.099522  0.916677
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0        13829  subtrain    0.490671  0.963865
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0        13829  validation    1.094665  0.926662
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0        13830  subtrain    0.483103  0.961715
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0        13830  validation    1.099551  0.916677
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0        13831  subtrain    0.490664  0.963866
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0        13831  validation    1.094694  0.926662
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0        13832  subtrain    0.483096  0.961716
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0        13832  validation    1.099579  0.91668
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0        13833  subtrain    0.490657  0.963866
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0        13833  validation    1.094724  0.926662
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0        13834  subtrain    0.483088  0.961715
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0        13834  validation    1.099608  0.916682
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0        13835  subtrain    0.490649  0.963866
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0        13835  validation    1.094753  0.926662
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0        13836  subtrain    0.483081  0.961716
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0        13836  validation    1.099636  0.916682
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0        13837  subtrain    0.490642  0.963868
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0        13837  validation    1.094783  0.926663
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0        13838  subtrain    0.483073  0.961715
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0        13838  validation    1.099665  0.916686
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0        13839  subtrain    0.490634  0.963869
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0        13839  validation    1.094812  0.926664
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0        13840  subtrain    0.483066  0.961716
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0        13840  validation    1.099694  0.916687
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0        13841  subtrain    0.490627  0.963871
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0        13841  validation    1.094842  0.926665
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0        13842  subtrain    0.483058  0.961719
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0        13842  validation    1.099722  0.916688
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0        13843  subtrain     0.49062  0.96387
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0        13843  validation    1.094871  0.926666
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0        13844  subtrain    0.483051  0.961719
   step_number    set_name  loss_value      auc
0        13844  validation    1.099751  0.91669
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0        13845  subtrain    0.490612  0.963873
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0        13845  validation    1.094901  0.926668
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0        13846  subtrain    0.483043  0.961719
   step_number    set_name  loss_value       auc
0        13846  validation    1.099779  0.916689
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0        13847  subtrain    0.490605  0.963873
   step_number    set_name  loss_value       auc
0        13847  validation     1.09493  0.926667
   step_number  set_name  loss_value      auc
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0        13873  validation    1.095314  0.926669
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0        13875  subtrain    0.490501  0.963882
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0        13877  subtrain    0.490494  0.963882
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0        13877  validation    1.095373  0.926671
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0        13879  validation    1.095402  0.926672
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0        13880  subtrain    0.482916  0.961728
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0        13880  validation    1.100266  0.916695
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0        13882  validation    1.100295  0.916696
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0        13883  subtrain    0.490472  0.963884
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0        13883  validation    1.095461  0.926673
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0        13889  validation    1.095549  0.926675
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0        13890  validation    1.100409  0.916698
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0        13893  validation    1.095608  0.926675
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0        13894  validation    1.100466  0.916698
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0        13899  subtrain    0.490413  0.963888
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0        13899  validation    1.095697  0.926677
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0        13900  subtrain    0.482841  0.961735
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0        13900  validation    1.100552  0.916698
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0        13901  subtrain    0.490405  0.963888
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0        13901  validation    1.095726  0.926677
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0        13902  subtrain    0.482834  0.961736
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0        13902  validation    1.100581  0.916699
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0        13903  validation    1.095756  0.926677
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0        13904  subtrain    0.482827  0.961737
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0        13904  validation     1.10061  0.9167
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0        13905  subtrain    0.490391  0.963891
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0        13905  validation    1.095785  0.926677
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0        13906  subtrain    0.482819  0.961739
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0        13906  validation    1.100638  0.9167
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0        13907  subtrain    0.490383  0.963892
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0        13907  validation    1.095815  0.926677
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0        13908  subtrain    0.482812  0.961739
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0        13908  validation    1.100667  0.916704
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0        13909  subtrain    0.490376  0.963891
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0        13909  validation    1.095844  0.926678
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0        13910  subtrain    0.482804  0.961741
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0        13910  validation    1.100696  0.916704
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0        13911  subtrain    0.490369  0.963893
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0        13911  validation    1.095874  0.926677
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0        13912  subtrain    0.482797  0.961741
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0        13912  validation    1.100724  0.916704
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0        13913  subtrain    0.490361  0.963896
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0        13913  validation    1.095903  0.926676
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0        13914  subtrain    0.482789  0.961742
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0        13914  validation    1.100753  0.916704
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0        13915  subtrain    0.490354  0.963897
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0        13915  validation    1.095933  0.926676
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0        13916  subtrain    0.482782  0.961743
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0        13916  validation    1.100782  0.916704
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0        13917  subtrain    0.490346  0.963898
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0        13917  validation    1.095962  0.926677
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0        13918  subtrain    0.482774  0.961743
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0        13918  validation     1.10081  0.916703
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0        13919  subtrain    0.490339  0.963899
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0        13919  validation    1.095992  0.926676
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0        13920  subtrain    0.482767  0.961745
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0        13920  validation    1.100839  0.916704
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0        13921  subtrain    0.490332  0.963898
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0        13921  validation    1.096021  0.926676
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0        13922  subtrain    0.482759  0.961745
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0        13922  validation    1.100867  0.916704
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0        13923  subtrain    0.490324  0.9639
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0        13923  validation    1.096051  0.926675
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0        13924  subtrain    0.482752  0.961746
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0        13924  validation    1.100896  0.916708
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0        13925  subtrain    0.490317  0.9639
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0        13925  validation     1.09608  0.926677
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0        13926  subtrain    0.482745  0.961746
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0        13926  validation    1.100925  0.916709
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0        13927  subtrain     0.49031  0.963903
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0        13927  validation     1.09611  0.926677
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0        13928  subtrain    0.482737  0.961746
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0        13928  validation    1.100953  0.91671
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0        13929  subtrain    0.490302  0.963903
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0        13929  validation    1.096139  0.926677
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0        13930  subtrain     0.48273  0.961747
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0        13930  validation    1.100982  0.91671
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0        13931  subtrain    0.490295  0.963904
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0        13931  validation    1.096169  0.926678
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0        13932  subtrain    0.482722  0.961748
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0        13932  validation     1.10101  0.916712
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0        13933  subtrain    0.490288  0.963906
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0        13933  validation    1.096198  0.92668
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0        13934  subtrain    0.482715  0.961748
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0        13934  validation    1.101039  0.916711
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0        13935  subtrain     0.49028  0.963905
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0        13935  validation    1.096228  0.92668
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0        13936  subtrain    0.482707  0.961748
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0        13936  validation    1.101068  0.916709
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0        13937  subtrain    0.490273  0.963904
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0        13937  validation    1.096257  0.926682
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0        13938  subtrain      0.4827  0.961751
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0        13938  validation    1.101096  0.916711
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0        13939  subtrain    0.490265  0.963905
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0        13939  validation    1.096287  0.926684
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0        13940  subtrain    0.482693  0.961753
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0        13940  validation    1.101125  0.916711
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0        13941  subtrain    0.490258  0.963906
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0        13941  validation    1.096316  0.926683
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0        13942  subtrain    0.482685  0.961755
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0        13942  validation    1.101154  0.916715
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0        13943  subtrain    0.490251  0.963906
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0        13943  validation    1.096346  0.926684
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0        13944  subtrain    0.482678  0.961754
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0        13944  validation    1.101182  0.916715
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0        13945  subtrain    0.490243  0.963905
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0        13945  validation    1.096375  0.926684
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0        13946  subtrain     0.48267  0.961756
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0        13946  validation    1.101211  0.916714
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0        13947  subtrain    0.490236  0.963905
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0        13947  validation    1.096405  0.926684
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0        13948  subtrain    0.482663  0.961756
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0        13948  validation     1.10124  0.916713
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0        13949  subtrain    0.490229  0.963908
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0        13949  validation    1.096434  0.926681
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0        13950  subtrain    0.482655  0.961756
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0        13950  validation    1.101268  0.916712
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0        13951  subtrain    0.490221  0.963908
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0        13951  validation    1.096464  0.926682
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0        13952  subtrain    0.482648  0.961756
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0        13952  validation    1.101297  0.916712
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0        13953  subtrain    0.490214  0.963909
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0        13953  validation    1.096493  0.926681
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0        13954  subtrain     0.48264  0.961757
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0        13954  validation    1.101326  0.916714
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0        13955  subtrain    0.490207  0.963909
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0        13955  validation    1.096523  0.926682
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0        13956  subtrain    0.482633  0.961758
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0        13956  validation    1.101354  0.916715
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0        13957  validation    1.096552  0.926684
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   step_number    set_name  loss_value       auc
0        13958  validation    1.101383  0.916716
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0        13959  subtrain    0.490192  0.963911
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0        13959  validation    1.096582  0.926684
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0        13960  subtrain    0.482618  0.961759
   step_number    set_name  loss_value       auc
0        13960  validation    1.101412  0.916717
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0        14230  subtrain    0.481625  0.961847
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0        14264  validation    1.105772  0.916801
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0        14280  validation    1.106001  0.916799
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0        14475  validation    1.104194  0.926778
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0        14510  validation    1.109307  0.916871
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0        14756  validation    1.112847  0.916937
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0        18870  validation    1.172077  0.91751
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0        18873  validation    1.168609  0.927294
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0        18874  validation    1.172134  0.917511
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0        18875  validation    1.168638  0.927293
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0        18877  subtrain    0.474137  0.965205
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0        18877  validation    1.168666  0.927294
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0        18879  validation    1.168696  0.927296
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0        18880  subtrain    0.466706  0.963094
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0        18880  validation     1.17222  0.917513
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0        18882  validation    1.172249  0.917514
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0        18883  validation    1.168753  0.927297
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0        18888  validation    1.172334  0.917515
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0        18889  validation     1.16884  0.927297
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0        18890  validation    1.172363  0.917515
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0        18891  validation    1.168869  0.927298
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0        18892  validation    1.172391  0.917516
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0        18893  validation    1.168898  0.927298
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0        18894  validation     1.17242  0.917515
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0        18895  validation    1.168927  0.927298
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0        18896  validation    1.172449  0.917515
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0        18899  validation    1.168984  0.927298
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0        18900  validation    1.172506  0.917515
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0        18901  validation    1.169014  0.9273
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0        18902  validation    1.172534  0.917517
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0        18903  validation    1.169042  0.927298
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0        18904  subtrain    0.466638  0.963096
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0        18904  validation    1.172563  0.917516
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0        18905  validation    1.169071  0.927298
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0        18906  validation    1.172591  0.917515
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0        18907  validation      1.1691  0.927299
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0        18908  validation     1.17262  0.917515
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0        18910  validation    1.172649  0.917515
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0        18911  validation    1.169158  0.9273
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0        18912  subtrain    0.466615  0.963098
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0        18912  validation    1.172677  0.917516
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0        18913  subtrain    0.474031  0.965213
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0        18913  validation    1.169187  0.927301
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0        18914  subtrain    0.466609  0.963099
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0        18914  validation    1.172706  0.917516
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0        18915  subtrain    0.474025  0.965214
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0        18915  validation    1.169216  0.927302
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0        18916  validation    1.172734  0.917518
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0        18917  validation    1.169245  0.927301
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0        18918  validation    1.172763  0.917518
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0        18919  validation    1.169273  0.9273
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0        18920  subtrain    0.466592  0.9631
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0        18920  validation    1.172792  0.917519
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0        18921  subtrain    0.474008  0.965215
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0        18921  validation    1.169302  0.927301
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0        18922  subtrain    0.466586  0.9631
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0        18923  validation    1.169331  0.9273
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0        18924  validation    1.172849  0.91752
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0        18925  validation     1.16936  0.9273
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0        18926  subtrain    0.466575  0.963102
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0        18926  validation    1.172877  0.91752
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0        18927  validation    1.169389  0.9273
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0        18928  subtrain    0.466569  0.963104
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0        18928  validation    1.172906  0.91752
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0        18929  validation    1.169418  0.927303
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0        18930  subtrain    0.466563  0.963105
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0        18930  validation    1.172935  0.91752
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0        18931  validation    1.169447  0.927303
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0        18932  subtrain    0.466557  0.963106
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0        18932  validation    1.172963  0.91752
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0        18933  validation    1.169476  0.927304
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0        18934  subtrain    0.466552  0.963106
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0        18934  validation    1.172992  0.91752
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0        18935  subtrain    0.473967  0.96522
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0        18935  validation    1.169505  0.927304
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0        18936  subtrain    0.466546  0.963106
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0        18936  validation     1.17302  0.91752
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0        18937  subtrain    0.473961  0.96522
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0        18937  validation    1.169534  0.927305
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0        18938  subtrain     0.46654  0.963105
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0        18938  validation    1.173049  0.917521
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0        18939  validation    1.169563  0.927306
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0        18940  subtrain    0.466534  0.963107
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0        18940  validation    1.173077  0.91752
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0        18941  subtrain    0.473949  0.965222
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0        18941  validation    1.169592  0.927306
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0        18942  subtrain    0.466529  0.963108
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0        18942  validation    1.173106  0.91752
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0        18943  subtrain    0.473943  0.965223
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0        18943  validation     1.16962  0.927306
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0        18944  subtrain    0.466523  0.963108
   step_number    set_name  loss_value      auc
0        18944  validation    1.173135  0.91752
