### [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=191]
### [bt]: Setting seed to 15536 ...
[1] "module load anaconda3 && conda activate torch2 && python data_Classif.py data_Classif_scaled/FashionMNIST_N=10000_seed=3.csv Logistic 1e-04"
   step_number  set_name  loss_value     auc
0            0  subtrain    9.952058  0.3381
   step_number    set_name  loss_value       auc
0            0  validation   10.465045  0.346576
   step_number  set_name  loss_value       auc
0            1  subtrain    9.950698  0.338138
   step_number    set_name  loss_value       auc
0            1  validation   10.463626  0.346617
   step_number  set_name  loss_value       auc
0            2  subtrain    9.949337  0.338191
   step_number    set_name  loss_value       auc
0            2  validation   10.462206  0.346678
   step_number  set_name  loss_value       auc
0            3  subtrain    9.947977  0.338239
   step_number    set_name  loss_value       auc
0            3  validation   10.460787  0.346723
   step_number  set_name  loss_value       auc
0            4  subtrain    9.946617  0.338284
   step_number    set_name  loss_value       auc
0            4  validation   10.459367  0.346767
   step_number  set_name  loss_value       auc
0            5  subtrain    9.945258  0.338328
   step_number    set_name  loss_value       auc
0            5  validation   10.457949  0.346814
   step_number  set_name  loss_value       auc
0            6  subtrain    9.943902  0.338372
   step_number    set_name  loss_value       auc
0            6  validation   10.456532  0.346854
   step_number  set_name  loss_value       auc
0            7  subtrain    9.942545  0.338412
   step_number    set_name  loss_value       auc
0            7  validation   10.455115  0.346904
   step_number  set_name  loss_value       auc
0            8  subtrain    9.941187  0.338451
   step_number    set_name  loss_value       auc
0            8  validation   10.453699  0.346949
   step_number  set_name  loss_value       auc
0            9  subtrain    9.939831  0.338491
   step_number    set_name  loss_value       auc
0            9  validation   10.452284  0.346992
   step_number  set_name  loss_value       auc
0           10  subtrain    9.938475  0.338538
   step_number    set_name  loss_value       auc
0           10  validation   10.450868  0.347036
   step_number  set_name  loss_value       auc
0           11  subtrain    9.937119  0.338593
   step_number    set_name  loss_value       auc
0           11  validation   10.449453  0.347083
   step_number  set_name  loss_value       auc
0           12  subtrain    9.935763  0.338644
   step_number    set_name  loss_value       auc
0           12  validation   10.448039  0.347132
   step_number  set_name  loss_value       auc
0           13  subtrain    9.934408  0.338683
   step_number    set_name  loss_value       auc
0           13  validation   10.446624  0.347179
   step_number  set_name  loss_value       auc
0           14  subtrain    9.933056  0.338729
   step_number    set_name  loss_value       auc
0           14  validation   10.445212  0.347234
   step_number  set_name  loss_value       auc
0           15  subtrain    9.931701  0.338774
   step_number    set_name  loss_value       auc
0           15  validation     10.4438  0.347277
   step_number  set_name  loss_value       auc
0           16  subtrain    9.930348  0.338822
   step_number    set_name  loss_value       auc
0           16  validation   10.442386  0.347326
   step_number  set_name  loss_value       auc
0           17  subtrain    9.928994  0.338864
   step_number    set_name  loss_value       auc
0           17  validation   10.440975  0.347369
   step_number  set_name  loss_value       auc
0           18  subtrain    9.927643  0.338914
   step_number    set_name  loss_value      auc
0           18  validation   10.439564  0.34742
   step_number  set_name  loss_value       auc
0           19  subtrain    9.926291  0.338961
   step_number    set_name  loss_value       auc
0           19  validation   10.438153  0.347472
   step_number  set_name  loss_value       auc
0           20  subtrain     9.92494  0.339007
   step_number    set_name  loss_value       auc
0           20  validation   10.436744  0.347526
   step_number  set_name  loss_value       auc
0           21  subtrain    9.923589  0.339048
   step_number    set_name  loss_value       auc
0           21  validation   10.435332  0.347583
   step_number  set_name  loss_value       auc
0           22  subtrain    9.922238  0.339089
   step_number    set_name  loss_value      auc
0           22  validation   10.433925  0.34763
   step_number  set_name  loss_value       auc
0           23  subtrain     9.92089  0.339126
   step_number    set_name  loss_value       auc
0           23  validation   10.432516  0.347673
   step_number  set_name  loss_value       auc
0           24  subtrain    9.919539  0.339168
   step_number    set_name  loss_value       auc
0           24  validation   10.431107  0.347717
   step_number  set_name  loss_value       auc
0           25  subtrain     9.91819  0.339212
   step_number    set_name  loss_value       auc
0           25  validation   10.429698  0.347768
   step_number  set_name  loss_value       auc
0           26  subtrain    9.916841  0.339253
   step_number    set_name  loss_value       auc
0           26  validation    10.42829  0.347806
   step_number  set_name  loss_value       auc
0           27  subtrain    9.915491  0.339299
   step_number    set_name  loss_value       auc
0           27  validation   10.426884  0.347852
   step_number  set_name  loss_value       auc
0           28  subtrain    9.914145  0.339342
   step_number    set_name  loss_value       auc
0           28  validation   10.425477  0.347902
   step_number  set_name  loss_value      auc
0           29  subtrain    9.912799  0.33939
   step_number    set_name  loss_value       auc
0           29  validation   10.424072  0.347952
   step_number  set_name  loss_value       auc
0           30  subtrain    9.911452  0.339438
   step_number    set_name  loss_value       auc
0           30  validation   10.422668  0.347999
   step_number  set_name  loss_value       auc
0           31  subtrain    9.910107  0.339485
   step_number    set_name  loss_value       auc
0           31  validation   10.421264  0.348034
   step_number  set_name  loss_value       auc
0           32  subtrain     9.90876  0.339541
   step_number    set_name  loss_value       auc
0           32  validation   10.419859  0.348079
   step_number  set_name  loss_value       auc
0           33  subtrain    9.907415  0.339584
   step_number    set_name  loss_value       auc
0           33  validation   10.418455  0.348128
   step_number  set_name  loss_value       auc
0           34  subtrain    9.906071  0.339622
   step_number    set_name  loss_value       auc
0           34  validation   10.417053  0.348179
   step_number  set_name  loss_value      auc
0           35  subtrain    9.904725  0.33967
   step_number    set_name  loss_value       auc
0           35  validation   10.415649  0.348231
   step_number  set_name  loss_value      auc
0           36  subtrain    9.903383  0.33972
   step_number    set_name  loss_value       auc
0           36  validation   10.414248  0.348279
   step_number  set_name  loss_value       auc
0           37  subtrain     9.90204  0.339762
   step_number    set_name  loss_value      auc
0           37  validation   10.412847  0.34833
   step_number  set_name  loss_value       auc
0           38  subtrain    9.900696  0.339808
   step_number    set_name  loss_value       auc
0           38  validation   10.411446  0.348371
   step_number  set_name  loss_value       auc
0           39  subtrain    9.899355  0.339862
   step_number    set_name  loss_value       auc
0           39  validation   10.410046  0.348417
   step_number  set_name  loss_value       auc
0           40  subtrain    9.898012  0.339914
   step_number    set_name  loss_value       auc
0           40  validation   10.408645  0.348473
   step_number  set_name  loss_value       auc
0           41  subtrain     9.89667  0.339966
   step_number    set_name  loss_value       auc
0           41  validation   10.407244  0.348522
   step_number  set_name  loss_value       auc
0           42  subtrain    9.895329  0.340009
   step_number    set_name  loss_value       auc
0           42  validation   10.405846  0.348568
   step_number  set_name  loss_value       auc
0           43  subtrain    9.893989  0.340049
   step_number    set_name  loss_value       auc
0           43  validation   10.404449  0.348616
   step_number  set_name  loss_value       auc
0           44  subtrain    9.892649  0.340084
   step_number    set_name  loss_value       auc
0           44  validation   10.403049  0.348658
   step_number  set_name  loss_value      auc
0           45  subtrain    9.891308  0.34012
   step_number    set_name  loss_value       auc
0           45  validation   10.401652  0.348704
   step_number  set_name  loss_value       auc
0           46  subtrain    9.889971  0.340167
   step_number    set_name  loss_value       auc
0           46  validation   10.400255  0.348749
   step_number  set_name  loss_value       auc
0           47  subtrain    9.888631  0.340205
   step_number    set_name  loss_value       auc
0           47  validation   10.398859  0.348803
   step_number  set_name  loss_value       auc
0           48  subtrain    9.887293  0.340244
   step_number    set_name  loss_value       auc
0           48  validation   10.397463  0.348849
   step_number  set_name  loss_value       auc
0           49  subtrain    9.885956  0.340288
   step_number    set_name  loss_value       auc
0           49  validation   10.396067  0.348903
   step_number  set_name  loss_value       auc
0           50  subtrain    9.884619  0.340339
   step_number    set_name  loss_value       auc
0           50  validation   10.394672  0.348952
   step_number  set_name  loss_value       auc
0           51  subtrain    9.883282  0.340386
   step_number    set_name  loss_value       auc
0           51  validation   10.393279  0.348995
   step_number  set_name  loss_value      auc
0           52  subtrain    9.881946  0.34044
   step_number    set_name  loss_value       auc
0           52  validation   10.391885  0.349045
   step_number  set_name  loss_value       auc
0           53  subtrain    9.880609  0.340489
   step_number    set_name  loss_value       auc
0           53  validation   10.390489  0.349092
   step_number  set_name  loss_value       auc
0           54  subtrain    9.879273  0.340525
   step_number    set_name  loss_value      auc
0           54  validation   10.389098  0.34914
   step_number  set_name  loss_value      auc
0           55  subtrain     9.87794  0.34058
   step_number    set_name  loss_value     auc
0           55  validation   10.387705  0.3492
   step_number  set_name  loss_value      auc
0           56  subtrain    9.876605  0.34062
   step_number    set_name  loss_value       auc
0           56  validation   10.386313  0.349249
   step_number  set_name  loss_value       auc
0           57  subtrain     9.87527  0.340665
   step_number    set_name  loss_value       auc
0           57  validation   10.384921  0.349303
   step_number  set_name  loss_value       auc
0           58  subtrain    9.873937  0.340715
   step_number    set_name  loss_value       auc
0           58  validation    10.38353  0.349351
   step_number  set_name  loss_value       auc
0           59  subtrain    9.872604  0.340757
   step_number    set_name  loss_value       auc
0           59  validation    10.38214  0.349397
   step_number  set_name  loss_value       auc
0           60  subtrain    9.871272  0.340803
   step_number    set_name  loss_value       auc
0           60  validation    10.38075  0.349439
   step_number  set_name  loss_value       auc
0           61  subtrain    9.869939  0.340847
   step_number    set_name  loss_value      auc
0           61  validation    10.37936  0.34948
   step_number  set_name  loss_value       auc
0           62  subtrain    9.868607  0.340888
   step_number    set_name  loss_value      auc
0           62  validation   10.377969  0.34953
   step_number  set_name  loss_value       auc
0           63  subtrain    9.867275  0.340937
   step_number    set_name  loss_value       auc
0           63  validation   10.376581  0.349578
   step_number  set_name  loss_value       auc
0           64  subtrain    9.865945  0.340975
   step_number    set_name  loss_value       auc
0           64  validation   10.375195  0.349629
   step_number  set_name  loss_value       auc
0           65  subtrain    9.864614  0.341032
   step_number    set_name  loss_value       auc
0           65  validation   10.373805  0.349679
   step_number  set_name  loss_value       auc
0           66  subtrain    9.863283  0.341078
   step_number    set_name  loss_value       auc
0           66  validation   10.372418  0.349724
   step_number  set_name  loss_value       auc
0           67  subtrain    9.861955  0.341127
   step_number    set_name  loss_value       auc
0           67  validation   10.371032  0.349762
   step_number  set_name  loss_value       auc
0           68  subtrain    9.860626  0.341169
   step_number    set_name  loss_value       auc
0           68  validation   10.369646  0.349816
   step_number  set_name  loss_value      auc
0           69  subtrain    9.859298  0.34121
   step_number    set_name  loss_value       auc
0           69  validation   10.368261  0.349872
   step_number  set_name  loss_value       auc
0           70  subtrain     9.85797  0.341259
   step_number    set_name  loss_value      auc
0           70  validation   10.366878  0.34992
   step_number  set_name  loss_value       auc
0           71  subtrain    9.856643  0.341306
   step_number    set_name  loss_value      auc
0           71  validation   10.365493  0.34997
   step_number  set_name  loss_value       auc
0           72  subtrain    9.855316  0.341348
   step_number    set_name  loss_value       auc
0           72  validation   10.364109  0.350017
   step_number  set_name  loss_value       auc
0           73  subtrain     9.85399  0.341387
   step_number    set_name  loss_value       auc
0           73  validation   10.362725  0.350071
   step_number  set_name  loss_value      auc
0           74  subtrain    9.852663  0.34144
   step_number    set_name  loss_value       auc
0           74  validation   10.361343  0.350115
   step_number  set_name  loss_value       auc
0           75  subtrain    9.851337  0.341479
   step_number    set_name  loss_value       auc
0           75  validation    10.35996  0.350164
   step_number  set_name  loss_value       auc
0           76  subtrain    9.850012  0.341522
   step_number    set_name  loss_value       auc
0           76  validation   10.358578  0.350215
   step_number  set_name  loss_value       auc
0           77  subtrain    9.848688  0.341565
   step_number    set_name  loss_value       auc
0           77  validation   10.357198  0.350261
   step_number  set_name  loss_value       auc
0           78  subtrain    9.847364  0.341607
   step_number    set_name  loss_value       auc
0           78  validation   10.355815  0.350309
   step_number  set_name  loss_value       auc
0           79  subtrain    9.846042  0.341658
   step_number    set_name  loss_value       auc
0           79  validation   10.354436  0.350359
   step_number  set_name  loss_value       auc
0           80  subtrain    9.844719  0.341701
   step_number    set_name  loss_value       auc
0           80  validation   10.353057  0.350402
   step_number  set_name  loss_value       auc
0           81  subtrain    9.843394  0.341745
   step_number    set_name  loss_value       auc
0           81  validation   10.351677  0.350462
   step_number  set_name  loss_value       auc
0           82  subtrain    9.842074  0.341796
   step_number    set_name  loss_value       auc
0           82  validation     10.3503  0.350515
   step_number  set_name  loss_value      auc
0           83  subtrain    9.840752  0.34185
   step_number    set_name  loss_value       auc
0           83  validation   10.348922  0.350559
   step_number  set_name  loss_value       auc
0           84  subtrain    9.839431  0.341894
   step_number    set_name  loss_value     auc
0           84  validation   10.347544  0.3506
   step_number  set_name  loss_value       auc
0           85  subtrain     9.83811  0.341943
   step_number    set_name  loss_value       auc
0           85  validation   10.346168  0.350658
   step_number  set_name  loss_value       auc
0           86  subtrain     9.83679  0.341998
   step_number    set_name  loss_value       auc
0           86  validation    10.34479  0.350711
   step_number  set_name  loss_value       auc
0           87  subtrain    9.835468  0.342047
   step_number    set_name  loss_value      auc
0           87  validation   10.343414  0.35076
   step_number  set_name  loss_value       auc
0           88  subtrain     9.83415  0.342088
   step_number    set_name  loss_value       auc
0           88  validation   10.342038  0.350804
   step_number  set_name  loss_value       auc
0           89  subtrain    9.832832  0.342134
   step_number    set_name  loss_value       auc
0           89  validation   10.340664  0.350848
   step_number  set_name  loss_value       auc
0           90  subtrain    9.831513  0.342163
   step_number    set_name  loss_value       auc
0           90  validation   10.339289  0.350897
   step_number  set_name  loss_value       auc
0           91  subtrain    9.830195  0.342208
   step_number    set_name  loss_value       auc
0           91  validation   10.337914  0.350937
   step_number  set_name  loss_value       auc
0           92  subtrain    9.828877  0.342264
   step_number    set_name  loss_value       auc
0           92  validation    10.33654  0.350994
   step_number  set_name  loss_value       auc
0           93  subtrain    9.827561  0.342313
   step_number    set_name  loss_value       auc
0           93  validation    10.33517  0.351033
   step_number  set_name  loss_value       auc
0           94  subtrain    9.826244  0.342359
   step_number    set_name  loss_value       auc
0           94  validation   10.333797  0.351086
   step_number  set_name  loss_value       auc
0           95  subtrain    9.824928  0.342401
   step_number    set_name  loss_value       auc
0           95  validation   10.332424  0.351138
   step_number  set_name  loss_value       auc
0           96  subtrain    9.823612  0.342436
   step_number    set_name  loss_value       auc
0           96  validation   10.331053  0.351192
   step_number  set_name  loss_value       auc
0           97  subtrain    9.822298  0.342477
   step_number    set_name  loss_value       auc
0           97  validation   10.329682  0.351252
   step_number  set_name  loss_value       auc
0           98  subtrain    9.820983  0.342517
   step_number    set_name  loss_value       auc
0           98  validation   10.328313  0.351304
   step_number  set_name  loss_value       auc
0           99  subtrain    9.819669  0.342562
   step_number    set_name  loss_value       auc
0           99  validation   10.326941  0.351349
   step_number  set_name  loss_value       auc
0          100  subtrain    9.818357  0.342616
   step_number    set_name  loss_value       auc
0          100  validation   10.325573  0.351396
   step_number  set_name  loss_value       auc
0          101  subtrain    9.817043  0.342658
   step_number    set_name  loss_value       auc
0          101  validation   10.324203  0.351448
   step_number  set_name  loss_value       auc
0          102  subtrain    9.815729  0.342709
   step_number    set_name  loss_value     auc
0          102  validation   10.322836  0.3515
   step_number  set_name  loss_value       auc
0          103  subtrain    9.814417  0.342752
   step_number    set_name  loss_value       auc
0          103  validation   10.321467  0.351556
   step_number  set_name  loss_value       auc
0          104  subtrain    9.813105  0.342792
   step_number    set_name  loss_value       auc
0          104  validation   10.320099  0.351602
   step_number  set_name  loss_value       auc
0          105  subtrain    9.811793  0.342839
   step_number    set_name  loss_value      auc
0          105  validation   10.318733  0.35165
   step_number  set_name  loss_value       auc
0          106  subtrain    9.810482  0.342885
   step_number    set_name  loss_value       auc
0          106  validation   10.317366  0.351706
   step_number  set_name  loss_value       auc
0          107  subtrain    9.809173  0.342924
   step_number    set_name  loss_value       auc
0          107  validation   10.316001  0.351756
   step_number  set_name  loss_value      auc
0          108  subtrain    9.807862  0.34297
   step_number    set_name  loss_value       auc
0          108  validation   10.314635  0.351798
   step_number  set_name  loss_value       auc
0          109  subtrain    9.806553  0.343016
   step_number    set_name  loss_value       auc
0          109  validation    10.31327  0.351842
   step_number  set_name  loss_value       auc
0          110  subtrain    9.805243  0.343053
   step_number    set_name  loss_value       auc
0          110  validation   10.311904  0.351886
   step_number  set_name  loss_value       auc
0          111  subtrain    9.803934  0.343101
   step_number    set_name  loss_value      auc
0          111  validation    10.31054  0.35194
   step_number  set_name  loss_value       auc
0          112  subtrain    9.802627  0.343153
   step_number    set_name  loss_value       auc
0          112  validation   10.309177  0.351984
   step_number  set_name  loss_value       auc
0          113  subtrain    9.801318  0.343203
   step_number    set_name  loss_value       auc
0          113  validation   10.307814  0.352029
   step_number  set_name  loss_value       auc
0          114  subtrain    9.800011  0.343253
   step_number    set_name  loss_value       auc
0          114  validation   10.306452  0.352069
   step_number  set_name  loss_value       auc
0          115  subtrain    9.798705  0.343307
   step_number    set_name  loss_value       auc
0          115  validation    10.30509  0.352117
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0         1985  validation    8.492329  0.449347
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0         1986  subtrain    8.038922  0.439888
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0         1986  validation    8.491658  0.449402
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0         1987  validation    8.490987  0.449455
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0         1988  subtrain     8.03763  0.439994
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0         1988  validation    8.490317  0.449515
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0         1989  subtrain    8.036986  0.440051
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0         1989  validation    8.489647  0.44957
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0         1990  subtrain    8.036339  0.440109
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0         1990  validation    8.488976  0.44963
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0         1991  subtrain    8.035695  0.440162
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0         1991  validation    8.488307  0.449682
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0         1992  subtrain     8.03505  0.44022
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0         1992  validation    8.487638  0.449741
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0         1993  subtrain    8.034405  0.440268
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0         1993  validation    8.486967  0.449791
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0         1994  subtrain    8.033761  0.440314
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0         1994  validation      8.4863  0.449844
   step_number  set_name  loss_value       auc
0         1995  subtrain    8.033117  0.440368
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0         1995  validation    8.485631  0.449885
   step_number  set_name  loss_value       auc
0         1996  subtrain    8.032474  0.440416
   step_number    set_name  loss_value       auc
0         1996  validation    8.484962  0.449936
   step_number  set_name  loss_value       auc
0         1997  subtrain    8.031831  0.440468
   step_number    set_name  loss_value      auc
0         1997  validation    8.484295  0.44999
   step_number  set_name  loss_value       auc
0         1998  subtrain    8.031187  0.440524
   step_number    set_name  loss_value       auc
0         1998  validation    8.483626  0.450045
   step_number  set_name  loss_value       auc
0         1999  subtrain    8.030545  0.440577
   step_number    set_name  loss_value       auc
0         1999  validation     8.48296  0.450095
   step_number  set_name  loss_value      auc
0         2000  subtrain    8.029902  0.44063
   step_number    set_name  loss_value       auc
0         2000  validation    8.482291  0.450144
   step_number  set_name  loss_value       auc
0         2001  subtrain     8.02926  0.440687
   step_number    set_name  loss_value       auc
0         2001  validation    8.481623  0.450207
   step_number  set_name  loss_value       auc
0         2002  subtrain    8.028617  0.440746
   step_number    set_name  loss_value       auc
0         2002  validation    8.480957  0.450258
   step_number  set_name  loss_value       auc
0         2003  subtrain    8.027975  0.440802
   step_number    set_name  loss_value       auc
0         2003  validation     8.48029  0.450311
   step_number  set_name  loss_value       auc
0         2004  subtrain    8.027332  0.440853
   step_number    set_name  loss_value       auc
0         2004  validation    8.479623  0.450372
   step_number  set_name  loss_value       auc
0         2005  subtrain    8.026691  0.440911
   step_number    set_name  loss_value       auc
0         2005  validation    8.478957  0.450424
   step_number  set_name  loss_value       auc
0         2006  subtrain     8.02605  0.440963
   step_number    set_name  loss_value       auc
0         2006  validation    8.478292  0.450474
   step_number  set_name  loss_value       auc
0         2007  subtrain     8.02541  0.441015
   step_number    set_name  loss_value      auc
0         2007  validation    8.477625  0.45053
   step_number  set_name  loss_value       auc
0         2008  subtrain    8.024768  0.441064
   step_number    set_name  loss_value       auc
0         2008  validation     8.47696  0.450579
   step_number  set_name  loss_value       auc
0         2009  subtrain    8.024128  0.441112
   step_number    set_name  loss_value       auc
0         2009  validation    8.476295  0.450629
   step_number  set_name  loss_value       auc
0         2010  subtrain    8.023487  0.441168
   step_number    set_name  loss_value       auc
0         2010  validation    8.475629  0.450672
   step_number  set_name  loss_value       auc
0         2011  subtrain    8.022846  0.441224
   step_number    set_name  loss_value       auc
0         2011  validation    8.474964  0.450726
   step_number  set_name  loss_value       auc
0         2012  subtrain    8.022207  0.441287
   step_number    set_name  loss_value       auc
0         2012  validation      8.4743  0.450779
   step_number  set_name  loss_value       auc
0         2013  subtrain    8.021566  0.441335
   step_number    set_name  loss_value       auc
0         2013  validation    8.473636  0.450828
   step_number  set_name  loss_value       auc
0         2014  subtrain    8.020926  0.441396
   step_number    set_name  loss_value      auc
0         2014  validation     8.47297  0.45088
   step_number  set_name  loss_value       auc
0         2015  subtrain    8.020287  0.441448
   step_number    set_name  loss_value       auc
0         2015  validation    8.472306  0.450924
   step_number  set_name  loss_value       auc
0         2016  subtrain    8.019649  0.441497
   step_number    set_name  loss_value       auc
0         2016  validation    8.471643  0.450978
   step_number  set_name  loss_value       auc
0         2017  subtrain    8.019011  0.441551
   step_number    set_name  loss_value       auc
0         2017  validation     8.47098  0.451029
   step_number  set_name  loss_value       auc
0         2018  subtrain    8.018372  0.441612
   step_number    set_name  loss_value       auc
0         2018  validation    8.470317  0.451087
   step_number  set_name  loss_value       auc
0         2019  subtrain    8.017733  0.441664
   step_number    set_name  loss_value       auc
0         2019  validation    8.469654  0.451136
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0         2020  validation    8.468991  0.451189
   step_number  set_name  loss_value       auc
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0         2021  validation    8.468328  0.451254
   step_number  set_name  loss_value       auc
0         2022  subtrain    8.015819  0.441824
   step_number    set_name  loss_value       auc
0         2022  validation    8.467667  0.451304
   step_number  set_name  loss_value       auc
0         2023  subtrain    8.015182  0.441878
   step_number    set_name  loss_value       auc
0         2023  validation    8.467003  0.451355
   step_number  set_name  loss_value       auc
0         2024  subtrain    8.014544  0.441923
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0         2024  validation    8.466341  0.451399
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0         2025  subtrain    8.013907  0.441987
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0         2025  validation     8.46568  0.451458
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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         5711  validation    7.052492  0.598104
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0         5712  validation    7.052259  0.59813
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0         5713  validation    7.052029  0.598153
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0         5714  validation    7.051796  0.598181
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0         5716  validation    7.051334  0.598242
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0         5717  validation    7.051102  0.598274
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0         5718  validation    7.050871  0.598302
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0         5719  validation     7.05064  0.598326
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0         5720  validation    7.050408  0.59836
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0         5721  validation    7.050178  0.598392
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0         5722  subtrain    6.649241  0.589783
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0         5722  validation    7.049945  0.598422
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0         5723  validation    7.049715  0.598454
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0         5724  subtrain    6.648801  0.589841
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0         5724  validation    7.049484  0.598477
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0         5725  validation    7.049253  0.598505
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0         5727  validation     7.04879  0.598569
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0         5729  validation    7.048328  0.598627
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0         5730  validation    7.048097  0.59866
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0         5731  validation    7.047867  0.598691
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0         5733  validation    7.047404  0.59875
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0         5734  validation    7.047174  0.598779
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0         5742  validation    7.045329  0.598999
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0         5747  validation    7.044178  0.599135
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0         5749  validation    7.043715  0.59919
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0         5750  validation    7.043487  0.599225
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0         5751  validation    7.043255  0.599255
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0         8182  validation      6.5743  0.656659
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0         8183  validation    6.574136  0.656674
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0         8184  validation    6.573975  0.656692
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0         8185  validation    6.573812  0.656708
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0         8188  validation    6.573323  0.656768
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0         8189  subtrain    6.196208  0.647354
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0         8189  validation    6.573161  0.656788
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0         8191  validation    6.572834  0.656829
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0         8193  validation    6.572509  0.656866
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0         8194  subtrain    6.195437  0.647456
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0         8194  validation    6.572349  0.656884
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0         8195  validation    6.572186  0.656905
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0         8197  validation    6.571861  0.656953
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0         8198  validation    6.571699  0.656972
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0         8205  validation    6.570562  0.657103
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0         8207  validation    6.570239  0.657138
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0         8208  validation    6.570078  0.657163
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0         8212  validation    6.569429  0.657239
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0         8213  validation    6.569266  0.657261
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0         8214  subtrain     6.19236  0.64784
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0         8214  validation    6.569105  0.657277
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0         8215  subtrain    6.192205  0.647855
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0         8215  validation    6.568942  0.657289
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0         8216  subtrain    6.192051  0.647872
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0         8216  validation    6.568779  0.657314
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0         8217  subtrain    6.191898  0.647887
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0         8217  validation    6.568618  0.657332
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0         8218  validation    6.568456  0.657347
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0         8219  subtrain    6.191591  0.647919
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0         8219  validation    6.568295  0.657366
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0         8220  subtrain    6.191437  0.647936
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0         8220  validation    6.568132  0.657385
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0         8221  validation    6.567971  0.657405
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0         8222  subtrain    6.191129  0.647982
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0         8222  validation    6.567809  0.65742
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0         8223  subtrain    6.190978  0.648004
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0         8223  validation    6.567647  0.657442
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0         8224  subtrain    6.190824  0.648024
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0         8224  validation    6.567484  0.65746
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0         8225  validation    6.567323  0.65748
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0         8226  validation    6.567161  0.657499
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0         8227  validation    6.566999  0.657519
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0         8228  validation    6.566837  0.657536
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0         8229  subtrain    6.190056  0.648106
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0         8229  validation    6.566677  0.657553
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0         8231  subtrain     6.18975  0.648146
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0         8233  validation     6.56603  0.65762
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0         8234  validation    6.565869  0.65764
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0         8235  validation    6.565706  0.65766
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0         8237  validation    6.565384  0.657698
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0         8240  validation    6.564898  0.657753
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0         8904  subtrain    6.090885  0.660401
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0         8904  validation    6.462012  0.669989
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0         8905  validation    6.461864  0.670003
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0         8914  validation    6.460527  0.670161
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0         8917  validation    6.460081  0.670215
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0         8918  validation    6.459933  0.670231
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0         8922  validation    6.459338  0.670304
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0         8923  validation    6.459189  0.670326
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0         8924  validation     6.45904  0.670344
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0         8925  validation    6.458892  0.670366
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0        10730  validation    6.216798  0.698153
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0        10731  validation    6.216675  0.698164
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0        10732  validation    6.216555  0.698176
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0        10733  validation    6.216434  0.698192
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0        10752  validation     6.21413  0.698449
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0        10756  validation    6.213646  0.698504
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0        10787  validation    6.209897  0.698899
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   step_number    set_name  loss_value       auc
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0        10913  validation    6.194782  0.700609
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0        10914  validation    6.194663  0.700624
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0        10915  subtrain    5.839259  0.690799
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0        10915  validation    6.194544  0.700642
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0        10916  subtrain    5.839148  0.690812
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0        10916  validation    6.194425  0.700656
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0        10917  subtrain    5.839037  0.690824
   step_number    set_name  loss_value      auc
0        10917  validation    6.194306  0.70067
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0        10918  subtrain    5.838925  0.690834
   step_number    set_name  loss_value       auc
0        10918  validation    6.194186  0.700684
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0        10919  subtrain    5.838815  0.690844
   step_number    set_name  loss_value       auc
0        10919  validation    6.194068  0.700697
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0        10920  subtrain    5.838704  0.690859
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0        10920  validation    6.193948  0.700712
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   step_number  set_name  loss_value       auc
0        10922  subtrain    5.838481  0.690888
   step_number    set_name  loss_value       auc
0        10922  validation     6.19371  0.700738
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0        10923  subtrain    5.838369  0.690899
   step_number    set_name  loss_value       auc
0        10923  validation     6.19359  0.700754
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0        10924  subtrain    5.838258  0.690916
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0        10924  validation     6.19347  0.700768
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0        10925  subtrain    5.838149  0.690924
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0        10925  validation    6.193353  0.70078
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0        10926  subtrain    5.838037  0.690936
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0        10926  validation    6.193233  0.700792
   step_number  set_name  loss_value       auc
0        10927  subtrain    5.837926  0.690955
   step_number    set_name  loss_value       auc
0        10927  validation    6.193115  0.700803
   step_number  set_name  loss_value      auc
0        10928  subtrain    5.837815  0.69097
   step_number    set_name  loss_value       auc
0        10928  validation    6.192996  0.700819
   step_number  set_name  loss_value       auc
0        10929  subtrain    5.837704  0.690988
   step_number    set_name  loss_value       auc
0        10929  validation    6.192876  0.700833
   step_number  set_name  loss_value    auc
0        10930  subtrain    5.837593  0.691
   step_number    set_name  loss_value       auc
0        10930  validation    6.192758  0.700844
   step_number  set_name  loss_value       auc
0        10931  subtrain    5.837481  0.691018
   step_number    set_name  loss_value       auc
0        10931  validation    6.192639  0.700854
   step_number  set_name  loss_value       auc
0        10932  subtrain    5.837371  0.691034
   step_number    set_name  loss_value       auc
0        10932  validation     6.19252  0.700867
   step_number  set_name  loss_value       auc
0        10933  subtrain    5.837261  0.691051
   step_number    set_name  loss_value       auc
0        10933  validation    6.192401  0.700882
   step_number  set_name  loss_value       auc
0        10934  subtrain    5.837149  0.691062
   step_number    set_name  loss_value       auc
0        10934  validation    6.192282  0.700893
   step_number  set_name  loss_value       auc
0        10935  subtrain    5.837038  0.691075
   step_number    set_name  loss_value       auc
0        10935  validation    6.192163  0.700904
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0        10936  subtrain    5.836927  0.691086
   step_number    set_name  loss_value       auc
0        10936  validation    6.192044  0.700916
   step_number  set_name  loss_value       auc
0        10937  subtrain    5.836817  0.691104
   step_number    set_name  loss_value       auc
0        10937  validation    6.191926  0.700929
   step_number  set_name  loss_value       auc
0        10938  subtrain    5.836706  0.691115
   step_number    set_name  loss_value       auc
0        10938  validation    6.191806  0.700944
   step_number  set_name  loss_value       auc
0        10939  subtrain    5.836595  0.691125
   step_number    set_name  loss_value       auc
0        10939  validation    6.191688  0.700959
   step_number  set_name  loss_value       auc
0        10940  subtrain    5.836483  0.691139
   step_number    set_name  loss_value       auc
0        10940  validation    6.191568  0.700971
   step_number  set_name  loss_value       auc
0        10941  subtrain    5.836373  0.691153
   step_number    set_name  loss_value       auc
0        10941  validation     6.19145  0.700983
   step_number  set_name  loss_value       auc
0        10942  subtrain    5.836262  0.691166
   step_number    set_name  loss_value       auc
0        10942  validation     6.19133  0.700999
   step_number  set_name  loss_value       auc
0        10943  subtrain    5.836152  0.691183
   step_number    set_name  loss_value       auc
0        10943  validation    6.191213  0.701015
   step_number  set_name  loss_value     auc
0        10944  subtrain     5.83604  0.6912
   step_number    set_name  loss_value      auc
0        10944  validation    6.191093  0.70103
   step_number  set_name  loss_value       auc
0        10945  subtrain     5.83593  0.691205
   step_number    set_name  loss_value       auc
0        10945  validation    6.190975  0.701041
   step_number  set_name  loss_value       auc
0        10946  subtrain    5.835817  0.691216
   step_number    set_name  loss_value       auc
0        10946  validation    6.190855  0.701053
   step_number  set_name  loss_value       auc
0        10947  subtrain    5.835708  0.691233
   step_number    set_name  loss_value       auc
0        10947  validation    6.190737  0.701067
   step_number  set_name  loss_value       auc
0        10948  subtrain    5.835597  0.691244
   step_number    set_name  loss_value       auc
0        10948  validation    6.190618  0.701076
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0        10949  subtrain    5.835486  0.691257
   step_number    set_name  loss_value       auc
0        10949  validation    6.190499  0.701093
   step_number  set_name  loss_value      auc
0        10950  subtrain    5.835376  0.69127
   step_number    set_name  loss_value       auc
0        10950  validation    6.190381  0.701109
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0        10951  subtrain    5.835265  0.691282
   step_number    set_name  loss_value       auc
0        10951  validation    6.190262  0.701121
   step_number  set_name  loss_value       auc
0        10952  subtrain    5.835155  0.691296
   step_number    set_name  loss_value       auc
0        10952  validation    6.190143  0.701132
   step_number  set_name  loss_value      auc
0        10953  subtrain    5.835043  0.69131
   step_number    set_name  loss_value       auc
0        10953  validation    6.190024  0.701144
   step_number  set_name  loss_value      auc
0        10954  subtrain    5.834933  0.69132
   step_number    set_name  loss_value       auc
0        10954  validation    6.189906  0.701158
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0        10955  subtrain    5.834822  0.691331
   step_number    set_name  loss_value       auc
0        10955  validation    6.189787  0.701173
   step_number  set_name  loss_value      auc
0        10956  subtrain    5.834712  0.69134
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0        10956  validation    6.189668  0.701186
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0        10957  subtrain      5.8346  0.691357
   step_number    set_name  loss_value       auc
0        10957  validation    6.189549  0.701198
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0        10958  subtrain     5.83449  0.691367
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0        10958  validation    6.189431  0.701212
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0        10959  subtrain    5.834379  0.691382
   step_number    set_name  loss_value       auc
0        10959  validation    6.189312  0.701222
   step_number  set_name  loss_value       auc
0        10960  subtrain    5.834269  0.691393
   step_number    set_name  loss_value       auc
0        10960  validation    6.189195  0.701234
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0        10961  subtrain    5.834158  0.691404
   step_number    set_name  loss_value       auc
0        10961  validation    6.189075  0.701249
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0        10962  subtrain    5.834047  0.691421
   step_number    set_name  loss_value      auc
0        10962  validation    6.188957  0.70126
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0        10963  subtrain    5.833937  0.691437
   step_number    set_name  loss_value       auc
0        10963  validation    6.188838  0.701272
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0        10964  subtrain    5.833827  0.691448
   step_number    set_name  loss_value       auc
0        10964  validation     6.18872  0.701286
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0        10965  subtrain    5.833715  0.69146
   step_number    set_name  loss_value       auc
0        10965  validation    6.188601  0.701299
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0        10966  subtrain    5.833605  0.691476
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0        10966  validation    6.188482  0.701315
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0        10967  subtrain    5.833495  0.691489
   step_number    set_name  loss_value       auc
0        10967  validation    6.188365  0.701327
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0        10968  subtrain    5.833385  0.691501
   step_number    set_name  loss_value       auc
0        10968  validation    6.188246  0.701336
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0        10969  subtrain    5.833274  0.691513
   step_number    set_name  loss_value      auc
0        10969  validation    6.188128  0.70135
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0        10970  subtrain    5.833164  0.691526
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0        10970  validation    6.188009  0.701364
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0        10971  subtrain    5.833052  0.691541
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0        10971  validation     6.18789  0.701377
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0        10972  subtrain    5.832942  0.691557
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0        10972  validation    6.187773  0.701391
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0        10973  subtrain     5.83283  0.691571
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0        10973  validation    6.187652  0.7014
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0        10974  subtrain    5.832721  0.691584
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0        10974  validation    6.187534  0.701414
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0        10975  subtrain    5.832611  0.691598
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0        10975  validation    6.187417  0.701429
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0        10976  subtrain    5.832502  0.691613
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0        10976  validation    6.187299  0.701441
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0        10977  subtrain    5.832389  0.691622
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0        10977  validation    6.187179  0.701457
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0        10978  subtrain    5.832278  0.691638
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0        10978  validation     6.18706  0.701476
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0        10979  subtrain    5.832169  0.691653
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0        10979  validation    6.186942  0.701485
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0        10980  subtrain    5.832058  0.69167
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0        10980  validation    6.186823  0.7015
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0        10981  subtrain    5.831949  0.691683
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0        10981  validation    6.186706  0.701518
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0        10982  subtrain    5.831838  0.691696
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0        10982  validation    6.186588  0.701534
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0        10983  subtrain    5.831728  0.691709
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0        10983  validation     6.18647  0.701546
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0        10984  subtrain    5.831616  0.691727
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0        10984  validation    6.186351  0.701562
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0        10985  subtrain    5.831507  0.691742
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0        10985  validation    6.186233  0.701571
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0        10986  subtrain    5.831396  0.691757
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0        10986  validation    6.186114  0.701582
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0        10987  subtrain    5.831286  0.691769
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0        10987  validation    6.185996  0.701595
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0        10988  subtrain    5.831177  0.691781
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0        10988  validation    6.185878  0.701608
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0        10989  subtrain    5.831067  0.691794
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0        10989  validation     6.18576  0.70162
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0        10990  subtrain    5.830956  0.691802
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0        10990  validation    6.185641  0.701633
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0        10991  subtrain    5.830845  0.691814
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0        10991  validation    6.185523  0.701648
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0        10992  subtrain    5.830734  0.691826
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0        10992  validation    6.185404  0.701663
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0        10993  subtrain    5.830626  0.691836
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0        10993  validation    6.185287  0.701671
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0        10994  subtrain    5.830515  0.69185
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0        10994  validation    6.185169  0.701688
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0        10995  subtrain    5.830405  0.691862
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0        10995  validation    6.185051  0.701699
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0        10996  subtrain    5.830295  0.691873
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0        10996  validation    6.184932  0.701712
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0        10997  subtrain    5.830185  0.691888
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0        10997  validation    6.184814  0.701724
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0        10998  subtrain    5.830074  0.6919
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0        10998  validation    6.184695  0.701734
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0        10999  subtrain    5.829965  0.691918
   step_number    set_name  loss_value       auc
0        10999  validation    6.184578  0.701755
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0        11000  subtrain    5.829854  0.691932
   step_number    set_name  loss_value      auc
0        11000  validation    6.184459  0.70177
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0        11001  subtrain    5.829744  0.691951
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0        11001  validation    6.184341  0.701789
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0        11002  subtrain    5.829634  0.691971
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0        11002  validation    6.184224  0.701801
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0        11003  subtrain    5.829524  0.691981
   step_number    set_name  loss_value       auc
0        11003  validation    6.184106  0.701816
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0        11004  subtrain    5.829413  0.691993
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0        11004  validation    6.183987  0.701828
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0        11005  subtrain    5.829304  0.692003
   step_number    set_name  loss_value       auc
0        11005  validation    6.183869  0.701843
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0        11006  subtrain    5.829193  0.692011
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0        11006  validation     6.18375  0.701856
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0        11007  subtrain    5.829084  0.692026
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0        11007  validation    6.183634  0.701867
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0        11008  subtrain    5.828974  0.692042
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0        11008  validation    6.183515  0.701877
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0        11009  subtrain    5.828864  0.692051
   step_number    set_name  loss_value       auc
0        11009  validation    6.183397  0.701892
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0        11010  subtrain    5.828754  0.692065
   step_number    set_name  loss_value       auc
0        11010  validation     6.18328  0.701905
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   step_number    set_name  loss_value      auc
0        11011  validation    6.183161  0.70192
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0        11012  validation    6.183044  0.701932
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0        11013  validation    6.182926  0.701945
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0        11014  validation    6.182808  0.701956
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0        11015  subtrain    5.828204  0.692132
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0        11015  validation    6.182689  0.701973
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   step_number    set_name  loss_value       auc
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0        11185  validation    6.162817  0.704176
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0        11187  validation    6.162584  0.704197
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0        11188  validation    6.162468  0.704212
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0        11189  validation    6.162352  0.704223
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0        11190  validation    6.162237  0.704236
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0        11191  validation    6.162121  0.704252
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0        11193  validation    6.161888  0.704278
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0        11212  validation     6.15969  0.704505
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0        11213  validation    6.159575  0.704517
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0        11214  validation    6.159461  0.70453
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0        11293  validation    6.150371  0.705492
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0        11294  validation    6.150256  0.705506
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0        11295  validation    6.150142  0.705521
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0        11296  validation    6.150027  0.705534
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0        11297  validation    6.149911  0.705546
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0        11298  validation    6.149797  0.705557
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0        11299  validation    6.149683  0.705569
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0        11300  validation    6.149569  0.705581
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0        11301  subtrain    5.797258  0.695755
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0        11301  validation    6.149455  0.705592
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0        11302  subtrain    5.797152  0.695769
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0        11302  validation     6.14934  0.705604
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0        11303  validation    6.149226  0.705616
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0        11304  validation     6.14911  0.705629
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0        11305  validation    6.148995  0.70564
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0        11306  validation    6.148881  0.705649
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0        11307  validation    6.148767  0.705661
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0        11308  validation    6.148652  0.705672
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0        11309  subtrain    5.796405  0.695857
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0        11309  validation    6.148537  0.705684
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0        11310  subtrain    5.796299  0.695873
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0        11310  validation    6.148424  0.705696
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0        11311  subtrain    5.796193  0.695888
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0        11311  validation     6.14831  0.705705
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0        11312  validation    6.148194  0.705717
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0        11313  subtrain    5.795979  0.695914
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0        11313  validation    6.148079  0.705729
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0        11314  subtrain    5.795873  0.695928
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0        11314  validation    6.147965  0.705739
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0        11315  validation    6.147851  0.70575
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0        11316  validation    6.147737  0.705764
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0        11317  subtrain    5.795553  0.695959
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0        11317  validation    6.147621  0.705778
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0        11318  subtrain    5.795448  0.695974
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0        11318  validation    6.147508  0.705794
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0        11319  validation    6.147393  0.705806
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0        11320  validation     6.14728  0.705819
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0        11321  subtrain    5.795129  0.696012
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0        11321  validation    6.147165  0.705831
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0        11322  validation     6.14705  0.705844
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0        11323  subtrain    5.794917  0.696034
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0        11323  validation    6.146937  0.705855
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0        11324  validation    6.146822  0.705867
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0        11325  subtrain    5.794703  0.696064
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0        11325  validation    6.146708  0.705881
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0        11326  subtrain    5.794598  0.696075
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0        11326  validation    6.146593  0.705891
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0        11327  validation     6.14648  0.7059
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0        11328  subtrain    5.794385  0.696101
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0        11328  validation    6.146366  0.705912
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0        11329  subtrain    5.794279  0.696116
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0        11329  validation    6.146251  0.705924
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0        11330  subtrain    5.794172  0.696129
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0        11330  validation    6.146136  0.705936
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0        11331  subtrain    5.794066  0.696144
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0        11331  validation    6.146022  0.705947
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0        11332  subtrain    5.793961  0.696156
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0        11332  validation    6.145908  0.705956
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0        11333  subtrain    5.793855  0.696172
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0        11333  validation    6.145794  0.705972
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0        11334  subtrain    5.793747  0.696185
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0        11334  validation    6.145679  0.705987
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0        11335  subtrain    5.793642  0.696195
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0        11335  validation    6.145565  0.705998
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0        11336  subtrain    5.793535  0.696206
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0        11336  validation    6.145452  0.706012
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0        11337  subtrain    5.793428  0.696219
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0        11337  validation    6.145336  0.706024
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0        11338  validation    6.145224  0.706036
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0        11339  validation    6.145108  0.706048
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0        11340  subtrain     5.79311  0.696264
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0        11340  validation    6.144995  0.706061
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0        11341  validation    6.144881  0.706077
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0        11342  validation    6.144766  0.706087
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0        11343  validation    6.144652  0.706102
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0        11344  subtrain    5.792687  0.696318
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0        11344  validation    6.144538  0.70611
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0        11345  validation    6.144424  0.706123
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0        11346  validation     6.14431  0.706137
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0        11347  validation    6.144196  0.70615
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0        11348  validation    6.144083  0.706166
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0        11349  validation    6.143969  0.706179
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0        11350  validation    6.143854  0.706193
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0        11351  validation     6.14374  0.706203
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0        11352  validation    6.143626  0.706218
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0        11353  validation    6.143512  0.70623
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0        11354  subtrain    5.791626  0.696471
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0        11354  validation    6.143399  0.706241
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0        11355  validation    6.143284  0.706252
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0        11356  validation     6.14317  0.706265
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0        11357  subtrain    5.791308  0.696506
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0        11357  validation    6.143055  0.706279
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0        11358  subtrain    5.791202  0.69652
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0        11358  validation    6.142942  0.706294
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0        11359  validation    6.142828  0.706308
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0        11380  subtrain    5.788874  0.696797
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0        11384  subtrain    5.788452  0.696848
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0        11385  validation     6.13987  0.706609
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0        11386  subtrain     5.78824  0.696873
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0        11386  validation    6.139756  0.706622
   step_number  set_name  loss_value      auc
0        11387  subtrain    5.788135  0.69689
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0        11387  validation    6.139642  0.706634
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0        11388  subtrain    5.788031  0.696903
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0        11388  validation     6.13953  0.706651
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0        11389  subtrain    5.787924  0.696914
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0        11389  validation    6.139415  0.706671
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0        11390  subtrain    5.787817  0.696927
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0        11390  validation    6.139301  0.706685
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0        11391  subtrain    5.787713  0.69694
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0        11391  validation    6.139188  0.706695
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0        11392  subtrain    5.787608  0.69695
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0        11392  validation    6.139075  0.706704
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0        11393  subtrain    5.787502  0.696962
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0        11393  validation    6.138961  0.706716
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0        11394  subtrain    5.787396  0.696976
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0        11394  validation    6.138847  0.706733
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0        11395  subtrain     5.78729  0.696992
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0        11395  validation    6.138733  0.706745
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0        11396  subtrain    5.787185  0.697002
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0        11396  validation     6.13862  0.706759
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0        11397  subtrain    5.787079  0.697011
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0        11397  validation    6.138506  0.706773
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0        11398  subtrain    5.786974  0.697021
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0        11398  validation    6.138394  0.706787
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0        11399  subtrain    5.786869  0.697035
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0        11399  validation     6.13828  0.706797
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0        11400  subtrain    5.786763  0.697045
   step_number    set_name  loss_value      auc
0        11400  validation    6.138167  0.70681
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0        11401  subtrain    5.786658  0.697062
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0        11401  validation    6.138053  0.706823
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0        11402  subtrain    5.786553  0.697075
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0        11402  validation     6.13794  0.706833
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0        11403  subtrain    5.786447  0.697085
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0        11403  validation    6.137826  0.706846
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0        11404  subtrain    5.786342  0.697102
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0        11404  validation    6.137713  0.706859
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0        11405  subtrain    5.786237  0.697113
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0        11405  validation    6.137601  0.706869
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0        11406  subtrain    5.786131  0.697127
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0        11406  validation    6.137486  0.70688
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0        11407  subtrain    5.786026  0.697142
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0        11407  validation    6.137373  0.706898
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0        11408  subtrain    5.785921  0.697154
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0        11408  validation     6.13726  0.70691
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0        11409  subtrain    5.785816  0.697167
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0        11409  validation    6.137147  0.706922
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0        11410  subtrain    5.785709  0.697176
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0        11410  validation    6.137033  0.706934
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0        11411  subtrain    5.785604  0.697187
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0        11411  validation    6.136919  0.706945
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0        11412  subtrain      5.7855  0.697202
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0        11412  validation    6.136806  0.706957
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0        11413  subtrain    5.785393  0.697214
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0        11413  validation    6.136692  0.706972
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0        11414  subtrain    5.785289  0.697222
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0        11414  validation     6.13658  0.706984
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0        11415  subtrain    5.785184  0.697236
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0        11415  validation    6.136467  0.706995
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0        11416  subtrain    5.785079  0.697248
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0        11416  validation    6.136353  0.707011
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0        11417  subtrain    5.784973  0.69726
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0        11417  validation     6.13624  0.707024
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0        11418  subtrain    5.784867  0.697274
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0        11418  validation    6.136126  0.707032
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0        11419  subtrain    5.784762  0.697288
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0        11419  validation    6.136014  0.70704
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0        11420  subtrain    5.784657  0.697303
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0        11420  validation    6.135901  0.707052
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0        11421  subtrain    5.784551  0.697316
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0        11421  validation    6.135787  0.707069
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0        11422  subtrain    5.784446  0.69733
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0        11422  validation    6.135674  0.707079
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0        11423  subtrain    5.784341  0.697342
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0        11423  validation    6.135561  0.70709
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0        11424  subtrain    5.784235  0.697356
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0        11424  validation    6.135447  0.707102
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0        11425  subtrain    5.784131  0.697367
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0        11425  validation    6.135334  0.707116
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0        11426  subtrain    5.784026  0.697382
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0        11426  validation    6.135221  0.70713
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0        11427  subtrain     5.78392  0.697394
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0        11427  validation    6.135108  0.707142
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0        11428  subtrain    5.783815  0.697405
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0        11428  validation    6.134994  0.707154
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0        11429  subtrain     5.78371  0.697416
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0        11429  validation    6.134881  0.707163
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0        11430  subtrain    5.783606  0.697426
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0        11430  validation    6.134768  0.707175
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0        11431  subtrain      5.7835  0.69744
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0        11431  validation    6.134656  0.707189
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0        11432  subtrain    5.783397  0.697452
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0        11432  validation    6.134544  0.707199
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0        11433  subtrain     5.78329  0.697461
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0        11433  validation    6.134429  0.707216
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0        11434  subtrain    5.783185  0.697476
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0        11434  validation    6.134316  0.707229
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0        11435  subtrain    5.783081  0.697491
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0        11435  validation    6.134204  0.707239
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0        11436  subtrain    5.782974  0.697503
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0        11436  validation     6.13409  0.707252
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0        11437  subtrain    5.782869  0.697516
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0        11437  validation    6.133977  0.707265
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0        11438  subtrain    5.782765  0.697529
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0        11438  validation    6.133864  0.707279
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0        11439  subtrain     5.78266  0.697542
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0        11439  validation    6.133751  0.707291
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0        11440  subtrain    5.782555  0.697555
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0        11440  validation    6.133637  0.707305
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0        11441  subtrain     5.78245  0.697569
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0        11441  validation    6.133526  0.70732
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0        11442  subtrain    5.782345  0.697579
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0        11442  validation    6.133412  0.707334
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0        11443  subtrain     5.78224  0.697589
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0        11443  validation    6.133299  0.707341
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0        11444  subtrain    5.782135  0.697602
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0        11444  validation    6.133187  0.707355
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0        11445  subtrain    5.782031  0.697616
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0        11445  validation    6.133073  0.707367
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0        11446  subtrain    5.781926  0.697631
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0        11446  validation     6.13296  0.707381
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0        11447  subtrain     5.78182  0.697639
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0        11447  validation    6.132847  0.707392
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0        11448  subtrain    5.781715  0.697651
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0        11448  validation    6.132734  0.707405
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0        11449  subtrain     5.78161  0.69766
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0        11449  validation    6.132621  0.707423
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0        11450  subtrain    5.781506  0.697673
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0        11450  validation    6.132509  0.707436
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0        11451  subtrain      5.7814  0.697684
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0        11451  validation    6.132395  0.707449
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0        11452  subtrain    5.781296  0.697695
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0        11452  validation    6.132282  0.707463
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0        11453  subtrain     5.78119  0.697706
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0        11453  validation     6.13217  0.707476
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0        11454  subtrain    5.781086  0.697719
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0        11454  validation    6.132057  0.707492
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0        11455  subtrain    5.780981  0.697734
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0        11455  validation    6.131944  0.7075
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0        11456  subtrain    5.780876  0.697748
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0        11456  validation    6.131831  0.707513
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0        11457  subtrain     5.78077  0.697759
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0        11457  validation    6.131717  0.707528
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0        11458  subtrain    5.780666  0.697771
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0        11458  validation    6.131605  0.707539
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0        11459  subtrain    5.780561  0.697784
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0        11459  validation    6.131492  0.707553
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0        11460  subtrain    5.780457  0.697797
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0        11460  validation     6.13138  0.707565
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0        11461  subtrain    5.780352  0.697809
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0        11461  validation    6.131267  0.707577
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0        11462  subtrain    5.780248  0.697826
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0        11462  validation    6.131155  0.707588
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0        11463  subtrain    5.780143  0.697839
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0        11463  validation    6.131042  0.707604
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0        11464  subtrain    5.780039  0.697849
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0        11464  validation     6.13093  0.707614
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0        11465  subtrain    5.779933  0.697862
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0        11465  validation    6.130816  0.707624
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0        11466  subtrain    5.779828  0.697875
   step_number    set_name  loss_value       auc
0        11466  validation    6.130703  0.707632
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0        11467  subtrain    5.779724  0.69789
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0        11467  validation     6.13059  0.707644
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0        11468  subtrain    5.779619  0.697903
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0        11468  validation    6.130477  0.707657
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0        11469  subtrain    5.779515  0.697917
   step_number    set_name  loss_value       auc
0        11469  validation    6.130366  0.707664
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0        11470  subtrain     5.77941  0.697931
   step_number    set_name  loss_value       auc
0        11470  validation    6.130253  0.707681
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0        11471  subtrain    5.779305  0.697942
   step_number    set_name  loss_value       auc
0        11471  validation     6.13014  0.707692
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0        11472  subtrain      5.7792  0.697955
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0        11472  validation    6.130027  0.707707
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0        11473  subtrain    5.779096  0.697967
   step_number    set_name  loss_value      auc
0        11473  validation    6.129915  0.70772
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0        11514  subtrain    5.774814  0.698465
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0        11516  validation    6.125082  0.708236
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0        11517  validation    6.124969  0.70825
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0        11518  validation    6.124858  0.708262
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0        11519  validation    6.124746  0.708273
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0        11520  subtrain     5.77419  0.698534
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0        11520  validation    6.124633  0.708287
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0        11522  validation    6.124409  0.70831
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0        11523  validation    6.124297  0.70832
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0        11524  validation    6.124185  0.708336
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0        11525  subtrain    5.773671  0.698599
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0        11525  validation    6.124074  0.708354
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0        11527  validation    6.123848  0.708374
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0        11528  validation    6.123737  0.708387
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0        11529  subtrain    5.773255  0.698645
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0        11529  validation    6.123625  0.708401
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0        11530  validation    6.123512  0.708412
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0        11531  subtrain    5.773046  0.698672
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0        11531  validation    6.123401  0.708421
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0        11532  subtrain    5.772942  0.698685
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0        11532  validation    6.123288  0.708437
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0        11533  subtrain    5.772839  0.698694
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0        11533  validation    6.123177  0.708451
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0        11534  subtrain    5.772735  0.698704
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0        11534  validation    6.123065  0.708464
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0        11535  subtrain     5.77263  0.698719
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0        11535  validation    6.122953  0.708478
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0        11536  subtrain    5.772525  0.698731
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0        11536  validation     6.12284  0.70849
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0        11537  validation     6.12273  0.708504
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0        11539  validation    6.122506  0.708529
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0        11547  validation     6.12161  0.708633
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0        11549  validation    6.121386  0.708654
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0        11550  validation    6.121274  0.708665
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0        11551  validation    6.121162  0.708684
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0        11553  validation     6.12094  0.708709
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0        11554  validation    6.120827  0.708717
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0        11555  validation    6.120716  0.708732
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0        11556  validation    6.120604  0.70874
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0        11566  validation    6.119489  0.708872
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0        11573  validation    6.118707  0.708953
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0        11577  validation    6.118262  0.708999
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0        11582  validation    6.117704  0.709057
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0        11583  validation    6.117593  0.709066
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0        11584  validation    6.117482  0.709075
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0        11586  validation    6.117258  0.709095
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0        11587  validation    6.117147  0.709105
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0        11588  subtrain    5.767136  0.699332
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0        11588  validation    6.117035  0.709119
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0        11877  subtrain    5.737707  0.702868
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0        11880  validation    6.084982  0.712605
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0        11888  validation    6.084118  0.712696
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0        11889  validation     6.08401  0.712704
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0        11891  validation    6.083793  0.712728
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0        11893  validation    6.083577  0.712752
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0        11895  validation     6.08336  0.712777
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0        11896  validation    6.083252  0.712789
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0        11914  validation    6.081308  0.713003
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0        11932  subtrain    5.732203  0.703505
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0        12104  validation    6.060994  0.715175
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0        12105  validation    6.060887  0.715187
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0        12112  validation    6.060148  0.715254
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0        28640  subtrain    4.782864  0.806717
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0        28717  validation    5.062902  0.814818
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0        29430  subtrain    4.755285  0.80938
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0        29432  subtrain    4.755215  0.809388
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0        29432  validation    5.037377  0.817161
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0        29433  subtrain    4.755182  0.809392
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0        29434  subtrain    4.755147  0.809394
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0        29435  subtrain    4.755113  0.809398
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0        29435  validation    5.037272  0.817167
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0        29436  subtrain    4.755079  0.809402
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0        29440  subtrain    4.754941  0.809418
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0        29453  validation    5.036638  0.817221
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0        29460  validation    5.036393  0.817244
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0        29462  validation    5.036323  0.817254
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0        29463  validation    5.036288  0.817256
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0        29464  subtrain    4.754115  0.809502
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0        29464  validation    5.036252  0.817261
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0        29465  validation    5.036216  0.817265
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0        29466  validation    5.036181  0.817266
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0        29467  validation    5.036147  0.81727
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0        29468  validation    5.036112  0.817276
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0        29469  validation    5.036077  0.817278
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0        29470  subtrain    4.753909  0.809517
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0        29470  validation    5.036042  0.817281
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0        29473  validation    5.035936  0.817288
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0        29475  validation    5.035866  0.817295
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0        29501  validation    5.034954  0.817388
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0        29511  validation    5.034603  0.817424
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0        29513  validation    5.034532  0.81743
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0        29514  validation    5.034498  0.817433
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0        29515  subtrain    4.752363  0.809666
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0        29515  validation    5.034463  0.817437
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0        29516  validation    5.034429  0.81744
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0        29517  validation    5.034392  0.817444
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0        29518  validation    5.034356  0.817449
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0        29519  subtrain    4.752226  0.80968
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0        29519  validation    5.034323  0.817451
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0        29520  subtrain    4.752192  0.809681
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0        30812  subtrain    4.708791  0.813809
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0        30813  subtrain    4.708757  0.813812
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0        30814  subtrain    4.708724  0.813814
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0        30815  subtrain    4.708691  0.813818
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0        30817  subtrain    4.708625  0.813825
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0        30818  subtrain    4.708592  0.813829
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0        30819  subtrain     4.70856  0.813832
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0        30820  subtrain    4.708527  0.813835
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0        30820  validation     4.98987  0.821472
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0        30821  subtrain    4.708494  0.813839
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0        30822  subtrain     4.70846  0.813842
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0        30822  validation    4.989803  0.821477
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0        30823  subtrain    4.708428  0.813848
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0        30826  subtrain     4.70833  0.813855
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0        30826  validation    4.989669  0.821484
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0        30827  subtrain    4.708297  0.813856
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0        30827  validation    4.989637  0.821488
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0        30828  subtrain    4.708264  0.813858
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0        30828  validation    4.989604  0.821493
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0        30829  subtrain    4.708231  0.813861
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0        30829  validation     4.98957  0.821497
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0        30830  subtrain    4.708198  0.813864
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0        30830  validation    4.989536  0.821498
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0        30831  subtrain    4.708166  0.813866
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0        30832  subtrain    4.708133  0.813868
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0        30832  validation     4.98947  0.821503
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0        30833  subtrain    4.708099  0.81387
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0        30833  validation    4.989437  0.821506
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0        30834  subtrain    4.708067  0.813872
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0        30834  validation    4.989405  0.821512
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0        30835  subtrain    4.708034  0.813876
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0        30835  validation     4.98937  0.821516
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0        30836  subtrain    4.708002  0.813878
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0        30836  validation    4.989337  0.821518
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0        30837  subtrain    4.707969  0.813882
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0        30837  validation    4.989304  0.821521
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0        30838  subtrain    4.707935  0.813886
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0        30838  validation     4.98927  0.821526
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0        30839  subtrain    4.707903  0.813891
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0        30839  validation    4.989237  0.821528
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0        30840  subtrain    4.707869  0.813894
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0        30840  validation    4.989203  0.821528
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0        30841  validation    4.989171  0.82153
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0        30842  validation    4.989137  0.821533
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0        30843  subtrain    4.707772  0.813907
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0        30843  validation    4.989105  0.821535
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0        30844  subtrain    4.707739  0.813911
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0        30844  validation    4.989071  0.82154
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0        30845  subtrain    4.707706  0.813914
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0        30845  validation    4.989038  0.821545
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0        30846  subtrain    4.707672  0.813916
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0        30846  validation    4.989003  0.821548
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0        30847  subtrain    4.707641  0.813919
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0        30847  validation    4.988972  0.821552
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0        30848  subtrain    4.707607  0.813922
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0        30848  validation    4.988938  0.821554
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0        30849  subtrain    4.707575  0.813925
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0        30849  validation    4.988904  0.821555
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0        30850  subtrain    4.707542  0.813928
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0        30850  validation    4.988872  0.821557
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0        30851  subtrain     4.70751  0.813932
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0        30852  validation    4.988803  0.821562
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0        30853  subtrain    4.707444  0.81394
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0        30853  validation    4.988772  0.821564
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0        30854  subtrain     4.70741  0.813943
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0        30854  validation    4.988738  0.821568
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0        30855  subtrain    4.707378  0.813945
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0        30855  validation    4.988705  0.821573
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0        30856  subtrain    4.707345  0.813948
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0        30856  validation    4.988671  0.821577
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0        30857  validation    4.988637  0.821582
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0        30858  validation    4.988605  0.821584
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0        30859  validation    4.988572  0.821587
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0        30860  subtrain    4.707213  0.813956
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0        30860  validation    4.988539  0.821592
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0        30861  validation    4.988506  0.821596
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0        30862  validation    4.988472  0.821602
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0        30863  subtrain    4.707115  0.813961
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0        30863  validation    4.988438  0.821604
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0        30864  subtrain    4.707082  0.813967
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0        30864  validation    4.988406  0.821607
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0        30865  subtrain     4.70705  0.813971
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0        30865  validation    4.988373  0.821608
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0        30866  subtrain    4.707017  0.813974
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0        30866  validation     4.98834  0.821612
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0        30867  subtrain    4.706984  0.813978
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0        30867  validation    4.988305  0.821618
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0        30868  subtrain     4.70695  0.813982
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0        30868  validation    4.988272  0.821623
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0        30869  subtrain    4.706918  0.813983
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0        30869  validation    4.988239  0.821625
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0        30870  subtrain    4.706885  0.813985
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0        30870  validation    4.988206  0.821628
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0        30871  subtrain    4.706853  0.813988
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0        30871  validation    4.988173  0.821631
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0        30872  validation     4.98814  0.821633
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0        30873  validation    4.988107  0.821636
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0        30874  validation    4.988073  0.82164
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0        30875  subtrain    4.706721  0.813998
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0        30875  validation     4.98804  0.821643
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0        30876  subtrain    4.706688  0.814001
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0        30876  validation    4.988007  0.821646
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0        30877  subtrain    4.706656  0.814004
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0        30877  validation    4.987973  0.821649
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0        30878  validation    4.987941  0.821651
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0        30879  subtrain    4.706591  0.814008
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0        30879  validation    4.987907  0.821654
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0        30880  subtrain    4.706558  0.814009
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0        30880  validation    4.987875  0.82166
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0        30881  validation     4.98784  0.821663
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0        30882  subtrain    4.706492  0.814013
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0        30882  validation    4.987808  0.821667
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0        30883  validation    4.987774  0.821671
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0        30885  validation    4.987708  0.821679
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0        30886  validation    4.987675  0.821683
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0        30888  subtrain    4.706296  0.814032
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0        30888  validation    4.987608  0.821689
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0        30889  subtrain    4.706263  0.814035
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0        30889  validation    4.987576  0.821691
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0        30890  validation    4.987542  0.821696
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0        30891  subtrain    4.706197  0.814042
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0        30891  validation    4.987509  0.8217
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0        30892  validation    4.987475  0.821702
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0        30893  validation    4.987442  0.821706
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0        30894  subtrain    4.706098  0.81405
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0        31034  subtrain     4.70152  0.814469
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0        31040  subtrain    4.701324  0.814488
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0        31050  subtrain    4.700999  0.814515
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0        31062  subtrain    4.700607  0.814556
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0        31064  subtrain    4.700542  0.814563
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0        31065  subtrain    4.700511  0.814565
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0        31065  validation    4.981751  0.822208
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0        31066  subtrain    4.700478  0.814568
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0        31066  validation    4.981718  0.82221
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0        31067  subtrain    4.700445  0.81457
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0        31067  validation    4.981685  0.822214
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0        31068  subtrain    4.700412  0.814572
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0        31068  validation    4.981651  0.822216
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0        31069  subtrain    4.700379  0.814575
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0        31069  validation    4.981619  0.82222
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0        31070  subtrain    4.700347  0.814578
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0        31070  validation    4.981586  0.822222
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0        31071  subtrain    4.700314  0.814581
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0        31071  validation    4.981552  0.822223
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0        31072  subtrain    4.700282  0.814586
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0        31072  validation     4.98152  0.822225
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0        31073  subtrain    4.700249  0.81459
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0        31073  validation    4.981486  0.822228
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0        31074  subtrain    4.700216  0.814596
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0        31074  validation    4.981453  0.822231
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0        31075  subtrain    4.700183  0.814598
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0        31075  validation    4.981421  0.822232
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0        31076  validation    4.981388  0.822236
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0        31077  subtrain    4.700119  0.814603
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0        31077  validation    4.981354  0.822238
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0        31078  subtrain    4.700087  0.814605
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0        31078  validation    4.981322  0.82224
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0        31079  subtrain    4.700053  0.814607
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0        31079  validation    4.981288  0.822244
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0        31080  subtrain    4.700022  0.814611
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0        31081  subtrain     4.69999  0.814614
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0        33843  validation    4.894647  0.829948
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0        34071  validation    4.887869  0.830561
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0        36931  validation    4.807095  0.837629
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0        36933  validation     4.80704  0.837636
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0        36934  subtrain    4.525319  0.830091
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0        36934  validation    4.807014  0.837639
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0        36935  subtrain    4.525291  0.830092
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0        36938  validation    4.806906  0.837647
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0        36939  validation     4.80688  0.837648
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0        36940  subtrain    4.525154  0.830107
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0        36940  validation    4.806852  0.837649
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0        36941  subtrain    4.525127  0.830108
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0        36941  validation    4.806826  0.837653
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0        36942  subtrain    4.525099  0.830111
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0        36942  validation    4.806798  0.837655
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0        36943  subtrain    4.525072  0.830114
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0        36943  validation    4.806771  0.837658
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0        36944  subtrain    4.525044  0.830117
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0        36944  validation    4.806744  0.83766
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0        36945  subtrain    4.525017  0.830119
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0        36945  validation    4.806717  0.837662
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0        36946  subtrain     4.52499  0.830122
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0        36946  validation    4.806691  0.837664
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0        36947  subtrain    4.524962  0.830125
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0        36947  validation    4.806664  0.837667
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0        36948  subtrain    4.524934  0.830128
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0        36948  validation    4.806637  0.837669
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0        36949  subtrain    4.524909  0.830132
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0        36949  validation    4.806611  0.837672
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0        36950  subtrain    4.524879  0.830134
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0        36950  validation    4.806582  0.837675
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0        36952  subtrain    4.524826  0.830138
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0        36952  validation    4.806529  0.837679
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0        36953  subtrain    4.524798  0.830139
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0        36953  validation    4.806501  0.837682
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0        36954  subtrain    4.524769  0.830142
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0        36954  validation    4.806474  0.837685
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0        36955  subtrain    4.524744  0.830142
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0        36955  validation    4.806448  0.837687
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0        36956  subtrain    4.524716  0.830146
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0        36956  validation    4.806421  0.83769
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0        36957  validation    4.806395  0.837693
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0        36958  subtrain    4.524662  0.830151
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0        36958  validation    4.806367  0.837696
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0        36959  subtrain    4.524634  0.830153
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0        36959  validation    4.806341  0.837696
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0        36960  subtrain    4.524607  0.830158
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0        36960  validation    4.806314  0.837699
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0        36961  subtrain    4.524579  0.83016
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0        36961  validation    4.806286  0.837702
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0        36962  subtrain    4.524551  0.830163
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0        36962  validation    4.806259  0.837703
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0        36963  subtrain    4.524524  0.830164
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0        36963  validation    4.806232  0.837705
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0        36964  subtrain    4.524496  0.830166
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0        36964  validation    4.806205  0.837707
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0        36965  subtrain    4.524469  0.830167
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0        36965  validation    4.806178  0.837711
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0        36966  subtrain    4.524441  0.830168
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0        36966  validation    4.806151  0.837712
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0        36967  subtrain    4.524415  0.830169
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0        36967  validation    4.806125  0.837716
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0        36968  subtrain    4.524386  0.83017
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0        36968  validation    4.806097  0.837718
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0        36969  subtrain    4.524359  0.830173
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0        36969  validation    4.806069  0.837719
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0        36970  subtrain    4.524332  0.830174
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0        36970  validation    4.806043  0.837722
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0        36971  subtrain    4.524304  0.830176
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0        36971  validation    4.806016  0.837724
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0        36972  subtrain    4.524277  0.830178
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0        36972  validation    4.805989  0.837727
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0        36973  subtrain    4.524251  0.83018
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0        36973  validation    4.805963  0.837732
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0        36974  subtrain    4.524223  0.830181
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0        36974  validation    4.805935  0.837732
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0        36975  subtrain    4.524197  0.830184
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0        36975  validation    4.805909  0.837734
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0        36976  subtrain    4.524168  0.830187
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0        36976  validation    4.805882  0.837737
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0        36977  subtrain    4.524141  0.830191
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0        36977  validation    4.805855  0.837739
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0        36978  subtrain    4.524113  0.830192
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0        36978  validation    4.805828  0.837742
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0        36979  subtrain    4.524087  0.830195
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0        36979  validation    4.805802  0.837742
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0        36980  subtrain    4.524059  0.830198
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0        36980  validation    4.805774  0.837742
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0        36981  subtrain    4.524032  0.830202
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0        36981  validation    4.805748  0.837744
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0        36982  subtrain    4.524004  0.830204
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0        36982  validation    4.805721  0.837748
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0        36983  validation    4.805693  0.837752
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0        36984  subtrain    4.523949  0.83021
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0        36984  validation    4.805665  0.837754
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0        36985  subtrain    4.523922  0.830212
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0        36985  validation    4.805639  0.837755
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0        36986  validation    4.805614  0.837756
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0        36987  subtrain    4.523867  0.830216
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0        36987  validation    4.805586  0.837759
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0        36988  subtrain     4.52384  0.830219
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0        36988  validation    4.805559  0.837761
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0        36989  subtrain    4.523812  0.830221
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0        36989  validation    4.805532  0.837763
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0        36990  subtrain    4.523784  0.830222
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0        36990  validation    4.805504  0.837764
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0        36991  subtrain    4.523758  0.830224
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0        36991  validation    4.805478  0.837767
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0        36994  validation    4.805397  0.837775
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0        36998  validation     4.80529  0.837781
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0        36999  validation    4.805263  0.837783
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0        37000  validation    4.805236  0.837785
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0        37001  validation    4.805209  0.837786
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0        37002  validation    4.805182  0.837788
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0        37156  validation    4.801046  0.838126
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0        37158  subtrain    4.519196  0.830611
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0        37158  validation    4.800992  0.838131
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0        37159  validation    4.800965  0.838132
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0        37161  subtrain    4.519114  0.830617
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0        37195  validation    4.800002  0.838201
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0        37275  validation    4.797863  0.838384
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0        37276  validation    4.797837  0.838386
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0        37280  validation    4.797729  0.838396
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0        37282  subtrain    4.515823  0.830907
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0        37282  validation    4.797676  0.838402
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0        37283  subtrain    4.515795  0.830912
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0        37284  subtrain    4.515768  0.830914
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0        37285  subtrain     4.51574  0.830918
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0        37285  validation    4.797596  0.838412
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0        37286  validation    4.797569  0.838416
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0        37287  subtrain    4.515687  0.830921
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0        37287  validation    4.797543  0.838419
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0        37288  subtrain    4.515659  0.830922
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0        37289  subtrain    4.515633  0.830924
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0        37291  validation    4.797435  0.838428
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0        37292  validation     4.79741  0.838432
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0        37302  validation    4.797142  0.838452
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0        37303  validation    4.797115  0.838456
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0        37306  validation    4.797035  0.838465
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0        37307  validation    4.797009  0.838466
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0        37308  validation    4.796983  0.838468
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0        37310  validation    4.796928  0.838473
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0        37311  validation    4.796903  0.838476
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0        37312  subtrain    4.515008  0.830971
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0        37312  validation    4.796876  0.838478
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0        37313  subtrain    4.514982  0.830973
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0        37313  validation    4.796849  0.838481
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0        37314  subtrain    4.514956  0.830974
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0        37314  validation    4.796823  0.838482
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0        37315  subtrain    4.514928  0.830977
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0        37316  validation    4.796769  0.838488
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0        37317  validation    4.796742  0.838489
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0        37318  subtrain    4.514846  0.830987
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0        37319  subtrain    4.514819  0.83099
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0        37319  validation    4.796689  0.838492
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0        37320  subtrain    4.514791  0.830991
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0        37320  validation    4.796662  0.838496
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0        37321  subtrain    4.514764  0.830992
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0        37321  validation    4.796635  0.838496
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0        37322  subtrain    4.514738  0.830994
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0        37322  validation    4.796609  0.838496
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0        37323  subtrain     4.51471  0.830996
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0        37324  validation    4.796555  0.8385
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0        37325  validation    4.796529  0.838502
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0        37326  validation    4.796502  0.838503
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0        37327  validation    4.796475  0.838506
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0        37328  subtrain    4.514574  0.831007
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0        37328  validation    4.796448  0.838511
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0        37329  subtrain    4.514548  0.831009
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0        37329  validation    4.796422  0.838513
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0        37330  validation    4.796396  0.838515
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0        37331  subtrain    4.514494  0.831012
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0        37331  validation    4.796371  0.838516
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0        37332  subtrain    4.514466  0.831015
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0        37332  validation    4.796342  0.838517
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0        37333  subtrain    4.514439  0.831017
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0        37333  validation    4.796315  0.83852
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0        37334  subtrain    4.514411  0.831018
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0        37334  validation    4.796288  0.838524
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0        37336  validation    4.796237  0.838528
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0        37347  validation    4.795943  0.838557
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0        37389  validation    4.794826  0.838649
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0        37390  validation    4.794799  0.83865
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0        37391  subtrain    4.512867  0.831155
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0        37391  validation    4.794772  0.838653
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0        37392  subtrain    4.512841  0.831158
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0        37392  validation    4.794745  0.838656
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0        37393  subtrain    4.512813  0.831161
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0        37393  validation    4.794718  0.83866
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0        37394  subtrain    4.512786  0.831162
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0        37394  validation    4.794692  0.838661
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0        37400  subtrain    4.512624  0.831179
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0        37400  validation    4.794533  0.838676
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0        37407  validation    4.794346  0.838696
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0        37410  subtrain    4.512354  0.831201
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0        37411  validation    4.794241  0.838702
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0        37412  subtrain    4.512299  0.831206
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0        37413  subtrain    4.512272  0.831208
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0        37413  validation    4.794188  0.838707
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0        37414  subtrain    4.512245  0.831211
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0        37414  validation     4.79416  0.838708
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0        37415  subtrain    4.512218  0.831212
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0        37415  validation    4.794134  0.838712
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0        37416  subtrain    4.512191  0.831212
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0        37416  validation    4.794108  0.838714
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0        37418  subtrain    4.512137  0.831216
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0        37419  validation    4.794028  0.838723
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0        37420  subtrain    4.512082  0.831223
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0        37420  validation    4.794001  0.838727
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0        37421  subtrain    4.512055  0.831224
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0        37421  validation    4.793974  0.838728
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0        37422  subtrain    4.512029  0.831226
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0        37422  validation    4.793948  0.838729
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0        37423  subtrain    4.512002  0.831228
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0        37423  validation    4.793921  0.83873
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0        37424  subtrain    4.511974  0.831228
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0        37424  validation    4.793894  0.838733