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0        29531  validation    1.315339  0.927161
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0        29532  subtrain    0.440576  0.964699
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0        29535  subtrain    0.447007  0.966936
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0        29540  validation    1.318149  0.917535
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0        30894  validation    1.335689  0.917477
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0        30899  validation    1.333094  0.927083
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0        30901  subtrain    0.443951  0.96712
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0        30902  validation    1.335792  0.917477
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0        30903  validation    1.333145  0.927084
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0        30904  subtrain    0.437638  0.964861
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0        30904  validation    1.335818  0.917478
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0        30905  validation    1.333171  0.927083
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0        30906  validation    1.335844  0.917477
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0        30907  validation    1.333197  0.927083
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0        30908  validation     1.33587  0.917477
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0        30910  validation    1.335896  0.917476
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0        30911  validation    1.333248  0.927083
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0        30912  validation    1.335921  0.917476
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0        30913  subtrain    0.443925  0.967122
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0        30913  validation    1.333274  0.927084
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0        30915  subtrain     0.44392  0.967122
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0        30915  validation      1.3333  0.927083
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0        30916  validation    1.335973  0.917475
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0        30917  validation    1.333326  0.927083
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0        30918  validation    1.335999  0.917476
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0        30919  subtrain    0.443912  0.967123
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0        30919  validation    1.333352  0.927081
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0        30920  validation    1.336024  0.917476
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0        30921  subtrain    0.443907  0.967123
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0        30921  validation    1.333378  0.92708
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0        30922  validation     1.33605  0.917475
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0        30923  validation    1.333403  0.92708
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0        30924  validation    1.336076  0.917475
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0        30925  validation    1.333429  0.927079
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0        30926  validation    1.336101  0.917474
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0        30927  subtrain    0.443894  0.967123
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0        30927  validation    1.333455  0.927077
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0        30928  subtrain    0.437587  0.964863
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0        30928  validation    1.336127  0.917476
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0        30929  subtrain    0.443889  0.967123
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0        30929  validation    1.333481  0.927077
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0        30930  validation    1.336153  0.917476
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0        30931  validation    1.333507  0.927076
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0        30932  validation    1.336179  0.917476
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0        30934  validation    1.336204  0.917477
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0        30935  subtrain    0.443876  0.967124
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0        30935  validation    1.333558  0.927075
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0        30936  validation     1.33623  0.917477
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0        30937  validation    1.333584  0.927075
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0        30938  validation    1.336256  0.917477
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0        30942  validation    1.336307  0.917477
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0        30944  validation    1.336333  0.917478
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0        30945  subtrain    0.443854  0.967125
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0        30945  validation    1.333687  0.927075
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0        30946  validation    1.336359  0.91748
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0        30948  validation    1.336385  0.917479
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0        30949  subtrain    0.443845  0.967126
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0        30949  validation    1.333738  0.927076
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0        30950  validation     1.33641  0.91748
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0        30951  validation    1.333764  0.927075
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0        31293  validation    1.338165  0.92706
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0        33823  validation    1.370294  0.926956
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0        33825  subtrain    0.437621  0.967463
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0        33825  validation    1.370319  0.926955
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0        33827  subtrain    0.437616  0.967463
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0        33827  validation    1.370345  0.926955
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0        33828  subtrain     0.43158  0.965197
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0        33829  subtrain    0.437612  0.967463
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0        33829  validation    1.370369  0.926955
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0        33830  subtrain    0.431576  0.965198
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0        33830  validation    1.373007  0.917304
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0        33831  subtrain    0.437608  0.967463
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0        33832  subtrain    0.431572  0.965199
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0        33833  subtrain    0.437604  0.967463
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0        33833  validation     1.37042  0.926955
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0        33834  subtrain    0.431568  0.965199
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0        33835  subtrain    0.437599  0.967463
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0        33835  validation    1.370445  0.926955
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0        33837  subtrain    0.437595  0.967463
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0        33850  validation    1.373258  0.917306
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0        33853  validation    1.370671  0.926956
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0        33855  validation    1.370696  0.926954
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0        33860  subtrain    0.431515  0.965202
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0        33860  validation    1.373384  0.917305
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0        33863  validation    1.370796  0.926953
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0        33864  subtrain    0.431507  0.965203
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0        33865  validation    1.370822  0.926953
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0        33867  validation    1.370847  0.926952
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0        33868  validation    1.373484  0.917302
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0        33869  subtrain    0.437527  0.967469
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0        33869  validation    1.370872  0.926952
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0        33870  subtrain    0.431495  0.965203
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0        33870  validation    1.373509  0.917302
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0        33871  subtrain    0.437523  0.967469
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0        33875  validation    1.370947  0.926952
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0        33877  validation    1.370972  0.926951
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0        33879  validation    1.370997  0.926951
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0        33880  validation    1.373635  0.917301
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0        33889  validation    1.371123  0.926951
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0        33895  validation    1.371198  0.926951
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0        33899  validation    1.371248  0.926951
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0        33904  validation    1.373936  0.9173
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0        33905  subtrain    0.437451  0.967472
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0        33905  validation    1.371324  0.926951
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0        33906  validation    1.373961  0.9173
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0        33908  validation    1.373986  0.9173
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0        33909  validation    1.371374  0.926952
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0        33910  validation    1.374011  0.9173
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0        33911  subtrain    0.437438  0.967473
   step_number    set_name  loss_value       auc
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0        35422  validation    1.392847  0.917227
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0        35423  subtrain    0.434265  0.967655
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0        35425  subtrain    0.434261  0.967656
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0        35425  validation    1.390258  0.926876
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0        35445  validation    1.390505  0.926873
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0        35463  validation    1.390728  0.926871
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0        35465  validation    1.390753  0.926871
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0        35475  validation    1.390876  0.926869
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0        37430  validation    1.417491  0.91711
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0        37432  validation    1.417515  0.917111
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0        37465  validation    1.415267  0.926757
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0        37467  validation    1.415291  0.926757
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0        37468  subtrain    0.424349  0.965635
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0        37469  validation    1.415315  0.926757
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0        37470  subtrain    0.424345  0.965635
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0        37470  validation    1.417977  0.917109
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0        37472  validation    1.418002  0.917109
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0        37474  validation    1.418026  0.917108
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0        37475  validation    1.415388  0.926758
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0        37476  validation    1.418051  0.917109
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0        37485  validation     1.41551  0.926759
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0        37488  validation    1.418197  0.917107
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0        37490  subtrain    0.424306  0.965638
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0        37490  validation    1.418221  0.917107
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0        37495  validation    1.415632  0.926759
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0        37497  validation    1.415656  0.926759
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0        37498  validation    1.418318  0.917107
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0        37499  validation     1.41568  0.926759
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0        37501  subtrain    0.429991  0.967868
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0        37501  validation    1.415704  0.926759
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0        37510  validation    1.418464  0.917107
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0        37511  subtrain     0.42997  0.96787
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0        37512  validation    1.418489  0.917108
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0        37513  subtrain    0.429966  0.967871
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0        37513  validation     1.41585  0.926758
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0        37514  subtrain     0.42426  0.965642
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0        37514  validation    1.418513  0.917107
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0        37515  subtrain    0.429962  0.96787
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0        37515  validation    1.415874  0.926757
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0        37516  subtrain    0.424256  0.965642
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0        37516  validation    1.418537  0.917106
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0        37517  subtrain    0.429958  0.96787
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0        37517  validation    1.415899  0.926757
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0        37518  validation    1.418562  0.917106
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0        37519  subtrain    0.429954  0.967871
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0        37519  validation    1.415923  0.926757
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0        37521  subtrain     0.42995  0.967871
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0        37521  validation    1.415947  0.926758
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0        37522  subtrain    0.424244  0.965642
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0        37522  validation     1.41861  0.917107
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0        37523  subtrain    0.429946  0.967872
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0        37523  validation    1.415972  0.926757
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0        37526  validation    1.418659  0.917108
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0        37527  subtrain    0.429938  0.967873
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0        37527  validation     1.41602  0.926758
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0        37528  validation    1.418683  0.917108
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0        37529  subtrain    0.429934  0.967873
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0        37529  validation    1.416044  0.926758
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0        37530  subtrain    0.424228  0.965644
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0        37530  validation    1.418707  0.917108
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0        37531  subtrain     0.42993  0.967874
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0        37531  validation    1.416069  0.926757
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0        37532  subtrain    0.424225  0.965644
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0        37532  validation    1.418732  0.917106
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0        37533  validation    1.416093  0.926757
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0        37534  subtrain    0.424221  0.965644
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0        37534  validation    1.418756  0.917106
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0        37535  subtrain    0.429921  0.967875
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0        37535  validation    1.416117  0.926757
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0        37536  subtrain    0.424217  0.965644
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0        37536  validation     1.41878  0.917107
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0        37537  subtrain    0.429917  0.967875
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0        37537  validation    1.416141  0.926757
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0        37538  subtrain    0.424213  0.965644
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0        37538  validation    1.418805  0.917107
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0        37539  subtrain    0.429913  0.967875
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0        37539  validation    1.416166  0.926757
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0        37540  subtrain    0.424209  0.965645
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0        37540  validation    1.418829  0.917107
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0        37541  subtrain    0.429909  0.967875
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0        37541  validation     1.41619  0.926757
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0        37542  subtrain    0.424205  0.965645
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0        37542  validation    1.418854  0.917107
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0        37543  subtrain    0.429905  0.967875
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0        37543  validation    1.416214  0.926756
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0        37544  subtrain    0.424201  0.965645
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0        37544  validation    1.418878  0.917106
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0        37545  subtrain    0.429901  0.967875
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0        37545  validation    1.416239  0.926756
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0        37546  subtrain    0.424197  0.965645
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0        37546  validation    1.418902  0.917106
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0        37547  subtrain    0.429897  0.967875
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0        37744  validation    1.421308  0.917093
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0        37758  validation    1.421478  0.917093
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0        37759  validation    1.418835  0.926746
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0        37760  validation    1.421502  0.917093
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0        37765  validation    1.418908  0.926748
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0        37768  validation    1.421599  0.917093
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0        37769  subtrain    0.429446  0.967904
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0        37769  validation    1.418956  0.926749
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0        37770  subtrain    0.423762  0.965675
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0        37770  validation    1.421624  0.917093
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0        37773  subtrain    0.429438  0.967906
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0        37773  validation    1.419005  0.926748
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0        37774  validation    1.421672  0.917092
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0        37775  subtrain    0.429434  0.967907
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0        39433  validation    1.438994  0.926665
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0        39437  validation    1.439042  0.926664
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0        39439  validation    1.439066  0.926664
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0        39440  validation    1.441768  0.917033
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0        39445  validation    1.439138  0.926664
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0        39449  validation    1.439186  0.926662
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0        48399  validation    1.543075  0.926122
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0        48409  validation    1.543187  0.926121
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0        48414  validation    1.545871  0.916526
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0        48417  validation    1.543277  0.926121
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0        48419  validation      1.5433  0.926121
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0        48421  validation    1.543322  0.926121
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0        48432  validation    1.546073  0.916523
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0        48434  validation    1.546095  0.916524
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0        49230  validation    1.555002  0.9165
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0        49410  validation     1.55701  0.916497
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0        49413  subtrain    0.407179  0.969044
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0        49413  validation    1.554447  0.926049
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0        49415  validation     1.55447  0.92605
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0        49416  validation    1.557077  0.916497
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0        49417  validation    1.554492  0.926049
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0        49418  validation    1.557099  0.916498
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0        49419  subtrain    0.407168  0.969044
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0        49419  validation    1.554515  0.92605
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0        49420  validation    1.557122  0.916498
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0        49421  subtrain    0.407165  0.969044
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0        49421  validation    1.554537  0.926049
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0        49422  validation    1.557144  0.916498
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0        49423  subtrain    0.407161  0.969045
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0        49423  validation    1.554559  0.926049
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0        49424  validation    1.557166  0.916499
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0        49425  subtrain    0.407157  0.969045
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0        49425  validation    1.554582  0.926048
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0        49426  subtrain    0.402467  0.967032
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0        49426  validation    1.557188  0.916499
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0        49427  subtrain    0.407154  0.969046
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0        49427  validation    1.554604  0.926048
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0        49428  subtrain    0.402463  0.967032
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0        49428  validation    1.557211  0.916499
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0        49429  subtrain     0.40715  0.969046
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0        49429  validation    1.554627  0.926047
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0        49430  validation    1.557233  0.916499
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0        49431  subtrain    0.407147  0.969046
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0        49431  validation    1.554649  0.926046
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0        49432  subtrain    0.402457  0.967032
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0        49432  validation    1.557255  0.916499
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0        49433  subtrain    0.407143  0.969046
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0        49433  validation    1.554671  0.926046
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0        49434  validation    1.557278  0.916499
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0        49435  subtrain     0.40714  0.969046