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0        37425  validation    4.793869  0.838736
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0        37426  subtrain     4.51192  0.831231
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0        37426  validation    4.793842  0.838738
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0        37427  subtrain    4.511894  0.831233
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0        37427  validation    4.793816  0.83874
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0        37428  subtrain    4.511867  0.831234
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0        37428  validation    4.793789  0.838744
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0        37429  subtrain    4.511839  0.831236
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0        37429  validation    4.793762  0.838747
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0        37430  subtrain    4.511813  0.83124
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0        37430  validation    4.793736  0.838749
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0        37431  subtrain    4.511786  0.831242
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0        37431  validation     4.79371  0.838751
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0        37432  subtrain    4.511759  0.831246
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0        37432  validation    4.793683  0.838753
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0        37433  subtrain    4.511731  0.831249
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0        37433  validation    4.793656  0.838754
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0        37434  subtrain    4.511704  0.831252
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0        37434  validation    4.793629  0.838755
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0        37435  subtrain    4.511677  0.831256
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0        37435  validation    4.793602  0.838757
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0        37436  validation    4.793576  0.838757
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0        37437  subtrain    4.511624  0.831262
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0        37437  validation     4.79355  0.838758
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0        37438  subtrain    4.511597  0.831266
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0        37438  validation    4.793523  0.83876
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0        37439  subtrain    4.511569  0.831266
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0        37439  validation    4.793497  0.838764
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0        37440  subtrain    4.511542  0.83127
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0        37440  validation    4.793469  0.838766
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0        37441  subtrain    4.511515  0.831274
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0        37441  validation    4.793443  0.838769
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0        37442  subtrain    4.511488  0.831277
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0        37442  validation    4.793417  0.83877
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0        37443  validation     4.79339  0.838772
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0        37444  validation    4.793365  0.838774
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0        37445  subtrain    4.511407  0.831284
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0        37445  validation    4.793337  0.838776
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0        37446  subtrain     4.51138  0.831287
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0        37446  validation    4.793311  0.838779
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0        37447  subtrain    4.511353  0.831289
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0        37447  validation    4.793283  0.838782
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0        37448  subtrain    4.511325  0.831292
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0        37448  validation    4.793257  0.838784
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0        37449  subtrain    4.511299  0.831295
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0        37449  validation    4.793231  0.838788
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0        37450  validation    4.793204  0.838788
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0        37451  validation    4.793177  0.838791
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0        37452  subtrain    4.511218  0.831306
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0        37452  validation    4.793151  0.838793
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0        37453  validation    4.793124  0.838794
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0        37454  subtrain    4.511164  0.831311
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0        37454  validation    4.793098  0.838797
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0        37455  validation    4.793071  0.838799
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0        37457  validation    4.793019  0.838802
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0        37458  validation    4.792992  0.838804
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0        37459  validation    4.792965  0.838806
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0        37460  subtrain    4.511001  0.831322
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0        37460  validation    4.792939  0.838808
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0        37461  validation    4.792912  0.838808
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0        37462  validation    4.792886  0.838809
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0        37463  subtrain    4.510921  0.831327
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0        37463  validation     4.79286  0.838811
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0        37464  subtrain    4.510893  0.831332
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0        37464  validation    4.792832  0.838812
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0        37465  subtrain    4.510867  0.831333
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0        37465  validation    4.792806  0.838816
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0        37466  subtrain    4.510839  0.831335
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0        37466  validation     4.79278  0.838818
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0        37467  validation    4.792753  0.83882
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0        37468  subtrain    4.510785  0.83134
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0        37468  validation    4.792726  0.838823
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0        37469  subtrain    4.510758  0.831341
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0        37469  validation      4.7927  0.838824
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0        37470  subtrain    4.510731  0.831342
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0        37470  validation    4.792673  0.838826
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0        37471  subtrain    4.510704  0.831344
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0        37471  validation    4.792646  0.838829
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0        37472  subtrain    4.510676  0.831347
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0        37472  validation     4.79262  0.838832
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0        37473  subtrain     4.51065  0.831349
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0        37473  validation    4.792594  0.838834
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0        37474  subtrain    4.510623  0.831352
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0        37474  validation    4.792567  0.838835
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0        37475  subtrain    4.510596  0.831353
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0        37475  validation    4.792541  0.838838
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0        37476  subtrain    4.510569  0.831356
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0        37476  validation    4.792514  0.838839
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0        37477  subtrain    4.510541  0.831359
   step_number    set_name  loss_value      auc
0        37477  validation    4.792486  0.83884
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0        37497  validation    4.791957  0.838883
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0        37498  validation    4.791932  0.838884
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0        37499  subtrain    4.509948  0.831406
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0        37499  validation    4.791904  0.838886
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0        37500  subtrain    4.509921  0.831411
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0        37500  validation    4.791878  0.838892
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0        37501  subtrain    4.509894  0.831413
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0        37502  validation    4.791825  0.838897
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0        37503  subtrain    4.509841  0.831418
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0        37503  validation    4.791799  0.838898
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0        37504  subtrain    4.509812  0.831419
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0        37504  validation    4.791771  0.838899
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0        37505  subtrain    4.509787  0.831423
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0        37505  validation    4.791745  0.838902
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0        37506  subtrain    4.509758  0.831424
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0        37506  validation    4.791718  0.838905
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0        37507  subtrain    4.509733  0.831425
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0        37507  validation    4.791693  0.838906
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0        37508  subtrain    4.509705  0.831427
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0        37508  validation    4.791666  0.838909
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0        37509  subtrain    4.509678  0.831429
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0        37509  validation    4.791639  0.838911
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0        37510  subtrain    4.509651  0.831432
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0        37510  validation    4.791612  0.838912
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0        37511  subtrain    4.509623  0.831434
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0        37511  validation    4.791585  0.838913
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0        37512  subtrain    4.509596  0.831436
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0        37512  validation    4.791559  0.838915
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0        37513  subtrain     4.50957  0.83144
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0        37513  validation    4.791533  0.838916
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0        37514  subtrain    4.509543  0.831442
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0        37514  validation    4.791507  0.838918
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0        37515  subtrain    4.509516  0.831444
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0        37515  validation     4.79148  0.838919
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0        37516  subtrain    4.509489  0.831446
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0        37516  validation    4.791453  0.83892
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0        37517  subtrain    4.509462  0.831449
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0        37517  validation    4.791427  0.838923
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0        37518  subtrain    4.509435  0.831451
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0        37518  validation      4.7914  0.838924
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0        37519  subtrain    4.509408  0.831452
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0        37519  validation    4.791374  0.838926
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0        37520  subtrain    4.509382  0.831454
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0        37520  validation    4.791348  0.838927
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0        37521  subtrain    4.509355  0.831455
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0        37521  validation    4.791321  0.838929
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0        37522  subtrain    4.509327  0.831457
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0        37522  validation    4.791295  0.838931
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0        37523  subtrain      4.5093  0.831459
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0        37523  validation    4.791267  0.838935
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0        37524  subtrain    4.509274  0.831462
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0        37524  validation    4.791241  0.838936
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0        37525  subtrain    4.509246  0.831465
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0        37525  validation    4.791214  0.838936
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0        37526  subtrain    4.509219  0.831468
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0        37526  validation    4.791188  0.83894
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0        37527  subtrain    4.509192  0.83147
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0        37527  validation    4.791162  0.838942
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0        37528  subtrain    4.509166  0.831472
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0        37528  validation    4.791136  0.838944
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0        37529  subtrain    4.509138  0.831474
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0        37529  validation    4.791108  0.838946
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0        37530  subtrain    4.509111  0.831478
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0        37530  validation    4.791082  0.838947
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0        37531  subtrain    4.509085  0.83148
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0        37531  validation    4.791056  0.838949
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0        37532  subtrain    4.509058  0.831483
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0        37532  validation    4.791029  0.838952
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0        37533  subtrain     4.50903  0.831486
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0        37533  validation    4.791003  0.838956
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0        37534  subtrain    4.509004  0.831488
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0        37534  validation    4.790977  0.838959
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0        37535  subtrain    4.508976  0.831491
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0        37535  validation    4.790949  0.83896
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0        37536  subtrain    4.508949  0.831494
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0        37536  validation    4.790923  0.838963
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0        37537  subtrain    4.508923  0.831496
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0        37537  validation    4.790897  0.838966
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0        37538  subtrain    4.508896  0.831499
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0        37538  validation    4.790871  0.838971
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0        37539  subtrain    4.508868  0.831503
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0        37539  validation    4.790844  0.838974
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0        37540  subtrain    4.508842  0.831504
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0        37540  validation    4.790819  0.838975
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0        37541  subtrain    4.508814  0.831506
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0        37541  validation    4.790792  0.838976
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0        37542  subtrain    4.508788  0.831508
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0        37542  validation    4.790765  0.83898
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0        37543  subtrain     4.50876  0.831509
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0        37543  validation    4.790738  0.838983
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0        37544  subtrain    4.508734  0.831512
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0        37544  validation    4.790712  0.838986
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0        37545  subtrain    4.508708  0.831514
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0        37545  validation    4.790686  0.83899
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0        37546  validation    4.790659  0.838991
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0        37547  validation    4.790632  0.838994
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0        37548  validation    4.790606  0.838997
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0        37549  subtrain    4.508598  0.831523
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0        37550  subtrain    4.508572  0.831524
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0        37550  validation    4.790553  0.839003
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0        37552  validation    4.790499  0.839006
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0        37553  subtrain    4.508492  0.831535
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0        37553  validation    4.790474  0.839008
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0        37554  validation    4.790446  0.839009
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0        37555  validation    4.790421  0.839012
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0        37559  validation    4.790316  0.839022
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0        37560  subtrain    4.508302  0.831549
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0        37560  validation    4.790288  0.839025
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0        37561  validation    4.790262  0.839028
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0        37562  validation    4.790236  0.839031
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0        37563  validation    4.790209  0.839032
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0        37564  subtrain    4.508194  0.831559
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0        37565  validation    4.790156  0.839037
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0        37566  subtrain    4.508142  0.831565
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0        37570  validation    4.790024  0.839049
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0        37575  subtrain    4.507898  0.831587
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0        37575  validation    4.789891  0.839059
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0        37576  subtrain    4.507871  0.831588
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0        37576  validation    4.789865  0.839061
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0        37577  subtrain    4.507844  0.831591
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0        37577  validation    4.789838  0.839065
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0        37578  validation    4.789812  0.839066
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0        37579  subtrain    4.507792  0.831595
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0        37579  validation    4.789787  0.839069
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0        37580  subtrain    4.507764  0.831598
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0        37580  validation    4.789759  0.839071
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0        37582  validation    4.789708  0.839074
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0        37583  subtrain    4.507683  0.831604
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0        37583  validation     4.78968  0.839076
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0        37584  subtrain    4.507656  0.831608
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0        37584  validation    4.789653  0.839078
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0        37586  validation      4.7896  0.839081
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0        37587  validation    4.789574  0.839082
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0        37588  validation    4.789548  0.839084
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0        37589  subtrain    4.507522  0.831619
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0        37589  validation    4.789522  0.839088
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0        37590  subtrain    4.507494  0.831621
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0        37590  validation    4.789495  0.839089
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0        37591  subtrain    4.507467  0.831624
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0        37630  subtrain    4.506416  0.831714
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0        37638  validation    4.788227  0.839201
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0        37640  subtrain    4.506148  0.831736
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0        37640  validation    4.788174  0.839204
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0        37645  validation    4.788042  0.839209
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0        37717  subtrain    4.504079  0.831913
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0        37717  validation    4.786142  0.839374
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0        37718  subtrain    4.504052  0.831916
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0        37718  validation    4.786117  0.839376
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0        37719  subtrain    4.504025  0.831916
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0        37719  validation    4.786089  0.83938
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0        37720  subtrain    4.503997  0.831916
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0        37720  validation    4.786063  0.839383
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0        37721  subtrain    4.503972  0.831919
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0        37721  validation    4.786036  0.839384
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0        37722  subtrain    4.503945  0.831921
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0        37722  validation    4.786011  0.839386
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0        37723  subtrain    4.503918  0.831924
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0        37723  validation    4.785985  0.839388
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0        37724  subtrain    4.503891  0.831925
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0        37724  validation    4.785958  0.83939
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0        37725  subtrain    4.503864  0.831928
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0        37725  validation    4.785931  0.839395
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0        37726  subtrain    4.503837  0.83193
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0        37726  validation    4.785905  0.839394
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0        37727  subtrain    4.503812  0.831934
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0        37727  validation     4.78588  0.839396
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0        37728  subtrain    4.503784  0.831936
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0        37728  validation    4.785853  0.839399
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0        37729  subtrain    4.503757  0.831938
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0        37729  validation    4.785827  0.8394
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0        37730  subtrain     4.50373  0.831939
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0        37730  validation      4.7858  0.839404
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0        37731  subtrain    4.503703  0.831943
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0        37731  validation    4.785773  0.839407
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0        37732  subtrain    4.503676  0.831946
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0        37732  validation    4.785747  0.839409
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0        37733  subtrain     4.50365  0.831949
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0        37733  validation    4.785722  0.83941
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0        37734  subtrain    4.503623  0.831951
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0        37734  validation    4.785695  0.839413
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0        37735  subtrain    4.503596  0.831954
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0        37735  validation    4.785668  0.839415
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0        37736  subtrain    4.503569  0.831955
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0        37736  validation    4.785642  0.839417
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0        37737  subtrain    4.503542  0.831955
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0        37737  validation    4.785615  0.839421
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0        37738  subtrain    4.503516  0.831958
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0        37738  validation     4.78559  0.839424
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0        37739  subtrain    4.503489  0.831959
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0        37739  validation    4.785563  0.839424
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0        37740  subtrain    4.503462  0.831961
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0        37740  validation    4.785537  0.839426
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0        37741  subtrain    4.503435  0.831965
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0        37741  validation     4.78551  0.839427
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0        37742  subtrain    4.503408  0.831967
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0        37742  validation    4.785484  0.839429
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0        37743  subtrain    4.503381  0.831969
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0        37743  validation    4.785457  0.839431
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0        37744  subtrain    4.503354  0.831971
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0        37744  validation    4.785431  0.839432
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0        37745  subtrain    4.503327  0.831972
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0        37745  validation    4.785405  0.839434
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0        37746  subtrain    4.503301  0.831974
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0        37746  validation    4.785378  0.839434
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0        37747  subtrain    4.503274  0.831976
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0        37747  validation    4.785352  0.839437
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0        37748  subtrain    4.503247  0.831979
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0        37748  validation    4.785326  0.839438
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0        37749  subtrain     4.50322  0.831982
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0        37749  validation      4.7853  0.839442
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0        37750  subtrain    4.503194  0.831984
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0        37750  validation    4.785273  0.839443
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0        37751  validation    4.785247  0.839444
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0        37752  validation    4.785221  0.839446
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0        37753  validation    4.785194  0.839447
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0        37755  validation    4.785142  0.839451
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0        37757  validation    4.785088  0.839455
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0        37758  validation    4.785063  0.839458
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0        37759  subtrain    4.502952  0.832009
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0        37759  validation    4.785036  0.83946
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0        37760  subtrain    4.502925  0.832014
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0        37760  validation     4.78501  0.839462
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0        37761  subtrain    4.502898  0.832016
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0        37761  validation    4.784983  0.839465
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0        37762  validation    4.784956  0.839467
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0        37764  subtrain    4.502818  0.832021
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0        37764  validation    4.784904  0.839472
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0        37765  subtrain     4.50279  0.832023
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0        37765  validation    4.784877  0.839473
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0        37766  subtrain    4.502764  0.832024
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0        37766  validation    4.784852  0.839475
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0        37767  subtrain    4.502737  0.832025
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0        37767  validation    4.784825  0.839477
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0        37768  subtrain     4.50271  0.832025
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0        37768  validation    4.784799  0.83948
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0        37769  subtrain    4.502683  0.832028
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0        37769  validation    4.784772  0.839483
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0        37770  subtrain    4.502657  0.83203
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0        37770  validation    4.784747  0.839488
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0        37771  subtrain     4.50263  0.832032
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0        37771  validation    4.784721  0.83949
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0        37772  validation    4.784694  0.839491
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0        37773  subtrain    4.502577  0.832037
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0        37773  validation    4.784668  0.839493
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0        37774  subtrain    4.502549  0.832038
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0        37774  validation    4.784641  0.839496
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0        37775  subtrain    4.502523  0.83204
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0        37775  validation    4.784615  0.839497
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0        37776  subtrain    4.502496  0.832042
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0        37776  validation    4.784589  0.839497
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0        37777  validation    4.784563  0.839499
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0        37778  validation    4.784535  0.839501
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0        37780  subtrain    4.502389  0.832049
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0        37780  validation    4.784484  0.839504
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0        37781  validation    4.784456  0.839506
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0        37782  validation    4.784431  0.839508
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0        37783  validation    4.784405  0.839512
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0        37784  subtrain    4.502282  0.832059
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0        37784  validation    4.784379  0.839515
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0        37785  validation    4.784353  0.839517
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0        37786  subtrain    4.502228  0.832064
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0        37786  validation    4.784326  0.839521
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0        37787  subtrain    4.502201  0.832067
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0        37787  validation    4.784299  0.839523
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0        37788  subtrain    4.502174  0.83207
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0        37788  validation    4.784273  0.839525
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0        37789  subtrain    4.502148  0.832073
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0        37789  validation    4.784247  0.839528
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0        37790  subtrain     4.50212  0.832075
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0        37790  validation    4.784221  0.839529
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0        37791  validation    4.784194  0.83953
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0        37792  subtrain    4.502067  0.832079
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0        37792  validation    4.784168  0.839532
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0        37793  validation    4.784142  0.839533
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0        37794  subtrain    4.502014  0.832083
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0        37794  validation    4.784116  0.839535
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0        37795  subtrain    4.501987  0.832086
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0        37795  validation     4.78409  0.839538
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0        37796  subtrain     4.50196  0.832089
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0        37796  validation    4.784063  0.83954
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0        37797  subtrain    4.501934  0.83209
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0        37797  validation    4.784037  0.839541
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0        37798  subtrain    4.501906  0.83209
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0        37798  validation     4.78401  0.839542
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0        37799  subtrain    4.501879  0.832094
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0        37799  validation    4.783983  0.839545
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0        37800  subtrain    4.501853  0.832097
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0        37800  validation    4.783958  0.839548
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0        37801  subtrain    4.501826  0.8321
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0        37801  validation    4.783932  0.839549
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0        37802  subtrain    4.501799  0.832104
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0        37802  validation    4.783905  0.83955
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0        37803  subtrain    4.501773  0.832106
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0        37803  validation    4.783879  0.839553
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0        37804  subtrain    4.501745  0.832108
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0        37804  validation    4.783853  0.839556
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0        37805  subtrain    4.501719  0.832111
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0        37805  validation    4.783826  0.839557
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0        37806  subtrain    4.501692  0.832115
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0        37806  validation      4.7838  0.839559
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0        37807  subtrain    4.501665  0.832117
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0        37807  validation    4.783773  0.839563
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0        37808  subtrain    4.501638  0.832119
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0        37808  validation    4.783747  0.839564
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0        37809  subtrain    4.501612  0.83212
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0        37809  validation    4.783722  0.839565
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0        37810  subtrain    4.501585  0.832122
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0        37810  validation    4.783695  0.839567
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0        37811  subtrain    4.501557  0.832125
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0        37811  validation    4.783669  0.83957
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0        37812  subtrain    4.501531  0.832127
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0        37812  validation    4.783642  0.83957
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0        37813  subtrain    4.501504  0.832128
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0        37813  validation    4.783616  0.839572
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0        37814  subtrain    4.501478  0.832131
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0        37814  validation     4.78359  0.839574
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0        37815  subtrain    4.501451  0.832131
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0        37815  validation    4.783564  0.839578
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0        37816  subtrain    4.501424  0.832132
   step_number    set_name  loss_value       auc
0        37816  validation    4.783537  0.839579
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0        37817  subtrain    4.501398  0.832134
   step_number    set_name  loss_value       auc
0        37817  validation    4.783512  0.839581
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0        37829  subtrain    4.501076  0.832161
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0        37829  validation    4.783195  0.839605
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0        37830  subtrain    4.501049  0.832163
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0        37830  validation    4.783169  0.839607
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0        37831  subtrain    4.501022  0.832166
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0        37831  validation    4.783143  0.839608
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0        37832  subtrain    4.500995  0.832168
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0        37832  validation    4.783116  0.839613
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0        37833  subtrain    4.500969  0.832172
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0        37833  validation     4.78309  0.839616
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0        37834  subtrain    4.500943  0.832175
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0        37834  validation    4.783065  0.839618
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0        37835  subtrain    4.500916  0.832177
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0        37836  subtrain    4.500889  0.832179
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0        37836  validation    4.783011  0.839624
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0        37837  subtrain    4.500862  0.832183
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0        37837  validation    4.782985  0.839625
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0        37838  subtrain    4.500834  0.832185
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0        37838  validation    4.782959  0.839628
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0        37839  subtrain    4.500808  0.832188
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0        37839  validation    4.782933  0.83963
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0        37840  subtrain    4.500781  0.832192
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0        37840  validation    4.782907  0.839634
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0        37841  subtrain    4.500755  0.832194
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0        37841  validation     4.78288  0.839638
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0        37842  subtrain    4.500728  0.832196
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0        37842  validation    4.782854  0.839638
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0        37843  subtrain    4.500701  0.832197
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0        37843  validation    4.782828  0.83964
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0        37844  subtrain    4.500674  0.832199
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0        37844  validation    4.782802  0.839642
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0        37845  subtrain    4.500647  0.8322
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0        37845  validation    4.782775  0.839647
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0        37846  subtrain     4.50062  0.832202
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0        37846  validation    4.782748  0.839649
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0        37847  subtrain    4.500594  0.832204
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0        37847  validation    4.782723  0.83965
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0        37848  subtrain    4.500567  0.832206
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0        37848  validation    4.782697  0.839653
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0        37849  subtrain    4.500541  0.832207
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0        37849  validation    4.782671  0.839655
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0        37850  subtrain    4.500515  0.832209
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0        37850  validation    4.782645  0.839656
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0        37851  subtrain    4.500487  0.832211
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0        37851  validation    4.782618  0.839658
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0        37852  subtrain     4.50046  0.832214
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0        37852  validation    4.782591  0.839659
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0        37853  subtrain    4.500433  0.832217
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0        37853  validation    4.782565  0.83966
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0        37854  subtrain    4.500407  0.832219
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0        37854  validation    4.782539  0.839662
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0        37855  subtrain    4.500381  0.832222
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0        37855  validation    4.782513  0.839664
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0        37856  subtrain    4.500354  0.832223
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0        37856  validation    4.782487  0.839665
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0        37857  subtrain    4.500327  0.832225
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0        37857  validation    4.782461  0.839666
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0        37858  subtrain    4.500299  0.832228
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0        37858  validation    4.782434  0.839668
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0        37859  subtrain    4.500273  0.83223
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0        37859  validation    4.782407  0.839671
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0        37860  subtrain    4.500246  0.832233
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0        37860  validation    4.782381  0.839673
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0        37861  subtrain    4.500219  0.832237
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0        37861  validation    4.782355  0.839676
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0        37862  subtrain    4.500192  0.832239
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0        37862  validation    4.782329  0.839678
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0        37863  subtrain    4.500166  0.832242
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0        37863  validation    4.782303  0.839679
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0        37864  subtrain    4.500139  0.832243
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0        37864  validation    4.782277  0.83968
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0        37865  subtrain    4.500112  0.832246
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0        37865  validation    4.782249  0.839681
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0        37866  subtrain    4.500086  0.832248
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0        37866  validation    4.782224  0.839684
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0        37867  subtrain    4.500059  0.832249
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0        37867  validation    4.782197  0.839685
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0        37868  subtrain    4.500032  0.832252
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0        37868  validation    4.782171  0.839687
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0        37869  subtrain    4.500004  0.832255
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0        37869  validation    4.782145  0.839689
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0        37870  subtrain    4.499978  0.832256
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0        37870  validation    4.782118  0.839692
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0        37871  subtrain    4.499951  0.832258
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0        37871  validation    4.782092  0.839693
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0        37872  subtrain    4.499925  0.832259
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0        37872  validation    4.782066  0.839696
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0        37873  subtrain    4.499898  0.832259
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0        37873  validation     4.78204  0.839697
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0        37874  subtrain    4.499872  0.83226
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0        37874  validation    4.782014  0.839697
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0        37875  subtrain    4.499845  0.832261
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0        37875  validation    4.781987  0.839698
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0        37876  subtrain    4.499819  0.832262
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0        37876  validation    4.781962  0.8397
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0        37877  subtrain    4.499792  0.832264
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0        37877  validation    4.781936  0.839702
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0        37878  subtrain    4.499764  0.832266
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0        37878  validation    4.781908  0.839704
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0        37879  subtrain    4.499738  0.832268
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0        37879  validation    4.781883  0.839706
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0        37880  subtrain    4.499712  0.83227
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0        37880  validation    4.781857  0.839708
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0        37881  subtrain    4.499684  0.832273
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0        37881  validation     4.78183  0.83971
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0        37882  subtrain    4.499658  0.832276
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0        37882  validation    4.781804  0.839712
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0        37883  subtrain    4.499631  0.832277
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0        37883  validation    4.781778  0.839716
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0        37884  subtrain    4.499604  0.832281
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0        37884  validation    4.781752  0.839719
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0        37885  subtrain    4.499578  0.832283
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0        37885  validation    4.781726  0.83972
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0        37886  subtrain     4.49955  0.832284
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0        37886  validation    4.781698  0.839723
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0        37887  subtrain    4.499524  0.832285
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0        37887  validation    4.781673  0.839724
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0        37888  subtrain    4.499498  0.832288
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0        37888  validation    4.781646  0.839726
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0        37889  subtrain    4.499472  0.832292
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0        37889  validation    4.781621  0.839727
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0        37890  subtrain    4.499444  0.832295
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0        37890  validation    4.781595  0.839729
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0        37891  subtrain    4.499418  0.832296
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0        37891  validation    4.781568  0.83973
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0        37892  subtrain     4.49939  0.832297
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0        37892  validation    4.781541  0.839733
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0        37893  validation    4.781516  0.839735
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0        37894  subtrain    4.499337  0.8323
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0        37894  validation    4.781489  0.839737
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0        37895  subtrain     4.49931  0.832302
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0        37895  validation    4.781463  0.839738
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0        37896  subtrain    4.499283  0.832304
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0        37896  validation    4.781437  0.839742
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0        37897  subtrain    4.499257  0.832306
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0        37897  validation     4.78141  0.839744
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0        37898  subtrain     4.49923  0.832309
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0        37898  validation    4.781385  0.839745
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0        37899  subtrain    4.499204  0.832311
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0        37899  validation    4.781359  0.839748
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0        37900  subtrain    4.499176  0.832312
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0        37900  validation    4.781332  0.83975
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0        37901  subtrain     4.49915  0.832313
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0        37901  validation    4.781306  0.839752
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0        37902  subtrain    4.499123  0.832315
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0        37902  validation    4.781279  0.839754
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0        37903  subtrain    4.499096  0.832316
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0        37903  validation    4.781253  0.839757
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0        37904  subtrain    4.499071  0.83232
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0        37904  validation    4.781229  0.839758
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0        37905  subtrain    4.499043  0.832322
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0        37905  validation    4.781201  0.83976
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0        37906  subtrain    4.499016  0.832324
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0        37906  validation    4.781175  0.83976
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0        37907  subtrain     4.49899  0.832326
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0        37907  validation    4.781149  0.839762
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0        37908  subtrain    4.498962  0.832328
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0        37908  validation    4.781122  0.839764
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0        37909  subtrain    4.498937  0.832329
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0        37909  validation    4.781096  0.839769
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0        37910  subtrain    4.498909  0.83233
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0        37910  validation    4.781069  0.839771
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0        37911  subtrain    4.498883  0.832331
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0        37911  validation    4.781044  0.839774
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0        37912  subtrain    4.498856  0.832334
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0        37912  validation    4.781017  0.839776
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0        37913  subtrain     4.49883  0.832336
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0        37913  validation    4.780992  0.839776
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0        37914  subtrain    4.498803  0.832338
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0        37914  validation    4.780965  0.839779
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0        37915  subtrain    4.498776  0.83234
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0        37915  validation    4.780939  0.83978
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0        37916  subtrain    4.498749  0.83234
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0        37916  validation    4.780913  0.839781
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0        37917  subtrain    4.498722  0.832342
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0        37917  validation    4.780886  0.839784
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0        37918  subtrain    4.498695  0.832345
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0        37918  validation    4.780859  0.839787
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0        37919  subtrain    4.498669  0.832348
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0        37919  validation    4.780834  0.83979
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0        37920  subtrain    4.498643  0.832351
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0        37920  validation    4.780809  0.839792
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0        37921  subtrain    4.498616  0.832352
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0        37921  validation    4.780782  0.839794
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0        37922  subtrain    4.498589  0.832356
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0        37922  validation    4.780755  0.839795
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0        37923  subtrain    4.498562  0.832358
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0        37923  validation    4.780729  0.839796
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0        37924  subtrain    4.498535  0.83236
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0        37924  validation    4.780702  0.8398
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0        37925  subtrain    4.498508  0.832363
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0        37925  validation    4.780676  0.8398
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0        37926  subtrain    4.498482  0.832366
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0        37926  validation    4.780651  0.839801
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0        37927  subtrain    4.498456  0.832368
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0        37927  validation    4.780625  0.839804
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0        37928  subtrain    4.498429  0.83237
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0        37928  validation    4.780599  0.839805
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0        37929  subtrain    4.498402  0.832373
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0        37929  validation    4.780572  0.839808
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0        37930  subtrain    4.498375  0.832373
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0        37930  validation    4.780546  0.839812
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0        37931  subtrain    4.498348  0.832379
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0        37931  validation    4.780519  0.839815
   step_number  set_name  loss_value      auc
0        37932  subtrain    4.498322  0.83238
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0        38073  subtrain    4.494566  0.832696
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0        38074  subtrain    4.494539  0.832699
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0        38075  subtrain    4.494514  0.832701
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0        38078  subtrain    4.494434  0.832713
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0        38078  validation     4.77668  0.840124
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0        38079  subtrain    4.494407  0.832716
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0        38080  subtrain    4.494381  0.832717
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0        38082  subtrain    4.494328  0.83272
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0        38082  validation    4.776577  0.840133
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0        38083  subtrain    4.494301  0.832722
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0        38083  validation     4.77655  0.840136
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0        38084  subtrain    4.494275  0.832724
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0        38085  subtrain    4.494248  0.832725
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0        38086  subtrain    4.494221  0.832728
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0        38087  subtrain    4.494195  0.832731
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0        38089  subtrain    4.494142  0.832736
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0        38092  subtrain    4.494062  0.832742
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0        38093  subtrain    4.494034  0.832744
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0        38094  subtrain    4.494008  0.832747
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0        38096  subtrain    4.493956  0.832751
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0        38096  validation    4.776212  0.840164
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0        38097  subtrain    4.493928  0.832755
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0        38098  subtrain    4.493902  0.832756
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0        38098  validation    4.776159  0.840167
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0        38099  subtrain    4.493876  0.832758
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0        38099  validation    4.776134  0.840168
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0        38100  subtrain    4.493849  0.832761
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0        38101  subtrain    4.493822  0.832763
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0        38103  subtrain    4.493769  0.832768
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0        38103  validation    4.776029  0.840176
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0        38104  subtrain    4.493743  0.832771
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0        38104  validation    4.776003  0.840177
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0        38105  subtrain    4.493716  0.832774
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0        38107  validation    4.775925  0.840188
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0        38109  subtrain     4.49361  0.832781
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0        38109  validation    4.775872  0.840195
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0        38110  subtrain    4.493583  0.832783
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0        38111  subtrain    4.493556  0.832784
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0        38111  validation    4.775821  0.840201
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0        38112  subtrain     4.49353  0.832788
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0        38113  subtrain    4.493504  0.832789
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0        38113  validation    4.775769  0.840208
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0        38114  subtrain    4.493478  0.832792
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0        38418  subtrain    4.485438  0.833457
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0        38419  validation     4.76784  0.84086
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0        38420  validation    4.767813  0.84086
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0        38421  validation    4.767787  0.840863
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0        38422  subtrain    4.485332  0.833465
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0        38422  validation    4.767762  0.840864
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0        38423  subtrain    4.485307  0.833467
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0        38423  validation    4.767737  0.840864
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0        38424  subtrain    4.485281  0.833468
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0        38425  validation    4.767684  0.840866
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0        38426  subtrain    4.485228  0.833474
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0        38426  validation    4.767659  0.840868
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0        38428  subtrain    4.485175  0.83348
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0        38429  subtrain    4.485148  0.833482
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0        38429  validation    4.767582  0.840873
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0        38430  subtrain    4.485122  0.833484
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0        38430  validation    4.767555  0.840876
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0        38431  subtrain    4.485096  0.833488
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0        38431  validation     4.76753  0.840879
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0        38432  subtrain     4.48507  0.833489
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0        38432  validation    4.767505  0.84088
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0        38433  subtrain    4.485044  0.833492
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0        38433  validation    4.767478  0.840882
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0        38434  subtrain    4.485016  0.833495
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0        38434  validation    4.767452  0.840884
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0        38435  subtrain     4.48499  0.833496
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0        38436  subtrain    4.484965  0.833497
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0        38436  validation    4.767402  0.840888
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0        38437  subtrain    4.484938  0.833498
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0        38437  validation    4.767375  0.840893
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0        38438  validation    4.767349  0.840895
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0        38439  subtrain    4.484886  0.8335
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0        38439  validation    4.767324  0.840897
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0        38440  subtrain    4.484859  0.833502
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0        38440  validation    4.767298  0.840898
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0        38442  validation    4.767247  0.840902
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0        38443  validation    4.767221  0.840904
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0        38444  subtrain    4.484754  0.833505
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0        38444  validation    4.767195  0.840908
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0        38445  subtrain    4.484727  0.833508
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0        38445  validation    4.767169  0.840909
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0        38446  subtrain    4.484702  0.83351
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0        38446  validation    4.767143  0.840911
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0        38447  subtrain    4.484675  0.833512
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0        38447  validation    4.767118  0.840915
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0        38448  subtrain    4.484649  0.833513
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0        38448  validation    4.767092  0.840917
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0        38449  subtrain    4.484622  0.833516
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0        38449  validation    4.767066  0.840919
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0        38450  subtrain    4.484596  0.833518
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0        38450  validation     4.76704  0.84092
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0        38451  subtrain    4.484569  0.833519
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0        38451  validation    4.767015  0.840921
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0        38452  validation    4.766988  0.840921
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0        38453  subtrain    4.484516  0.833523
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0        38453  validation    4.766963  0.840923
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0        38454  subtrain     4.48449  0.833525
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0        38454  validation    4.766937  0.840926
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0        38455  validation    4.766912  0.840928
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0        38456  subtrain    4.484439  0.833527
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0        38456  validation    4.766886  0.840931
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0        38458  validation    4.766834  0.840935
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0        38460  subtrain    4.484333  0.833532
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0        38462  validation     4.76673  0.840944
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0        38463  validation    4.766705  0.840946
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0        38464  subtrain    4.484227  0.833539
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0        38464  validation    4.766679  0.840949
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0        38465  subtrain      4.4842  0.833541
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0        38465  validation    4.766653  0.84095
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0        38466  validation    4.766627  0.840952
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0        38467  validation    4.766603  0.840956
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0        38468  subtrain    4.484122  0.833548
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0        38468  validation    4.766577  0.840957
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0        38469  subtrain    4.484096  0.833549
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0        38469  validation    4.766551  0.84096
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0        38470  subtrain    4.484069  0.83355
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0        38470  validation    4.766525  0.840962
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0        38471  subtrain    4.484044  0.833553
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0        38471  validation    4.766499  0.840964
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0        38472  subtrain    4.484017  0.833555
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0        38472  validation    4.766473  0.840966
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0        38473  subtrain    4.483992  0.833557
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0        38473  validation    4.766448  0.840967
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0        38474  subtrain    4.483965  0.833559
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0        38474  validation    4.766423  0.84097
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0        38475  subtrain    4.483938  0.833562
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0        38475  validation    4.766395  0.840971
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0        38476  subtrain    4.483912  0.833564
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0        38476  validation     4.76637  0.840974
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0        38477  subtrain    4.483886  0.833566
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0        38477  validation    4.766345  0.840978
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0        38478  subtrain     4.48386  0.833568
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0        38478  validation    4.766319  0.840982
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0        38479  subtrain    4.483831  0.833571
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0        38479  validation    4.766292  0.840983
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0        38480  subtrain    4.483806  0.833572
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0        38480  validation    4.766267  0.840987
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0        38481  subtrain    4.483782  0.833574
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0        38481  validation    4.766242  0.840988
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0        38482  validation    4.766216  0.84099
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0        38483  subtrain    4.483727  0.833578
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0        38483  validation     4.76619  0.840993
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0        38484  subtrain    4.483702  0.833579
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0        38484  validation    4.766165  0.840996
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0        38485  subtrain    4.483675  0.833581
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0        38485  validation    4.766139  0.840999
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0        38486  subtrain    4.483648  0.833584
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0        38486  validation    4.766112  0.841001
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0        38487  subtrain    4.483623  0.833586
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0        38487  validation    4.766088  0.841002
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0        38488  subtrain    4.483597  0.833587
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0        38488  validation    4.766063  0.841005
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0        38489  subtrain     4.48357  0.833589
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0        38489  validation    4.766036  0.841005
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0        38490  subtrain    4.483543  0.833593
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0        38490  validation     4.76601  0.841007
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0        38491  subtrain    4.483517  0.833596
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0        38491  validation    4.765984  0.841009
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0        38492  validation    4.765958  0.841009
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0        38493  subtrain    4.483465  0.833599
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0        38493  validation    4.765933  0.841011
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0        38494  validation    4.765906  0.841013
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0        38495  subtrain    4.483412  0.833602
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0        38495  validation    4.765881  0.841016
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0        38496  subtrain    4.483386  0.833606
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0        38496  validation    4.765855  0.841017
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0        38497  subtrain     4.48336  0.833608
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0        38497  validation     4.76583  0.84102
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0        38498  subtrain    4.483333  0.83361
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0        38498  validation    4.765804  0.841022
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0        38499  subtrain    4.483307  0.833612
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0        38499  validation    4.765779  0.841023
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0        38500  subtrain    4.483281  0.833614
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0        38500  validation    4.765753  0.841027
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0        38501  validation    4.765728  0.841029
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0        38502  subtrain    4.483229  0.833621
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0        38502  validation    4.765702  0.841031
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0        38503  subtrain    4.483202  0.833624
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0        38503  validation    4.765676  0.841032
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0        38504  subtrain    4.483176  0.833626
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0        38504  validation    4.765649  0.841034
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0        38513  validation    4.765419  0.841052
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0        38514  subtrain    4.482913  0.83365
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0        38516  subtrain     4.48286  0.833654
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0        38516  validation     4.76534  0.841058
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0        38517  subtrain    4.482834  0.833656
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0        38517  validation    4.765315  0.841059
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0        38518  subtrain    4.482808  0.833658
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0        38518  validation    4.765289  0.841061
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0        38519  subtrain    4.482781  0.83366
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0        38519  validation    4.765263  0.841061
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0        38520  subtrain    4.482755  0.833661
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0        38520  validation    4.765238  0.841064
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0        38521  subtrain    4.482728  0.833663
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0        38521  validation    4.765212  0.841065
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0        38522  subtrain    4.482703  0.833663
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0        38522  validation    4.765186  0.841068
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0        38523  subtrain    4.482677  0.833666
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0        38523  validation     4.76516  0.841069
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0        38524  subtrain     4.48265  0.83367
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0        38524  validation    4.765135  0.841071
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0        38525  subtrain    4.482624  0.833671
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0        38525  validation    4.765109  0.841072
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0        38526  subtrain    4.482597  0.833675
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0        38526  validation    4.765083  0.841073
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0        38527  subtrain    4.482571  0.833678
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0        38527  validation    4.765058  0.841076
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0        38528  subtrain    4.482546  0.833679
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0        38528  validation    4.765032  0.841079
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0        38529  subtrain    4.482518  0.83368
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0        38529  validation    4.765006  0.84108
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0        38530  subtrain    4.482493  0.833684
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0        38530  validation    4.764981  0.841081
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0        38531  subtrain    4.482465  0.833687
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0        38531  validation    4.764954  0.841084
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0        38532  subtrain     4.48244  0.833689
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0        38532  validation    4.764929  0.841085
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0        38533  subtrain    4.482414  0.833692
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0        38533  validation    4.764904  0.841086
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0        38534  subtrain    4.482388  0.833694
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0        38534  validation    4.764878  0.841089
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0        38535  subtrain    4.482362  0.833696
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0        38535  validation    4.764853  0.841092
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0        38536  subtrain    4.482335  0.833697
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0        38536  validation    4.764827  0.841095
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0        38537  subtrain    4.482308  0.8337
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0        38537  validation    4.764801  0.841098
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0        38538  subtrain    4.482283  0.833701
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0        38538  validation    4.764775  0.8411
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0        38539  subtrain    4.482256  0.833703
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0        38539  validation    4.764749  0.841103
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0        38540  subtrain    4.482231  0.833704
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0        38540  validation    4.764724  0.841105
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0        38541  subtrain    4.482204  0.833706
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0        38541  validation    4.764698  0.841105
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0        38542  subtrain    4.482177  0.833708
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0        38542  validation    4.764672  0.841107
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0        38543  subtrain    4.482151  0.833709
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0        38543  validation    4.764647  0.841108
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0        38544  subtrain    4.482125  0.833709
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0        38544  validation     4.76462  0.84111
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0        38545  subtrain    4.482099  0.833712
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0        38545  validation    4.764595  0.84111
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0        38546  subtrain    4.482073  0.833713
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0        38546  validation     4.76457  0.841111
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0        38547  subtrain    4.482047  0.833715
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0        38547  validation    4.764544  0.841113
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0        38548  subtrain     4.48202  0.833717
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0        38548  validation    4.764518  0.841115
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0        38549  subtrain    4.481994  0.83372
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0        38549  validation    4.764492  0.841117
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0        38550  subtrain    4.481968  0.833722
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0        38550  validation    4.764467  0.84112
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0        38551  subtrain    4.481941  0.833723
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0        38551  validation     4.76444  0.841122
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0        38552  subtrain    4.481915  0.833728
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0        38552  validation    4.764415  0.841126
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0        38553  subtrain    4.481889  0.833729
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0        38553  validation     4.76439  0.841128
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0        38554  subtrain    4.481863  0.833732
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0        38554  validation    4.764364  0.841129
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0        38555  subtrain    4.481837  0.833733
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0        38555  validation    4.764338  0.841131
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0        38556  subtrain    4.481809  0.833735
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0        38556  validation    4.764312  0.841132
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0        38557  subtrain    4.481784  0.833737
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0        38557  validation    4.764287  0.841133
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0        38558  subtrain    4.481758  0.83374
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0        38558  validation    4.764261  0.841136
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0        38559  subtrain    4.481731  0.833741
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0        38559  validation    4.764236  0.841138
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0        38560  subtrain    4.481706  0.833742
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0        38560  validation     4.76421  0.84114
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0        38561  subtrain    4.481679  0.833744
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0        38561  validation    4.764183  0.841142
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0        38562  subtrain    4.481653  0.833746
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0        38562  validation    4.764159  0.841143
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0        38563  subtrain    4.481627  0.833748
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0        38563  validation    4.764133  0.841145
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0        38564  subtrain    4.481601  0.833748
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0        38564  validation    4.764108  0.841148
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0        38565  subtrain    4.481574  0.83375
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0        38565  validation    4.764081  0.841152
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0        38566  subtrain    4.481548  0.833753
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0        38566  validation    4.764055  0.841155
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0        38567  subtrain     4.48152  0.833755
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0        38567  validation    4.764029  0.841157
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0        38568  subtrain    4.481494  0.833756
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0        38568  validation    4.764004  0.841158
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0        38569  subtrain    4.481469  0.83376
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0        38569  validation    4.763978  0.841158
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0        38570  subtrain    4.481443  0.833761
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0        38570  validation    4.763953  0.84116
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0        38571  subtrain    4.481417  0.833764
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0        38571  validation    4.763928  0.841162
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0        38572  subtrain     4.48139  0.833764
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0        38572  validation    4.763902  0.841164
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0        38573  subtrain    4.481364  0.833765
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0        38573  validation    4.763876  0.841166
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0        38574  subtrain    4.481338  0.833768
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0        38574  validation     4.76385  0.841168
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0        38575  subtrain     4.48131  0.833771
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0        38575  validation    4.763824  0.841172
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0        38576  subtrain    4.481286  0.833773
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0        38576  validation    4.763798  0.841173
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0        38577  subtrain    4.481259  0.833775
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0        38577  validation    4.763773  0.841176
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0        38578  subtrain    4.481234  0.833778
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0        38578  validation    4.763748  0.841178
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0        38579  subtrain    4.481206  0.833781
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0        38579  validation    4.763721  0.841181
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0        38580  subtrain    4.481181  0.833785
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0        38580  validation    4.763696  0.841184
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0        38581  subtrain    4.481154  0.833787
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0        38581  validation    4.763671  0.841186
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0        38582  subtrain    4.481128  0.83379
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0        38582  validation    4.763645  0.841187
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0        38583  subtrain    4.481102  0.833792
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0        38583  validation    4.763619  0.841188
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0        38584  subtrain    4.481075  0.833795
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0        38584  validation    4.763594  0.841189
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0        38585  subtrain    4.481049  0.833798
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0        38585  validation    4.763568  0.841191
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0        38586  subtrain    4.481023  0.833801
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0        38586  validation    4.763542  0.841192
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0        38587  subtrain    4.480997  0.833804
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0        38587  validation    4.763516  0.841195
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0        38588  subtrain    4.480971  0.833806
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0        38588  validation    4.763491  0.841197
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0        38589  subtrain    4.480945  0.833807
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0        38589  validation    4.763465  0.841198
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0        38590  subtrain    4.480919  0.833809
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0        38590  validation     4.76344  0.841199
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0        38591  subtrain    4.480892  0.833813
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0        38591  validation    4.763414  0.841201
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0        38592  subtrain    4.480866  0.833814
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0        38592  validation    4.763389  0.841202
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0        38593  subtrain     4.48084  0.833817
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0        38593  validation    4.763363  0.841203
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0        38594  subtrain    4.480814  0.83382
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0        38594  validation    4.763337  0.841205
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0        38595  subtrain    4.480787  0.833823
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0        38595  validation    4.763311  0.841209
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0        38596  subtrain    4.480762  0.833827
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0        38596  validation    4.763286  0.841211
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0        38597  subtrain    4.480735  0.833831
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0        38597  validation     4.76326  0.841213
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0        38598  subtrain    4.480709  0.833832
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0        38598  validation    4.763234  0.841216
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0        38599  subtrain    4.480681  0.833836
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0        38599  validation    4.763208  0.841219
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0        38600  subtrain    4.480656  0.833837
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0        38600  validation    4.763183  0.84122
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0        38601  subtrain     4.48063  0.833841
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0        38601  validation    4.763157  0.841223
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0        38602  subtrain    4.480604  0.833841
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0        38602  validation    4.763132  0.841226
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0        38603  subtrain    4.480578  0.833843
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0        38603  validation    4.763106  0.841228
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0        38604  subtrain    4.480551  0.833844
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0        38604  validation    4.763081  0.841231
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0        38605  subtrain    4.480525  0.833847
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0        38605  validation    4.763055  0.841232
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0        38606  subtrain      4.4805  0.833849
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0        38606  validation     4.76303  0.841235
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0        38607  subtrain    4.480474  0.83385
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0        38607  validation    4.763004  0.841237
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0        38608  subtrain    4.480447  0.833851
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0        38608  validation    4.762979  0.84124
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0        38609  subtrain     4.48042  0.833853
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0        38609  validation    4.762951  0.841242
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0        38610  subtrain    4.480393  0.833856
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0        38610  validation    4.762926  0.841244
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0        38611  subtrain    4.480367  0.833858
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0        38611  validation      4.7629  0.841245
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0        38612  subtrain    4.480341  0.83386
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0        38612  validation    4.762875  0.841248
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0        38613  subtrain    4.480316  0.83386
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0        38613  validation     4.76285  0.841251
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0        38614  subtrain    4.480289  0.833863
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0        38614  validation    4.762824  0.841252
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0        38615  subtrain    4.480263  0.833864
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0        38615  validation    4.762798  0.841256
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0        38616  subtrain    4.480237  0.833867
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0        38616  validation    4.762772  0.841258
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0        38617  subtrain    4.480211  0.83387
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0        38617  validation    4.762747  0.841262
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0        38618  subtrain    4.480184  0.833872
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0        38618  validation    4.762721  0.841265
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0        38680  subtrain    4.478562  0.834005
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0        38770  subtrain    4.476212  0.834195
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0        38775  subtrain    4.476082  0.834208
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0        38780  subtrain    4.475952  0.834216
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0        38789  validation     4.75835  0.841611
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0        38791  subtrain    4.475665  0.834237
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0        38794  subtrain    4.475587  0.834244
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0        38794  validation    4.758224  0.841617
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0        38795  validation    4.758197  0.84162
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0        38813  subtrain    4.475092  0.83428
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0        38813  validation    4.757739  0.841661
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0        38814  validation    4.757713  0.841665
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0        38815  subtrain     4.47504  0.834283
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0        38815  validation    4.757688  0.841668
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0        38816  validation    4.757662  0.841668
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0        38817  validation    4.757637  0.841671
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0        38818  validation    4.757613  0.841672
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0        38819  validation    4.757587  0.841675
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0        38820  validation    4.757562  0.841676
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0        38821  validation    4.757535  0.841678
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0        38822  validation    4.757509  0.84168
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0        38823  validation    4.757484  0.841681
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0        38824  validation    4.757459  0.841684
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0        38825  validation    4.757433  0.841687
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0        38826  validation    4.757408  0.841688
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0        38827  subtrain    4.474728  0.834308
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0        38827  validation    4.757383  0.84169
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0        38828  validation    4.757358  0.841693
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0        38829  validation    4.757332  0.841695
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0        38830  validation    4.757306  0.841696
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0        38831  subtrain    4.474623  0.834317
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0        38831  validation    4.757281  0.841698
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0        38832  subtrain    4.474597  0.834318
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0        38832  validation    4.757256  0.8417
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0        38833  validation     4.75723  0.841701
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0        38834  subtrain    4.474545  0.834322
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0        38834  validation    4.757205  0.841703
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0        38835  subtrain    4.474519  0.834323
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0        38835  validation    4.757179  0.841706
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0        38836  subtrain    4.474493  0.834325
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0        38836  validation    4.757153  0.841707
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0        38837  validation    4.757128  0.84171
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0        38838  validation    4.757102  0.841712
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0        38839  validation    4.757077  0.841714
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0        38840  validation    4.757051  0.841715
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0        38842  validation    4.757001  0.841716
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0        38843  validation    4.756976  0.84172
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0        38844  validation    4.756949  0.84172
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0        38845  subtrain    4.474258  0.834346
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0        38845  validation    4.756924  0.841722
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0        38904  subtrain    4.472723  0.834467
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0        38913  validation    4.755195  0.841847
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0        38914  subtrain    4.472463  0.834494
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0        38914  validation    4.755169  0.841848
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0        38915  validation    4.755144  0.84185
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0        38916  subtrain    4.472412  0.834499
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0        38920  validation    4.755016  0.84186
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0        38921  validation    4.754992  0.841863
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0        38923  validation     4.75494  0.841867
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0        38925  validation     4.75489  0.841869
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0        38926  validation    4.754864  0.841872
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0        38927  validation    4.754838  0.841876
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0        38928  validation    4.754813  0.841877
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0        38929  subtrain    4.472074  0.834523
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0        38929  validation    4.754787  0.84188
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0        38930  subtrain    4.472047  0.834524
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0        38930  validation    4.754762  0.841882
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0        38931  subtrain    4.472022  0.834525
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0        38931  validation    4.754737  0.841885
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0        38933  validation    4.754685  0.841888
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0        38934  validation    4.754661  0.84189
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0        38935  validation    4.754635  0.841892
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0        38936  validation    4.754611  0.841893
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0        38937  validation    4.754583  0.841895
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0        38938  validation     4.75456  0.841898
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0        38939  validation    4.754535  0.8419
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0        38940  validation    4.754508  0.8419
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0        38941  validation    4.754483  0.841903
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0        38942  validation    4.754457  0.841904
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0        38943  validation    4.754432  0.841906
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0        38944  validation    4.754406  0.841907
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0        38945  validation    4.754381  0.841909
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0        38946  validation    4.754356  0.841912
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0        38947  validation    4.754331  0.841913
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0        38948  validation    4.754304  0.841916
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0        38949  validation     4.75428  0.841921
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0        38950  validation    4.754254  0.841924
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0        38952  validation    4.754203  0.841928
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0        38953  validation    4.754178  0.841932
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0        38955  validation    4.754128  0.841935
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0        38956  validation    4.754103  0.841938
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0        38957  validation    4.754075  0.841939
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0        40513  subtrain    4.431735  0.837706
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0        40713  subtrain    4.426758  0.838093
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0        40715  subtrain    4.426708  0.838096
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0        40721  validation    4.710357  0.845464
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0        40722  subtrain    4.426534  0.838112
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0        40727  validation    4.710212  0.845475
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0        40730  validation    4.710139  0.845483
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0        40731  validation    4.710115  0.845484
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0        40732  subtrain    4.426286  0.838127
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0        40732  validation     4.71009  0.845486
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0        40733  validation    4.710066  0.845488
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0        40734  subtrain    4.426237  0.83813
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0        40737  validation     4.70997  0.845494
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0        40738  validation    4.709945  0.845494
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0        40739  validation    4.709921  0.845497
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0        40740  subtrain    4.426088  0.838139
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0        40743  validation    4.709824  0.845507
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0        40744  validation      4.7098  0.845508
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0        40745  validation    4.709776  0.845509
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0        40749  validation    4.709679  0.845512
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0        40750  validation    4.709655  0.845514
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0        40751  validation    4.709631  0.845517
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0        40752  validation    4.709607  0.845518
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0        40753  validation    4.709582  0.845522
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0        40754  validation    4.709559  0.845524
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0        40755  validation    4.709534  0.845526
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0        40764  validation    4.709317  0.845543
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0        40765  validation    4.709293  0.845545
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0        40766  validation    4.709269  0.845548
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0        40768  validation     4.70922  0.845552
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0        40769  validation    4.709195  0.845554
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0        40770  validation    4.709172  0.845558
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0        40913  subtrain    4.421805  0.838473
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0        40915  subtrain    4.421757  0.838478
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0        40916  subtrain    4.421731  0.838479
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0        40921  validation    4.705532  0.845823
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0        40922  subtrain    4.421584  0.838494
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0        40922  validation    4.705509  0.845823
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0        40923  subtrain    4.421558  0.838497
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0        40923  validation    4.705484  0.845826
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0        40924  validation     4.70546  0.845828
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0        40925  subtrain    4.421509  0.838499
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0        40925  validation    4.705436  0.845831
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0        40927  validation    4.705388  0.845838
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0        40928  subtrain    4.421436  0.838504
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0        40928  validation    4.705365  0.84584
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0        40929  subtrain    4.421412  0.838506
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0        40931  subtrain    4.421362  0.838512
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0        40931  validation    4.705292  0.845847
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0        40932  subtrain    4.421337  0.838512
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0        40932  validation    4.705268  0.845848
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0        40933  subtrain    4.421311  0.838514
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0        40933  validation    4.705243  0.845848
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0        40934  subtrain    4.421288  0.838517
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0        40935  subtrain    4.421263  0.838519
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0        40935  validation    4.705195  0.845852
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0        40936  subtrain    4.421237  0.838521
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0        40936  validation    4.705171  0.845852
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0        40937  subtrain    4.421213  0.838522
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0        40937  validation    4.705148  0.845853
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0        40938  subtrain    4.421189  0.838525
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0        40938  validation    4.705124  0.845855
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0        40939  subtrain    4.421164  0.838526
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0        40939  validation    4.705099  0.845856
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0        40940  subtrain     4.42114  0.838528
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0        40940  validation    4.705076  0.845858
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0        40941  validation    4.705051  0.84586
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0        40942  subtrain     4.42109  0.838533
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0        40942  validation    4.705028  0.845861
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0        40943  subtrain    4.421064  0.838535
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0        40943  validation    4.705003  0.845865
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0        40944  subtrain     4.42104  0.838536
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0        40944  validation    4.704978  0.845868
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0        40945  subtrain    4.421015  0.838538
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0        40945  validation    4.704954  0.84587
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0        40946  subtrain    4.420991  0.838539
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0        40946  validation    4.704931  0.845872
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0        40947  subtrain    4.420967  0.83854
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0        40947  validation    4.704907  0.845874
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0        40948  subtrain    4.420942  0.838542
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0        40948  validation    4.704884  0.845877
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0        40949  subtrain    4.420917  0.838544
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0        40949  validation    4.704859  0.845878
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0        40950  subtrain    4.420893  0.838544
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0        40950  validation    4.704835  0.845878
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0        40952  subtrain    4.420843  0.838547
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0        40953  subtrain    4.420818  0.838548
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0        40953  validation    4.704763  0.845884
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0        40954  validation     4.70474  0.845887
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0        40955  subtrain     4.42077  0.838553
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0        40955  validation    4.704715  0.845887
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0        40957  validation    4.704667  0.845892
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0        40958  validation    4.704643  0.845892
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0        40959  validation    4.704618  0.845895
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0        40960  validation    4.704595  0.845895
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0        40961  validation     4.70457  0.845897
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0        40962  subtrain    4.420597  0.838564
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0        40962  validation    4.704546  0.845898
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0        40963  subtrain    4.420571  0.838567
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0        40963  validation    4.704522  0.845901
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0        40964  subtrain    4.420547  0.838568
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0        40964  validation    4.704498  0.845902
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0        40965  subtrain    4.420523  0.838571
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0        40965  validation    4.704475  0.845903
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0        40966  subtrain    4.420498  0.838574
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0        40966  validation    4.704451  0.845904
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0        40967  subtrain    4.420474  0.838578
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0        40967  validation    4.704427  0.845905
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0        40968  subtrain    4.420448  0.838581
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0        40968  validation    4.704402  0.845908
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0        40969  subtrain    4.420423  0.838583
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0        40969  validation    4.704378  0.84591
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0        40970  subtrain      4.4204  0.838584
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0        40970  validation    4.704354  0.845912
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0        40971  subtrain    4.420374  0.838585
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0        40971  validation     4.70433  0.845914
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0        40972  validation    4.704307  0.845915
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0        40973  validation    4.704283  0.845916
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0        40974  validation    4.704258  0.84592
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0        40975  validation    4.704235  0.84592
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0        40976  validation     4.70421  0.84592
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0        40977  subtrain    4.420226  0.838601
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0        40977  validation    4.704185  0.845922
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0        40978  subtrain    4.420202  0.838602
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0        40978  validation    4.704162  0.845924
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0        40979  subtrain    4.420177  0.838601
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0        40979  validation    4.704138  0.845927
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0        40980  subtrain    4.420153  0.838602
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0        40980  validation    4.704115  0.845928
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0        40981  subtrain    4.420128  0.838604
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0        40981  validation    4.704091  0.84593
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0        40982  subtrain    4.420103  0.838605
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0        40982  validation    4.704067  0.845932
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0        40983  subtrain    4.420079  0.838606
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0        40983  validation    4.704042  0.845934
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0        40984  subtrain    4.420054  0.838608
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0        40984  validation    4.704019  0.84594
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0        40985  validation    4.703994  0.845942
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0        40986  validation     4.70397  0.845944
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0        40987  subtrain    4.419981  0.838615
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0        40987  validation    4.703946  0.845946
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0        40988  subtrain    4.419955  0.838617
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0        40988  validation    4.703922  0.845947
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0        40989  subtrain    4.419931  0.838618
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0        40989  validation    4.703898  0.84595
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0        40990  validation    4.703875  0.845955
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0        40991  subtrain    4.419882  0.838624
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0        40991  validation     4.70385  0.845957
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0        40992  validation    4.703826  0.84596
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0        40993  subtrain    4.419833  0.838626
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0        40993  validation    4.703803  0.845961
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0        40994  subtrain    4.419808  0.838628
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0        40994  validation    4.703778  0.845961
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0        40995  subtrain    4.419783  0.838629
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0        40995  validation    4.703754  0.845963
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0        40996  validation     4.70373  0.845964
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0        40997  validation    4.703706  0.845968
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0        40998  subtrain    4.419709  0.838634
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0        40998  validation    4.703682  0.84597
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0        40999  subtrain    4.419684  0.838636
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0        47067  subtrain    4.280826  0.848761
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0        47068  subtrain    4.280804  0.848762
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0        47069  subtrain    4.280782  0.848762
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0        47070  subtrain    4.280762  0.848764
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0        47072  subtrain     4.28072  0.848767
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0        47073  subtrain    4.280698  0.848767
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0        47074  subtrain    4.280675  0.848768
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0        47075  subtrain    4.280655  0.848769
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0        47075  validation    4.568244  0.855748
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0        47076  subtrain    4.280634  0.848772
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0        47076  validation    4.568223  0.855749
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0        47077  subtrain    4.280613  0.848773
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0        47077  validation    4.568202  0.855751
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0        47078  subtrain    4.280591  0.848775
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0        47078  validation     4.56818  0.855753
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0        47079  subtrain     4.28057  0.848776
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0        47079  validation     4.56816  0.855756
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0        47080  subtrain    4.280548  0.848778
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0        47080  validation    4.568138  0.855758
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0        47081  subtrain    4.280527  0.848779
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0        47081  validation    4.568118  0.855761
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0        47082  subtrain    4.280506  0.84878
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0        47082  validation    4.568098  0.855763
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0        47083  subtrain    4.280484  0.848782
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0        47083  validation    4.568076  0.855764
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0        47084  subtrain    4.280463  0.848783
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0        47084  validation    4.568055  0.855764
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0        47085  subtrain    4.280443  0.848784
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0        47085  validation    4.568036  0.855764
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0        47086  subtrain    4.280421  0.848788
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0        47086  validation    4.568014  0.855766
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0        47087  subtrain    4.280398  0.848789
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0        47087  validation    4.567992  0.855766
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0        47088  subtrain    4.280376  0.848791
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0        47088  validation    4.567971  0.855766
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0        47089  subtrain    4.280357  0.848793
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0        47089  validation    4.567952  0.855767
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0        47090  subtrain    4.280335  0.848794
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0        47090  validation     4.56793  0.855767
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0        47091  subtrain    4.280313  0.848794
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0        47091  validation    4.567909  0.855769
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0        47092  subtrain    4.280292  0.848795
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0        47092  validation    4.567889  0.85577
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0        47093  subtrain     4.28027  0.848796
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0        47093  validation    4.567868  0.855772
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0        47094  subtrain    4.280249  0.848798
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0        47094  validation    4.567847  0.855772
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0        47095  subtrain    4.280227  0.848798
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0        47095  validation    4.567825  0.855773
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0        47096  subtrain    4.280207  0.848799
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0        47096  validation    4.567806  0.855774
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0        47097  subtrain    4.280186  0.848802
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0        47097  validation    4.567785  0.855776
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0        47098  subtrain    4.280164  0.848803
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0        47098  validation    4.567764  0.855777
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0        47099  subtrain    4.280143  0.848805
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0        47099  validation    4.567744  0.855778
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0        47100  subtrain    4.280121  0.848805
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0        47100  validation    4.567722  0.855779
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0        47101  subtrain      4.2801  0.848805
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0        47101  validation    4.567702  0.855782
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0        47102  validation    4.567682  0.855783
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0        47103  validation    4.567659  0.855784
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0        47104  subtrain    4.280036  0.848811
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0        47104  validation     4.56764  0.855786
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0        47105  subtrain    4.280015  0.848812
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0        47105  validation    4.567619  0.855787
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0        47107  validation    4.567577  0.855789
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0        47108  subtrain    4.279951  0.848816
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0        47108  validation    4.567556  0.855791
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0        47109  validation    4.567536  0.855792
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0        47110  subtrain    4.279909  0.848817
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0        47110  validation    4.567515  0.855794
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0        47111  subtrain    4.279886  0.848819
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0        47111  validation    4.567494  0.855793
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0        47112  validation    4.567473  0.855795
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0        47113  subtrain    4.279845  0.848822
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0        47113  validation    4.567453  0.855796
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0        47114  validation    4.567433  0.855798
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0        47116  validation     4.56739  0.855801
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0        47117  validation    4.567369  0.855803
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0        47118  validation    4.567349  0.855804
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0        47120  validation    4.567307  0.855806
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0        47121  validation    4.567286  0.85581
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0        47122  validation    4.567266  0.855811
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0        47123  validation    4.567245  0.855811
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0        47124  validation    4.567223  0.855813
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0        47128  validation    4.567142  0.85582
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0        47137  validation    4.566952  0.85584
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0        47138  validation    4.566933  0.85584
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0        47139  validation    4.566912  0.855842
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0        47140  validation    4.566891  0.855843
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0        47143  validation     4.56683  0.855848