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0        49435  validation    1.554694  0.926047
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0        49436  subtrain     0.40245  0.967033
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0        49436  validation      1.5573  0.916499
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0        49437  subtrain    0.407136  0.969046
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0        49437  validation    1.554716  0.926047
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0        49438  subtrain    0.402446  0.967034
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0        49438  validation    1.557322  0.916498
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0        49439  subtrain    0.407132  0.969047
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0        49439  validation    1.554738  0.926046
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0        49440  validation    1.557344  0.916498
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0        49441  subtrain    0.407129  0.969046
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0        49441  validation    1.554761  0.926045
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0        49442  validation    1.557367  0.916498
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0        49443  subtrain    0.407125  0.969047
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0        49443  validation    1.554783  0.926046
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0        49444  validation    1.557389  0.916497
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0        49445  subtrain    0.407121  0.969046
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0        49445  validation    1.554806  0.926045
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0        49446  validation    1.557411  0.916497
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0        49447  subtrain    0.407118  0.969047
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0        49447  validation    1.554828  0.926045
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0        49448  validation    1.557434  0.916497
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0        49449  subtrain    0.407114  0.969047
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0        49449  validation     1.55485  0.926045
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0        49450  validation    1.557456  0.916497
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0        49451  validation    1.554873  0.926045
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0        49452  validation    1.557478  0.916498
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0        49453  validation    1.554895  0.926044
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0        49454  validation      1.5575  0.916497
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0        49456  validation    1.557523  0.916497
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0        49457  validation     1.55494  0.926044
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0        49458  validation    1.557545  0.916498
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0        49533  subtrain    0.406963  0.969057
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0        49540  validation    1.558459  0.916499
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0        49562  validation    1.558704  0.916497
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0        49563  validation    1.556124  0.92603
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0        49565  validation    1.556147  0.92603
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0        49569  validation    1.556191  0.92603
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0        49573  subtrain    0.406891  0.969061
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0        50603  validation    1.567697  0.925954
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0        50864  subtrain    0.400014  0.967197
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0        50864  validation    1.573138  0.916432
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0        50869  subtrain    0.404576  0.969182
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0        50869  validation    1.570643  0.925939
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0        50870  subtrain    0.400004  0.967198
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0        50870  validation    1.573205  0.916433
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0        50874  validation    1.573249  0.916432
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0        50875  subtrain    0.404566  0.969184
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0        50875  validation     1.57071  0.925937
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0        50877  subtrain    0.404562  0.969185
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0        50877  validation    1.570732  0.925937
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0        50879  subtrain    0.404559  0.969185
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0        50879  validation    1.570754  0.925937
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0        50880  subtrain    0.399987  0.967198
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0        50880  validation    1.573315  0.916431
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0        50890  validation    1.573425  0.916432
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0        50891  validation    1.570887  0.925935
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0        50892  subtrain    0.399967  0.967199
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0        50899  validation    1.570975  0.925933
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0        50913  validation    1.571131  0.92593
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0        50915  subtrain    0.404495  0.969187
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0        50915  validation    1.571153  0.925929
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0        50916  subtrain    0.399926  0.967203
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0        50918  subtrain    0.399923  0.967202
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0        50919  validation    1.571197  0.92593
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0        50920  validation    1.573756  0.916431
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0        50921  validation    1.571219  0.925928
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0        50922  subtrain    0.399916  0.967202
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0        50922  validation    1.573779  0.916431
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0        50923  validation    1.571241  0.925928
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0        50925  validation    1.571263  0.925927
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0        50926  validation    1.573822  0.91643
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0        50927  validation    1.571285  0.925927
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0        50928  subtrain    0.399906  0.967203
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0        50928  validation    1.573845  0.916429
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0        50929  validation    1.571307  0.925926
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0        50930  subtrain    0.399903  0.967204
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0        50930  validation    1.573867  0.916429
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0        50931  validation    1.571329  0.925926
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0        50932  subtrain    0.399899  0.967204
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0        50932  validation    1.573889  0.916428
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0        50933  validation    1.571352  0.925926
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0        50934  subtrain    0.399896  0.967205
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0        50934  validation    1.573911  0.916428
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0        50935  validation    1.571374  0.925925
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0        50936  validation    1.573933  0.916429
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0        50937  validation    1.571396  0.925925
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0        50938  validation    1.573955  0.916429
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0        50939  validation    1.571418  0.925924
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0        50940  subtrain    0.399886  0.967207
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0        50941  validation     1.57144  0.925924
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0        50942  validation    1.573999  0.916429
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0        50943  subtrain    0.404445  0.969187
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0        50943  validation    1.571462  0.925924
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0        50944  subtrain    0.399879  0.967208
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0        50944  validation    1.574021  0.916429
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0        50945  validation    1.571484  0.925924
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0        50946  subtrain    0.399876  0.967208
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0        50946  validation    1.574043  0.916429
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0        50947  subtrain    0.404438  0.969187
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0        50947  validation    1.571507  0.925923
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0        50948  subtrain    0.399872  0.967208
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0        50948  validation    1.574065  0.916428
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0        51434  subtrain    0.399051  0.967264
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0        56224  validation    1.631305  0.916204
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0        56335  validation    1.630078  0.925633
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0        56336  validation      1.6325  0.916201
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0        57157  validation    1.638839  0.925594
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0        57159  validation     1.63886  0.925595
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0        57160  subtrain    0.389662  0.967932
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0        57161  validation    1.638881  0.925594
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0        57162  subtrain    0.389658  0.967933
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0        57162  validation    1.641288  0.916149
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0        57163  validation    1.638903  0.925594
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0        57164  validation    1.641309  0.916149
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0        57165  validation    1.638924  0.925592
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0        57166  subtrain    0.389652  0.967934
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0        57167  validation    1.638945  0.925592
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0        57169  validation    1.638967  0.925592
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0        57171  validation    1.638988  0.925592
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0        57173  subtrain    0.393706  0.969796
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0        57173  validation    1.639009  0.925592
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0        57175  validation     1.63903  0.925592
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0        57177  validation    1.639052  0.925592
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0        57181  validation    1.639094  0.925593
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0        57191  validation      1.6392  0.925592
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0        57209  validation    1.639392  0.925592
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0        57215  validation    1.639456  0.925591
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0        57245  validation    1.639774  0.92559
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0        57287  validation    1.640221  0.925587
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0        57330  validation    1.643071  0.916142
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0        57338  validation    1.643155  0.916142
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0        57340  validation    1.643177  0.916141
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0        57342  validation    1.643198  0.916142
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0        57348  validation    1.643262  0.916142
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0        57381  validation    1.641219  0.925581
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0        57382  validation    1.643623  0.916143
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0        57383  validation     1.64124  0.925581
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0        57384  subtrain    0.389304  0.967968
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0        57384  validation    1.643643  0.916142
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0        57385  validation    1.641262  0.92558
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0        57386  subtrain    0.389301  0.967968
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0        57386  validation    1.643665  0.916142
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0        57387  validation    1.641283  0.92558
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0        57388  subtrain    0.389297  0.967969
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0        57388  validation    1.643686  0.916142
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0        57389  validation    1.641304  0.92558
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0        57390  subtrain    0.389294  0.967969
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0        57390  validation    1.643707  0.916142
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0        57391  subtrain     0.39334  0.969821
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0        57391  validation    1.641325  0.925579
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0        57392  subtrain    0.389291  0.967969
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0        57392  validation    1.643728  0.916142
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0        57393  validation    1.641347  0.92558
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0        57394  subtrain    0.389288  0.96797
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0        57394  validation     1.64375  0.916143
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0        57395  validation    1.641368  0.92558
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0        57396  subtrain    0.389285  0.96797
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0        57396  validation    1.643771  0.916143
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0        57397  validation    1.641389  0.92558
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0        57398  subtrain    0.389282  0.96797
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0        57398  validation    1.643792  0.916142
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0        57399  validation     1.64141  0.92558
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0        57400  subtrain    0.389278  0.96797
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0        57400  validation    1.643813  0.916142
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0        57401  subtrain    0.393324  0.969822
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0        57401  validation    1.641432  0.92558
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0        57402  subtrain    0.389275  0.967971
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0        57402  validation    1.643834  0.916141
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0        57403  validation    1.641453  0.92558
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0        57404  subtrain    0.389272  0.967972
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0        57404  validation    1.643856  0.91614
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0        57405  validation    1.641474  0.92558
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0        57406  subtrain    0.389269  0.967972
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0        57406  validation    1.643877  0.91614
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0        57407  validation    1.641495  0.92558
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0        57408  subtrain    0.389265  0.967971
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0        57408  validation    1.643898  0.91614
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0        57409  subtrain     0.39331  0.969822
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0        57409  validation    1.641517  0.92558
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0        57410  subtrain    0.389262  0.967971
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0        57410  validation    1.643919  0.91614
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0        57411  validation    1.641538  0.925579
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0        57412  subtrain    0.389259  0.967971
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0        57412  validation    1.643941  0.916139
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0        57413  validation    1.641559  0.92558
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0        57414  subtrain    0.389256  0.967971
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0        57414  validation    1.643962  0.916138
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0        57415  subtrain      0.3933  0.969822
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0        57415  validation     1.64158  0.925579
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0        57416  subtrain    0.389253  0.967972
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0        57416  validation    1.643983  0.916138
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0        57417  subtrain    0.393297  0.969822
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0        57417  validation    1.641602  0.925579
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0        57418  subtrain     0.38925  0.967971
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0        57418  validation    1.644004  0.916138
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0        57419  subtrain    0.393294  0.969822
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0        57419  validation    1.641623  0.925579
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0        57420  subtrain    0.389246  0.967971
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0        57420  validation    1.644025  0.916139
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0        57421  subtrain     0.39329  0.969822
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0        57421  validation    1.641644  0.925579
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0        57422  subtrain    0.389243  0.967971
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0        57422  validation    1.644047  0.916139
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0        57423  subtrain    0.393287  0.969823
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0        57423  validation    1.641666  0.925579
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0        57424  subtrain     0.38924  0.967971
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0        57424  validation    1.644068  0.916139
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0        57425  subtrain    0.393284  0.969823
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0        57425  validation    1.641687  0.925579
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0        57426  subtrain    0.389237  0.967972
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0        57426  validation    1.644089  0.916139
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0        57427  subtrain     0.39328  0.969823
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0        57427  validation    1.641708  0.925579
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0        57428  subtrain    0.389234  0.967972
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0        57428  validation     1.64411  0.916139
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0        57429  subtrain    0.393277  0.969823
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0        57429  validation    1.641729  0.925579
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0        57430  subtrain    0.389231  0.967972
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0        57430  validation    1.644131  0.91614
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0        57431  subtrain    0.393274  0.969824
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0        57431  validation    1.641751  0.925579
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0        57432  subtrain    0.389227  0.967972
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0        57432  validation    1.644153  0.91614
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0        57433  subtrain     0.39327  0.969824
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0        57433  validation    1.641772  0.925578
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0        57434  subtrain    0.389224  0.967972
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0        57434  validation    1.644174  0.91614
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0        57435  subtrain    0.393267  0.969824
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0        57435  validation    1.641793  0.925578
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0        57436  subtrain    0.389221  0.967973
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0        57436  validation    1.644195  0.91614
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0        57437  subtrain    0.393263  0.969823
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0        57437  validation    1.641814  0.925576
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0        57438  subtrain    0.389218  0.967973
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0        57438  validation    1.644216  0.91614
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0        57439  subtrain     0.39326  0.969823
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0        57439  validation    1.641835  0.925576
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0        57440  subtrain    0.389214  0.967973
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0        57440  validation    1.644238  0.91614
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0        57441  subtrain    0.393257  0.969823
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0        57441  validation    1.641857  0.925575
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0        57442  subtrain    0.389211  0.967974
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0        57442  validation    1.644259  0.916139
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0        57443  subtrain    0.393253  0.969823
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0        57443  validation    1.641878  0.925575
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0        57444  subtrain    0.389208  0.967974
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0        57444  validation     1.64428  0.91614
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0        57445  subtrain     0.39325  0.969823
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0        57445  validation    1.641899  0.925576
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0        57446  subtrain    0.389205  0.967975
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0        57446  validation    1.644301  0.91614
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0        57447  subtrain    0.393247  0.969824
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0        57447  validation     1.64192  0.925576
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0        57448  subtrain    0.389202  0.967975
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0        57448  validation    1.644322  0.916139
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0        57449  subtrain    0.393243  0.969824
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0        57449  validation    1.641941  0.925575
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0        57450  subtrain    0.389199  0.967975
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0        57450  validation    1.644343  0.916139
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0        57451  subtrain     0.39324  0.969824
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0        57451  validation    1.641963  0.925575
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0        57452  subtrain    0.389195  0.967975
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0        57452  validation    1.644365  0.91614
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0        57453  validation    1.641984  0.925574
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0        57454  subtrain    0.389192  0.967975