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0        47146  validation    4.566767  0.855851
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0        47151  validation    4.566662  0.855859
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0        47153  validation    4.566621  0.855861
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0        47191  validation    4.565832  0.855912
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0        47432  subtrain    4.273063  0.849269
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0        47433  subtrain    4.273042  0.84927
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0        47437  subtrain    4.272957  0.849276
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0        47439  validation    4.560697  0.856256
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0        47440  subtrain    4.272894  0.849279
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0        47440  validation    4.560678  0.856257
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0        47442  subtrain    4.272852  0.849281
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0        47864  subtrain     4.26396  0.849848
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0        47865  validation    4.551945  0.856815
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0        47870  subtrain    4.263834  0.849854
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0        47877  subtrain    4.263688  0.849862
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0        47877  validation      4.5517  0.856832
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0        47879  validation    4.551661  0.856835
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0        47880  subtrain    4.263625  0.849864
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0        47880  validation    4.551639  0.856837
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0        47885  validation    4.551536  0.856844
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0        47886  validation    4.551516  0.856846
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0        47888  validation    4.551476  0.856848
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0        47889  subtrain    4.263436  0.849875
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0        47889  validation    4.551455  0.856849
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0        47890  subtrain    4.263415  0.849876
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0        47890  validation    4.551435  0.85685
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0        47891  subtrain    4.263393  0.849877
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0        47891  validation    4.551414  0.856851
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0        47892  subtrain    4.263373  0.849879
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0        47892  validation    4.551394  0.856852
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0        47893  validation    4.551373  0.856854
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0        47894  subtrain    4.263331  0.849882
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0        47894  validation    4.551353  0.856856
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0        47895  subtrain     4.26331  0.849885
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0        47895  validation    4.551333  0.856857
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0        47896  validation    4.551311  0.856856
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0        47897  validation    4.551291  0.856857
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0        47899  subtrain    4.263227  0.849891
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0        47899  validation    4.551251  0.856859
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0        47901  subtrain    4.263184  0.849894
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0        47901  validation    4.551209  0.856864
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0        47902  validation    4.551188  0.856865
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0        47903  validation    4.551169  0.856866
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0        47904  subtrain    4.263121  0.8499
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0        47904  validation    4.551147  0.856868
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0        47905  validation    4.551128  0.85687
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0        47906  validation    4.551107  0.856871
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0        47907  validation    4.551086  0.856873
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0        47908  validation    4.551065  0.856874
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0        47909  validation    4.551046  0.856875
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0        47910  subtrain    4.262995  0.849907
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0        47910  validation    4.551025  0.856875
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0        47911  validation    4.551005  0.856877
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0        47912  subtrain    4.262954  0.849909
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0        47912  validation    4.550985  0.856878
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0        47913  subtrain    4.262933  0.849909
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0        47913  validation    4.550965  0.856879
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0        47914  subtrain    4.262911  0.849911
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0        47914  validation    4.550943  0.85688
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0        47915  subtrain    4.262891  0.849914
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0        47915  validation    4.550923  0.85688
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0        47916  subtrain     4.26287  0.849916
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0        47916  validation    4.550903  0.85688
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0        47917  subtrain    4.262849  0.849917
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0        47917  validation    4.550883  0.856881
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0        47918  subtrain    4.262828  0.849918
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0        47918  validation    4.550862  0.856881
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0        47919  subtrain    4.262807  0.849918
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0        47919  validation    4.550842  0.856883
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0        47920  subtrain    4.262787  0.84992
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0        47920  validation    4.550822  0.856884
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0        47921  subtrain    4.262765  0.849921
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0        47921  validation      4.5508  0.856885
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0        47922  subtrain    4.262744  0.849923
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0        47922  validation    4.550781  0.856892
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0        47923  subtrain    4.262723  0.849923
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0        47923  validation    4.550761  0.856893
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0        47924  validation     4.55074  0.856895
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0        47925  subtrain    4.262681  0.849926
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0        47925  validation    4.550719  0.856896
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0        47926  validation    4.550699  0.856896
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0        47927  validation    4.550679  0.856898
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0        47928  validation    4.550658  0.8569
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0        47929  validation    4.550638  0.856903
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0        47930  subtrain    4.262578  0.849934
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0        47930  validation    4.550619  0.856905
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0        47931  subtrain    4.262556  0.849936
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0        47931  validation    4.550597  0.856906
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0        47932  subtrain    4.262536  0.849938
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0        47932  validation    4.550577  0.856907
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0        47933  subtrain    4.262514  0.84994
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0        47933  validation    4.550556  0.856908
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0        47934  subtrain    4.262493  0.849941
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0        47934  validation    4.550536  0.856908
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0        47935  subtrain    4.262473  0.849944
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0        47935  validation    4.550516  0.85691
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0        47936  validation    4.550495  0.856913
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0        47937  validation    4.550475  0.856914
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0        47938  subtrain    4.262409  0.849946
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0        47938  validation    4.550454  0.856915
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0        47939  validation    4.550434  0.856916
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0        47941  validation    4.550393  0.85692
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0        47942  validation    4.550373  0.856922
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0        47943  validation    4.550352  0.856925
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0        47944  validation    4.550332  0.856924
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0        47945  validation    4.550311  0.856925
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0        47946  validation     4.55029  0.856927
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0        47947  validation     4.55027  0.85693
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0        47948  validation    4.550249  0.856934
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0        47949  validation     4.55023  0.856936
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0        47950  validation    4.550209  0.856936
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0        48191  validation    4.545303  0.857251
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0        48194  subtrain    4.257066  0.850283
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0        48194  validation    4.545243  0.857256
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0        48195  subtrain    4.257045  0.850284
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0        48195  validation    4.545223  0.857258
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0        48197  validation    4.545182  0.857261
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0        48208  validation    4.544958  0.857273
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0        48209  validation    4.544938  0.857275
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0        48212  validation    4.544878  0.857281
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0        48213  validation    4.544857  0.857283
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0        48216  validation    4.544796  0.857286
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0        48217  subtrain    4.256587  0.850315
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0        48217  validation    4.544776  0.857288
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0        48218  validation    4.544756  0.857288
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0        48219  subtrain    4.256546  0.850316
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0        48219  validation    4.544735  0.857291
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0        48220  subtrain    4.256524  0.850317
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0        48220  validation    4.544714  0.857292
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0        48221  subtrain    4.256504  0.850318
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0        48221  validation    4.544695  0.857293
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0        48222  validation    4.544674  0.857295
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0        48223  validation    4.544655  0.857296
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0        48224  subtrain    4.256442  0.850321
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0        48228  validation    4.544552  0.857304
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0        48229  validation    4.544532  0.857306
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0        48230  validation    4.544512  0.857307
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0        48231  validation    4.544493  0.857309
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0        48232  validation    4.544472  0.857311
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0        48233  validation    4.544452  0.857313
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0        48235  validation    4.544412  0.857314
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0        48237  validation     4.54437  0.857316
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0        48238  validation    4.544351  0.857318
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0        48239  validation     4.54433  0.857319
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0        48240  validation    4.544309  0.85732
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0        48241  subtrain    4.256088  0.850337
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0        48241  validation    4.544289  0.857321
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0        48242  validation     4.54427  0.857322
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0        48243  subtrain    4.256047  0.850342
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0        48243  validation    4.544249  0.857325
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0        48244  subtrain    4.256026  0.850343
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0        48244  validation    4.544229  0.857326
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0        48245  validation    4.544208  0.857328
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0        48246  validation    4.544188  0.857329
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0        48247  subtrain    4.255964  0.850346
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0        48247  validation    4.544168  0.85733
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0        48248  validation    4.544147  0.857334
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0        48249  subtrain    4.255922  0.85035
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0        48249  validation    4.544127  0.857336
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0        48250  subtrain    4.255901  0.850351
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0        48250  validation    4.544106  0.857339
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0        48251  validation    4.544086  0.857339
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0        48252  validation    4.544066  0.857341
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0        48253  validation    4.544046  0.857341
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0        48254  subtrain    4.255817  0.850356
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0        48254  validation    4.544026  0.857343
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0        48255  validation    4.544005  0.857346
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0        48257  validation    4.543966  0.857347
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0        48258  validation    4.543945  0.857348
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0        48259  validation    4.543925  0.857348
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0        48260  validation    4.543904  0.857348
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0        48261  validation    4.543885  0.857348
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0        48262  validation    4.543865  0.857348
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0        48263  validation    4.543843  0.857348
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0        48264  validation    4.543824  0.857351
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0        48265  subtrain    4.255589  0.850369
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0        48265  validation    4.543803  0.857352
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0        48266  subtrain    4.255569  0.850372
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0        48266  validation    4.543784  0.857353
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0        48267  subtrain    4.255548  0.850372
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0        48267  validation    4.543763  0.857355
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0        48268  subtrain    4.255527  0.850373
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0        48268  validation    4.543743  0.857356
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0        48269  subtrain    4.255507  0.850373
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0        48269  validation    4.543723  0.857357
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0        48270  subtrain    4.255486  0.850374
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0        48270  validation    4.543702  0.857359
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0        48271  validation    4.543682  0.85736
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0        48272  validation    4.543661  0.857362
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0        48273  subtrain    4.255423  0.850377
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0        48273  validation    4.543641  0.857364
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0        48274  validation     4.54362  0.857367
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0        48275  validation    4.543601  0.857368
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0        48276  validation    4.543581  0.857369
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0        48277  validation     4.54356  0.85737
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0        48278  validation     4.54354  0.857371
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0        48279  validation    4.543519  0.857371
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0        48280  validation    4.543499  0.857372
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0        48281  validation    4.543479  0.857374
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0        48282  validation    4.543458  0.857376
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0        48283  validation    4.543438  0.857376
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0        48284  validation    4.543418  0.857378
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0        48285  validation    4.543397  0.85738
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0        48286  validation    4.543378  0.85738
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0        48287  subtrain    4.255132  0.850398
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0        48287  validation    4.543357  0.857381
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0        48288  subtrain    4.255111  0.850399
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0        48288  validation    4.543337  0.857384
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0        48289  validation    4.543318  0.857388
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0        48290  subtrain     4.25507  0.850401
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0        48290  validation    4.543297  0.857388
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0        48291  subtrain    4.255049  0.850403
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0        48291  validation    4.543277  0.857388
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0        48292  subtrain    4.255029  0.850404
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0        48292  validation    4.543257  0.85739
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0        48293  subtrain    4.255008  0.850405
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0        48293  validation    4.543236  0.85739
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0        48294  subtrain    4.254987  0.850405
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0        48294  validation    4.543216  0.857391
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0        48295  subtrain    4.254966  0.850408
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0        48295  validation    4.543195  0.857392
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0        48296  subtrain    4.254945  0.850408
   step_number    set_name  loss_value       auc
0        48296  validation    4.543175  0.857393
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0        48318  validation    4.542729  0.857423
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0        48319  subtrain    4.254468  0.850435
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0        48320  subtrain    4.254447  0.850436
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0        48320  validation     4.54269  0.857426
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0        48321  subtrain    4.254426  0.850436
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0        48321  validation    4.542669  0.857428
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0        48322  subtrain    4.254405  0.850436
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0        48322  validation    4.542648  0.857431
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0        48323  subtrain    4.254385  0.850438
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0        48323  validation    4.542628  0.857433
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0        48324  validation    4.542608  0.857434
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0        48325  subtrain    4.254344  0.850442
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0        48325  validation    4.542589  0.857436
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0        48326  subtrain    4.254322  0.850444
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0        48326  validation    4.542568  0.857436
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0        48328  subtrain    4.254281  0.850448
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0        48328  validation    4.542528  0.857437
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0        48332  validation    4.542447  0.857441
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0        48333  validation    4.542427  0.857442
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0        48334  subtrain    4.254157  0.850459
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0        48334  validation    4.542406  0.857441
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0        48335  validation    4.542387  0.857441
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0        48336  validation    4.542366  0.857443
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0        48337  validation    4.542346  0.857443
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0        48340  validation    4.542285  0.857445
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0        48377  validation    4.541536  0.857498
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0        48378  validation    4.541516  0.857498
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0        48388  validation    4.541315  0.857511
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0        48389  validation    4.541295  0.857513
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0        48390  validation    4.541275  0.857515
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0        48392  validation    4.541234  0.857518
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0        48393  validation    4.541213  0.85752
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0        48430  validation    4.540466  0.857568
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0        48434  subtrain    4.252084  0.850598
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   step_number    set_name  loss_value       auc
0        48435  validation    4.540366  0.857573
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0        48436  subtrain    4.252042  0.8506
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0        48437  subtrain    4.252022  0.850601
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0        48437  validation    4.540325  0.857578
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0        48438  subtrain    4.252001  0.850604
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0        48439  subtrain     4.25198  0.850604
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0        48439  validation    4.540284  0.857581
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0        48440  subtrain     4.25196  0.850605
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0        48440  validation    4.540265  0.857582
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0        48441  subtrain    4.251939  0.850605
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0        48441  validation    4.540244  0.857584
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0        48442  subtrain    4.251918  0.850606
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0        48442  validation    4.540224  0.857586
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0        48443  subtrain    4.251897  0.850609
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0        48443  validation    4.540203  0.857587
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0        48444  subtrain    4.251876  0.850611
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0        48444  validation    4.540184  0.857589
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0        48445  subtrain    4.251856  0.850611
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0        48445  validation    4.540164  0.857589
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0        48446  subtrain    4.251835  0.850612
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0        48446  validation    4.540143  0.857589
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0        48447  subtrain    4.251814  0.850613
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0        48447  validation    4.540123  0.857592
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0        48448  subtrain    4.251794  0.850613
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0        48448  validation    4.540103  0.857593
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0        48449  subtrain    4.251773  0.850614
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0        48449  validation    4.540082  0.857595
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0        48450  subtrain    4.251752  0.850616
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0        48450  validation    4.540062  0.857595
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0        48451  subtrain    4.251732  0.850617
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0        48451  validation    4.540042  0.857595
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0        48452  subtrain    4.251711  0.850618
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0        48452  validation    4.540023  0.857597
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0        48453  subtrain     4.25169  0.85062
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0        48453  validation    4.540002  0.857598
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0        48454  subtrain    4.251669  0.850622
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0        48454  validation    4.539981  0.857599
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0        48455  subtrain    4.251648  0.850624
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0        48456  subtrain    4.251628  0.850624
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0        48457  subtrain    4.251607  0.850625
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0        48457  validation    4.539921  0.857601
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0        48458  subtrain    4.251586  0.850627
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0        48458  validation      4.5399  0.857602
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0        48459  subtrain    4.251565  0.850627
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0        48459  validation     4.53988  0.857602
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0        48460  subtrain    4.251545  0.850628
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0        48460  validation     4.53986  0.857603
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0        48461  subtrain    4.251524  0.850629
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0        48461  validation     4.53984  0.857603
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0        48462  subtrain    4.251503  0.85063
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0        48462  validation     4.53982  0.857604
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0        48463  subtrain    4.251483  0.850632
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0        48463  validation      4.5398  0.857605
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0        48464  subtrain    4.251462  0.850633
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0        48464  validation    4.539779  0.857605
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0        48465  subtrain    4.251441  0.850636
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0        48465  validation    4.539759  0.857608
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0        48466  subtrain     4.25142  0.850639
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0        48466  validation    4.539739  0.857608
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0        48467  subtrain    4.251401  0.850641
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0        48467  validation    4.539719  0.857609
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0        48468  subtrain    4.251379  0.850642
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0        48468  validation    4.539699  0.85761
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0        48469  subtrain     4.25136  0.850643
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0        48469  validation     4.53968  0.857612
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0        48470  subtrain    4.251338  0.850643
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0        48470  validation    4.539659  0.857612
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0        48471  subtrain    4.251317  0.850645
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0        48471  validation    4.539639  0.857613
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0        48472  subtrain    4.251298  0.850645
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0        48472  validation    4.539619  0.857614
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0        48473  subtrain    4.251276  0.850647
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0        48473  validation    4.539598  0.857615
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0        48474  subtrain    4.251256  0.850648
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0        48474  validation    4.539578  0.857614
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0        48475  subtrain    4.251235  0.850649
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0        48475  validation    4.539558  0.857615
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0        48476  subtrain    4.251213  0.85065
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0        48476  validation    4.539537  0.857616
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0        48477  subtrain    4.251194  0.85065
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0        48477  validation    4.539518  0.857618
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0        48478  subtrain    4.251173  0.850652
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0        48478  validation    4.539497  0.857619
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0        48479  subtrain    4.251151  0.850653
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0        48479  validation    4.539476  0.857621
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0        48480  subtrain    4.251131  0.850654
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0        48480  validation    4.539457  0.857621
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0        48481  subtrain    4.251111  0.850656
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0        48481  validation    4.539437  0.857623
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0        48482  subtrain    4.251089  0.850656
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0        48482  validation    4.539416  0.857625
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0        48483  subtrain    4.251069  0.850657
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0        48483  validation    4.539396  0.857626
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0        48484  validation    4.539377  0.857627
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0        48485  subtrain    4.251027  0.850661
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0        48485  validation    4.539355  0.857628
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0        48486  subtrain    4.251008  0.850662
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0        48486  validation    4.539336  0.857629
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0        48487  validation    4.539315  0.857631
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0        48488  subtrain    4.250966  0.850664
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0        48488  validation    4.539295  0.857631
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0        48489  validation    4.539275  0.857632
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0        48490  subtrain    4.250924  0.850667
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0        48490  validation    4.539255  0.857633
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0        48491  validation    4.539234  0.857636
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0        48492  validation    4.539213  0.857639
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0        48493  validation    4.539193  0.857641
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0        48494  validation    4.539174  0.857641
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0        48495  subtrain    4.250821  0.850673
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0        48495  validation    4.539155  0.857644
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0        48496  validation    4.539134  0.857645
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0        48497  validation    4.539114  0.857648
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0        48498  validation    4.539093  0.857648
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0        48499  validation    4.539073  0.857649
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0        48500  subtrain    4.250717  0.850684
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0        48500  validation    4.539053  0.857653
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0        48501  validation    4.539033  0.857654
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0        48502  validation    4.539013  0.857655
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0        48503  validation    4.538992  0.857657
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0        48504  validation    4.538973  0.85766
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0        48505  validation    4.538952  0.857661
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0        48506  validation    4.538932  0.857663
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0        48508  validation    4.538891  0.857665
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0        48509  validation    4.538872  0.857666
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0        48510  validation    4.538851  0.857667
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0        48511  validation    4.538831  0.857667
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0        48512  subtrain     4.25047  0.850696
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0        48512  validation    4.538811  0.857669
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0        48513  subtrain    4.250448  0.850697
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0        48513  validation    4.538791  0.857669
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0        48514  subtrain    4.250429  0.850699
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0        48514  validation    4.538772  0.857672
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0        48515  subtrain    4.250407  0.850701
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0        48515  validation    4.538751  0.857672
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0        48516  subtrain    4.250386  0.850702
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0        48516  validation     4.53873  0.857672
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0        48517  subtrain    4.250366  0.850703
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0        48517  validation    4.538711  0.857673
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0        48518  subtrain    4.250345  0.850705
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0        48518  validation    4.538691  0.857674
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0        48519  subtrain    4.250325  0.850705
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0        48519  validation    4.538671  0.857675
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0        48520  subtrain    4.250304  0.850706
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0        48520  validation     4.53865  0.857676
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0        48521  subtrain    4.250283  0.850707
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0        48521  validation     4.53863  0.857678
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0        48522  subtrain    4.250262  0.850708
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0        48522  validation     4.53861  0.857679
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0        48523  subtrain    4.250242  0.850709
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0        48523  validation     4.53859  0.85768
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0        48524  subtrain    4.250221  0.850711
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0        48524  validation    4.538569  0.857682
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0        48525  subtrain    4.250201  0.850712
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0        48717  validation    4.534687  0.857927
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0        48718  validation    4.534666  0.857929
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0        48719  subtrain    4.246198  0.850963
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0        48719  validation    4.534646  0.857932
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0        48720  validation    4.534626  0.857933
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0        48721  subtrain    4.246158  0.850966
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0        48721  validation    4.534607  0.857936
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0        48722  subtrain    4.246136  0.850968
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0        48722  validation    4.534586  0.857937
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0        48723  subtrain    4.246116  0.850969
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0        48723  validation    4.534566  0.857939
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0        48724  validation    4.534546  0.85794
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0        48725  validation    4.534525  0.85794
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0        48726  validation    4.534505  0.857941
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0        48727  subtrain    4.246033  0.850975
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0        48728  validation    4.534466  0.857947
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0        48731  validation    4.534405  0.85795
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0        48732  subtrain     4.24593  0.85098
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0        48732  validation    4.534384  0.857952
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0        48733  validation    4.534365  0.857954
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0        48734  subtrain    4.245889  0.850981
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0        48734  validation    4.534344  0.857956
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0        48735  subtrain    4.245868  0.850983
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0        48735  validation    4.534324  0.857957
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0        48736  subtrain    4.245848  0.850986
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0        48736  validation    4.534305  0.857959
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0        48737  subtrain    4.245828  0.850987
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0        48737  validation    4.534286  0.857958
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0        48738  subtrain    4.245807  0.850988
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0        48738  validation    4.534265  0.85796
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0        48739  subtrain    4.245786  0.850989
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0        48739  validation    4.534245  0.857962
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0        48740  subtrain    4.245765  0.85099
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0        48740  validation    4.534224  0.857963
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0        48741  subtrain    4.245745  0.850991
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0        48741  validation    4.534204  0.857963
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0        48742  subtrain    4.245724  0.850992
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0        48742  validation    4.534184  0.857964
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0        48743  subtrain    4.245703  0.850993
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0        48743  validation    4.534163  0.857964
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0        48744  subtrain    4.245683  0.850994
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0        48744  validation    4.534144  0.857966
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0        48745  subtrain    4.245663  0.850996
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0        48745  validation    4.534124  0.857966
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0        48746  subtrain    4.245641  0.850997
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0        48746  validation    4.534103  0.857967
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0        48747  subtrain    4.245621  0.850999
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0        48747  validation    4.534083  0.85797
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0        48748  validation    4.534063  0.85797
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0        48749  validation    4.534044  0.857972
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0        48750  validation    4.534024  0.857972
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0        48751  validation    4.534004  0.857972
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0        48752  subtrain    4.245519  0.851005
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0        48752  validation    4.533984  0.857973
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0        48753  subtrain    4.245498  0.851007
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0        48753  validation    4.533963  0.857973
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0        48754  subtrain    4.245477  0.851008
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0        48754  validation    4.533944  0.857976
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0        48904  subtrain    4.242394  0.851212
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0        48911  subtrain    4.242251  0.851218
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0        48912  subtrain    4.242231  0.851218
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0        48913  subtrain     4.24221  0.851221
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0        48915  subtrain    4.242169  0.851224
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0        48916  subtrain    4.242147  0.851225
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0        48916  validation    4.530696  0.858168
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0        48917  validation    4.530677  0.858168
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0        48918  subtrain    4.242107  0.851227
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0        48918  validation    4.530657  0.858169
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0        48919  subtrain    4.242087  0.851229
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0        48920  subtrain    4.242065  0.851232
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0        48921  subtrain    4.242046  0.851233
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0        48922  subtrain    4.242024  0.851234
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0        48959  validation    4.529836  0.858218
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0        48960  validation    4.529816  0.85822
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0        48961  validation    4.529797  0.858222
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0        48962  validation    4.529778  0.858224
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0        48963  subtrain    4.241184  0.851291
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0        48963  validation    4.529757  0.858225
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0        48964  subtrain    4.241163  0.851293
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0        48964  validation    4.529737  0.858227
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0        48965  subtrain    4.241142  0.851294
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0        48965  validation    4.529716  0.858227
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0        48966  subtrain    4.241123  0.851295
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0        48966  validation    4.529697  0.858229
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0        48967  validation    4.529676  0.858229
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0        48968  validation    4.529656  0.858231
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0        48969  subtrain    4.241061  0.851299
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0        48969  validation    4.529637  0.858232
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0        48970  validation    4.529616  0.858235
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0        48971  validation    4.529597  0.858235
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0        48972  validation    4.529577  0.858236
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0        48973  subtrain    4.240979  0.851304
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0        48973  validation    4.529557  0.858237
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0        48974  subtrain    4.240959  0.851304
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0        48974  validation    4.529537  0.858239
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0        48975  subtrain    4.240937  0.851306
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0        48975  validation    4.529516  0.858239
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0        48976  subtrain    4.240918  0.851308
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0        48976  validation    4.529496  0.85824
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0        48977  validation    4.529476  0.858241
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0        48978  validation    4.529456  0.858243
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0        48979  validation    4.529437  0.858245
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0        48980  subtrain    4.240835  0.851314
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0        48980  validation    4.529416  0.858247
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0        48981  subtrain    4.240815  0.851314
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0        48981  validation    4.529396  0.858248
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0        48982  subtrain    4.240794  0.851316
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0        48982  validation    4.529377  0.85825
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0        49477  validation    4.519529  0.858888
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0        49493  validation    4.519213  0.858911
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0        49495  validation    4.519174  0.858913
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0        49496  validation    4.519153  0.858915
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0        49499  validation    4.519094  0.858917
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0        49525  validation    4.518579  0.858954
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0        49526  validation     4.51856  0.858954
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0        49531  validation    4.518461  0.858959
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0        49532  validation    4.518441  0.858959
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0        49536  validation    4.518361  0.858964
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0        49537  validation    4.518342  0.858964
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0        49538  validation    4.518322  0.858966
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0        49539  validation    4.518302  0.858966
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0        49540  validation    4.518282  0.858967
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0        49541  validation    4.518263  0.858968
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0        49542  validation    4.518244  0.858968
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0        49543  validation    4.518223  0.85897
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0        49544  validation    4.518204  0.85897
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0        49545  subtrain    4.229318  0.852029
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0        49545  validation    4.518184  0.858971
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0        49546  validation    4.518163  0.858973
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0        49547  subtrain    4.229277  0.852032
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0        49547  validation    4.518144  0.858973
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0        49548  validation    4.518124  0.858974
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0        49549  validation    4.518105  0.858977
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0        49550  validation    4.518085  0.85898
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0        49551  validation    4.518065  0.858981
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0        49552  validation    4.518045  0.858981
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0        49553  subtrain    4.229156  0.852041
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0        49553  validation    4.518025  0.858982
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0        49554  validation    4.518005  0.858982
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0        51404  subtrain    4.192265  0.854292
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0        51410  validation    4.481963  0.861217
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0        51411  subtrain    4.192129  0.854304
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0        51412  subtrain    4.192109  0.854304
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0        51413  subtrain    4.192089  0.854306
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0        51414  subtrain    4.192069  0.854308
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0        51415  subtrain     4.19205  0.854309
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0        51415  validation    4.481866  0.861222
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0        51416  subtrain     4.19203  0.854311
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0        51416  validation    4.481848  0.861222
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0        51417  subtrain    4.192011  0.854314
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0        51418  subtrain    4.191991  0.854316
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0        51418  validation     4.48181  0.861223
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0        51419  subtrain    4.191971  0.854317
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0        51419  validation    4.481791  0.861224
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0        51420  subtrain    4.191952  0.854318
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0        51420  validation    4.481772  0.861224
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0        51421  subtrain    4.191932  0.854319
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0        51421  validation    4.481752  0.861225
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0        51422  subtrain    4.191913  0.85432
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0        51422  validation    4.481734  0.861227
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0        51423  subtrain    4.191894  0.854322
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0        51423  validation    4.481715  0.861228
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0        51424  subtrain    4.191874  0.854323
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0        51424  validation    4.481696  0.861229
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0        51425  subtrain    4.191854  0.854324
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0        51425  validation    4.481678  0.861232
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0        51426  subtrain    4.191835  0.854325
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0        51426  validation    4.481658  0.861234
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0        51427  subtrain    4.191815  0.854326
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0        51427  validation    4.481639  0.861235
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0        51428  subtrain    4.191795  0.854328
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0        51428  validation    4.481619  0.861236
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0        51429  subtrain    4.191776  0.854328
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0        51429  validation    4.481601  0.861236
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0        51430  subtrain    4.191756  0.85433
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0        51430  validation     4.48158  0.861237
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0        51431  subtrain    4.191737  0.854331
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0        51431  validation    4.481562  0.861239
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0        51432  subtrain    4.191717  0.854332
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0        51432  validation    4.481543  0.861239
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0        51433  subtrain    4.191697  0.854334
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0        51433  validation    4.481524  0.861241
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0        51434  subtrain    4.191678  0.854334
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0        51434  validation    4.481504  0.861243
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0        51435  subtrain    4.191658  0.854334
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0        51435  validation    4.481485  0.861244
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0        51436  subtrain    4.191638  0.854334
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0        51436  validation    4.481467  0.861245
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0        51437  subtrain    4.191619  0.854336
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0        51437  validation    4.481447  0.861247
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0        51438  subtrain    4.191599  0.854338
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0        51438  validation    4.481428  0.861248
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0        51439  subtrain    4.191579  0.854339
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0        51439  validation    4.481409  0.861251
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0        51440  subtrain     4.19156  0.854341
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0        51440  validation     4.48139  0.861253
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0        51441  subtrain    4.191541  0.854342
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0        51441  validation    4.481371  0.861255
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0        51442  subtrain    4.191521  0.854342
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0        51442  validation    4.481351  0.861258
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0        51443  subtrain    4.191502  0.854344
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0        51443  validation    4.481334  0.861258
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0        51444  subtrain    4.191483  0.854345
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0        51445  subtrain    4.191463  0.854345
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0        51445  validation    4.481295  0.86126
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0        51446  subtrain    4.191443  0.854345
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0        51446  validation    4.481277  0.86126
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0        51447  subtrain    4.191423  0.854346
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0        51447  validation    4.481257  0.861262
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0        51448  subtrain    4.191403  0.854346
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0        51448  validation    4.481237  0.861263
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0        51449  subtrain    4.191384  0.854347
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0        51449  validation    4.481219  0.861265
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0        51450  subtrain    4.191365  0.854347
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0        51450  validation      4.4812  0.861267
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0        51451  subtrain    4.191345  0.854348
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0        51451  validation    4.481181  0.861267
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0        51452  subtrain    4.191325  0.85435
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0        51452  validation    4.481161  0.861268
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0        51453  subtrain    4.191306  0.854351
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0        51453  validation    4.481142  0.861269
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0        51454  subtrain    4.191287  0.854352
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0        51454  validation    4.481124  0.861271
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0        51455  subtrain    4.191267  0.854352
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0        51455  validation    4.481105  0.861272
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0        51456  subtrain    4.191247  0.854354
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0        51456  validation    4.481086  0.861272
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0        51457  subtrain    4.191228  0.854356
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0        51457  validation    4.481066  0.861275
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0        51458  subtrain    4.191208  0.854356
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0        51458  validation    4.481048  0.861277
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0        51459  subtrain    4.191189  0.854357
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0        51459  validation    4.481028  0.861277
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0        51460  subtrain    4.191169  0.854358
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0        51460  validation    4.481009  0.861277
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0        51462  validation    4.480971  0.861279
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0        51463  validation    4.480953  0.86128
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0        51464  subtrain    4.191091  0.854364
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0        51465  subtrain    4.191071  0.854366
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0        51466  subtrain    4.191052  0.854368
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0        51466  validation    4.480896  0.861281
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0        51467  subtrain    4.191032  0.854371
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0        51467  validation    4.480876  0.861281
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0        51468  subtrain    4.191013  0.854373
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0        51469  subtrain    4.190993  0.854374
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0        51471  subtrain    4.190954  0.854376
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0        51471  validation      4.4808  0.861287
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0        51472  subtrain    4.190935  0.85438
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0        51472  validation    4.480781  0.861287
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0        51477  validation    4.480686  0.861294
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0        51490  subtrain    4.190582  0.854402
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0        51493  subtrain    4.190524  0.854405
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0        51494  subtrain    4.190504  0.854406
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0        51494  validation    4.480361  0.861312
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0        51495  subtrain    4.190484  0.854408
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0        51495  validation    4.480342  0.861314
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0        51496  subtrain    4.190465  0.854409
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0        51498  subtrain    4.190425  0.854412
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0        51500  subtrain    4.190387  0.854415
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0        51501  subtrain    4.190368  0.854416
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0        51503  subtrain    4.190327  0.85442
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0        51503  validation     4.48019  0.861325
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0        51504  subtrain    4.190309  0.854421
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0        51504  validation    4.480171  0.861326
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0        51505  subtrain    4.190288  0.854421
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0        52021  validation    4.470367  0.861921