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0        57454  validation    1.644386  0.91614
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0        57455  subtrain    0.393233  0.969825
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0        57455  validation    1.642005  0.925574
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0        57456  subtrain    0.389189  0.967975
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0        57456  validation    1.644407  0.91614
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0        57457  validation    1.642026  0.925574
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0        57458  subtrain    0.389186  0.967975
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0        57458  validation    1.644428  0.916141
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0        57459  subtrain    0.393227  0.969826
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0        57459  validation    1.642048  0.925573
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0        57460  subtrain    0.389183  0.967976
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0        57460  validation     1.64445  0.916141
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0        57461  validation    1.642069  0.925572
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0        57462  subtrain     0.38918  0.967975
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0        57462  validation    1.644471  0.916141
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0        57463  validation     1.64209  0.925572
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0        57464  subtrain    0.389176  0.967976
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0        57464  validation    1.644492  0.916141
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0        57465  subtrain    0.393217  0.969827
   step_number    set_name  loss_value       auc
0        57465  validation    1.642112  0.925572
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0        57466  subtrain    0.389173  0.967975
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0        57466  validation    1.644513  0.916141
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0        57467  subtrain    0.393213  0.969828
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0        57467  validation    1.642133  0.925571
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0        57468  subtrain     0.38917  0.967975
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0        57468  validation    1.644535  0.916141
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0        57469  subtrain     0.39321  0.969827
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0        57469  validation    1.642154  0.925572
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0        57470  subtrain    0.389167  0.967975
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0        57470  validation    1.644556  0.916141
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0        57471  validation    1.642175  0.925572
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0        57472  subtrain    0.389164  0.967975
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0        57472  validation    1.644577  0.916141
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0        57473  subtrain    0.393203  0.969827
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0        57473  validation    1.642196  0.925571
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0        57474  subtrain     0.38916  0.967976
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0        57474  validation    1.644598  0.916141
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0        58112  validation    1.651344  0.916115
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0        58137  validation    1.649227  0.925538
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0        58287  validation     1.65081  0.92553
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0        58292  validation    1.653241  0.916107
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0        58293  validation    1.650873  0.925529
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0        58294  validation    1.653262  0.916107
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0        58295  validation    1.650895  0.92553
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0        58296  validation    1.653284  0.916107
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0        58299  subtrain    0.391827  0.969904
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0        58300  subtrain    0.387849  0.968084
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0        58300  validation    1.653326  0.916108
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0        58301  subtrain    0.391824  0.969904
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0        58301  validation    1.650958  0.925529
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0        58303  validation    1.650979  0.925529
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0        58304  subtrain    0.387842  0.968086
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0        58304  validation    1.653368  0.916107
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0        58305  validation       1.651  0.925529
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0        58306  validation    1.653389  0.916107
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0        58307  validation    1.651021  0.925528
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0        58309  validation    1.651042  0.925528
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0        58310  subtrain    0.387833  0.968087
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0        58311  subtrain    0.391807  0.969905
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0        58312  subtrain     0.38783  0.968088
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0        58312  validation    1.653452  0.916108
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0        58313  subtrain    0.391804  0.969906
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0        58313  validation    1.651084  0.925527
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0        58314  subtrain    0.387827  0.968088
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0        58314  validation    1.653473  0.916108
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0        58315  subtrain      0.3918  0.969906
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0        58315  validation    1.651106  0.925527
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0        58316  subtrain    0.387823  0.968089
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0        58316  validation    1.653494  0.916108
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0        58317  subtrain    0.391797  0.969905
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0        58317  validation    1.651127  0.925526
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0        58318  validation    1.653515  0.916108
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0        58319  subtrain    0.391794  0.969905
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0        58319  validation    1.651148  0.925526
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0        58320  subtrain    0.387817  0.968092
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0        58320  validation    1.653536  0.916107
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0        58321  subtrain     0.39179  0.969907
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0        58321  validation    1.651169  0.925526
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0        58322  validation    1.653557  0.916106
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0        58323  subtrain    0.391787  0.969907
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0        58323  validation     1.65119  0.925527
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0        58324  subtrain    0.387811  0.968092
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0        58324  validation    1.653579  0.916107
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0        58325  subtrain    0.391784  0.969907
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0        58325  validation    1.651211  0.925526
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0        58326  subtrain    0.387808  0.968092
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0        58326  validation      1.6536  0.916106
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0        58327  validation    1.651232  0.925526
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0        58328  validation    1.653621  0.916106
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0        58329  subtrain    0.391777  0.969908
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0        58329  validation    1.651253  0.925525
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0        58330  subtrain    0.387801  0.968092
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0        58330  validation    1.653642  0.916106
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0        58331  subtrain    0.391774  0.969908
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0        58331  validation    1.651275  0.925525
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0        58332  subtrain    0.387798  0.968092
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0        58332  validation    1.653663  0.916107
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0        58333  subtrain    0.391771  0.969908
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0        58333  validation    1.651296  0.925525
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0        58334  validation    1.653684  0.916106
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0        58335  validation    1.651317  0.925525
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0        58336  validation    1.653705  0.916106
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0        58337  validation    1.651338  0.925525
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0        58338  validation    1.653726  0.916106
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0        58339  validation    1.651359  0.925525
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0        58340  subtrain    0.387786  0.968091
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0        58340  validation    1.653747  0.916105
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0        58341  validation     1.65138  0.925525
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0        58342  validation    1.653769  0.916105
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0        58343  validation    1.651401  0.925525
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0        58344  validation    1.653789  0.916105
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0        58345  validation    1.651422  0.925525
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0        58346  validation    1.653811  0.916104
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0        58347  validation    1.651444  0.925525
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0        58348  validation    1.653832  0.916103
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0        58349  validation    1.651464  0.925525
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0        58350  validation    1.653853  0.916103
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0        58352  validation    1.653874  0.916103
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0        58353  validation    1.651507  0.925524
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0        58354  validation    1.653895  0.916103
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0        58355  validation    1.651528  0.925524
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0        58358  validation    1.653937  0.916103
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0        58359  validation     1.65157  0.925525
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0        58360  validation    1.653958  0.916103
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0        58361  validation    1.651591  0.925525
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0        58362  validation    1.653979  0.916104
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0        58363  validation    1.651612  0.925525
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0        58364  subtrain    0.387747  0.968096
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0        58364  validation       1.654  0.916104
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0        58365  subtrain    0.391717  0.969912
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0        58365  validation    1.651633  0.925525
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0        58366  validation    1.654021  0.916104
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0        58367  validation    1.651654  0.925524
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0        58368  validation    1.654042  0.916104
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0        58369  validation    1.651676  0.925524
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0        58370  validation    1.654064  0.916104
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0        58371  validation    1.651697  0.925524
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0        58372  validation    1.654085  0.916104
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0        58373  validation    1.651718  0.925524
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0        58374  validation    1.654106  0.916104
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0        58375  validation    1.651739  0.925524
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0        58376  subtrain    0.387728  0.968098
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0        58376  validation    1.654127  0.916104
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0        58377  validation     1.65176  0.925524
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0        58378  subtrain    0.387725  0.968098
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0        58378  validation    1.654148  0.916104
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0        58379  subtrain    0.391694  0.969914
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0        58379  validation    1.651781  0.925524
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0        58380  subtrain    0.387722  0.968099
   step_number    set_name  loss_value       auc
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0        58407  validation    1.652076  0.925516
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0        58409  validation    1.652098  0.925515
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0        58411  subtrain    0.391641  0.96992
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0        58412  subtrain    0.387671  0.9681
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0        58413  subtrain    0.391637  0.96992
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0        58414  validation    1.654527  0.916101
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0        58415  validation    1.652161  0.925515
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0        58416  subtrain    0.387665  0.968102
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0        58416  validation    1.654548  0.916101
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0        58417  subtrain    0.391631  0.96992
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0        58417  validation    1.652182  0.925514
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0        58418  subtrain    0.387662  0.968101
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0        58418  validation    1.654569  0.916101
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0        58419  subtrain    0.391628  0.96992
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0        58419  validation    1.652203  0.925514
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0        58420  subtrain    0.387659  0.968101
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0        58420  validation     1.65459  0.9161
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0        58421  subtrain    0.391624  0.96992
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0        58421  validation    1.652224  0.925514
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0        58422  subtrain    0.387656  0.968102
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0        58426  validation    1.654654  0.916099
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0        58429  validation    1.652309  0.925512
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0        58430  validation    1.654696  0.916099
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0        58431  subtrain    0.391608  0.969921
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0        58431  validation     1.65233  0.925512
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0        58432  subtrain     0.38764  0.968105
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0        58432  validation    1.654717  0.916099
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0        58433  subtrain    0.391604  0.969921
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0        58433  validation    1.652351  0.925513
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0        58434  validation    1.654738  0.916099
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0        58435  subtrain    0.391601  0.969922
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0        58435  validation    1.652372  0.925512
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0        58436  validation    1.654759  0.916099
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0        58440  validation    1.654802  0.916099
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0        58447  validation    1.652499  0.92551
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0        58448  validation    1.654886  0.916099
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0        58449  validation     1.65252  0.925511
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0        58450  validation    1.654907  0.916099
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0        58453  validation    1.652562  0.92551
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0        58457  validation    1.652604  0.92551
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0        58458  validation    1.654991  0.916099
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0        58459  validation    1.652625  0.92551
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0        58463  validation    1.652667  0.925512
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0        58469  validation     1.65273  0.92551
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0        58470  validation    1.655117  0.9161
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0        58471  validation    1.652752  0.92551
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0        58472  validation    1.655138  0.916099
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0        58473  validation    1.652773  0.92551
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0        58474  validation     1.65516  0.916098
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0        58475  validation    1.652794  0.925508
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0        58476  validation    1.655181  0.916098
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0        58477  validation    1.652815  0.925508
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0        58479  validation    1.652836  0.925508
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0        58480  validation    1.655223  0.916099
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0        58483  validation    1.652878  0.925507
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0        58487  validation     1.65292  0.925506
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0        58488  validation    1.655307  0.916099
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0        58489  validation    1.652942  0.925505
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0        58490  validation    1.655328  0.9161
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0        58491  validation    1.652963  0.925505
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0        58589  validation    1.653996  0.925502
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0        58597  validation    1.654079  0.925501
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0        58598  validation    1.656464  0.916099
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0        58601  validation    1.654122  0.925501
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0        58605  validation    1.654164  0.9255
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0        58617  validation     1.65429  0.925502
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0        58619  validation    1.654311  0.925502
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0        58621  validation    1.654332  0.925502
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0        58622  validation    1.656717  0.916096
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0        58623  validation    1.654353  0.925502
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0        58624  validation    1.656738  0.916096
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0        58625  validation    1.654375  0.925501
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0        58626  validation    1.656759  0.916096
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0        58628  validation     1.65678  0.916096
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0        58629  validation    1.654417  0.9255
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0        58630  validation    1.656801  0.916096
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0        58631  validation    1.654438  0.925499
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0        58632  subtrain    0.387324  0.968125
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0        58632  validation    1.656822  0.916096
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0        58633  subtrain    0.391273  0.96994
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0        58633  validation    1.654459  0.9255
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0        58634  subtrain    0.387321  0.968126
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0        58634  validation    1.656843  0.916096
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0        58635  subtrain     0.39127  0.96994
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0        58635  validation     1.65448  0.9255
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0        58636  subtrain    0.387318  0.968127
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0        58636  validation    1.656864  0.916094
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0        58637  subtrain    0.391266  0.96994
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0        58637  validation    1.654501  0.925501
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0        58638  validation    1.656885  0.916094
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0        58640  subtrain    0.387311  0.968128
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0        58640  validation    1.656906  0.916095
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0        58642  subtrain    0.387308  0.968128
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0        58642  validation    1.656927  0.916094
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0        58643  validation    1.654564  0.9255
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0        58644  validation    1.656948  0.916094
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0        58648  validation    1.656991  0.916093
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0        58649  validation    1.654627  0.925499
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0        58650  validation    1.657012  0.916092
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0        58651  validation    1.654649  0.925498
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0        58655  validation    1.654691  0.925498
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0        58662  validation    1.657138  0.916091
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0        58663  validation    1.654775  0.925499
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0        58664  subtrain    0.387273  0.96813
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0        58664  validation    1.657159  0.916089
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0        58665  validation    1.654796  0.925498
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0        58667  validation    1.654817  0.925499
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0        58668  validation    1.657201  0.916091
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0        58669  validation    1.654838  0.925498
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0        58670  validation    1.657222  0.916091
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0        58671  validation    1.654859  0.925497
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0        58672  validation    1.657243  0.916091
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0        58673  subtrain    0.391207  0.969945
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0        58673  validation    1.654881  0.925497
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0        58675  validation    1.654901  0.925496
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0        58676  validation    1.657285  0.916091
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0        58677  validation    1.654923  0.925496
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0        58678  validation    1.657306  0.916091
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0        58679  validation    1.654944  0.925496
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0        58680  subtrain    0.387248  0.968132
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0        58680  validation    1.657327  0.916091
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0        58681  subtrain    0.391193  0.969945
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0        58681  validation    1.654965  0.925496
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0        58682  validation    1.657348  0.916091
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0        58683  subtrain     0.39119  0.969946
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0        58683  validation    1.654986  0.925496
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0        58684  subtrain    0.387242  0.968133
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0        58684  validation    1.657369  0.91609
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0        58685  subtrain    0.391187  0.969946
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0        58685  validation    1.655007  0.925496
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0        58686  subtrain    0.387239  0.968133
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0        58686  validation     1.65739  0.916089
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0        58687  validation    1.655028  0.925495
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0        58688  subtrain    0.387236  0.968133
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0        58688  validation    1.657412  0.916089
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0        58689  validation    1.655049  0.925495
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0        58690  validation    1.657433  0.916088
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0        58691  validation     1.65507  0.925494
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0        58692  validation    1.657454  0.916088
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0        58693  validation    1.655091  0.925494
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0        58694  validation    1.657474  0.916088
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0        58695  validation    1.655112  0.925493
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0        58696  validation    1.657496  0.916088
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0        58697  validation    1.655133  0.925492
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0        58698  validation    1.657517  0.916088
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0        58699  subtrain    0.391164  0.969946
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0        58699  validation    1.655154  0.925493
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0        58700  validation    1.657538  0.916088
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0        58701  validation    1.655175  0.925493
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0        58703  validation    1.655196  0.925492
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0        58704  validation     1.65758  0.916088
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0        58705  validation    1.655218  0.925492
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0        58707  validation    1.655239  0.925491
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0        58709  validation     1.65526  0.925491
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0        58710  subtrain    0.387201  0.968135
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0        58710  validation    1.657643  0.916088
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0        58711  validation    1.655281  0.925491
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0        58712  subtrain    0.387198  0.968135
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0        58712  validation    1.657664  0.916088
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0        58713  subtrain     0.39114  0.969947
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0        58713  validation    1.655302  0.925492
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0        58714  subtrain    0.387195  0.968135
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0        58714  validation    1.657685  0.916088
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0        58715  subtrain    0.391137  0.969947
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0        58715  validation    1.655323  0.925491
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0        58716  subtrain    0.387191  0.968135
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0        58716  validation    1.657706  0.916089
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0        58717  subtrain    0.391134  0.969947
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0        58717  validation    1.655344  0.925491
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0        58718  subtrain    0.387188  0.968135
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0        58718  validation    1.657727  0.916088
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0        58719  subtrain    0.391131  0.969947
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0        58719  validation    1.655365  0.925491
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0        58858  validation      1.6592  0.916078
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0        58863  validation    1.656882  0.925479
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0        58871  validation    1.656966  0.925479
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0        58872  validation    1.659347  0.916077
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0        58873  validation    1.656987  0.925479
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0        58875  validation    1.657008  0.925479
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0        58887  validation    1.657134  0.925476
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0        58888  validation    1.659515  0.916077
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0        58889  validation    1.657155  0.925476
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0        58891  validation    1.657176  0.925476
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0        58893  validation    1.657198  0.925475
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0        58897  validation    1.657239  0.925475
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0        58898  validation    1.659621  0.916079
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0        58899  validation    1.657261  0.925476
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0        58900  subtrain    0.386901  0.968158
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0        58901  validation    1.657282  0.925476
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0        58902  validation    1.659663  0.916078
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0        58903  validation    1.657303  0.925476
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0        58905  validation    1.657324  0.925475
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0        58908  validation    1.659726  0.916077
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0        58909  validation    1.657366  0.925474
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0        58911  validation    1.657387  0.925474
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0        58912  validation    1.659768  0.916077
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0        58913  validation    1.657408  0.925474
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0        58914  subtrain    0.386879  0.96816
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0        58914  validation    1.659789  0.916077
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0        58915  validation    1.657429  0.925472
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0        58916  validation     1.65981  0.916076
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0        58917  validation     1.65745  0.925473
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0        58918  subtrain    0.386873  0.968161
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0        58918  validation     1.65983  0.916077
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0        58919  validation    1.657471  0.925472
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0        58920  subtrain    0.386869  0.968161
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0        58921  validation    1.657492  0.925471
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0        58923  validation    1.657513  0.925471
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0        58924  validation    1.659894  0.916076
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0        58925  validation    1.657534  0.925471
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0        58927  validation    1.657555  0.925471
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0        58928  validation    1.659936  0.916076
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0        58929  validation    1.657576  0.925471
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0        58930  validation    1.659957  0.916076
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0        58931  validation    1.657597  0.925471
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0        58932  subtrain    0.386851  0.968161
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0        58932  validation    1.659978  0.916077
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0        58933  validation    1.657618  0.925471
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0        58934  validation    1.659999  0.916076
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0        58935  validation    1.657639  0.925471
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0        58936  validation     1.66002  0.916076
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0        58937  validation     1.65766  0.925471
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0        58938  validation    1.660041  0.916077
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0        58939  validation    1.657681  0.925472
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0        58940  validation    1.660062  0.916076
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0        58941  validation    1.657702  0.925472
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0        58942  validation    1.660082  0.916075
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0        58943  validation    1.657723  0.925471
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0        58944  validation    1.660104  0.916075
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0        58945  subtrain    0.390756  0.969968
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0        58945  validation    1.657744  0.925471
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0        58946  validation    1.660125  0.916074
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0        58947  subtrain    0.390753  0.969968
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0        59309  validation    1.661568  0.925444
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0        59311  validation    1.661589  0.925444
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0        59312  validation    1.663965  0.916063
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0        59313  validation     1.66161  0.925443
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0        59314  validation    1.663986  0.916063
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0        59315  validation    1.661631  0.925443
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0        59318  subtrain    0.386244  0.968209
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0        59318  validation    1.664028  0.916064
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0        59319  subtrain    0.390139  0.970009
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0        59319  validation    1.661673  0.925443
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0        59320  subtrain    0.386241  0.968209
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0        59320  validation    1.664049  0.916064
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0        59321  validation    1.661694  0.925444
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0        59322  validation     1.66407  0.916064
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0        59323  subtrain    0.390133  0.97001
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0        59323  validation    1.661715  0.925443
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0        59324  subtrain    0.386234  0.968209
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0        59324  validation    1.664091  0.916064
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0        59325  validation    1.661736  0.925443
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0        59326  subtrain    0.386231  0.968208
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0        59326  validation    1.664111  0.916064
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0        59327  subtrain    0.390126  0.970009
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0        59327  validation    1.661757  0.925443
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0        59328  subtrain    0.386228  0.968209
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0        59328  validation    1.664132  0.916064
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0        59329  validation    1.661778  0.925444
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0        59331  subtrain     0.39012  0.970009
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0        59331  validation    1.661799  0.925444
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0        59333  subtrain    0.390116  0.970009
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0        59333  validation     1.66182  0.925444
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0        59335  validation    1.661841  0.925442
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0        59337  validation    1.661862  0.925442
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0        59338  validation    1.664237  0.916064
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0        59339  validation    1.661882  0.925443
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0        59341  validation    1.661904  0.925443
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0        59343  validation    1.661925  0.925442
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0        59344  validation      1.6643  0.916062
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0        59345  validation    1.661945  0.925443
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0        59346  validation    1.664321  0.916064
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0        59347  validation    1.661966  0.925443
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0        59348  validation    1.664342  0.916064
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0        59349  validation    1.661987  0.925443
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0        59351  validation    1.662009  0.925443
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0        59353  validation     1.66203  0.925443
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0        59355  validation     1.66205  0.925443
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0        59357  validation    1.662071  0.925443
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0        59362  validation    1.664489  0.916063
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0        59363  validation    1.662134  0.925442
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0        59364  validation     1.66451  0.916062
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0        59365  validation    1.662155  0.925442
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0        59367  validation    1.662176  0.925441
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0        59368  validation    1.664552  0.916061
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0        59369  validation    1.662197  0.925441
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0        59370  validation    1.664572  0.916061
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0        59371  validation    1.662218  0.925441
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0        59372  validation    1.664594  0.916061
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0        59373  validation    1.662239  0.925441
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0        59374  validation    1.664614  0.916061
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0        59375  validation     1.66226  0.92544
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0        59376  validation    1.664635  0.916061
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0        59377  validation    1.662281  0.92544
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0        59379  validation    1.662302  0.925439
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0        59380  validation    1.664677  0.916061
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0        59381  validation    1.662323  0.925439
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0        59383  validation    1.662344  0.925439
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0        59385  validation    1.662365  0.92544
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0        59387  validation    1.662386  0.92544
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0        59388  validation    1.664761  0.916061
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0        59391  validation    1.662428  0.925439
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0        59392  validation    1.664803  0.916062
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0        59393  validation    1.662449  0.925439
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0        59394  validation    1.664824  0.916062
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0        59395  subtrain    0.390014  0.970009
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0        59396  validation    1.664845  0.916061
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0        59398  validation    1.664866  0.916061
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0        59399  subtrain    0.390008  0.970009
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0        59399  validation    1.662512  0.925436
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0        59401  subtrain    0.390004  0.970009
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0        59401  validation    1.662533  0.925436
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0        59721  validation    1.665885  0.925421
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0        59732  validation    1.668361  0.916051
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0        59733  validation     1.66601  0.925421
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0        59734  validation    1.668382  0.916051
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0        59735  validation    1.666032  0.925421
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0        59736  validation    1.668403  0.916051
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0        59741  validation    1.666094  0.92542
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0        59742  validation    1.668465  0.91605
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0        59743  subtrain    0.389442  0.970046
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0        63848  validation    1.710858  0.916031
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0        64419  validation    1.714337  0.925237
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0        64421  validation    1.714358  0.925237
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0        64511  validation    1.715272  0.925233
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0        64513  validation    1.715293  0.925233
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0        64521  validation    1.715374  0.925231
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0        64527  validation    1.715435  0.925229
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0        64528  validation    1.717777  0.916023
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0        64529  validation    1.715455  0.925229
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0        64530  validation    1.717798  0.916023
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0        64531  validation    1.715476  0.925228
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0        64532  subtrain    0.378235  0.968898
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0        64533  validation    1.715496  0.925228
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0        64535  validation    1.715516  0.925228
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0        64763  validation    1.717831  0.92522
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0        65131  validation    1.721556  0.925199
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0        65133  validation    1.721577  0.925199
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0        65175  validation    1.722002  0.925199
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0        65183  validation    1.722083  0.925199
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0        65185  validation    1.722103  0.925199
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0        65191  validation    1.722163  0.925199
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0        65193  validation    1.722184  0.925198
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0        65195  validation    1.722204  0.925197
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0        65197  validation    1.722224  0.925197
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0        65198  subtrain    0.377237  0.968982
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0        65198  validation    1.724566  0.916003
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0        65199  validation    1.722244  0.925198
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0        65200  validation    1.724586  0.916003
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0        65201  validation    1.722264  0.925198
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0        65202  subtrain    0.377231  0.968983
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0        65202  validation    1.724606  0.916003
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0        65203  validation    1.722285  0.925197
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0        65204  subtrain    0.377228  0.968982
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0        65204  validation    1.724626  0.916003
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0        65205  validation    1.722305  0.925197
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0        65207  validation    1.722325  0.925196
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0        65208  subtrain    0.377222  0.968984
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0        65208  validation    1.724667  0.916002
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0        65209  subtrain    0.380669  0.970582
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0        65209  validation    1.722345  0.925196
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0        65210  subtrain    0.377219  0.968984
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0        65210  validation    1.724687  0.916003
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0        65211  validation    1.722365  0.925196
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0        65212  validation    1.724707  0.916003
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0        65213  validation    1.722386  0.925196
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0        65214  subtrain    0.377212  0.968985
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0        65214  validation    1.724727  0.916003
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0        65215  subtrain     0.38066  0.970582
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0        65215  validation    1.722406  0.925195
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0        65216  subtrain    0.377209  0.968985
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0        65216  validation    1.724747  0.916004
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0        65217  subtrain    0.380657  0.970583
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0        65217  validation    1.722426  0.925196
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0        65410  validation    1.726707  0.915997
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0        65412  validation    1.726727  0.915997
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0        65413  subtrain     0.38035  0.970608
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0        65413  validation    1.724406  0.925176
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0        65414  subtrain    0.376914  0.96901
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0        65414  validation    1.726747  0.915997