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0        52022  subtrain    4.180226  0.855006
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0        52022  validation    4.470348  0.861923
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0        52189  validation      4.4672  0.862128
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0        53103  subtrain    4.159479  0.856184
   step_number    set_name  loss_value       auc
0        53103  validation    4.450145  0.863117
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0        53104  subtrain     4.15946  0.856185
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0        53104  validation    4.450127  0.863118
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0        53105  subtrain    4.159441  0.856187
   step_number    set_name  loss_value      auc
0        53105  validation    4.450109  0.86312
   step_number  set_name  loss_value       auc
0        53106  subtrain    4.159422  0.856188
   step_number    set_name  loss_value       auc
0        53106  validation     4.45009  0.863122
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0        53107  subtrain    4.159403  0.85619
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0        53107  validation    4.450071  0.863124
   step_number  set_name  loss_value       auc
0        53108  subtrain    4.159384  0.856191
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0        53108  validation    4.450053  0.863126
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0        53109  subtrain    4.159365  0.856192
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0        53109  validation    4.450034  0.863126
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0        53110  subtrain    4.159346  0.856192
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0        53110  validation    4.450016  0.863126
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0        53111  subtrain    4.159327  0.856192
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0        53111  validation    4.449997  0.863128
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0        53112  subtrain    4.159307  0.856194
   step_number    set_name  loss_value      auc
0        53112  validation    4.449978  0.86313
   step_number  set_name  loss_value       auc
0        53113  subtrain    4.159288  0.856195
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0        53113  validation     4.44996  0.863132
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0        53114  subtrain     4.15927  0.856196
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0        53114  validation    4.449942  0.863134
   step_number  set_name  loss_value       auc
0        53115  subtrain    4.159251  0.856197
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0        53115  validation    4.449923  0.863134
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0        53116  subtrain    4.159232  0.856201
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0        53116  validation    4.449905  0.863136
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0        53117  subtrain    4.159213  0.856202
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0        53117  validation    4.449886  0.863137
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0        53118  subtrain    4.159194  0.856204
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0        53118  validation    4.449868  0.863138
   step_number  set_name  loss_value       auc
0        53119  subtrain    4.159175  0.856206
   step_number    set_name  loss_value       auc
0        53119  validation     4.44985  0.863138
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0        53120  subtrain    4.159155  0.856207
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0        53120  validation    4.449831  0.863139
   step_number  set_name  loss_value      auc
0        53121  subtrain    4.159137  0.85621
   step_number    set_name  loss_value       auc
0        53121  validation    4.449812  0.863139
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0        53122  subtrain    4.159117  0.856211
   step_number    set_name  loss_value       auc
0        53122  validation    4.449793  0.863139
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0        53123  subtrain    4.159098  0.856212
   step_number    set_name  loss_value      auc
0        53123  validation    4.449775  0.86314
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0        53124  subtrain    4.159079  0.856212
   step_number    set_name  loss_value      auc
0        53124  validation    4.449756  0.86314
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0        53125  subtrain     4.15906  0.856213
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0        53125  validation    4.449738  0.863143
   step_number  set_name  loss_value       auc
0        53126  subtrain    4.159041  0.856215
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0        53126  validation     4.44972  0.863143
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0        53127  subtrain    4.159023  0.856215
   step_number    set_name  loss_value       auc
0        53127  validation    4.449701  0.863143
   step_number  set_name  loss_value       auc
0        53128  subtrain    4.159004  0.856215
   step_number    set_name  loss_value       auc
0        53128  validation    4.449682  0.863145
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0        53129  subtrain    4.158984  0.856217
   step_number    set_name  loss_value       auc
0        53129  validation    4.449664  0.863146
   step_number  set_name  loss_value       auc
0        53130  subtrain    4.158965  0.856218
   step_number    set_name  loss_value       auc
0        53130  validation    4.449645  0.863147
   step_number  set_name  loss_value      auc
0        53131  subtrain    4.158946  0.85622
   step_number    set_name  loss_value       auc
0        53131  validation    4.449626  0.863149
   step_number  set_name  loss_value      auc
0        53132  subtrain    4.158927  0.85622
   step_number    set_name  loss_value       auc
0        53132  validation    4.449609  0.863152
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0        53133  subtrain    4.158908  0.856222
   step_number    set_name  loss_value       auc
0        53133  validation     4.44959  0.863154
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0        53134  subtrain    4.158889  0.856224
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0        53134  validation    4.449572  0.863154
   step_number  set_name  loss_value       auc
0        53135  subtrain     4.15887  0.856227
   step_number    set_name  loss_value       auc
0        53135  validation    4.449553  0.863156
   step_number  set_name  loss_value       auc
0        53136  subtrain    4.158851  0.856228
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0        53136  validation    4.449535  0.863156
   step_number  set_name  loss_value       auc
0        53137  subtrain    4.158831  0.856229
   step_number    set_name  loss_value       auc
0        53137  validation    4.449516  0.863158
   step_number  set_name  loss_value      auc
0        53138  subtrain    4.158813  0.85623
   step_number    set_name  loss_value      auc
0        53138  validation    4.449498  0.86316
   step_number  set_name  loss_value       auc
0        53139  subtrain    4.158794  0.856231
   step_number    set_name  loss_value      auc
0        53139  validation    4.449479  0.86316
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0        53140  subtrain    4.158776  0.856231
   step_number    set_name  loss_value      auc
0        53140  validation    4.449461  0.86316
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0        53141  subtrain    4.158756  0.856233
   step_number    set_name  loss_value      auc
0        53141  validation    4.449441  0.86316
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0        53142  subtrain    4.158737  0.856234
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0        53142  validation    4.449423  0.863161
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0        53143  subtrain    4.158718  0.856234
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0        53143  validation    4.449405  0.863162
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0        53144  subtrain      4.1587  0.856235
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0        53144  validation    4.449387  0.863163
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0        53145  subtrain    4.158679  0.856236
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0        53145  validation    4.449368  0.863165
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0        53146  subtrain    4.158661  0.856238
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0        53146  validation    4.449349  0.863165
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0        53147  subtrain    4.158642  0.85624
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0        53147  validation    4.449331  0.863167
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0        53148  subtrain    4.158622  0.856241
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0        53148  validation    4.449312  0.863168
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0        53149  subtrain    4.158604  0.856243
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0        53149  validation    4.449294  0.863169
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0        53150  subtrain    4.158586  0.856246
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0        53150  validation    4.449276  0.86317
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0        53151  subtrain    4.158566  0.856247
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0        53151  validation    4.449256  0.863171
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0        53152  subtrain    4.158547  0.856249
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0        53152  validation    4.449238  0.863171
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0        53153  subtrain    4.158528  0.85625
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0        53153  validation     4.44922  0.863172
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0        53154  subtrain    4.158509  0.856252
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0        53154  validation    4.449202  0.863171
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0        53155  subtrain    4.158491  0.856253
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0        53155  validation    4.449183  0.863172
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0        53156  subtrain    4.158472  0.856255
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0        53156  validation    4.449164  0.863173
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0        53157  subtrain    4.158451  0.856256
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0        53157  validation    4.449145  0.863175
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0        53158  subtrain    4.158433  0.856256
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0        53158  validation    4.449127  0.863176
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0        53159  subtrain    4.158414  0.856257
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0        53159  validation    4.449109  0.86318
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0        53160  subtrain    4.158396  0.856258
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0        53160  validation    4.449091  0.86318
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0        53161  subtrain    4.158375  0.856259
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0        53161  validation    4.449071  0.863181
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0        53162  subtrain    4.158357  0.85626
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0        53162  validation    4.449053  0.863183
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0        53163  subtrain    4.158338  0.856262
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0        53163  validation    4.449034  0.863184
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0        53164  subtrain    4.158319  0.856264
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0        53164  validation    4.449016  0.863187
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0        53165  subtrain      4.1583  0.856264
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0        53165  validation    4.448997  0.863189
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0        53166  subtrain     4.15828  0.856267
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0        53166  validation    4.448979  0.863189
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0        53167  subtrain    4.158261  0.856268
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0        53167  validation     4.44896  0.863189
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0        53168  subtrain    4.158243  0.85627
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0        53168  validation    4.448942  0.86319
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0        53169  subtrain    4.158223  0.856271
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0        53169  validation    4.448923  0.863192
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0        53170  subtrain    4.158205  0.856272
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0        53170  validation    4.448905  0.863193
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0        53171  subtrain    4.158185  0.856273
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0        53171  validation    4.448887  0.863193
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0        53172  subtrain    4.158167  0.856274
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0        53172  validation    4.448869  0.863195
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0        53173  subtrain    4.158148  0.856276
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0        53173  validation     4.44885  0.863196
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0        53174  subtrain    4.158129  0.856277
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0        53174  validation    4.448831  0.863197
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0        53175  subtrain    4.158109  0.856278
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0        53175  validation    4.448812  0.863197
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0        53176  subtrain     4.15809  0.85628
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0        53176  validation    4.448794  0.863198
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0        53177  subtrain    4.158072  0.856282
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0        53177  validation    4.448775  0.863199
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0        53178  subtrain    4.158053  0.856282
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0        53178  validation    4.448758  0.8632
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0        53179  subtrain    4.158033  0.856283
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0        53179  validation    4.448739  0.863202
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0        53180  subtrain    4.158015  0.856284
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0        53180  validation     4.44872  0.863203
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0        53181  subtrain    4.157995  0.856284
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0        53181  validation    4.448701  0.863204
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0        53182  subtrain    4.157975  0.856286
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0        53182  validation    4.448683  0.863205
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0        53183  subtrain    4.157957  0.856288
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0        53183  validation    4.448664  0.863207
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0        53184  subtrain    4.157938  0.856289
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0        53184  validation    4.448646  0.863209
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0        53185  subtrain     4.15792  0.856292
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0        53185  validation    4.448628  0.863209
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0        53186  subtrain    4.157901  0.856293
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0        53186  validation    4.448609  0.863211
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0        53187  subtrain    4.157882  0.856294
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0        53187  validation     4.44859  0.863212
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0        53188  subtrain    4.157862  0.856294
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0        53188  validation    4.448572  0.863212
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0        53189  subtrain    4.157844  0.856296
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0        53189  validation    4.448555  0.863213
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0        53190  subtrain    4.157824  0.856297
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0        53190  validation    4.448534  0.863215
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0        53191  subtrain    4.157804  0.856299
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0        53191  validation    4.448516  0.863216
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0        53192  subtrain    4.157786  0.8563
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0        53192  validation    4.448498  0.863219
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0        53193  subtrain    4.157767  0.856302
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0        53193  validation    4.448479  0.86322
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0        53194  subtrain    4.157748  0.856303
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0        53194  validation    4.448462  0.863222
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0        53195  subtrain    4.157729  0.856305
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0        53195  validation    4.448442  0.863222
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0        53196  subtrain     4.15771  0.856306
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0        53196  validation    4.448424  0.863223
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0        53197  subtrain    4.157691  0.856307
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0        53197  validation    4.448405  0.863225
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0        53198  subtrain    4.157672  0.856308
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0        53198  validation    4.448387  0.863226
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0        53199  subtrain    4.157653  0.856311
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0        53199  validation    4.448368  0.863226
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0        53200  subtrain    4.157634  0.856312
   step_number    set_name  loss_value       auc
0        53200  validation     4.44835  0.863228
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0        53201  subtrain    4.157616  0.856312
   step_number    set_name  loss_value       auc
0        53201  validation    4.448332  0.863229
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0        53202  subtrain    4.157596  0.856313
   step_number    set_name  loss_value       auc
0        53202  validation    4.448313  0.863232
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0        53203  subtrain    4.157577  0.856312
   step_number    set_name  loss_value       auc
0        53203  validation    4.448294  0.863234
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0        53204  subtrain    4.157559  0.856313
   step_number    set_name  loss_value       auc
0        53204  validation    4.448277  0.863235
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0        53205  subtrain    4.157539  0.856313
   step_number    set_name  loss_value       auc
0        53205  validation    4.448257  0.863237
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0        53206  subtrain    4.157519  0.856314
   step_number    set_name  loss_value       auc
0        53206  validation    4.448238  0.863238
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0        53207  subtrain    4.157501  0.856314
   step_number    set_name  loss_value       auc
0        53207  validation     4.44822  0.863239
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0        53208  subtrain    4.157482  0.856315
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0        53208  validation    4.448202  0.86324
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0        53209  subtrain    4.157463  0.856317
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0        53209  validation    4.448183  0.863243
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0        53210  subtrain    4.157444  0.856317
   step_number    set_name  loss_value       auc
0        53210  validation    4.448165  0.863244
   step_number  set_name  loss_value       auc
0        53211  subtrain    4.157425  0.856318
   step_number    set_name  loss_value       auc
0        53211  validation    4.448146  0.863246
   step_number  set_name  loss_value       auc
0        53212  subtrain    4.157407  0.856319
   step_number    set_name  loss_value       auc
0        53212  validation    4.448129  0.863247
   step_number  set_name  loss_value       auc
0        53213  subtrain    4.157387  0.856319
   step_number    set_name  loss_value       auc
0        53213  validation    4.448109  0.863247
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0        53214  subtrain    4.157368  0.856318
   step_number    set_name  loss_value      auc
0        53214  validation    4.448091  0.86325
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0        53215  subtrain    4.157349  0.856321
   step_number    set_name  loss_value       auc
0        53215  validation    4.448072  0.863251
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0        53216  subtrain    4.157331  0.856321
   step_number    set_name  loss_value       auc
0        53216  validation    4.448054  0.863254
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0        53217  subtrain     4.15731  0.856321
   step_number    set_name  loss_value       auc
0        53217  validation    4.448035  0.863256
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0        53218  subtrain    4.157291  0.856321
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0        53899  validation    4.435494  0.863961
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0        53901  subtrain    4.144392  0.857124
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0        53901  validation    4.435457  0.863963
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0        54091  validation     4.43199  0.864157
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0        54092  validation    4.431971  0.864158
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0        54093  validation    4.431953  0.86416
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0        54094  validation    4.431934  0.864161
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0        54095  validation    4.431916  0.864162
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0        54096  validation    4.431899  0.864162
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0        54098  validation    4.431861  0.864164
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0        54099  validation    4.431844  0.864164
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0        54100  validation    4.431826  0.864165
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0        54101  validation    4.431808  0.864167
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0        54103  validation    4.431772  0.864169
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0        54104  validation    4.431753  0.864169
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0        54109  validation    4.431662  0.864176
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0        54110  subtrain    4.140473  0.857361
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0        54110  validation    4.431643  0.864177
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0        54111  validation    4.431624  0.864178
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0        54112  validation    4.431607  0.864178
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0        54113  subtrain    4.140417  0.857364
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0        54113  validation    4.431588  0.86418
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0        54114  subtrain    4.140399  0.857365
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0        54114  validation    4.431571  0.864181
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0        54115  validation    4.431552  0.864181
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0        54116  validation    4.431534  0.864182
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0        54117  validation    4.431516  0.864183
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0        54118  validation    4.431498  0.864184
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0        54120  validation    4.431461  0.864185
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0        54121  validation    4.431443  0.864186
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0        54122  validation    4.431425  0.864187
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0        54123  validation    4.431407  0.864188
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0        54124  validation    4.431388  0.864189
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0        54125  validation    4.431369  0.86419
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0        54126  validation    4.431352  0.864191
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0        54127  validation    4.431333  0.86419
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0        54128  subtrain    4.140137  0.857381
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0        54128  validation    4.431315  0.864191
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0        54129  subtrain    4.140118  0.857382
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0        54129  validation    4.431297  0.864192
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0        54130  subtrain    4.140099  0.857384
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0        54130  validation    4.431279  0.864194
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0        54131  subtrain     4.14008  0.857385
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0        54131  validation    4.431261  0.864194
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0        54132  subtrain    4.140062  0.857387
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0        54132  validation    4.431242  0.864195
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0        54225  validation    4.429549  0.864288
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0        54230  validation    4.429459  0.864294
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0        54232  validation    4.429422  0.864296
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0        54273  validation    4.428677  0.864333
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0        54274  validation    4.428658  0.864333
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0        54275  subtrain    4.137388  0.857536
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0        54275  validation     4.42864  0.864335
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0        54276  validation    4.428623  0.864335
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0        54278  subtrain    4.137331  0.857541
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0        54280  subtrain    4.137295  0.857544
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0        54281  subtrain    4.137276  0.857545
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0        54283  validation    4.428494  0.864344
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0        54285  validation    4.428458  0.864346
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0        54286  validation     4.42844  0.864347
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0        54287  validation    4.428422  0.864349
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0        54288  subtrain    4.137146  0.857552
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0        54288  validation    4.428403  0.86435
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0        54289  validation    4.428386  0.864352
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0        54290  validation    4.428367  0.864352
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0        54291  subtrain     4.13709  0.857557
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0        54291  validation     4.42835  0.864353
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0        54292  validation    4.428331  0.864354
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0        54293  validation    4.428313  0.864354
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0        54294  validation    4.428295  0.864354
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0        54295  validation    4.428277  0.864356
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0        54296  validation    4.428258  0.864356
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0        54297  subtrain    4.136977  0.857562
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0        54298  validation    4.428222  0.864359
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0        54299  subtrain     4.13694  0.857566
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0        54299  validation    4.428204  0.864359
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0        54300  subtrain    4.136921  0.857567
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0        54300  validation    4.428185  0.864361
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0        54301  subtrain    4.136903  0.857568
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0        54301  validation    4.428167  0.864363
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0        54302  subtrain    4.136884  0.857571
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0        54302  validation     4.42815  0.864363
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0        54303  validation    4.428131  0.864364
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0        54304  subtrain    4.136847  0.857572
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0        54304  validation    4.428113  0.864365
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0        54305  subtrain    4.136828  0.857572
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0        54305  validation    4.428094  0.864367
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0        54306  validation    4.428076  0.864368
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0        54308  validation     4.42804  0.864371
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0        54309  subtrain    4.136753  0.857579
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0        54309  validation    4.428022  0.864372
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0        54310  subtrain    4.136735  0.85758
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0        54310  validation    4.428004  0.864373
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0        54311  subtrain    4.136715  0.857581
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0        54311  validation    4.427986  0.864373
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0        54312  subtrain    4.136698  0.857581
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0        54312  validation    4.427968  0.864373
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0        54313  subtrain    4.136679  0.857583
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0        54313  validation    4.427949  0.864375
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0        54314  subtrain     4.13666  0.857585
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0        54314  validation    4.427932  0.864376
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0        54315  subtrain    4.136641  0.857585
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0        54315  validation    4.427913  0.864376
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0        54316  subtrain    4.136622  0.857585
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0        54316  validation    4.427895  0.864376
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0        54317  subtrain    4.136604  0.857585
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0        54317  validation    4.427877  0.864378
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0        54318  subtrain    4.136586  0.857586
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0        54318  validation    4.427859  0.86438
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0        54319  subtrain    4.136567  0.857589
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0        54319  validation    4.427841  0.864381
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0        54320  subtrain    4.136548  0.857591
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0        54320  validation    4.427822  0.864383
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0        54321  subtrain     4.13653  0.857592
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0        54321  validation    4.427804  0.864384
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0        54322  validation    4.427787  0.864386
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0        54323  subtrain    4.136492  0.857594
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0        54323  validation    4.427768  0.864386
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0        54324  validation    4.427751  0.864387
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0        54325  validation    4.427732  0.864388
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0        54326  validation    4.427714  0.864389
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0        54327  validation    4.427696  0.86439
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0        54328  validation    4.427678  0.864392
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0        54329  validation    4.427659  0.864392
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0        54330  subtrain    4.136362  0.857603
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0        54330  validation    4.427642  0.864393
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0        54331  subtrain    4.136343  0.857604
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0        54331  validation    4.427623  0.864395
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0        54332  subtrain    4.136324  0.857605
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0        54332  validation    4.427604  0.864396
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0        54333  subtrain    4.136306  0.857606
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0        54333  validation    4.427586  0.864396
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0        54334  validation    4.427569  0.864398
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0        54335  validation     4.42755  0.864401
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0        54336  validation    4.427532  0.864402
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0        54337  validation    4.427514  0.864402
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0        54338  validation    4.427495  0.864403
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0        54339  validation    4.427478  0.864403
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0        54340  subtrain    4.136175  0.857612
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0        54340  validation    4.427459  0.864404
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0        54341  validation    4.427441  0.864404
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0        54342  validation    4.427423  0.864405
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0        54343  validation    4.427405  0.864407
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0        54344  validation    4.427386  0.864407
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0        54345  validation    4.427369  0.864408
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0        54347  validation    4.427332  0.864411
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0        54348  validation    4.427313  0.864412
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0        54349  validation    4.427296  0.864413
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0        54351  validation    4.427259  0.864414
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0        54353  validation    4.427223  0.864415
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0        54360  validation    4.427097  0.864422
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0        54361  validation    4.427078  0.864422
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0        54362  validation    4.427061  0.864423
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0        54422  validation    4.425972  0.864479
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0        54429  subtrain    4.134516  0.857716
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0        54572  validation    4.423259  0.86462
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0        54587  validation    4.422989  0.864635
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0        54590  validation    4.422935  0.864639
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0        54591  validation    4.422917  0.86464
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0        54592  validation    4.422899  0.864642
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0        54844  validation     4.41836  0.864906
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0        54845  validation    4.418343  0.864907
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0        54846  validation    4.418324  0.864908
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0        54847  validation    4.418306  0.864908
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0        54848  subtrain    4.126744  0.858188
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0        54848  validation    4.418289  0.864908
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0        54849  subtrain    4.126725  0.858189
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0        54849  validation     4.41827  0.864909
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0        54850  subtrain    4.126707  0.858189
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0        54850  validation    4.418253  0.864911
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0        54853  validation    4.418199  0.864913
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0        54855  validation    4.418162  0.864917
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0        54858  validation    4.418109  0.864921
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0        54863  validation    4.418019  0.864928
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0        54865  validation    4.417983  0.864932
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0        54867  validation    4.417947  0.864935
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0        54870  validation    4.417894  0.864941
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0        54871  subtrain    4.126319  0.858213
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0        54871  validation    4.417876  0.864944
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0        54872  validation    4.417858  0.864945
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0        54873  subtrain    4.126282  0.858216
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0        54873  validation    4.417839  0.864946
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0        54874  validation    4.417821  0.864946
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0        54880  validation    4.417715  0.864952
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0        54881  subtrain    4.126134  0.858225
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0        54882  validation    4.417678  0.864953
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0        54890  validation    4.417535  0.864964
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0        54894  validation    4.417462  0.864968
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0        54895  validation    4.417445  0.864969
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0        54896  validation    4.417428  0.864971
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0        54897  validation    4.417409  0.864972
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0        54899  validation    4.417374  0.864972
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0        54900  validation    4.417355  0.864974
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0        54901  validation    4.417337  0.864975
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0        54902  subtrain    4.125746  0.858244
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0        54902  validation    4.417319  0.864976
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0        54903  validation      4.4173  0.864978
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0        54904  subtrain    4.125709  0.858248
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0        54904  validation    4.417283  0.86498
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0        54905  validation    4.417265  0.86498
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0        54906  subtrain    4.125673  0.85825
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0        54906  validation    4.417248  0.864981
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0        54907  validation     4.41723  0.864982
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0        54908  validation    4.417212  0.864984
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0        54909  validation    4.417193  0.864984
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0        54911  validation    4.417158  0.864986
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0        54912  validation     4.41714  0.864986
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0        54913  validation    4.417122  0.864988
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0        54914  subtrain    4.125525  0.858255
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0        54914  validation    4.417104  0.864989
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0        54915  subtrain    4.125507  0.858256
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0        54915  validation    4.417087  0.864991
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0        54916  subtrain    4.125489  0.858257
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0        54916  validation    4.417069  0.864992
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0        54917  subtrain    4.125469  0.85826
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0        54917  validation    4.417049  0.864992
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0        54918  subtrain    4.125451  0.858261
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0        54918  validation    4.417032  0.864993
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0        54919  subtrain    4.125433  0.858261
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0        54919  validation    4.417015  0.864993
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0        54920  subtrain    4.125414  0.858263
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0        54920  validation    4.416996  0.864994
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0        54921  subtrain    4.125395  0.858264
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0        54921  validation    4.416978  0.864998
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0        54922  subtrain    4.125377  0.858266
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0        54922  validation    4.416961  0.864998
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0        54923  validation    4.416942  0.864999
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0        54924  validation    4.416924  0.865
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0        54926  validation    4.416888  0.865001
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0        54927  subtrain    4.125284  0.858272
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0        54927  validation     4.41687  0.865002
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0        54928  subtrain    4.125267  0.858273
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0        54928  validation    4.416853  0.865003
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0        54929  subtrain    4.125248  0.858275
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0        54929  validation    4.416835  0.865004
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0        54930  subtrain    4.125229  0.858277
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0        54930  validation    4.416817  0.865005
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0        54931  subtrain    4.125211  0.858277
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0        54931  validation    4.416799  0.865006
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0        54932  subtrain    4.125192  0.858278
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0        54932  validation    4.416781  0.865006
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0        54933  subtrain    4.125174  0.858279
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0        54933  validation    4.416763  0.865007
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0        54934  subtrain    4.125155  0.85828
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0        54934  validation    4.416745  0.865008
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0        54935  subtrain    4.125136  0.85828
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0        54935  validation    4.416726  0.865009
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0        54936  subtrain    4.125118  0.858282
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0        54936  validation    4.416708  0.86501
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0        54937  subtrain      4.1251  0.858283
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0        54937  validation    4.416691  0.865012
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0        55312  validation    4.409986  0.865408
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0        55314  validation    4.409951  0.865408
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0        55317  validation    4.409898  0.865409
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0        55319  validation    4.409862  0.865412
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0        55320  subtrain    4.118051  0.858695
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0        55320  validation    4.409844  0.865412
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0        55321  subtrain    4.118033  0.858696
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0        55322  subtrain    4.118014  0.858696
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0        55323  subtrain    4.117997  0.858697
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0        55325  validation    4.409756  0.865415
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0        55327  validation    4.409719  0.865416
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0        55328  validation    4.409702  0.865417
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0        55329  validation    4.409684  0.865418
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0        55330  validation    4.409666  0.865419
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0        55333  validation    4.409611  0.865422
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0        55334  subtrain    4.117794  0.858712
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0        55334  validation    4.409595  0.865423
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0        55335  validation    4.409578  0.865424
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0        55336  validation    4.409559  0.865425
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0        55337  validation    4.409542  0.865426
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0        55338  validation    4.409524  0.865426
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0        55340  validation    4.409488  0.865429
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0        55376  validation    4.408846  0.865464
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0        55377  validation    4.408828  0.865464
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0        55378  validation    4.408811  0.865465
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0        55379  validation    4.408792  0.865467
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0        55384  validation    4.408704  0.865475
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0        55387  validation    4.408651  0.865477
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0        55391  validation     4.40858  0.865481
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0        55392  validation    4.408562  0.865481
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0        55393  validation    4.408544  0.865482
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0        55394  subtrain    4.116693  0.858772
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0        55449  subtrain    4.115687  0.858844
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0        55449  validation    4.407549  0.865533
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0        55735  validation    4.402474  0.865817
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0        55864  validation    4.400192  0.865938
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0        55865  subtrain    4.108088  0.859266
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0        55865  validation    4.400174  0.865939
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0        55870  validation    4.400087  0.865942
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0        55871  subtrain     4.10798  0.859273
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0        55871  validation     4.40007  0.865943
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0        55872  subtrain    4.107961  0.859275
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0        55872  validation    4.400052  0.865944
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0        55873  subtrain    4.107943  0.859276
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0        55873  validation    4.400033  0.865945
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0        55874  subtrain    4.107924  0.859276
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0        55874  validation    4.400016  0.865946
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0        55875  subtrain    4.107907  0.859278
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0        55875  validation    4.399999  0.865947
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0        55876  subtrain    4.107887  0.85928
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0        55876  validation    4.399981  0.865948
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0        55877  subtrain    4.107869  0.85928
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0        55877  validation    4.399962  0.865948
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0        55878  subtrain    4.107851  0.859281
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0        55878  validation    4.399945  0.865949
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0        55879  subtrain    4.107833  0.859281
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0        55879  validation    4.399928  0.865949
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0        55880  subtrain    4.107815  0.859282
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0        55880  validation     4.39991  0.865952
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0        55881  subtrain    4.107797  0.859283
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0        55881  validation    4.399893  0.865952
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0        55882  subtrain    4.107778  0.859284
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0        55882  validation    4.399874  0.865955
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0        55883  subtrain    4.107761  0.859284
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0        55883  validation    4.399857  0.865959
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0        55884  subtrain    4.107742  0.859285
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0        55884  validation    4.399838  0.86596
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0        55885  subtrain    4.107723  0.859286
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0        55885  validation    4.399821  0.865962
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0        55886  subtrain    4.107705  0.859288
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0        55886  validation    4.399803  0.865964
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0        55887  subtrain    4.107687  0.859288
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0        55887  validation    4.399785  0.865963
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0        55888  subtrain    4.107669  0.859289
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0        55888  validation    4.399769  0.865964
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0        55889  subtrain    4.107651  0.859289
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0        55889  validation    4.399751  0.865964
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0        55890  subtrain    4.107633  0.85929
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0        55890  validation    4.399733  0.865964
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0        55891  subtrain    4.107615  0.859292
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0        55891  validation    4.399715  0.865966
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0        55892  subtrain    4.107596  0.859292
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0        55892  validation    4.399698  0.865969
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0        55893  subtrain    4.107578  0.859294
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0        55893  validation    4.399681  0.865969
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0        55894  subtrain     4.10756  0.859296
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0        55894  validation    4.399663  0.86597
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0        55895  subtrain    4.107542  0.859296
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0        55895  validation    4.399645  0.865972
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0        55896  subtrain    4.107523  0.859296
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0        55896  validation    4.399627  0.865973
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0        55897  subtrain    4.107506  0.859297
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0        55897  validation     4.39961  0.865974
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0        55898  subtrain    4.107488  0.859297
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0        55898  validation    4.399592  0.865974
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0        55899  subtrain    4.107469  0.859298
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0        55899  validation    4.399574  0.865976
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0        55900  subtrain    4.107451  0.8593
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0        55900  validation    4.399557  0.865977
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0        55901  subtrain    4.107433  0.859302
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0        55901  validation    4.399539  0.865978
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0        55902  subtrain    4.107415  0.859302
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0        55902  validation    4.399522  0.865979
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0        55903  subtrain    4.107397  0.859303
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0        55903  validation    4.399505  0.86598
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0        55904  subtrain    4.107378  0.859305
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0        55904  validation    4.399487  0.865981
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0        55905  subtrain     4.10736  0.859307
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0        55905  validation    4.399469  0.865982
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0        55906  subtrain    4.107342  0.859307
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0        55906  validation    4.399451  0.865983
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0        55907  subtrain    4.107323  0.859309
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0        55907  validation    4.399432  0.865984
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0        55908  subtrain    4.107305  0.859311
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0        55908  validation    4.399415  0.865985
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0        55909  subtrain    4.107287  0.859312
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0        55909  validation    4.399398  0.865986
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0        55910  subtrain    4.107269  0.859315
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0        55910  validation    4.399381  0.865988
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0        55911  subtrain     4.10725  0.859316
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0        55911  validation    4.399362  0.865989
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0        55912  subtrain    4.107232  0.859317
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0        55912  validation    4.399344  0.865991
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0        55913  subtrain    4.107214  0.859317
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0        55913  validation    4.399327  0.865991
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0        55914  subtrain    4.107196  0.859319
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0        55914  validation    4.399309  0.865992
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0        55915  subtrain    4.107178  0.85932
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0        55915  validation    4.399292  0.865994
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0        55916  subtrain    4.107159  0.859321
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0        55916  validation    4.399274  0.865994
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0        55917  subtrain    4.107141  0.859322
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0        55917  validation    4.399256  0.865996
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0        55918  subtrain    4.107122  0.859322
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0        55918  validation    4.399238  0.865996
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0        55919  subtrain    4.107105  0.859324
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0        55919  validation    4.399221  0.865997
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0        55920  subtrain    4.107087  0.859326
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0        55920  validation    4.399203  0.865999
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0        55921  subtrain    4.107069  0.859327
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0        55921  validation    4.399186  0.866
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0        55922  subtrain    4.107051  0.859327
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0        55922  validation    4.399168  0.866002
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0        55923  subtrain    4.107032  0.859327
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0        55923  validation    4.399151  0.866004
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0        55924  subtrain    4.107014  0.859328
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0        55924  validation    4.399133  0.866004
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0        55925  subtrain    4.106995  0.85933
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0        55925  validation    4.399115  0.866004
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0        55926  subtrain    4.106978  0.859331
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0        55926  validation    4.399097  0.866005
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0        55927  subtrain    4.106959  0.859332
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0        55927  validation     4.39908  0.866007
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0        55928  subtrain    4.106942  0.859333
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0        55928  validation    4.399062  0.866008
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0        55929  subtrain    4.106923  0.859333
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0        55929  validation    4.399045  0.866008
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0        55930  subtrain    4.106904  0.859334
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0        55930  validation    4.399026  0.866009
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0        55931  subtrain    4.106887  0.859334
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0        55931  validation     4.39901  0.866009
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0        55932  subtrain    4.106868  0.859335
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0        55932  validation    4.398992  0.866011
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0        55933  subtrain    4.106851  0.859335
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0        55933  validation    4.398975  0.866012
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0        55934  subtrain    4.106831  0.859337
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0        55934  validation    4.398956  0.866013
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0        55935  subtrain    4.106814  0.859339
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0        55935  validation    4.398939  0.866014
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0        55936  subtrain    4.106795  0.859341
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0        55936  validation    4.398921  0.866015
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0        55937  subtrain    4.106777  0.859342
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0        55937  validation    4.398903  0.866015
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0        55938  subtrain     4.10676  0.859342
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0        55938  validation    4.398886  0.866017
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0        55939  subtrain    4.106741  0.859344
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0        55939  validation    4.398869  0.866017
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0        55940  subtrain    4.106723  0.859346
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0        55940  validation     4.39885  0.866019
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0        55941  subtrain    4.106705  0.859347
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0        55941  validation    4.398832  0.86602
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0        55942  subtrain    4.106687  0.859347
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0        55942  validation    4.398816  0.86602
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0        55943  subtrain    4.106668  0.859348
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0        55943  validation    4.398797  0.86602
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0        55944  subtrain     4.10665  0.859349
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0        55944  validation     4.39878  0.866021
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0        55945  subtrain    4.106632  0.85935
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0        55945  validation    4.398763  0.866022
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0        55946  subtrain    4.106615  0.85935
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0        55946  validation    4.398746  0.866024
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0        55947  subtrain    4.106596  0.85935
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0        55947  validation    4.398727  0.866025
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0        55948  subtrain    4.106578  0.85935