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0        65415  subtrain    0.380347  0.970608
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0        65415  validation    1.724426  0.925176
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0        65416  validation    1.726767  0.915998
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0        65417  subtrain    0.380343  0.970608
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0        65417  validation    1.724446  0.925176
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0        65418  subtrain    0.376908  0.96901
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0        65418  validation    1.726787  0.915998
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0        65419  validation    1.724466  0.925176
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0        65420  validation    1.726808  0.915999
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0        65421  subtrain    0.380337  0.970608
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0        65421  validation    1.724486  0.925176
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0        65422  validation    1.726828  0.915999
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0        65423  subtrain    0.380334  0.970609
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0        65424  validation    1.726848  0.915999
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0        65426  validation    1.726868  0.915998
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0        65427  validation    1.724547  0.925177
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0        65428  validation    1.726888  0.915997
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0        65429  validation    1.724567  0.925177
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0        65430  validation    1.726909  0.915998
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0        65431  validation    1.724587  0.925177
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0        65432  subtrain    0.376887  0.969012
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0        65432  validation    1.726929  0.915997
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0        65433  validation    1.724607  0.925177
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0        65434  subtrain    0.376884  0.969012
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0        65434  validation    1.726949  0.915998
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0        65435  validation    1.724627  0.925177
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0        65436  validation    1.726969  0.915998
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0        65437  validation    1.724648  0.925177
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0        65438  subtrain    0.376878  0.969012
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0        65438  validation    1.726989  0.915998
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0        65439  validation    1.724668  0.925179
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0        65440  subtrain    0.376875  0.969012
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0        65440  validation    1.727009  0.915998
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0        65442  validation    1.727029  0.915997
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0        65443  validation    1.724708  0.925179
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0        65444  validation     1.72705  0.915998
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0        65446  validation     1.72707  0.915998
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0        65447  validation    1.724749  0.92518
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0        65448  validation     1.72709  0.915999
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0        65704  validation    1.729673  0.915998
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0        65705  subtrain    0.379892  0.970628
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0        65705  validation    1.727352  0.925174
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0        65707  validation    1.727372  0.925173
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0        65708  subtrain    0.376476  0.969048
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0        65709  validation    1.727392  0.925173
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0        65710  subtrain    0.376473  0.969048
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0        65711  validation    1.727412  0.925172
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0        65712  subtrain     0.37647  0.969048
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0        65712  validation    1.729754  0.915999
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0        65713  subtrain     0.37988  0.970629
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0        65713  validation    1.727433  0.925172
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0        65714  subtrain    0.376467  0.969048
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0        65714  validation    1.729774  0.915999
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0        65715  subtrain    0.379877  0.970629
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0        65715  validation    1.727452  0.925172
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0        65716  subtrain    0.376464  0.969048
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0        65716  validation    1.729794  0.915998
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0        65717  subtrain    0.379874  0.970629
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0        65717  validation    1.727472  0.925172
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0        65718  subtrain    0.376461  0.969048
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0        65718  validation    1.729814  0.915998
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0        65719  subtrain    0.379871  0.970629
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0        65719  validation    1.727493  0.925172
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0        65721  subtrain    0.379868  0.970629
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0        65721  validation    1.727513  0.925172
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0        65722  subtrain    0.376455  0.969049
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0        65722  validation    1.729855  0.915998
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0        65723  subtrain    0.379865  0.970629
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0        65724  subtrain    0.376452  0.969049
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0        65724  validation    1.729875  0.915997
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0        65726  validation    1.729895  0.915997
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0        65728  validation    1.729915  0.915998
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0        65729  validation    1.727594  0.925172
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0        65730  subtrain    0.376443  0.96905
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0        65730  validation    1.729935  0.915997
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0        65731  subtrain    0.379852  0.97063
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0        65732  subtrain     0.37644  0.96905
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0        65732  validation    1.729955  0.915998
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0        65733  subtrain    0.379849  0.970632
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0        65734  subtrain    0.376437  0.96905
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0        65734  validation    1.729976  0.915998
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0        65735  subtrain    0.379846  0.970632
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0        65735  validation    1.727654  0.925171
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0        65736  validation    1.729996  0.915998
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0        65737  subtrain    0.379843  0.970633
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0        65737  validation    1.727674  0.925171
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0        65738  subtrain    0.376431  0.96905
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0        65738  validation    1.730016  0.915997
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0        65739  subtrain     0.37984  0.970633
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0        65739  validation    1.727694  0.925172
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0        65740  subtrain    0.376428  0.969051
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0        65740  validation    1.730036  0.915997
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0        65741  subtrain    0.379837  0.970633
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0        65741  validation    1.727714  0.925172
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0        65742  subtrain    0.376425  0.969051
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0        65742  validation    1.730056  0.915996
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0        65743  subtrain    0.379833  0.970634
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0        65743  validation    1.727735  0.925172
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0        65744  subtrain    0.376422  0.96905
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0        65744  validation    1.730076  0.915996
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0        65745  subtrain     0.37983  0.970634
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0        65745  validation    1.727755  0.925172
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0        65746  subtrain    0.376419  0.969051
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0        65746  validation    1.730096  0.915996
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0        65747  subtrain    0.379827  0.970634
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0        65747  validation    1.727775  0.925172
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0        65748  subtrain    0.376416  0.969051
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0        65748  validation    1.730117  0.915996
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0        65749  subtrain    0.379824  0.970634
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0        65749  validation    1.727795  0.925172
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0        65750  subtrain    0.376413  0.969051
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0        65750  validation    1.730137  0.915997
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0        65751  validation    1.727815  0.925172
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0        65752  validation    1.730157  0.915996
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0        65753  validation    1.727835  0.925171
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0        65754  validation    1.730177  0.915997
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0        65755  validation    1.727855  0.925172
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0        65756  validation    1.730197  0.915996
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0        65757  validation    1.727876  0.925173
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0        65758  validation    1.730217  0.915996
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0        65759  validation    1.727896  0.925173
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0        65760  validation    1.730237  0.915996
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0        65761  validation    1.727916  0.925173
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0        65762  validation    1.730257  0.915996
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0        65763  subtrain    0.379802  0.970637
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0        65763  validation    1.727936  0.925173
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0        65764  subtrain    0.376392  0.969052
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0        65764  validation    1.730277  0.915996
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0        65765  subtrain    0.379799  0.970637
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0        65765  validation    1.727956  0.925173
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0        65766  subtrain    0.376389  0.969052
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0        65766  validation    1.730298  0.915996
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0        65767  validation    1.727976  0.925173
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0        65768  validation    1.730318  0.915996
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0        65769  validation    1.727996  0.925173
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0        65770  validation    1.730338  0.915996
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0        65771  validation    1.728016  0.925173
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0        65772  validation    1.730358  0.915995
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0        65773  validation    1.728036  0.925173
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0        65774  subtrain    0.376377  0.969053
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0        65774  validation    1.730378  0.915996
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0        65775  subtrain    0.379783  0.970639
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0        65775  validation    1.728057  0.925174
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0        65776  subtrain    0.376375  0.969053
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0        65776  validation    1.730398  0.915996
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0        65777  validation    1.728077  0.925174
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0        65778  validation    1.730418  0.915996
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0        65779  validation    1.728097  0.925174
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0        65780  subtrain    0.376369  0.969054
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0        65780  validation    1.730438  0.915996
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0        65781  validation    1.728118  0.925174
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0        65782  validation    1.730459  0.915996
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0        65783  validation    1.728137  0.925175
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0        65784  subtrain    0.376363  0.969054
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0        65784  validation    1.730479  0.915996
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0        65785  validation    1.728158  0.925175
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0        65786  validation    1.730499  0.915996
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0        65787  validation    1.728178  0.925174
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0        65788  subtrain    0.376357  0.969055
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0        65788  validation    1.730519  0.915996
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0        65789  subtrain    0.379762  0.97064
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0        65789  validation    1.728198  0.925174
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0        65790  subtrain    0.376354  0.969055
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0        65790  validation    1.730539  0.915996
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0        65791  validation    1.728218  0.925174
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   step_number    set_name  loss_value       auc
0        65792  validation    1.730559  0.915996
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0        65793  subtrain    0.379755  0.97064
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0        65793  validation    1.728238  0.925176
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0        65794  subtrain    0.376348  0.969056
   step_number    set_name  loss_value       auc
0        65794  validation    1.730579  0.915996
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0        65795  subtrain    0.379752  0.97064
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0        66630  validation    1.738982  0.915995
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0        66632  validation    1.739003  0.915995
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0        66633  subtrain    0.378447  0.970714
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0        66633  validation    1.736681  0.925152
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0        66634  subtrain    0.375102  0.969176
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0        66634  validation    1.739022  0.915995
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0        66636  subtrain    0.375099  0.969176
   step_number    set_name  loss_value       auc
0        66636  validation    1.739042  0.915996
   step_number  set_name  loss_value       auc
0        66637  subtrain    0.378441  0.970715
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0        66638  subtrain    0.375096  0.969176
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0        66638  validation    1.739063  0.915996
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0        66639  validation    1.736741  0.925151
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0        66640  subtrain    0.375093  0.969176
   step_number    set_name  loss_value       auc
0        66640  validation    1.739083  0.915996
   step_number  set_name  loss_value       auc
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0        66641  validation    1.736761  0.925152
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0        66642  subtrain     0.37509  0.969176
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0        66642  validation    1.739102  0.915996
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0        66643  subtrain    0.378432  0.970715
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0        66643  validation    1.736781  0.925151
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0        66644  subtrain    0.375087  0.969176
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0        66644  validation    1.739123  0.915996
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0        66645  validation    1.736801  0.925151
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0        66646  subtrain    0.375084  0.969177
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0        66646  validation    1.739143  0.915997
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0        66648  validation    1.739163  0.915996
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0        66649  subtrain    0.378423  0.970714
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0        66649  validation    1.736841  0.925151
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0        66650  subtrain    0.375078  0.969179
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0        66650  validation    1.739183  0.915995
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0        66652  subtrain    0.375075  0.969179
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0        66652  validation    1.739203  0.915995
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0        66653  validation    1.736881  0.92515
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0        66654  validation    1.739223  0.915996
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0        66656  validation    1.739243  0.915995
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0        66658  validation    1.739263  0.915995
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0        66659  subtrain    0.378407  0.970716
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0        66660  subtrain    0.375063  0.96918
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0        66660  validation    1.739283  0.915995
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0        66661  subtrain    0.378404  0.970716
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0        66662  validation    1.739303  0.915994
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0        66663  subtrain    0.378401  0.970716
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0        66663  validation    1.736981  0.925149
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0        66664  subtrain    0.375057  0.969181
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0        66664  validation    1.739323  0.915995
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0        66665  subtrain    0.378398  0.970716
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0        66665  validation    1.737002  0.925149
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0        66666  subtrain    0.375054  0.969182
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0        66666  validation    1.739344  0.915995
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0        66667  subtrain    0.378395  0.970717
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0        66667  validation    1.737022  0.925149
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0        66668  subtrain    0.375051  0.969183
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0        66668  validation    1.739364  0.915995
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0        66669  subtrain    0.378391  0.970717
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0        66669  validation    1.737042  0.925149
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0        66670  subtrain    0.375048  0.969183
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0        66670  validation    1.739384  0.915995
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0        66671  subtrain    0.378388  0.970717
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0        66671  validation    1.737062  0.925149
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0        66672  subtrain    0.375045  0.969183
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0        66672  validation    1.739404  0.915994
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0        66673  subtrain    0.378385  0.970717
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0        66673  validation    1.737082  0.925147
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0        66674  subtrain    0.375042  0.969183
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0        66674  validation    1.739424  0.915995
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0        66675  subtrain    0.378382  0.970717
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0        66675  validation    1.737102  0.925147
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0        66676  subtrain    0.375039  0.969183
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0        66676  validation    1.739444  0.915995
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0        66677  subtrain    0.378379  0.970718
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0        66677  validation    1.737122  0.925148
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0        66678  subtrain    0.375036  0.969184
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0        66678  validation    1.739464  0.915995
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0        66679  subtrain    0.378376  0.970718
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0        66679  validation    1.737142  0.925148
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0        66680  subtrain    0.375034  0.969184
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0        66680  validation    1.739484  0.915996
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0        66681  subtrain    0.378373  0.970718
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0        66681  validation    1.737162  0.925148
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0        66682  subtrain    0.375031  0.969184
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0        66682  validation    1.739504  0.915997
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0        66683  subtrain     0.37837  0.970718
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0        66683  validation    1.737182  0.925148
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0        66684  subtrain    0.375028  0.969185
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0        66684  validation    1.739524  0.915997
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0        66685  subtrain    0.378367  0.970718
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0        66685  validation    1.737202  0.925148
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0        66686  subtrain    0.375025  0.969185
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0        66686  validation    1.739544  0.915997
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0        66687  subtrain    0.378363  0.970719
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0        66687  validation    1.737222  0.925148
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0        66688  subtrain    0.375022  0.969185
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0        66688  validation    1.739564  0.915997
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0        66689  subtrain     0.37836  0.970719
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0        66689  validation    1.737242  0.925149
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0        66690  subtrain    0.375019  0.969185
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0        66690  validation    1.739584  0.915998
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0        66691  subtrain    0.378357  0.97072
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0        66691  validation    1.737262  0.925149
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0        66692  subtrain    0.375016  0.969185
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0        66692  validation    1.739604  0.915997
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0        66693  subtrain    0.378354  0.97072
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0        66693  validation    1.737282  0.925149
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0        66694  subtrain    0.375013  0.969186
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0        66694  validation    1.739624  0.915997
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0        66695  subtrain    0.378351  0.97072
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0        66695  validation    1.737302  0.925149
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0        66696  subtrain     0.37501  0.969186
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0        66696  validation    1.739644  0.915997
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0        66697  subtrain    0.378348  0.970721
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0        66697  validation    1.737322  0.925148
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0        66698  subtrain    0.375007  0.969187
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0        66698  validation    1.739664  0.915998
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0        66699  subtrain    0.378345  0.970721
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0        66699  validation    1.737343  0.925148
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0        66700  subtrain    0.375004  0.969188
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0        66700  validation    1.739685  0.915998
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0        66701  subtrain    0.378342  0.970721
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0        66701  validation    1.737363  0.925148
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0        66702  subtrain    0.375001  0.969188
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0        66702  validation    1.739704  0.915998
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0        66703  subtrain    0.378339  0.970722
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0        66703  validation    1.737383  0.925148
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0        66704  subtrain    0.374998  0.969188
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0        66704  validation    1.739724  0.915999
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0        66705  subtrain    0.378336  0.970722
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0        66705  validation    1.737403  0.925149
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0        66706  validation    1.739745  0.915999
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0        66709  validation    1.737443  0.925149
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0        66710  subtrain    0.374989  0.969188
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0        66710  validation    1.739785  0.915999
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   step_number    set_name  loss_value       auc
0        66711  validation    1.737463  0.925148
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0        66712  subtrain    0.374986  0.969189
   step_number    set_name  loss_value       auc
0        66712  validation    1.739805  0.915999
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0        66713  subtrain    0.378323  0.970722
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0        66713  validation    1.737483  0.925149
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0        66714  subtrain    0.374983  0.969189
   step_number    set_name  loss_value       auc
0        66714  validation    1.739825  0.915999
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0        66715  subtrain     0.37832  0.970723
   step_number    set_name  loss_value      auc
0        66715  validation    1.737503  0.92515
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0        66716  subtrain     0.37498  0.969189
   step_number    set_name  loss_value       auc
0        66716  validation    1.739845  0.915999
   step_number  set_name  loss_value       auc
0        66717  subtrain    0.378317  0.970723
   step_number    set_name  loss_value       auc
0        66717  validation    1.737523  0.925149
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0        66718  subtrain    0.374977  0.969189
   step_number    set_name  loss_value       auc
0        66718  validation    1.739865  0.915999
   step_number  set_name  loss_value       auc
0        66719  subtrain    0.378314  0.970723
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0        67192  validation    1.744605  0.915993
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0        67204  validation    1.744725  0.915993
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0        67205  subtrain    0.377562  0.970788
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0        67207  validation    1.742422  0.925137
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0        67208  validation    1.744765  0.915992
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0        67228  validation    1.744964  0.915993
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0        67230  validation    1.744984  0.915993
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0        67235  subtrain    0.377516  0.970791
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0        67243  validation    1.742782  0.925137
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0        67244  validation    1.745124  0.915992
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0        67248  validation    1.745164  0.915991
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0        67249  validation    1.742841  0.925138
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0        67251  validation    1.742861  0.925138
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0        67253  validation    1.742881  0.925138
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0        67254  validation    1.745224  0.91599
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0        67255  validation    1.742901  0.925137
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0        67259  validation    1.742941  0.925137
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0        67260  validation    1.745284  0.915991
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0        67261  validation    1.742961  0.925137
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0        67262  validation    1.745304  0.915991
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0        67263  validation    1.742981  0.925137
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0        67266  validation    1.745344  0.91599
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0        67267  validation    1.743021  0.925137
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0        67268  validation    1.745363  0.91599
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0        67269  validation    1.743041  0.925137
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0        67270  validation    1.745384  0.91599
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0        67271  validation    1.743061  0.925137
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0        67272  validation    1.745403  0.91599
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0        67273  validation    1.743081  0.925137
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0        67274  validation    1.745423  0.91599
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0        67275  validation    1.743101  0.925138
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0        67276  validation    1.745443  0.91599
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0        67277  subtrain    0.377451  0.970793
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0        67277  validation    1.743121  0.925138
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0        67278  validation    1.745463  0.915991
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0        67279  validation    1.743141  0.925138
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0        67280  validation    1.745483  0.915991
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0        67282  validation    1.745503  0.915992
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0        67283  subtrain    0.377442  0.970795
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0        67284  validation    1.745523  0.91599
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0        67285  validation      1.7432  0.925138
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0        67286  validation    1.745543  0.91599
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0        67287  validation     1.74322  0.925137
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0        67288  subtrain    0.374138  0.969255
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0        67288  validation    1.745563  0.915991
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0        67289  subtrain    0.377433  0.970796
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0        67289  validation    1.743241  0.925137
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0        67290  subtrain    0.374135  0.969255
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0        67290  validation    1.745583  0.91599
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0        67291  subtrain     0.37743  0.970796
   step_number    set_name  loss_value       auc
0        67291  validation     1.74326  0.925137
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0        67292  subtrain    0.374132  0.969255
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0        67292  validation    1.745603  0.915988
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0        67293  subtrain    0.377427  0.970796
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0        67387  validation    1.744218  0.925139
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0        67388  validation    1.746561  0.915979
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0        67389  validation    1.744238  0.92514
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0        67390  validation    1.746581  0.915979
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0        67391  validation    1.744258  0.92514
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0        67392  validation    1.746601  0.91598
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0        67393  subtrain    0.377272  0.970807
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0        67393  validation    1.744279  0.925141
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0        67408  validation    1.746761  0.915978
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0        67751  validation    1.747845  0.925128
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0        68060  validation    1.753251  0.915971
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0        68064  validation    1.753291  0.915972
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0        68070  validation     1.75335  0.915971
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0        68071  validation    1.751026  0.925108
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0        68073  subtrain    0.376227  0.970864
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0        68076  validation     1.75341  0.915971
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0        68077  validation    1.751085  0.925108
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0        68078  validation     1.75343  0.915971
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0        68079  validation    1.751105  0.925107
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0        68092  validation    1.753569  0.91597
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0        68093  validation    1.751244  0.925106
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0        68094  validation    1.753589  0.91597
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0        68095  subtrain    0.376193  0.970867
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0        68095  validation    1.751264  0.925105
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0        68096  validation    1.753609  0.915969
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0        68409  validation    1.754378  0.925087
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0        68411  subtrain    0.375709  0.970896
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0        68413  subtrain    0.375706  0.970896
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0        68414  validation    1.756763  0.91597
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0        68415  subtrain    0.375703  0.970896
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0        68416  validation    1.756783  0.915969
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0        68417  validation    1.754458  0.925086
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0        68418  validation    1.756803  0.915969
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0        68419  subtrain    0.375697  0.970897
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0        68419  validation    1.754477  0.925086
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0        68420  validation    1.756823  0.915969
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0        68421  subtrain    0.375694  0.970896
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0        68421  validation    1.754497  0.925086
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0        68422  validation    1.756843  0.91597
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0        68423  subtrain    0.375691  0.970896
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0        68423  validation    1.754517  0.925086
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0        68424  validation    1.756862  0.91597
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0        68425  subtrain    0.375688  0.970896
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0        68426  validation    1.756882  0.91597
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0        68427  subtrain    0.375685  0.970897
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0        68427  validation    1.754557  0.925086
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0        68428  validation    1.756902  0.915972
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0        68429  subtrain    0.375682  0.970897
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0        68429  validation    1.754576  0.925087
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0        68430  validation    1.756922  0.915971
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0        68431  subtrain    0.375679  0.970898
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0        68431  validation    1.754596  0.925086
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0        68432  validation    1.756942  0.915971
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0        68433  subtrain    0.375676  0.970898
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0        68433  validation    1.754616  0.925087
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0        68434  subtrain    0.372461  0.969413
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0        68434  validation    1.756961  0.915971
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0        68435  subtrain    0.375672  0.970898
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0        68435  validation    1.754636  0.925086
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0        68436  validation    1.756981  0.915971
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0        68437  subtrain    0.375669  0.970898
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0        68437  validation    1.754656  0.925087
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0        68438  subtrain    0.372455  0.969414
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0        68438  validation    1.757001  0.915972
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0        68439  subtrain    0.375666  0.970898
   step_number    set_name  loss_value       auc
0        68439  validation    1.754676  0.925087
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0        68440  subtrain    0.372452  0.969415
   step_number    set_name  loss_value      auc
0        68440  validation    1.757021  0.91597
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0        68466  validation    1.757279  0.915969
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0        68477  subtrain    0.375609  0.970905
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0        68479  subtrain    0.375605  0.970906
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0        68485  subtrain    0.375596  0.970906
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0        68495  validation     1.75523  0.925082
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0        68497  validation     1.75525  0.925083
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0        68498  validation    1.757596  0.91597
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0        68499  subtrain    0.375575  0.970909
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0        68499  validation     1.75527  0.925081
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0        68500  subtrain    0.372365  0.969419
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0        68500  validation    1.757615  0.91597
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0        68501  subtrain    0.375572  0.970909
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0        68501  validation    1.755289  0.92508
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0        68503  validation    1.755309  0.92508
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0        68510  subtrain     0.37235  0.96942
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0        68510  validation    1.757715  0.915973
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0        68511  validation    1.755389  0.92508
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0        68512  validation    1.757734  0.915971
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0        68513  subtrain    0.375553  0.970911
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0        68513  validation    1.755408  0.92508
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0        68514  subtrain    0.372344  0.96942
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0        68514  validation    1.757754  0.915972
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0        68515  subtrain     0.37555  0.970911
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0        68515  validation    1.755428  0.92508
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0        68516  validation    1.757774  0.915971
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0        68517  validation    1.755448  0.92508
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0        68518  validation    1.757793  0.915971
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0        68519  validation    1.755468  0.92508
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0        68520  validation    1.757813  0.915971
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0        68521  subtrain    0.375541  0.970912
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0        68521  validation    1.755487  0.92508
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0        68522  subtrain    0.372333  0.969421
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0        68522  validation    1.757833  0.915972
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0        68523  subtrain    0.375538  0.970912
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0        68523  validation    1.755507  0.925081
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0        68524  subtrain     0.37233  0.969421
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0        68524  validation    1.757853  0.915971
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0        68525  subtrain    0.375535  0.970912
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0        68525  validation    1.755527  0.92508
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0        68526  validation    1.757873  0.915972
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0        68527  subtrain    0.375532  0.970912
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0        68527  validation    1.755547  0.92508
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0        68528  validation    1.757893  0.915971
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0        68529  subtrain    0.375529  0.970912
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0        68529  validation    1.755567  0.92508
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0        68530  subtrain    0.372321  0.96942
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0        68530  validation    1.757912  0.915972
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0        68531  validation    1.755587  0.92508
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0        68532  validation    1.757932  0.915972
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0        68533  validation    1.755606  0.92508
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0        68534  subtrain    0.372315  0.969421
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0        68534  validation    1.757952  0.915971
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0        68535  validation    1.755627  0.92508
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0        68536  validation    1.757972  0.915971
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0        68537  subtrain    0.375517  0.970913
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0        68537  validation    1.755646  0.92508
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0        68538  subtrain    0.372309  0.969421
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0        68538  validation    1.757992  0.915971
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0        68539  subtrain    0.375514  0.970913
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0        68539  validation    1.755666  0.92508
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0        68540  subtrain    0.372307  0.969422
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0        68540  validation    1.758012  0.915971
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0        68541  validation    1.755686  0.92508
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0        68542  validation    1.758032  0.915971
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0        68543  validation    1.755706  0.92508
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0        68544  validation    1.758051  0.91597
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0        68550  validation    1.758111  0.915971
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0        68551  validation    1.755785  0.925079
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0        68552  subtrain    0.372289  0.969424
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0        68552  validation     1.75813  0.915972
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0        68553  subtrain    0.375492  0.970916
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0        68553  validation    1.755805  0.925079
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0        68554  subtrain    0.372286  0.969424
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0        68882  validation    1.761392  0.91597
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0        68892  validation    1.761491  0.91597
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0        68893  validation    1.759164  0.925066
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0        68896  validation    1.761531  0.91597
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0        69550  validation     1.76798  0.915979
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0        69552  validation       1.768  0.915979
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0        69577  validation    1.765907  0.925041
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0        70434  subtrain    0.369571  0.969671
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0        70435  validation    1.774326  0.925006
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0        70436  validation    1.776679  0.915999
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0        70437  validation    1.774345  0.925005
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0        70438  validation    1.776698  0.915999
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0        70439  validation    1.774365  0.925005
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0        70473  validation    1.774698  0.925005
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0        70475  validation    1.774718  0.925003
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0        70485  validation    1.774815  0.925001
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0        70487  validation    1.774835  0.925
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0        70488  validation    1.777187  0.916003
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0        70489  validation    1.774854  0.925