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0        55948  validation     4.39871  0.866026
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0        55949  subtrain    4.106558  0.859351
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0        55949  validation    4.398691  0.866027
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0        55950  subtrain    4.106541  0.859351
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0        55950  validation    4.398674  0.866029
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0        55951  subtrain    4.106523  0.859352
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0        55951  validation    4.398656  0.86603
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0        55952  subtrain    4.106504  0.859353
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0        55952  validation    4.398639  0.866032
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0        55953  subtrain    4.106486  0.859355
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0        55953  validation    4.398621  0.866033
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0        55954  subtrain    4.106469  0.859356
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0        55954  validation    4.398604  0.866035
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0        55955  subtrain    4.106449  0.859359
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0        55955  validation    4.398585  0.866035
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0        55956  subtrain    4.106432  0.859359
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0        55956  validation    4.398569  0.866036
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0        55957  subtrain    4.106414  0.85936
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0        55957  validation    4.398551  0.866036
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0        55958  subtrain    4.106395  0.859362
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0        55958  validation    4.398533  0.866037
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0        55959  subtrain    4.106377  0.859362
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0        55959  validation    4.398515  0.866038
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0        55960  subtrain    4.106359  0.859363
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0        55960  validation    4.398497  0.866038
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0        55961  subtrain     4.10634  0.859364
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0        55961  validation     4.39848  0.86604
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0        55962  subtrain    4.106323  0.859364
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0        55962  validation    4.398462  0.86604
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0        55963  subtrain    4.106305  0.859364
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0        55963  validation    4.398445  0.86604
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0        55964  subtrain    4.106287  0.859366
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0        55964  validation    4.398427  0.866043
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0        55965  subtrain    4.106268  0.859367
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0        55965  validation    4.398408  0.866043
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0        56195  validation    4.394359  0.866251
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0        56220  validation    4.393919  0.866275
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0        56221  subtrain    4.101621  0.859611
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0        56221  validation    4.393901  0.866276
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0        56222  subtrain    4.101603  0.859612
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0        56222  validation    4.393884  0.866276
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0        56223  subtrain    4.101584  0.859612
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0        56223  validation    4.393867  0.866277
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0        56224  subtrain    4.101566  0.859612
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0        56224  validation    4.393848  0.866278
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0        56225  subtrain    4.101548  0.859613
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0        56225  validation     4.39383  0.866279
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0        56226  subtrain    4.101531  0.859615
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0        56233  validation     4.39369  0.866289
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0        56270  validation     4.39304  0.86633
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0        56271  validation    4.393022  0.866333
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0        56272  validation    4.393005  0.866333
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0        56273  validation    4.392987  0.866335
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0        56274  validation     4.39297  0.866335
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0        56275  validation    4.392953  0.866336
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0        56277  validation    4.392916  0.866338
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0        56278  validation      4.3929  0.866339
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0        56280  validation    4.392864  0.86634
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0        56281  validation    4.392847  0.86634
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0        56287  validation    4.392742  0.866346
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0        56288  validation    4.392724  0.866347
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0        56289  validation    4.392706  0.866347
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0        56290  validation    4.392689  0.866348
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0        56291  subtrain    4.100352  0.859683
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0        56291  validation    4.392671  0.866348
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0        56292  validation    4.392654  0.866348
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0        56293  validation    4.392635  0.866349
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0        56294  subtrain    4.100298  0.859685
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0        56294  validation    4.392618  0.86635
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0        56295  validation    4.392601  0.866352
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0        56296  subtrain    4.100261  0.859687
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0        56296  validation    4.392582  0.866353
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0        56297  validation    4.392566  0.866356
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0        56298  validation    4.392547  0.866358
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0        56299  validation     4.39253  0.866359
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0        56301  validation    4.392496  0.866361
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0        56302  validation    4.392478  0.866362
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0        56303  validation     4.39246  0.866362
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0        56304  validation    4.392442  0.866362
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0        56305  validation    4.392425  0.866362
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0        56306  validation    4.392407  0.866362
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0        56308  validation    4.392372  0.866364
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0        56309  subtrain    4.100028  0.859699
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0        56309  validation    4.392355  0.866364
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0        56310  validation    4.392338  0.866365
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0        56713  subtrain    4.092732  0.860115
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0        56721  validation    4.385141  0.866756
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0        56723  validation    4.385106  0.866756
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0        56724  validation    4.385088  0.866757
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0        56725  validation    4.385072  0.866758
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0        56726  validation    4.385054  0.866759
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0        56727  subtrain    4.092481  0.860127
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0        56728  validation    4.385019  0.866761
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0        56729  validation    4.385002  0.866763
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0        56730  validation    4.384985  0.866764
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0        56732  subtrain    4.092391  0.860136
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0        56732  validation     4.38495  0.866766
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0        56734  validation    4.384915  0.866768
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0        56735  validation    4.384899  0.866768
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0        56736  validation     4.38488  0.86677
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0        56737  validation    4.384862  0.866772
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0        56738  validation    4.384844  0.866773
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0        56739  validation    4.384827  0.866773
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0        56740  subtrain    4.092247  0.860148
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0        56740  validation     4.38481  0.866773
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0        56741  validation    4.384793  0.866774
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0        56742  validation    4.384776  0.866775
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0        56743  validation    4.384758  0.866776
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0        56744  validation     4.38474  0.866776
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0        56745  subtrain    4.092157  0.860153
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0        56745  validation    4.384724  0.866778
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0        56746  subtrain    4.092139  0.860155
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0        56746  validation    4.384705  0.866779
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0        56747  subtrain    4.092122  0.860156
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0        56747  validation    4.384688  0.86678
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0        56748  validation    4.384671  0.86678
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0        56749  subtrain    4.092085  0.860158
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0        56749  validation    4.384653  0.866781
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0        56750  validation    4.384635  0.866782
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0        56751  validation    4.384618  0.866783
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0        56752  validation    4.384601  0.866784
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0        56753  validation    4.384583  0.866786
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0        56754  validation    4.384565  0.866787
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0        56757  validation    4.384514  0.866789
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0        56758  validation    4.384496  0.866789
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0        56759  validation    4.384479  0.86679
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0        56760  validation    4.384461  0.866791
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0        56761  subtrain    4.091869  0.860171
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0        56761  validation    4.384443  0.866791
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0        56762  subtrain     4.09185  0.860172
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0        56762  validation    4.384426  0.866792
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0        56763  validation    4.384409  0.866793
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0        56764  validation    4.384391  0.866794
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0        56765  validation    4.384374  0.866794
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0        56766  validation    4.384356  0.866797
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0        56767  subtrain    4.091761  0.860174
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0        57109  subtrain    4.085625  0.860525
   step_number    set_name  loss_value       auc
0        57109  validation    4.378389  0.867116
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0        57110  subtrain    4.085607  0.860525
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0        57110  validation    4.378372  0.867117
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0        57111  subtrain    4.085589  0.860526
   step_number    set_name  loss_value       auc
0        57111  validation    4.378354  0.867117
   step_number  set_name  loss_value       auc
0        57112  subtrain    4.085571  0.860526
   step_number    set_name  loss_value       auc
0        57112  validation    4.378337  0.867117
   step_number  set_name  loss_value       auc
0        57113  subtrain    4.085554  0.860527
   step_number    set_name  loss_value       auc
0        57113  validation     4.37832  0.867117
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0        57114  subtrain    4.085536  0.860528
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0        57114  validation    4.378303  0.867118
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0        57115  subtrain    4.085517  0.860528
   step_number    set_name  loss_value       auc
0        57115  validation    4.378285  0.867118
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0        57116  subtrain      4.0855  0.860529
   step_number    set_name  loss_value       auc
0        57116  validation    4.378268  0.867119
   step_number  set_name  loss_value      auc
0        57117  subtrain    4.085481  0.86053
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0        57117  validation     4.37825  0.86712
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0        57118  subtrain    4.085464  0.860532
   step_number    set_name  loss_value      auc
0        57118  validation    4.378233  0.86712
   step_number  set_name  loss_value       auc
0        57119  subtrain    4.085446  0.860532
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0        57119  validation    4.378215  0.86712
   step_number  set_name  loss_value       auc
0        57120  subtrain    4.085428  0.860533
   step_number    set_name  loss_value      auc
0        57120  validation    4.378198  0.86712
   step_number  set_name  loss_value       auc
0        57121  subtrain     4.08541  0.860533
   step_number    set_name  loss_value       auc
0        57121  validation    4.378181  0.867122
   step_number  set_name  loss_value       auc
0        57122  subtrain    4.085392  0.860536
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0        57122  validation    4.378163  0.867124
   step_number  set_name  loss_value       auc
0        57123  subtrain    4.085375  0.860537
   step_number    set_name  loss_value       auc
0        57123  validation    4.378147  0.867125
   step_number  set_name  loss_value       auc
0        57124  subtrain    4.085357  0.860537
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0        57124  validation    4.378129  0.867127
   step_number  set_name  loss_value       auc
0        57125  subtrain    4.085338  0.860539
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0        57125  validation    4.378111  0.867128
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0        57126  subtrain    4.085321  0.860539
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0        57126  validation    4.378095  0.867129
   step_number  set_name  loss_value      auc
0        57127  subtrain    4.085302  0.86054
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0        57127  validation    4.378077  0.86713
   step_number  set_name  loss_value       auc
0        57128  subtrain    4.085285  0.860542
   step_number    set_name  loss_value      auc
0        57128  validation    4.378059  0.86713
   step_number  set_name  loss_value       auc
0        57129  subtrain    4.085267  0.860544
   step_number    set_name  loss_value      auc
0        57129  validation    4.378042  0.86713
   step_number  set_name  loss_value       auc
0        57130  subtrain    4.085249  0.860546
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0        57130  validation    4.378025  0.867131
   step_number  set_name  loss_value       auc
0        57131  subtrain    4.085231  0.860546
   step_number    set_name  loss_value       auc
0        57131  validation    4.378008  0.867132
   step_number  set_name  loss_value       auc
0        57132  subtrain    4.085213  0.860546
   step_number    set_name  loss_value       auc
0        57132  validation     4.37799  0.867132
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0        57133  subtrain    4.085196  0.860548
   step_number    set_name  loss_value       auc
0        57133  validation    4.377973  0.867132
   step_number  set_name  loss_value       auc
0        57134  subtrain    4.085177  0.860548
   step_number    set_name  loss_value       auc
0        57134  validation    4.377955  0.867132
   step_number  set_name  loss_value       auc
0        57135  subtrain     4.08516  0.860551
   step_number    set_name  loss_value       auc
0        57135  validation    4.377938  0.867133
   step_number  set_name  loss_value       auc
0        57136  subtrain    4.085142  0.860551
   step_number    set_name  loss_value       auc
0        57136  validation    4.377921  0.867133
   step_number  set_name  loss_value       auc
0        57137  subtrain    4.085124  0.860553
   step_number    set_name  loss_value       auc
0        57137  validation    4.377903  0.867134
   step_number  set_name  loss_value       auc
0        57138  subtrain    4.085106  0.860553
   step_number    set_name  loss_value       auc
0        57138  validation    4.377886  0.867135
   step_number  set_name  loss_value       auc
0        57139  subtrain    4.085088  0.860554
   step_number    set_name  loss_value       auc
0        57139  validation    4.377869  0.867136
   step_number  set_name  loss_value       auc
0        57140  subtrain     4.08507  0.860556
   step_number    set_name  loss_value       auc
0        57140  validation    4.377851  0.867137
   step_number  set_name  loss_value       auc
0        57141  subtrain    4.085053  0.860558
   step_number    set_name  loss_value       auc
0        57141  validation    4.377835  0.867137
   step_number  set_name  loss_value       auc
0        57142  subtrain    4.085034  0.860559
   step_number    set_name  loss_value       auc
0        57142  validation    4.377817  0.867139
   step_number  set_name  loss_value      auc
0        57143  subtrain    4.085017  0.86056
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0        57143  validation    4.377799  0.86714
   step_number  set_name  loss_value       auc
0        57144  subtrain    4.084999  0.860562
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0        57144  validation    4.377782  0.86714
   step_number  set_name  loss_value       auc
0        57145  subtrain     4.08498  0.860563
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0        57145  validation    4.377765  0.867141
   step_number  set_name  loss_value       auc
0        57146  subtrain    4.084963  0.860565
   step_number    set_name  loss_value       auc
0        57146  validation    4.377748  0.867142
   step_number  set_name  loss_value       auc
0        57147  subtrain    4.084945  0.860566
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0        57147  validation     4.37773  0.867142
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0        57148  subtrain    4.084928  0.860567
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0        57148  validation    4.377713  0.867143
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0        57149  subtrain    4.084909  0.860568
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0        57149  validation    4.377695  0.867144
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0        57150  subtrain    4.084892  0.860568
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0        57150  validation    4.377678  0.867145
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0        57151  subtrain    4.084873  0.86057
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0        57151  validation    4.377661  0.867145
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0        57152  subtrain    4.084856  0.86057
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0        57152  validation    4.377644  0.867147
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0        57153  subtrain    4.084838  0.86057
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0        57153  validation    4.377627  0.867148
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0        57154  subtrain    4.084821  0.860571
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0        57154  validation    4.377609  0.867149
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0        57155  subtrain    4.084802  0.860572
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0        57155  validation    4.377591  0.86715
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0        57156  subtrain    4.084784  0.860572
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0        57156  validation    4.377574  0.867151
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0        57157  subtrain    4.084766  0.860572
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0        57157  validation    4.377556  0.867152
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0        57158  subtrain    4.084748  0.860573
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0        57158  validation     4.37754  0.867154
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0        57159  subtrain    4.084731  0.860575
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0        57159  validation    4.377522  0.867155
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0        57160  subtrain    4.084712  0.860576
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0        57160  validation    4.377505  0.867155
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0        57161  subtrain    4.084694  0.860576
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0        57161  validation    4.377488  0.867155
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0        57162  subtrain    4.084677  0.860576
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0        57162  validation     4.37747  0.867156
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0        57163  subtrain    4.084659  0.860578
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0        57163  validation    4.377452  0.867156
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0        57164  subtrain    4.084641  0.86058
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0        57164  validation    4.377435  0.867157
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0        57165  subtrain    4.084623  0.86058
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0        57165  validation    4.377418  0.867158
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0        57166  subtrain    4.084606  0.860581
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0        57166  validation    4.377401  0.867159
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0        57167  subtrain    4.084588  0.860581
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0        57167  validation    4.377384  0.86716
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0        57168  subtrain    4.084569  0.860582
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0        57168  validation    4.377366  0.86716
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0        57169  subtrain    4.084551  0.860582
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0        57169  validation    4.377348  0.86716
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0        57170  subtrain    4.084534  0.860583
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0        57170  validation    4.377332  0.86716
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0        57171  subtrain    4.084516  0.860584
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0        57171  validation    4.377314  0.867162
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0        57172  subtrain    4.084498  0.860584
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0        57172  validation    4.377296  0.867163
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0        57173  subtrain     4.08448  0.860584
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0        57173  validation    4.377279  0.867164
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0        57174  subtrain    4.084462  0.860585
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0        57174  validation    4.377262  0.867166
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0        57175  subtrain    4.084444  0.860585
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0        57175  validation    4.377244  0.867168
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0        57176  subtrain    4.084426  0.860586
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0        57176  validation    4.377227  0.86717
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0        57177  subtrain    4.084408  0.860588
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0        57177  validation    4.377209  0.867169
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0        57178  subtrain     4.08439  0.860589
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0        57178  validation    4.377192  0.867169
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0        57179  subtrain    4.084373  0.860589
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0        57179  validation    4.377175  0.86717
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0        57180  subtrain    4.084355  0.860592
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0        57180  validation    4.377158  0.867172
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0        57181  subtrain    4.084337  0.860594
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0        57181  validation     4.37714  0.867173
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0        57182  subtrain    4.084319  0.860594
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0        57182  validation    4.377123  0.867174
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0        57183  subtrain    4.084301  0.860595
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0        57183  validation    4.377105  0.867175
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0        57184  subtrain    4.084283  0.860595
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0        57184  validation    4.377088  0.867176
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0        57185  subtrain    4.084265  0.860595
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0        57185  validation    4.377071  0.867176
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0        57186  subtrain    4.084248  0.860596
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0        57186  validation    4.377054  0.867177
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0        57187  subtrain    4.084229  0.860598
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0        57187  validation    4.377036  0.867179
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0        57188  subtrain    4.084212  0.860598
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0        57188  validation    4.377019  0.86718
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0        57189  subtrain    4.084194  0.860599
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0        57189  validation    4.377002  0.867181
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0        57190  subtrain    4.084176  0.860601
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0        57190  validation    4.376985  0.867181
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0        57191  subtrain    4.084158  0.860602
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0        57191  validation    4.376967  0.867183
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0        57192  subtrain     4.08414  0.860603
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0        57192  validation     4.37695  0.867184
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0        57193  subtrain    4.084122  0.860606
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0        57193  validation    4.376933  0.867184
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0        57194  subtrain    4.084105  0.860607
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0        57194  validation    4.376915  0.867184
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0        57195  subtrain    4.084086  0.860608
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0        57195  validation    4.376898  0.867186
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0        57196  subtrain    4.084068  0.860611
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0        57196  validation     4.37688  0.867187
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0        57197  subtrain    4.084051  0.860612
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0        57197  validation    4.376863  0.867188
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0        57198  subtrain    4.084033  0.860613
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0        57198  validation    4.376846  0.867188
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0        57199  subtrain    4.084016  0.860614
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0        57199  validation     4.37683  0.867189
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0        57200  subtrain    4.083998  0.860615
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0        57200  validation    4.376812  0.86719
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0        57201  subtrain    4.083979  0.860617
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0        57201  validation    4.376794  0.867192
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0        57202  subtrain    4.083961  0.860618
   step_number    set_name  loss_value       auc
0        57202  validation    4.376776  0.867192
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0        57203  subtrain    4.083944  0.86062
   step_number    set_name  loss_value       auc
0        57203  validation    4.376759  0.867193
   step_number  set_name  loss_value      auc
0        57204  subtrain    4.083926  0.86062
   step_number    set_name  loss_value       auc
0        57204  validation    4.376742  0.867195
   step_number  set_name  loss_value       auc
0        57205  subtrain    4.083908  0.860621
   step_number    set_name  loss_value       auc
0        57205  validation    4.376725  0.867196
   step_number  set_name  loss_value       auc
0        57206  subtrain     4.08389  0.860622
   step_number    set_name  loss_value       auc
0        57206  validation    4.376707  0.867196
   step_number  set_name  loss_value       auc
0        57207  subtrain    4.083873  0.860622
   step_number    set_name  loss_value       auc
0        57207  validation     4.37669  0.867197
   step_number  set_name  loss_value       auc
0        57208  subtrain    4.083855  0.860624
   step_number    set_name  loss_value       auc
0        57208  validation    4.376673  0.867199
   step_number  set_name  loss_value       auc
0        57209  subtrain    4.083837  0.860624
   step_number    set_name  loss_value     auc
0        57209  validation    4.376656  0.8672
   step_number  set_name  loss_value       auc
0        57210  subtrain    4.083819  0.860625
   step_number    set_name  loss_value       auc
0        57210  validation    4.376637  0.867201
   step_number  set_name  loss_value       auc
0        57211  subtrain    4.083801  0.860626
   step_number    set_name  loss_value       auc
0        57211  validation     4.37662  0.867201
   step_number  set_name  loss_value       auc
0        57212  subtrain    4.083783  0.860627
   step_number    set_name  loss_value       auc
0        57212  validation    4.376603  0.867203
   step_number  set_name  loss_value       auc
0        57213  subtrain    4.083765  0.860627
   step_number    set_name  loss_value       auc
0        57213  validation    4.376587  0.867204
   step_number  set_name  loss_value       auc
0        57214  subtrain    4.083748  0.860627
   step_number    set_name  loss_value       auc
0        57214  validation     4.37657  0.867204
   step_number  set_name  loss_value       auc
0        57215  subtrain    4.083729  0.860628
   step_number    set_name  loss_value       auc
0        57215  validation    4.376551  0.867204
   step_number  set_name  loss_value      auc
0        57216  subtrain    4.083711  0.86063
   step_number    set_name  loss_value       auc
0        57216  validation    4.376534  0.867205
   step_number  set_name  loss_value      auc
0        57217  subtrain    4.083694  0.86063
   step_number    set_name  loss_value       auc
0        57217  validation    4.376517  0.867206
   step_number  set_name  loss_value       auc
0        57218  subtrain    4.083676  0.860631
   step_number    set_name  loss_value       auc
0        57218  validation      4.3765  0.867207
   step_number  set_name  loss_value       auc
0        57219  subtrain    4.083658  0.860633
   step_number    set_name  loss_value       auc
0        57219  validation    4.376482  0.867209
   step_number  set_name  loss_value       auc
0        57220  subtrain     4.08364  0.860634
   step_number    set_name  loss_value       auc
0        57220  validation    4.376465  0.867211
   step_number  set_name  loss_value       auc
0        57221  subtrain    4.083622  0.860634
   step_number    set_name  loss_value       auc
0        57221  validation    4.376447  0.867212
   step_number  set_name  loss_value       auc
0        57222  subtrain    4.083604  0.860635
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0        57222  validation     4.37643  0.867213
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0        57447  validation    4.372538  0.867425
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0        57448  validation    4.372521  0.867425
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0        57449  validation    4.372504  0.867426
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0        57790  validation    4.366632  0.867743
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0        57989  validation     4.36322  0.867907
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0        58320  validation    4.357568  0.868207
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0        58324  validation      4.3575  0.868209
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0        58335  validation    4.357313  0.868217
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0        58340  validation    4.357227  0.868222
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0        58345  validation    4.357143  0.868224
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0        58353  validation    4.357006  0.868232
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0        58384  validation    4.356479  0.868255
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0        58386  validation    4.356444  0.868256
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0        58387  subtrain     4.06296  0.861687
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0        58387  validation    4.356427  0.868256
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0        58388  validation     4.35641  0.868256
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0        58389  validation    4.356394  0.868257
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0        58390  subtrain    4.062908  0.861689
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0        58390  validation    4.356377  0.868257
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0        58391  subtrain     4.06289  0.861689
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0        58391  validation    4.356359  0.86826
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0        58392  validation    4.356342  0.86826
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0        58393  subtrain    4.062855  0.861691
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0        58393  validation    4.356326  0.868261
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0        58394  subtrain    4.062837  0.861692
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0        58394  validation    4.356308  0.868263
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0        58395  validation    4.356291  0.868265
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0        58396  validation    4.356275  0.868265
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0        58397  validation    4.356257  0.868268
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0        58398  validation    4.356241  0.868268
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0        58400  subtrain    4.062732  0.861699
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0        58402  subtrain    4.062697  0.861701
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0        58403  subtrain     4.06268  0.861701
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0        58403  validation    4.356155  0.868273
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0        58404  subtrain    4.062662  0.861702
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0        58404  validation    4.356138  0.868273
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0        58405  validation    4.356122  0.868273
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0        58406  validation    4.356105  0.868274
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0        58407  subtrain    4.062609  0.861704
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0        58407  validation    4.356087  0.868275
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0        58408  subtrain    4.062592  0.861706
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0        58408  validation    4.356071  0.868277
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0        58409  validation    4.356053  0.868277
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0        58410  validation    4.356037  0.868278
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0        58411  subtrain    4.062538  0.861708
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0        58411  validation    4.356019  0.868279
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0        58412  subtrain    4.062521  0.861709
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0        58412  validation    4.356002  0.86828
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0        58413  subtrain    4.062503  0.86171
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0        58413  validation    4.355985  0.868281
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0        58414  subtrain    4.062486  0.861711
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0        58414  validation    4.355968  0.868282
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0        58415  subtrain    4.062469  0.861712
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0        58415  validation    4.355952  0.868283
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0        58416  subtrain    4.062451  0.861712
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0        58416  validation    4.355935  0.868284
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0        58417  subtrain    4.062434  0.861714
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0        58417  validation    4.355917  0.868285
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0        58418  subtrain    4.062416  0.861716
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0        58418  validation      4.3559  0.868286
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0        58419  subtrain    4.062398  0.861716
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0        58419  validation    4.355883  0.868286
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0        58420  subtrain    4.062381  0.861716
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0        58420  validation    4.355866  0.868287
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0        58421  subtrain    4.062364  0.861717
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0        58421  validation     4.35585  0.868289
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0        58422  subtrain    4.062346  0.861719
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0        58422  validation    4.355833  0.86829
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0        58424  validation    4.355798  0.868292
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0        58425  validation    4.355781  0.868293
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0        58428  validation    4.355731  0.868298
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0        58430  validation    4.355696  0.868301
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0        58431  validation    4.355679  0.868301
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0        58432  subtrain    4.062171  0.861728
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0        58432  validation    4.355662  0.868302
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0        58434  subtrain    4.062135  0.861731
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0        58434  validation    4.355628  0.868304
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0        58436  validation    4.355594  0.868305
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0        58437  validation    4.355577  0.868306
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0        58447  validation    4.355407  0.868316
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0        58448  subtrain    4.061889  0.861743
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0        58448  validation     4.35539  0.868316
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0        58449  subtrain    4.061871  0.861743
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0        58449  validation    4.355373  0.868317
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0        58450  validation    4.355357  0.868319
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0        58451  validation    4.355339  0.868319
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0        58453  validation    4.355306  0.868323
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0        58461  validation    4.355169  0.868328
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0        58463  validation    4.355135  0.868329
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0        58464  subtrain    4.061607  0.861757
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0        58464  validation    4.355118  0.86833
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0        58465  validation    4.355101  0.868332
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0        58466  subtrain    4.061574  0.861759
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0        58844  validation     4.34868  0.868638
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0        58872  validation    4.348207  0.868662
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0        58882  validation    4.348038  0.868672
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0        58889  validation     4.34792  0.868677
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0        58890  validation    4.347904  0.868678
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0        58891  validation    4.347887  0.868678
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0        58892  validation    4.347869  0.868679
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0        58898  validation    4.347769  0.868687
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0        58903  validation    4.347683  0.86869
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0        58904  subtrain    4.053911  0.862153
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0        58904  validation    4.347667  0.868691
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0        58905  subtrain    4.053894  0.862154
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0        58905  validation    4.347649  0.868692
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0        58912  validation    4.347533  0.868697
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0        58913  validation    4.347515  0.868699
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0        58914  subtrain    4.053737  0.862163
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0        58914  validation    4.347498  0.8687
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0        58915  validation    4.347482  0.868701
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0        58916  validation    4.347465  0.868703
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0        58917  validation    4.347448  0.868704
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0        58919  validation    4.347413  0.868708
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0        58920  validation    4.347396  0.868708
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0        58921  subtrain    4.053616  0.862168
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0        58978  validation    4.346419  0.868756
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0        58979  subtrain    4.052604  0.862214
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0        58979  validation    4.346402  0.868757
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0        58980  subtrain    4.052587  0.862214
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0        58981  subtrain     4.05257  0.862215
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0        58981  validation    4.346369  0.868759
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0        58983  validation    4.346335  0.868762
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0        58987  validation    4.346267  0.868764
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0        58988  validation    4.346251  0.868766
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0        58989  subtrain    4.052431  0.862224
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0        58989  validation    4.346234  0.868766
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0        60877  subtrain    4.019963  0.863826
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0        60877  validation    4.314856  0.870305
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0        60880  subtrain    4.019912  0.863827
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0        60883  validation    4.314757  0.870309
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0        60885  subtrain    4.019827  0.863829
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0        60885  validation    4.314724  0.870312
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0        60886  validation    4.314708  0.870314
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0        60887  subtrain    4.019794  0.863832
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0        60887  validation    4.314692  0.870314
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0        60888  subtrain    4.019776  0.863832
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0        60888  validation    4.314675  0.870315
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0        60889  subtrain    4.019758  0.863832
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0        60889  validation    4.314658  0.870316
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0        60890  subtrain    4.019743  0.863833
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0        60890  validation    4.314642  0.870317
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0        60891  subtrain    4.019725  0.863833
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0        60893  validation    4.314593  0.870321
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0        60894  subtrain    4.019675  0.863835
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0        60894  validation    4.314577  0.870324
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0        60895  subtrain    4.019658  0.863835
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0        60895  validation    4.314561  0.870326
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0        60896  subtrain    4.019641  0.863836
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0        60896  validation    4.314545  0.870326
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0        60899  subtrain    4.019588  0.863837
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0        60901  subtrain    4.019555  0.863839
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0        60908  validation    4.314347  0.870336
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0        60909  validation    4.314331  0.870337
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0        60910  subtrain    4.019403  0.863842
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0        60910  validation    4.314315  0.870338
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0        60911  subtrain    4.019386  0.863843
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0        60911  validation    4.314299  0.870339
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0        60912  subtrain     4.01937  0.863844
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0        60912  validation    4.314283  0.870339
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0        60913  subtrain    4.019351  0.863844
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0        60913  validation    4.314266  0.87034
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0        60914  subtrain    4.019335  0.863844
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0        60914  validation    4.314249  0.87034
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0        60915  subtrain    4.019318  0.863846
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0        60915  validation    4.314233  0.870341
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0        60916  subtrain    4.019301  0.863846
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0        60916  validation    4.314217  0.870342
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0        60917  subtrain    4.019284  0.863847
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0        60917  validation      4.3142  0.870343
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0        60918  validation    4.314184  0.870344
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0        60919  validation    4.314167  0.870344
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0        60920  validation    4.314151  0.870346
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0        60921  subtrain    4.019216  0.863848
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0        60921  validation    4.314134  0.870346
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0        60922  subtrain    4.019199  0.86385
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0        60922  validation    4.314117  0.870347
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0        60923  subtrain    4.019182  0.863851
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0        60923  validation      4.3141  0.870347
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0        60924  validation    4.314085  0.870348
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0        60925  validation     4.31407  0.870348
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0        60926  subtrain    4.019131  0.863852
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0        60926  validation    4.314053  0.870348
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0        60927  subtrain    4.019115  0.863852
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0        60927  validation    4.314036  0.870349
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0        60928  subtrain    4.019098  0.863852
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0        60928  validation     4.31402  0.87035
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0        60929  validation    4.314003  0.870351
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0        60930  subtrain    4.019063  0.863854
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0        60930  validation    4.313987  0.870352
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0        60931  subtrain    4.019047  0.863855
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0        60931  validation    4.313971  0.870352
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0        60932  subtrain    4.019029  0.863857
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0        60932  validation    4.313954  0.870355
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0        60933  subtrain    4.019012  0.863857
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0        60933  validation    4.313938  0.870355
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0        60934  subtrain    4.018996  0.863857
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0        60934  validation    4.313922  0.870356
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0        60935  subtrain    4.018979  0.863858
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0        60935  validation    4.313906  0.870357
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0        60936  subtrain    4.018961  0.863859
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0        60936  validation    4.313888  0.870357
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0        60937  subtrain    4.018945  0.863859
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0        60937  validation    4.313873  0.870357
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0        60938  validation    4.313856  0.87036
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0        60939  validation    4.313839  0.87036
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0        60940  validation    4.313824  0.870361
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0        60941  subtrain    4.018876  0.863862
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0        60941  validation    4.313806  0.870362
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0        60942  subtrain     4.01886  0.863863
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0        60942  validation    4.313791  0.870362
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0        60943  subtrain    4.018843  0.863865
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0        60943  validation    4.313774  0.870363
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0        60944  validation    4.313759  0.870363
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0        60945  subtrain    4.018809  0.863867
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0        60945  validation    4.313741  0.870364
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0        60946  subtrain    4.018792  0.863868
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0        60946  validation    4.313725  0.870364
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0        60947  validation    4.313708  0.870365
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0        60948  subtrain    4.018758  0.863869
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0        60948  validation    4.313692  0.870366
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0        60949  validation    4.313676  0.870368
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0        60950  validation    4.313659  0.870369
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0        60952  validation    4.313627  0.87037
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0        60953  validation    4.313611  0.870372
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0        60954  validation    4.313594  0.870373
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0        60956  validation    4.313561  0.870374
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0        60961  validation    4.313479  0.870375
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0        60962  validation    4.313463  0.870376
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0        60963  validation    4.313446  0.870376
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0        60964  subtrain    4.018486  0.863885
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0        60964  validation     4.31343  0.870378
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0        60965  validation    4.313414  0.870379
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0        60966  validation    4.313398  0.87038
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0        60967  validation    4.313381  0.870381
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0        60968  subtrain    4.018419  0.863887
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0        60968  validation    4.313365  0.870382
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0        60969  subtrain    4.018402  0.863887
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0        60969  validation    4.313348  0.870383
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0        60970  subtrain    4.018384  0.863887
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0        60970  validation    4.313332  0.870383
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0        60971  subtrain    4.018368  0.863888
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0        60971  validation    4.313315  0.870384
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0        60972  subtrain    4.018351  0.863889
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0        60972  validation    4.313299  0.870385
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0        61541  validation    4.304019  0.870843
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0        61545  validation    4.303954  0.870846
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0        61547  validation    4.303922  0.870848
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0        66199  validation    4.230755  0.874176
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0        67296  validation    4.214151  0.874908
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0        67329  validation    4.213655  0.874928
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0        68072  subtrain     3.90306  0.869007
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0        68073  subtrain    3.903044  0.869006
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0        68074  subtrain    3.903028  0.869007
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0        68077  subtrain    3.902982  0.869009
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0        68078  subtrain    3.902966  0.869011
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0        68079  subtrain     3.90295  0.869012
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0        70899  validation    4.161272  0.87703
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0        70910  validation    4.161116  0.877034
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0        70911  validation    4.161101  0.877035
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0        70912  validation    4.161087  0.877036
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0        70913  subtrain    3.859447  0.87078
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0        70913  validation    4.161073  0.877036
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0        70914  validation    4.161058  0.877038
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0        70920  validation    4.160972  0.87704
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0        70921  validation    4.160959  0.877041
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0        70922  subtrain    3.859311  0.870784
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0        70922  validation    4.160944  0.877041
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0        70929  subtrain    3.859205  0.870789
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0        70929  validation    4.160844  0.877043
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0        70930  validation    4.160829  0.877043
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0        70944  validation    4.160629  0.877052
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0        70945  validation    4.160615  0.877053
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0        70946  validation    4.160599  0.877054
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0        70947  validation    4.160585  0.877054
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0        70981  validation    4.160099  0.877072
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0        73411  subtrain    3.822213  0.872193
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0        73412  subtrain    3.822198  0.872194
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0        73413  subtrain    3.822183  0.872194
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0        73414  subtrain    3.822168  0.872194
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0        73415  subtrain    3.822154  0.872195
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0        73422  subtrain    3.822052  0.872199
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0        73431  subtrain    3.821919  0.872201
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0        73432  subtrain    3.821904  0.872202
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0        73830  validation    4.120081  0.878654
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0        73836  subtrain     3.81598  0.872407
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0        73839  validation    4.119958  0.87866
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0        73840  subtrain    3.815921  0.872407
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0        73840  validation    4.119944  0.87866
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0        73841  subtrain    3.815907  0.872408
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0        73841  validation     4.11993  0.87866
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0        73842  validation    4.119916  0.87866
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0        73844  validation    4.119888  0.87866
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0        73845  validation    4.119875  0.878662
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0        73846  subtrain    3.815833  0.872411
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0        73846  validation    4.119861  0.878662
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0        73848  subtrain    3.815804  0.872411
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0        73848  validation    4.119833  0.878663
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0        73849  subtrain    3.815789  0.872411
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0        73849  validation     4.11982  0.878664
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0        73850  subtrain    3.815775  0.872412
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0        73850  validation    4.119806  0.878664
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0        73851  subtrain     3.81576  0.872412
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0        73851  validation    4.119792  0.878665
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0        73852  subtrain    3.815745  0.872413
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0        73852  validation    4.119778  0.878666
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0        73853  subtrain    3.815732  0.872414
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0        73853  validation    4.119766  0.878666
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0        73854  subtrain    3.815717  0.872414
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0        73855  subtrain    3.815702  0.872415
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0        73856  subtrain    3.815688  0.872415
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0        73857  subtrain    3.815673  0.872416
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0        73858  subtrain    3.815658  0.872417
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0        73858  validation    4.119697  0.878668
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0        73859  subtrain    3.815644  0.872418
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0        73859  validation    4.119682  0.878671
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0        73860  subtrain    3.815628  0.872418