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0        70490  subtrain    0.369491  0.969678
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0        70490  validation    1.777207  0.916002
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0        70491  validation    1.774874  0.925
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0        70827  validation    1.778156  0.924984
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0        70829  validation    1.778176  0.924985
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0        70830  validation     1.78053  0.916009
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0        70831  validation    1.778195  0.924984
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0        70832  subtrain    0.369002  0.96973
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0        70832  validation    1.780549  0.916009
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0        70833  validation    1.778215  0.924984
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0        70834  subtrain    0.368999  0.96973
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0        70834  validation    1.780569  0.916008
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0        73913  validation    1.807972  0.924893
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0        75879  validation    1.826666  0.924856
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0        75899  validation    1.826854  0.924857
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0        75929  validation    1.827137  0.92486
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0        77961  validation    1.846203  0.92481
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0        78440  subtrain    0.358457  0.970799
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0        78441  subtrain    0.360983  0.971941
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0        78447  subtrain    0.360975  0.971941
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0        78475  validation    1.850986  0.924792
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0        78477  validation    1.851004  0.924792
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0        78478  subtrain    0.358406  0.970803
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0        78478  validation    1.853402  0.916162
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0        78479  validation    1.851023  0.924792
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0        78480  subtrain    0.358403  0.970803
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0        78480  validation     1.85342  0.916163
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0        78481  subtrain    0.360927  0.971944
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0        78485  validation    1.851079  0.924791
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0        78486  subtrain    0.358395  0.970804
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0        78486  validation    1.853476  0.916161
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0        78487  subtrain    0.360918  0.971947
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0        78487  validation    1.851097  0.92479
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0        78488  subtrain    0.358392  0.970805
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0        78488  validation    1.853495  0.916161
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0        78489  subtrain    0.360916  0.971947
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0        78489  validation    1.851116  0.92479
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0        78490  subtrain     0.35839  0.970805
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0        78490  validation    1.853513  0.916161
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0        78491  subtrain    0.360913  0.971948
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0        78491  validation    1.851134  0.92479
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0        78492  subtrain    0.358387  0.970806
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0        78492  validation    1.853532  0.916161
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0        78493  subtrain     0.36091  0.971948
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0        78493  validation    1.851153  0.924791
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0        78494  subtrain    0.358384  0.970806
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0        78494  validation    1.853551  0.916161
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0        78495  subtrain    0.360907  0.971948
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0        78495  validation    1.851171  0.924791
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0        78496  subtrain    0.358381  0.970808
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0        78496  validation    1.853569  0.916161
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0        78497  subtrain    0.360904  0.971948
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0        78497  validation     1.85119  0.924792
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0        78498  subtrain    0.358379  0.970808
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0        78498  validation    1.853588  0.916161
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0        78499  subtrain    0.360902  0.971948
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0        78499  validation    1.851209  0.924792
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0        78500  subtrain    0.358376  0.970807
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0        78500  validation    1.853606  0.916161
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0        78501  subtrain    0.360899  0.971949
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0        78501  validation    1.851228  0.924792
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0        78502  subtrain    0.358373  0.970807
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0        78502  validation    1.853625  0.91616
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0        78503  subtrain    0.360896  0.971949
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0        78503  validation    1.851246  0.924792
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0        78504  subtrain    0.358371  0.970808
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0        78504  validation    1.853643  0.91616
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0        78505  subtrain    0.360893  0.971948
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0        78505  validation    1.851265  0.924792
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0        78506  subtrain    0.358368  0.970808
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0        78506  validation    1.853662  0.91616
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0        78507  subtrain     0.36089  0.971948
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0        78507  validation    1.851283  0.924793
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0        78508  validation    1.853681  0.91616
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0        78509  subtrain    0.360888  0.971948
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0        78509  validation    1.851302  0.924794
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0        78510  subtrain    0.358363  0.970808
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0        78510  validation    1.853699  0.916161
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0        78511  subtrain    0.360885  0.971949
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0        78511  validation    1.851321  0.924793
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0        78512  subtrain     0.35836  0.970809
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0        78512  validation    1.853718  0.916161
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0        78513  subtrain    0.360882  0.97195
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0        78513  validation    1.851339  0.924793
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0        78514  subtrain    0.358357  0.970809
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0        78514  validation    1.853736  0.916161
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0        78515  subtrain    0.360879  0.97195
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0        78515  validation    1.851358  0.924794
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0        78516  subtrain    0.358355  0.97081
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0        78516  validation    1.853755  0.916161
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0        78517  subtrain    0.360876  0.97195
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0        78517  validation    1.851376  0.924795
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0        78518  subtrain    0.358352  0.97081
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0        78518  validation    1.853774  0.916162
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0        78519  subtrain    0.360873  0.971949
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0        78519  validation    1.851395  0.924795
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0        78520  subtrain    0.358349  0.970811
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0        78520  validation    1.853792  0.916162
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0        78521  subtrain    0.360871  0.971949
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0        78521  validation    1.851413  0.924795
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0        78522  subtrain    0.358347  0.970812
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0        78522  validation    1.853811  0.916162
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0        78523  subtrain    0.360868  0.97195
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0        78523  validation    1.851432  0.924795
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0        78524  subtrain    0.358344  0.970812
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0        78524  validation     1.85383  0.916161
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0        78525  subtrain    0.360865  0.97195
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0        78525  validation     1.85145  0.924796
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0        78526  subtrain    0.358341  0.970812
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0        78526  validation    1.853848  0.91616
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0        78527  subtrain    0.360862  0.971949
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0        78527  validation    1.851469  0.924796
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0        78528  subtrain    0.358339  0.970812
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0        78528  validation    1.853867  0.91616
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0        78529  subtrain    0.360859  0.971949
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0        78529  validation    1.851488  0.924796
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0        79335  validation    1.858965  0.924772
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0        79337  validation    1.858984  0.924772
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0        79340  validation    1.861405  0.916194
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0        79341  validation    1.859021  0.924773
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0        79342  validation    1.861424  0.916194
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0        79343  validation     1.85904  0.924774
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0        79344  validation    1.861442  0.916193
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0        79345  subtrain    0.359712  0.972026
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0        79345  validation    1.859058  0.924774
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0        79346  validation    1.861461  0.916193
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0        79351  validation    1.859113  0.924773
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0        79352  validation    1.861516  0.916194
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0        79353  subtrain    0.359701  0.972028
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0        79353  validation    1.859132  0.924773
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0        79354  subtrain     0.35723  0.970931
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0        79357  subtrain    0.359695  0.972029
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0        79439  validation    1.859928  0.924774
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0        79440  validation    1.862331  0.916199
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0        79891  validation    1.864103  0.924768
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0        79919  validation    1.864361  0.924768
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0        80002  validation    1.867522  0.916226
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0        81141  validation     1.87556  0.924755
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0        81153  validation     1.87567  0.924756
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0        81155  validation    1.875688  0.924756
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0        81156  validation    1.878101  0.916255
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0        81157  validation    1.875706  0.924755
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0        81158  subtrain     0.35484  0.971183
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0        81158  validation     1.87812  0.916255
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0        81159  validation    1.875725  0.924756
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0        81160  subtrain    0.354837  0.971182
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0        81160  validation    1.878138  0.916255
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0        81161  validation    1.875743  0.924755
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0        81163  validation    1.875761  0.924755
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0        81164  subtrain    0.354832  0.971184
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0        81164  validation    1.878175  0.916257
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0        81165  subtrain    0.357185  0.972233
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0        81165  validation     1.87578  0.924754
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0        81166  subtrain    0.354829  0.971184
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0        81166  validation    1.878193  0.916257
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0        81167  subtrain    0.357182  0.972233
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0        81167  validation    1.875798  0.924754
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0        81168  subtrain    0.354827  0.971185
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0        81168  validation    1.878211  0.916258
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0        81169  validation    1.875816  0.924754
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0        81170  validation    1.878229  0.916259
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0        81171  validation    1.875834  0.924754
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0        81173  validation    1.875853  0.924754
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0        81174  validation    1.878266  0.916258
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0        81175  validation    1.875871  0.924754
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0        81176  validation    1.878284  0.916258
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0        81177  validation    1.875889  0.924754
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0        81178  validation    1.878303  0.916259
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0        81179  validation    1.875907  0.924754
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0        81180  subtrain    0.354811  0.971186
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0        81181  validation    1.875925  0.924754
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0        81187  validation     1.87598  0.924753
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0        81189  validation    1.875999  0.924754
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0        81195  validation    1.876053  0.924753
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0        81197  validation    1.876071  0.924753
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0        81211  validation    1.876199  0.924752
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0        81213  validation    1.876218  0.924752
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0        81215  validation    1.876236  0.924752
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0        81217  validation    1.876254  0.924753
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0        81219  validation    1.876272  0.924752
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0        81220  validation    1.878686  0.916259
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0        81221  validation    1.876291  0.924753
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0        81222  subtrain    0.354756  0.971195
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0        81222  validation    1.878705  0.916259
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0        81223  validation    1.876309  0.924753
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0        81224  validation    1.878723  0.916259
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0        81225  validation    1.876327  0.924753
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0        81226  validation    1.878741  0.916258
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0        81227  validation    1.876346  0.924753
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0        81228  validation    1.878759  0.916258
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0        81229  validation    1.876364  0.924753
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0        81230  validation    1.878778  0.916258
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0        81231  validation    1.876382  0.924754
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0        81232  validation    1.878796  0.916259
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0        81233  validation      1.8764  0.924754
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0        81234  validation    1.878814  0.916259
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0        81235  subtrain    0.357088  0.972242
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0        81235  validation    1.876418  0.924754
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0        81237  validation    1.876436  0.924753
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0        81238  subtrain    0.354735  0.971198
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0        81239  validation    1.876455  0.924753
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0        81241  validation    1.876473  0.924752
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0        81243  validation    1.876492  0.924752
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0        81244  validation    1.878905  0.916261
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0        81245  validation     1.87651  0.924752
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0        81247  validation    1.876528  0.924752
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0        81248  validation    1.878942  0.916262
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0        81249  validation    1.876546  0.924752
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0        81250  validation     1.87896  0.916262
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0        81251  validation    1.876565  0.924752
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0        81252  validation    1.878978  0.916262
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0        81585  validation    1.879612  0.924751
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0        81586  validation    1.882028  0.916277
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0        81587  validation     1.87963  0.924751
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0        81588  validation    1.882046  0.916277
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0        81589  validation    1.879649  0.924751
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0        81590  subtrain    0.354272  0.971244
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0        81590  validation    1.882065  0.916277
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0        81591  validation    1.879667  0.924751
   step_number  set_name  loss_value       auc
0        81592  subtrain     0.35427  0.971244
   step_number    set_name  loss_value       auc
0        81592  validation    1.882082  0.916276
   step_number  set_name  loss_value       auc
0        81593  subtrain    0.356595  0.972284
   step_number    set_name  loss_value       auc
0        81593  validation    1.879685  0.924752
   step_number  set_name  loss_value       auc
0        81594  subtrain    0.354267  0.971244
   step_number    set_name  loss_value       auc
0        81594  validation    1.882101  0.916276
   step_number  set_name  loss_value       auc
0        81595  subtrain    0.356593  0.972284
   step_number    set_name  loss_value       auc
0        81595  validation    1.879704  0.924752
   step_number  set_name  loss_value       auc
0        81596  subtrain    0.354264  0.971244
   step_number    set_name  loss_value       auc
0        81596  validation    1.882119  0.916276
   step_number  set_name  loss_value       auc
0        81597  subtrain     0.35659  0.972285
   step_number    set_name  loss_value       auc
0        81597  validation    1.879722  0.924751
   step_number  set_name  loss_value       auc
0        81598  subtrain    0.354262  0.971244
   step_number    set_name  loss_value       auc
0        81598  validation    1.882138  0.916276
   step_number  set_name  loss_value       auc
0        81599  subtrain    0.356587  0.972285
   step_number    set_name  loss_value       auc
0        81599  validation     1.87974  0.924752
   step_number  set_name  loss_value       auc
0        81600  subtrain    0.354259  0.971245
   step_number    set_name  loss_value       auc
0        81600  validation    1.882155  0.916276
   step_number  set_name  loss_value       auc
0        81601  subtrain    0.356584  0.972285
   step_number    set_name  loss_value       auc
0        81601  validation    1.879758  0.924752
   step_number  set_name  loss_value       auc
0        81602  subtrain    0.354256  0.971245
   step_number    set_name  loss_value       auc
0        81602  validation    1.882174  0.916277
   step_number  set_name  loss_value       auc
0        81603  subtrain    0.356581  0.972285
   step_number    set_name  loss_value       auc
0        81603  validation    1.879776  0.924752
   step_number  set_name  loss_value       auc
0        81604  subtrain    0.354254  0.971246
   step_number    set_name  loss_value       auc
0        81604  validation    1.882192  0.916276
   step_number  set_name  loss_value       auc
0        81605  subtrain    0.356579  0.972285
   step_number    set_name  loss_value       auc
0        81605  validation    1.879794  0.924752
   step_number  set_name  loss_value       auc
0        81606  subtrain    0.354251  0.971247
   step_number    set_name  loss_value       auc
0        81606  validation     1.88221  0.916276
   step_number  set_name  loss_value       auc
0        81607  subtrain    0.356576  0.972286
   step_number    set_name  loss_value       auc
0        81607  validation    1.879812  0.924751
   step_number  set_name  loss_value       auc
0        81608  subtrain    0.354248  0.971247
   step_number    set_name  loss_value       auc
0        81608  validation    1.882229  0.916277
   step_number  set_name  loss_value       auc
0        81609  subtrain    0.356573  0.972286
   step_number    set_name  loss_value      auc
0        81609  validation    1.879831  0.92475
   step_number  set_name  loss_value       auc
0        81610  subtrain    0.354246  0.971247
   step_number    set_name  loss_value       auc
0        81610  validation    1.882247  0.916278
   step_number  set_name  loss_value       auc
0        81611  subtrain     0.35657  0.972286
   step_number    set_name  loss_value      auc
0        81611  validation    1.879849  0.92475
   step_number  set_name  loss_value       auc
0        81612  subtrain    0.354243  0.971247
   step_number    set_name  loss_value       auc
0        81612  validation    1.882265  0.916278
   step_number  set_name  loss_value       auc
0        81613  subtrain    0.356568  0.972286
   step_number    set_name  loss_value      auc
0        81613  validation    1.879867  0.92475
   step_number  set_name  loss_value       auc
0        81614  subtrain    0.354241  0.971248
   step_number    set_name  loss_value       auc
0        81614  validation    1.882283  0.916278
   step_number  set_name  loss_value       auc
0        81615  subtrain    0.356565  0.972286

### [bt]: Job terminated successfully [batchtools job.id=194]
### [bt]: Calculation finished!
slurmstepd: error: Detected 1 oom_kill event in StepId=10277510.batch. Some of the step tasks have been OOM Killed.