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0        73860  validation    4.119668  0.878671
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0        73861  subtrain    3.815614  0.872419
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0        73861  validation    4.119654  0.878671
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0        73863  subtrain    3.815585  0.87242
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0        73864  subtrain     3.81557  0.872421
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0        73865  subtrain    3.815556  0.872422
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0        73865  validation    4.119599  0.878672
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0        73866  subtrain    3.815541  0.872423
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0        73873  validation    4.119489  0.87868
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0        73880  validation    4.119392  0.878686
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0        73894  validation      4.1192  0.878692
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0        73895  validation    4.119186  0.878693
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0        73896  validation    4.119172  0.878695
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0        73898  validation    4.119145  0.878695
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0        73904  validation    4.119062  0.878697
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0        73905  validation    4.119048  0.878698
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0        73913  subtrain    3.814853  0.872448
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0        73913  validation    4.118938  0.878702
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0        73914  subtrain    3.814839  0.872449
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0        73915  validation    4.118911  0.878704
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0        73916  validation    4.118896  0.878704
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0        73917  subtrain    3.814795  0.872451
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0        73917  validation    4.118883  0.878705
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0        73918  subtrain    3.814781  0.872452
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0        73918  validation    4.118869  0.878706
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0        73919  subtrain    3.814766  0.872452
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0        73919  validation    4.118856  0.878707
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0        73920  subtrain    3.814751  0.872453
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0        73920  validation    4.118843  0.878707
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0        73921  subtrain    3.814737  0.872454
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0        73921  validation    4.118828  0.878707
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0        73922  subtrain    3.814722  0.872455
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0        73922  validation    4.118814  0.878708
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0        73923  subtrain    3.814708  0.872455
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0        73923  validation    4.118801  0.878708
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0        73924  subtrain    3.814693  0.872455
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0        73924  validation    4.118787  0.878708
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0        73925  subtrain    3.814679  0.872455
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0        73925  validation    4.118774  0.878709
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0        73926  subtrain    3.814664  0.872454
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0        73926  validation    4.118759  0.87871
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0        73927  subtrain    3.814649  0.872455
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0        73927  validation    4.118746  0.878711
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0        73928  subtrain    3.814634  0.872455
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0        73928  validation    4.118731  0.878712
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0        73929  subtrain     3.81462  0.872456
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0        73929  validation    4.118718  0.878712
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0        73930  subtrain    3.814606  0.872456
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0        73930  validation    4.118705  0.878712
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0        73931  subtrain    3.814591  0.872456
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0        73931  validation     4.11869  0.878712
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0        73932  subtrain    3.814575  0.872456
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0        73932  validation    4.118677  0.878713
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0        73933  subtrain    3.814561  0.872456
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0        73933  validation    4.118662  0.878714
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0        73934  subtrain    3.814546  0.872457
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0        73934  validation    4.118649  0.878714
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0        73935  subtrain    3.814532  0.872457
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0        74697  validation    4.108203  0.879093
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0        74698  validation     4.10819  0.879094
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0        74700  validation    4.108161  0.879096
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0        74711  validation    4.108012  0.879104
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0        74712  validation    4.107998  0.879104
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0        74713  validation    4.107985  0.879104
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0        74726  validation    4.107808  0.879113
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0        74728  validation    4.107781  0.879113
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0        77040  subtrain    3.769925  0.874056
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0        77047  validation     4.07664  0.880224
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0        77048  subtrain    3.769813  0.874062
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0        77059  validation    4.076481  0.880231
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0        77061  subtrain    3.769628  0.874071
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0        77063  subtrain    3.769601  0.874073
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0        77063  validation    4.076428  0.880233
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0        77064  subtrain    3.769586  0.874074
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0        77064  validation    4.076414  0.880234
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0        77065  subtrain    3.769572  0.874074
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0        77066  subtrain    3.769558  0.874074
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0        77066  validation    4.076389  0.880235
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0        77067  subtrain    3.769544  0.874074
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0        77067  validation    4.076375  0.880235
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0        77068  subtrain     3.76953  0.874076
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0        77069  subtrain    3.769516  0.874076
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0        77070  subtrain    3.769501  0.874076
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0        77071  subtrain    3.769487  0.874077
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0        77071  validation    4.076322  0.880236
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0        77072  subtrain    3.769473  0.874077
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0        77073  subtrain    3.769459  0.874079
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0        77073  validation    4.076295  0.880238
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0        77074  subtrain    3.769445  0.87408
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0        77074  validation    4.076282  0.880238
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0        77075  validation    4.076269  0.880238
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0        77076  subtrain    3.769416  0.874081
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0        77076  validation    4.076256  0.880239
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0        77077  subtrain    3.769402  0.874081
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0        77077  validation    4.076242  0.880239
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0        77078  subtrain    3.769388  0.874081
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0        77078  validation    4.076229  0.880241
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0        77079  subtrain    3.769373  0.874081
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0        77079  validation    4.076215  0.880242
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0        77080  subtrain    3.769359  0.874082
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0        77080  validation    4.076202  0.880244
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0        77081  subtrain    3.769346  0.874083
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0        77081  validation    4.076189  0.880244
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0        77082  subtrain    3.769332  0.874083
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0        77082  validation    4.076177  0.880245
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0        77083  subtrain    3.769318  0.874084
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0        77083  validation    4.076163  0.880245
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0        77084  subtrain    3.769304  0.874084
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0        77084  validation     4.07615  0.880246
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0        77085  validation    4.076138  0.880246
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0        77086  validation    4.076123  0.880246
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0        77087  validation     4.07611  0.880248
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0        77197  validation    4.074655  0.880299
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0        77199  validation    4.074628  0.880301
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0        77214  validation    4.074429  0.880308
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0        77224  subtrain    3.767326  0.874154
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0        77224  validation    4.074297  0.880313
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0        77225  validation    4.074285  0.880315
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0        77226  validation    4.074271  0.880315
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0        77227  subtrain    3.767284  0.874157
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0        77229  subtrain    3.767257  0.874157
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0        77419  validation    4.071723  0.880396
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0        77423  subtrain    3.764522  0.874241
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0        77429  subtrain    3.764437  0.874245
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0        77430  validation    4.071578  0.880401
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0        77431  subtrain     3.76441  0.874245
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0        77431  validation    4.071565  0.880402
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0        77432  subtrain    3.764395  0.874247
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0        77432  validation    4.071552  0.880403
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0        77433  validation    4.071539  0.880405
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0        77434  subtrain    3.764367  0.874248
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0        77434  validation    4.071526  0.880406
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0        77435  subtrain    3.764352  0.874248
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0        77435  validation    4.071512  0.880406
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0        77436  validation    4.071499  0.880407
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0        77437  subtrain    3.764325  0.874248
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0        77437  validation    4.071487  0.880407
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0        77438  subtrain    3.764311  0.874248
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0        77438  validation    4.071473  0.880407
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0        77439  subtrain    3.764297  0.874248
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0        77439  validation     4.07146  0.880408
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0        77440  subtrain    3.764283  0.874248
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0        77440  validation    4.071446  0.880408
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0        77442  validation     4.07142  0.880408
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0        77444  validation    4.071394  0.88041
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0        77445  validation     4.07138  0.88041
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0        77446  validation    4.071367  0.88041
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0        77447  validation    4.071354  0.880411
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0        77449  validation    4.071328  0.880412
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0        77451  validation    4.071301  0.880412
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0        77452  validation    4.071288  0.880413
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0        77453  validation    4.071275  0.880413
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0        77454  validation    4.071262  0.880413
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0        77457  validation    4.071222  0.880414
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0        77458  subtrain     3.76403  0.874257
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0        77459  validation    4.071196  0.880415
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0        77829  validation    4.066327  0.880589
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0        77831  subtrain     3.75879  0.874444
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0        77831  validation    4.066301  0.880591
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0        77832  subtrain    3.758776  0.874444
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0        77832  validation    4.066288  0.880591
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0        77833  subtrain    3.758761  0.874445
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0        77833  validation    4.066275  0.880591
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0        77834  subtrain    3.758748  0.874446
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0        77834  validation    4.066262  0.880592
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0        77835  subtrain    3.758734  0.874446
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0        77835  validation    4.066248  0.880593
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0        77836  subtrain    3.758719  0.874446
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0        77836  validation    4.066236  0.880593
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0        77837  subtrain    3.758706  0.874446
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0        77837  validation    4.066222  0.880594
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0        77838  subtrain    3.758691  0.874447
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0        77838  validation    4.066209  0.880594
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0        77839  subtrain    3.758677  0.874447
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0        77839  validation    4.066196  0.880595
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0        77840  subtrain    3.758663  0.874447
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0        77840  validation    4.066183  0.880596
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0        77843  validation    4.066144  0.880597
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0        77844  subtrain    3.758608  0.874448
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0        77844  validation    4.066131  0.880599
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0        77845  validation    4.066117  0.880599
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0        77853  validation    4.066013  0.880603
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0        77859  subtrain    3.758397  0.874451
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0        77859  validation    4.065934  0.880607
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0        77860  validation    4.065921  0.880607
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0        77861  subtrain    3.758369  0.874452
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0        77861  validation    4.065908  0.880607
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0        77862  validation    4.065894  0.880608
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0        77863  subtrain    3.758341  0.874452
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0        77863  validation    4.065881  0.880608
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0        77864  subtrain    3.758327  0.874452
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0        77864  validation    4.065868  0.880608
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0        77865  subtrain    3.758313  0.874452
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0        77865  validation    4.065855  0.880608
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0        77866  subtrain    3.758299  0.874453
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0        77866  validation    4.065842  0.880609
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0        77867  subtrain    3.758285  0.874454
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0        77867  validation    4.065829  0.88061
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0        77868  subtrain    3.758271  0.874454
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0        77868  validation    4.065815  0.880611
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0        77869  subtrain    3.758257  0.874455
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0        77869  validation    4.065803  0.880612
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0        77870  subtrain    3.758243  0.874456
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0        77870  validation    4.065789  0.880613
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0        77871  subtrain    3.758229  0.874456
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0        77871  validation    4.065776  0.880613
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0        77872  validation    4.065763  0.880613
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0        77873  validation    4.065751  0.880613
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0        77874  subtrain    3.758188  0.874461
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0        77874  validation    4.065738  0.880613
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0        77875  subtrain    3.758173  0.874461
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0        77875  validation    4.065724  0.880613
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0        77876  subtrain    3.758159  0.874463
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0        77876  validation    4.065711  0.880613
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0        77877  subtrain    3.758145  0.874463
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0        77877  validation    4.065698  0.880613
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0        77878  subtrain    3.758131  0.874463
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0        77878  validation    4.065684  0.880614
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0        77879  subtrain    3.758117  0.874463
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0        77879  validation    4.065672  0.880614
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0        77880  subtrain    3.758104  0.874464
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0        77880  validation     4.06566  0.880615
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0        77881  subtrain     3.75809  0.874464
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0        77881  validation    4.065645  0.880615
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0        77882  validation    4.065632  0.880616
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0        77883  subtrain    3.758061  0.874465
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0        77883  validation    4.065619  0.880617
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0        77884  validation    4.065606  0.880617
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0        77885  subtrain    3.758033  0.874466
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0        77885  validation    4.065593  0.880617
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0        77886  validation     4.06558  0.880618
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0        77887  validation    4.065567  0.880618
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0        77888  validation    4.065554  0.880619
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0        77889  subtrain    3.757977  0.874468
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0        77889  validation    4.065541  0.880619
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0        77890  subtrain    3.757963  0.874469
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0        77890  validation    4.065527  0.88062
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0        77891  subtrain    3.757948  0.874469
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0        77891  validation    4.065513  0.88062
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0        77893  validation    4.065487  0.88062
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0        77894  subtrain    3.757907  0.874469
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0        77894  validation    4.065475  0.88062
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0        77895  validation    4.065462  0.88062
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0        77896  validation    4.065448  0.880621
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0        77899  validation    4.065409  0.880623
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0        77900  validation    4.065396  0.880624
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0        77901  validation    4.065382  0.880624
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0        77902  validation     4.06537  0.880624
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0        77903  validation    4.065357  0.880624
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0        77904  subtrain    3.757766  0.874476
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0        77904  validation    4.065343  0.880625
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0        77905  validation    4.065331  0.880626
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0        77908  validation    4.065291  0.880628
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0        77911  validation    4.065253  0.88063
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0        77912  validation    4.065239  0.88063
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0        77913  validation    4.065226  0.880631
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0        77914  validation    4.065212  0.880631
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0        77915  validation      4.0652  0.880631
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0        77917  validation    4.065173  0.880631
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0        77918  validation     4.06516  0.880632
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0        77919  validation    4.065147  0.880633
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0        77980  validation    4.064346  0.880658
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0        77982  subtrain    3.756673  0.874507
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0        77989  validation    4.064228  0.880661
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0        78864  subtrain    3.744385  0.874902
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0        78868  subtrain    3.744329  0.874904
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0        78873  subtrain     3.74426  0.874906
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0        78878  subtrain    3.744191  0.874907
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0        78882  validation    4.052584  0.881044
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0        78883  subtrain    3.744122  0.874908
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0        78883  validation    4.052571  0.881044
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0        78884  validation    4.052558  0.881045
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0        78887  validation     4.05252  0.881046
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0        78888  validation    4.052506  0.881046
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0        78897  validation     4.05239  0.881051
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0        78900  validation    4.052351  0.881052
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0        78901  subtrain    3.743872  0.874912
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0        78901  validation    4.052338  0.881052
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0        78902  subtrain    3.743858  0.874913
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0        78902  validation    4.052325  0.881056
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0        78903  validation    4.052312  0.881056
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0        78904  subtrain     3.74383  0.874914
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0        78904  validation    4.052299  0.881056
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0        78905  subtrain    3.743816  0.874914
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0        78905  validation    4.052286  0.881057
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0        78906  subtrain    3.743802  0.874915
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0        78906  validation    4.052272  0.881058
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0        78907  subtrain    3.743789  0.874915
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0        78907  validation     4.05226  0.881058
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0        78908  validation    4.052248  0.881058
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0        78909  validation    4.052234  0.88106
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0        78910  subtrain    3.743747  0.874918
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0        78910  validation    4.052221  0.881061
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0        78911  validation    4.052208  0.881061
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0        78912  validation    4.052196  0.881061
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0        78913  subtrain    3.743706  0.874919
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0        78913  validation    4.052182  0.881062
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0        78914  subtrain    3.743692  0.87492
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0        78914  validation    4.052169  0.881063
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0        78915  subtrain    3.743678  0.87492
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0        78915  validation    4.052156  0.881064
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0        78916  subtrain    3.743664  0.874921
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0        78916  validation    4.052144  0.881064
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0        78917  subtrain     3.74365  0.874923
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0        78917  validation    4.052131  0.881065
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0        78918  subtrain    3.743636  0.874924
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0        78918  validation    4.052117  0.881066
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0        78919  subtrain    3.743622  0.874924
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0        78919  validation    4.052104  0.881066
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0        78920  subtrain    3.743608  0.874925
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0        78920  validation    4.052091  0.881065
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0        78921  subtrain    3.743595  0.874926
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0        78921  validation    4.052078  0.881067
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0        78922  subtrain    3.743581  0.874926
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0        78922  validation    4.052065  0.881068
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0        78923  subtrain    3.743567  0.874927
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0        78923  validation    4.052052  0.881068
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0        78924  subtrain    3.743553  0.874927
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0        78924  validation     4.05204  0.88107
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0        78925  subtrain     3.74354  0.874927
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0        78925  validation    4.052027  0.881069
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0        78926  subtrain    3.743526  0.874927
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0        78926  validation    4.052013  0.881071
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0        78927  subtrain    3.743511  0.874928
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0        78927  validation       4.052  0.881071
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0        78928  subtrain    3.743498  0.874928
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0        78928  validation    4.051988  0.881072
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0        78929  subtrain    3.743484  0.874929
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0        78929  validation    4.051975  0.881072
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0        78930  subtrain     3.74347  0.87493
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0        78930  validation    4.051962  0.881074
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0        78931  subtrain    3.743456  0.87493
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0        78931  validation    4.051949  0.881074
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0        78932  subtrain    3.743443  0.874932
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0        78932  validation    4.051936  0.881073
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0        78933  subtrain    3.743429  0.874932
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0        78933  validation    4.051923  0.881074
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0        78934  subtrain    3.743414  0.874932
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0        78934  validation    4.051909  0.881075
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0        78935  subtrain    3.743401  0.874933
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0        78935  validation    4.051897  0.881076
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0        78936  subtrain    3.743387  0.874932
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0        78936  validation    4.051884  0.881076
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0        78937  subtrain    3.743373  0.874932
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0        78937  validation     4.05187  0.881076
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0        81466  subtrain    3.708778  0.876026
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0        81467  subtrain    3.708765  0.876028
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0        81467  validation     4.01951  0.882126
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0        81468  subtrain    3.708751  0.876029
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0        81469  subtrain    3.708738  0.876029
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0        81470  subtrain    3.708724  0.87603
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0        81472  subtrain    3.708697  0.87603
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0        81472  validation    4.019446  0.882125
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0        81473  subtrain    3.708683  0.876031
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0        81473  validation    4.019433  0.882126
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0        81474  subtrain     3.70867  0.876033
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0        81474  validation    4.019422  0.882126
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0        81475  subtrain    3.708656  0.876034
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0        81475  validation    4.019408  0.882127
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0        81476  subtrain    3.708642  0.876034
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0        81476  validation    4.019395  0.882127
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0        81477  subtrain    3.708629  0.876036
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0        81477  validation    4.019383  0.882128
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0        81478  subtrain    3.708615  0.876037
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0        81478  validation     4.01937  0.882128
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0        81479  subtrain    3.708602  0.876037
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0        81479  validation    4.019358  0.882129
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0        81480  subtrain    3.708589  0.876037
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0        81480  validation    4.019346  0.882129
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0        81481  subtrain    3.708575  0.876038
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0        81481  validation    4.019333  0.882129
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0        81482  subtrain    3.708562  0.876038
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0        81482  validation     4.01932  0.882129
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0        81483  subtrain    3.708549  0.876039
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0        81483  validation    4.019308  0.88213
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0        81484  subtrain    3.708535  0.876039
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0        81484  validation    4.019295  0.882131
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0        81485  subtrain    3.708521  0.87604
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0        81485  validation    4.019282  0.882131
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0        81486  subtrain    3.708507  0.876041
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0        81486  validation    4.019269  0.882131
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0        81487  subtrain    3.708494  0.876041
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0        81487  validation    4.019257  0.882132
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0        81488  subtrain    3.708481  0.876042
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0        81488  validation    4.019245  0.882132
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0        81489  subtrain    3.708467  0.876042
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0        81489  validation    4.019232  0.882133
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0        81490  subtrain    3.708453  0.876042
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0        81490  validation    4.019219  0.882134
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0        81491  subtrain     3.70844  0.876043
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0        81491  validation    4.019206  0.882134
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0        81492  subtrain    3.708426  0.876042
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0        81492  validation    4.019193  0.882134
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0        81493  subtrain    3.708414  0.876042
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0        81493  validation    4.019181  0.882136
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0        81494  subtrain    3.708399  0.876042
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0        81494  validation    4.019168  0.882136
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0        81495  subtrain    3.708386  0.876042
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0        81495  validation    4.019156  0.882137
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0        81496  subtrain    3.708373  0.876042
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0        81496  validation    4.019144  0.882137
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0        81497  subtrain    3.708358  0.876043
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0        81497  validation     4.01913  0.882138
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0        81498  subtrain    3.708346  0.876043
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0        81498  validation    4.019118  0.882138
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0        81499  subtrain    3.708333  0.876043
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0        81499  validation    4.019106  0.882139
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0        81500  subtrain    3.708319  0.876044
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0        81500  validation    4.019093  0.88214
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0        81501  subtrain    3.708305  0.876044
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0        81501  validation    4.019079  0.882141
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0        81502  subtrain    3.708291  0.876044
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0        81502  validation    4.019067  0.88214
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0        81503  subtrain    3.708278  0.876045
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0        81503  validation    4.019055  0.882141
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0        81504  subtrain    3.708265  0.876045
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0        81504  validation    4.019043  0.88214
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0        81505  subtrain    3.708251  0.876046
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0        81505  validation    4.019029  0.88214
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0        81506  subtrain    3.708237  0.876047
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0        81506  validation    4.019017  0.88214
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0        81507  subtrain    3.708223  0.876048
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0        81507  validation    4.019004  0.88214
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0        81508  subtrain    3.708211  0.876048
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0        81508  validation    4.018992  0.882141
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0        81509  subtrain    3.708197  0.876049
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0        81509  validation    4.018979  0.88214
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0        81510  subtrain    3.708184  0.87605
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0        81510  validation    4.018968  0.882141
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0        81511  subtrain     3.70817  0.87605
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0        81511  validation    4.018954  0.882141
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0        81512  subtrain    3.708156  0.876052
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0        81512  validation     4.01894  0.882141
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0        81513  subtrain    3.708143  0.876052
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0        81513  validation    4.018929  0.882143
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0        81514  subtrain     3.70813  0.876052
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0        81514  validation    4.018917  0.882144
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0        81515  subtrain    3.708116  0.876052
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0        81515  validation    4.018904  0.882145
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0        81516  subtrain    3.708103  0.876053
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0        81516  validation    4.018891  0.882146
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0        81517  subtrain    3.708089  0.876053
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0        81517  validation    4.018878  0.882146
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0        81518  subtrain    3.708075  0.876054
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0        81518  validation    4.018865  0.882147
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0        81520  validation     4.01884  0.882148
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0        81521  validation    4.018827  0.882149
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0        81522  subtrain    3.708022  0.876056
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0        81522  validation    4.018816  0.882149
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0        81523  subtrain    3.708008  0.876056
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0        81523  validation    4.018803  0.882149
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0        81526  subtrain    3.707967  0.876057
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0        81527  validation    4.018753  0.88215
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0        81528  validation     4.01874  0.88215
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0        81530  validation    4.018713  0.882151
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0        81531  subtrain      3.7079  0.87606
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0        81531  validation    4.018702  0.882152
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0        81532  validation    4.018688  0.882153
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0        81533  subtrain    3.707873  0.876061
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0        81533  validation    4.018677  0.882152
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0        81534  subtrain     3.70786  0.876063
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0        81534  validation    4.018664  0.882152
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0        81535  validation    4.018651  0.882152
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0        81536  validation    4.018639  0.882153
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0        81538  validation    4.018613  0.882154
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0        81540  validation    4.018589  0.882155
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0        81544  validation    4.018538  0.882157
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0        81547  validation      4.0185  0.882158
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0        81548  validation    4.018486  0.882158
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0        81549  subtrain    3.707657  0.876068
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0        81549  validation    4.018475  0.882158
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0        81550  validation    4.018461  0.882157
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0        81555  validation    4.018398  0.882159
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0        81556  validation    4.018386  0.882159
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0        81558  validation    4.018361  0.882161
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0        81559  validation    4.018348  0.882162
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0        81560  validation    4.018335  0.882162
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0        81561  subtrain    3.707494  0.876073
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0        81561  validation    4.018322  0.882163
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0        81562  subtrain    3.707481  0.876072
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0        81562  validation    4.018311  0.882164
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0        81563  subtrain    3.707468  0.876074
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0        81563  validation    4.018298  0.882165
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0        81939  subtrain    3.702404  0.876225
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0        81942  subtrain    3.702364  0.876227
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0        81942  validation     4.01353  0.882303
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0        81943  validation    4.013519  0.882304
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0        81944  subtrain    3.702338  0.876227
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0        81944  validation    4.013506  0.882303
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0        81945  subtrain    3.702324  0.876228
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0        81945  validation    4.013494  0.882304
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0        81946  subtrain    3.702311  0.876227
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0        81947  subtrain    3.702297  0.876227
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0        81947  validation    4.013469  0.882304
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0        81953  validation    4.013393  0.882306
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0        81984  validation    4.013004  0.882318
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0        81985  validation    4.012992  0.882319
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0        81986  validation     4.01298  0.882319
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0        81987  validation    4.012968  0.882319
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0        81989  validation    4.012941  0.882319
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0        81990  subtrain     3.70172  0.876255
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0        81990  validation    4.012929  0.882319
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0        81991  validation    4.012917  0.882319
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0        81992  validation    4.012905  0.882319
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0        81995  validation    4.012866  0.88232
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0        81997  validation    4.012841  0.882321
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0        81998  validation    4.012829  0.882321
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0        81999  subtrain    3.701598  0.876259
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0        81999  validation    4.012816  0.882321
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0        82000  subtrain    3.701585  0.876259
   step_number    set_name  loss_value       auc
0        82000  validation    4.012804  0.882322
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0        82001  subtrain    3.701571  0.876259
   step_number    set_name  loss_value       auc
0        82001  validation    4.012791  0.882322
   step_number  set_name  loss_value      auc
0        82002  subtrain    3.701559  0.87626
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0        82002  validation    4.012779  0.882322
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0        82003  subtrain    3.701545  0.87626
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0        82003  validation    4.012767  0.882322
   step_number  set_name  loss_value      auc
0        82004  subtrain    3.701531  0.87626
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0        82004  validation    4.012753  0.882322
   step_number  set_name  loss_value       auc
0        82005  subtrain    3.701518  0.876261
   step_number    set_name  loss_value       auc
0        82005  validation    4.012741  0.882322
   step_number  set_name  loss_value       auc
0        82006  subtrain    3.701504  0.876262
   step_number    set_name  loss_value       auc
0        82006  validation    4.012729  0.882323
   step_number  set_name  loss_value       auc
0        82007  subtrain    3.701491  0.876262
   step_number    set_name  loss_value       auc
0        82007  validation    4.012716  0.882324
   step_number  set_name  loss_value       auc
0        82008  subtrain    3.701477  0.876262
   step_number    set_name  loss_value       auc
0        82008  validation    4.012703  0.882324
   step_number  set_name  loss_value       auc
0        82009  subtrain    3.701464  0.876262
   step_number    set_name  loss_value       auc
0        82009  validation    4.012691  0.882325
   step_number  set_name  loss_value       auc
0        82010  subtrain    3.701451  0.876263
   step_number    set_name  loss_value       auc
0        82010  validation    4.012678  0.882325
   step_number  set_name  loss_value       auc
0        82011  subtrain    3.701437  0.876264
   step_number    set_name  loss_value       auc
0        82011  validation    4.012666  0.882326
   step_number  set_name  loss_value       auc
0        82012  subtrain    3.701424  0.876264
   step_number    set_name  loss_value       auc
0        82012  validation    4.012653  0.882326
   step_number  set_name  loss_value       auc
0        82013  subtrain    3.701411  0.876264
   step_number    set_name  loss_value       auc
0        82013  validation    4.012641  0.882326
   step_number  set_name  loss_value       auc
0        82014  subtrain    3.701397  0.876264
   step_number    set_name  loss_value       auc
0        82014  validation    4.012628  0.882326
   step_number  set_name  loss_value       auc
0        82015  subtrain    3.701384  0.876264
   step_number    set_name  loss_value       auc
0        82015  validation    4.012616  0.882327
   step_number  set_name  loss_value       auc
0        82016  subtrain    3.701371  0.876264
   step_number    set_name  loss_value       auc
0        82016  validation    4.012604  0.882327
   step_number  set_name  loss_value       auc
0        82017  subtrain    3.701357  0.876264
   step_number    set_name  loss_value       auc
0        82017  validation     4.01259  0.882328
   step_number  set_name  loss_value       auc
0        82018  subtrain    3.701343  0.876264
   step_number    set_name  loss_value       auc
0        82018  validation    4.012579  0.882328
   step_number  set_name  loss_value       auc
0        82019  subtrain     3.70133  0.876264
   step_number    set_name  loss_value       auc
0        82019  validation    4.012566  0.882328
   step_number  set_name  loss_value       auc
0        82020  subtrain    3.701317  0.876264
   step_number    set_name  loss_value       auc
0        82020  validation    4.012554  0.882328
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0        82314  subtrain    3.697373  0.876387
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0        85569  subtrain    3.654438  0.877686
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0        85570  subtrain    3.654426  0.877686
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0        85575  subtrain    3.654361  0.877689
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0        85599  subtrain    3.654048  0.877699
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0        85634  subtrain    3.653594  0.87771
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0        85636  subtrain    3.653568  0.87771
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0        85649  validation    3.967886  0.883671
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0        85651  validation    3.967862  0.883672
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0        85653  subtrain    3.653347  0.877714
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0        85656  validation    3.967802  0.883674
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0        85657  validation    3.967789  0.883674
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0        85658  subtrain    3.653282  0.877717
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0        85658  validation    3.967777  0.883675
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0        85659  subtrain    3.653269  0.877716
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0        85659  validation    3.967765  0.883676
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0        85660  subtrain    3.653255  0.877716
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0        85660  validation    3.967753  0.883677
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0        85661  subtrain    3.653243  0.877716
   step_number    set_name  loss_value       auc
0        85661  validation    3.967741  0.883678
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0        85662  subtrain     3.65323  0.877717
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0        85662  validation    3.967729  0.883678
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0        85663  subtrain    3.653216  0.877718
   step_number    set_name  loss_value       auc
0        85663  validation    3.967716  0.883678
   step_number  set_name  loss_value       auc
0        85664  subtrain    3.653203  0.877718
   step_number    set_name  loss_value       auc
0        85664  validation    3.967704  0.883678
   step_number  set_name  loss_value       auc
0        85665  subtrain    3.653191  0.877718
   step_number    set_name  loss_value       auc
0        85665  validation    3.967692  0.883678
   step_number  set_name  loss_value       auc
0        85666  subtrain    3.653178  0.877719
   step_number    set_name  loss_value       auc
0        85666  validation    3.967681  0.883678
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0        85667  subtrain    3.653164  0.877718
   step_number    set_name  loss_value       auc
0        85667  validation    3.967668  0.883678
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0        85668  subtrain    3.653152  0.877719
   step_number    set_name  loss_value       auc
0        85668  validation    3.967656  0.883678
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0        85669  subtrain    3.653139  0.877719
   step_number    set_name  loss_value       auc
0        85669  validation    3.967644  0.883679
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0        85670  subtrain    3.653126  0.877719
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0        85670  validation    3.967633  0.883678
   step_number  set_name  loss_value       auc
0        85671  subtrain    3.653114  0.877719
   step_number    set_name  loss_value       auc
0        85671  validation    3.967621  0.883678
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0        85672  subtrain      3.6531  0.877719
   step_number    set_name  loss_value       auc
0        85672  validation    3.967609  0.883678
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0        85673  subtrain    3.653088  0.87772
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0        85673  validation    3.967597  0.883679
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0        85674  subtrain    3.653074  0.87772
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0        85674  validation    3.967583  0.883679
   step_number  set_name  loss_value      auc
0        85675  subtrain    3.653061  0.87772
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0        85675  validation    3.967572  0.883679
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0        85676  subtrain    3.653049  0.87772
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0        85676  validation     3.96756  0.88368
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0        85677  subtrain    3.653035  0.87772
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0        85677  validation    3.967548  0.88368
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0        85678  subtrain    3.653022  0.87772
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0        85678  validation    3.967535  0.88368
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0        85679  subtrain    3.653009  0.87772
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0        85679  validation    3.967524  0.88368
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0        85680  subtrain    3.652996  0.87772
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0        85680  validation    3.967512  0.88368
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0        85681  subtrain    3.652984  0.877721
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0        85681  validation      3.9675  0.883681
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0        85682  subtrain    3.652971  0.877721
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0        85683  subtrain    3.652957  0.87772
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0        85683  validation    3.967476  0.883681
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0        85684  subtrain    3.652945  0.877721
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0        85684  validation    3.967464  0.883681
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0        85685  subtrain    3.652932  0.877721
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0        85685  validation    3.967452  0.883681
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0        85686  subtrain    3.652919  0.877721
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0        85686  validation     3.96744  0.883681
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0        85687  subtrain    3.652906  0.877722
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0        85687  validation    3.967427  0.883682
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0        85688  subtrain    3.652893  0.877723
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0        85688  validation    3.967415  0.883682
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0        85689  subtrain    3.652879  0.877723
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0        85689  validation    3.967402  0.883683
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0        85690  subtrain    3.652867  0.877723
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0        85690  validation    3.967391  0.883683
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0        85691  subtrain    3.652853  0.877724
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0        85691  validation    3.967379  0.883684
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0        85692  subtrain     3.65284  0.877724
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0        85692  validation    3.967366  0.883684
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0        85693  subtrain    3.652828  0.877724
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0        85693  validation    3.967355  0.883684
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0        85694  subtrain    3.652814  0.877724
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0        85694  validation    3.967343  0.883685
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0        85695  subtrain    3.652802  0.877724
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0        85695  validation     3.96733  0.883685
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0        85696  subtrain    3.652789  0.877725
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0        85696  validation    3.967318  0.883685
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0        85697  subtrain    3.652776  0.877726
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0        85697  validation    3.967306  0.883686
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0        85698  subtrain    3.652762  0.877726
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0        85698  validation    3.967293  0.883686
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0        85699  subtrain     3.65275  0.877726
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0        85699  validation    3.967283  0.883687
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0        85700  subtrain    3.652736  0.877728
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0        85700  validation    3.967269  0.883687
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0        85701  subtrain    3.652724  0.877729
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0        85701  validation    3.967258  0.883687
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0        85702  validation    3.967246  0.883687
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0        85703  subtrain    3.652697  0.877731
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0        85703  validation    3.967233  0.883687
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0        85704  subtrain    3.652685  0.87773
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0        85704  validation    3.967221  0.883688
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0        85705  subtrain    3.652672  0.877731
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0        85705  validation     3.96721  0.883688
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0        85706  subtrain    3.652659  0.877731
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0        85706  validation    3.967198  0.883688
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0        85707  validation    3.967185  0.883688
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0        85708  subtrain    3.652633  0.877732
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0        85708  validation    3.967173  0.883688
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0        85709  subtrain     3.65262  0.877732
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0        85709  validation    3.967161  0.883688
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0        85710  subtrain    3.652607  0.877733
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0        85710  validation    3.967149  0.883689
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0        85711  subtrain    3.652594  0.877733
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0        85711  validation    3.967138  0.883689
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0        85712  subtrain    3.652581  0.877733
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0        85712  validation    3.967125  0.883689
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0        85713  subtrain    3.652568  0.877734
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0        85713  validation    3.967113  0.883689
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0        85714  subtrain    3.652555  0.877735
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0        85714  validation    3.967101  0.883689
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0        85715  subtrain    3.652542  0.877735
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0        85715  validation    3.967089  0.883689
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0        85716  subtrain    3.652529  0.877736
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0        85716  validation    3.967076  0.883689
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0        85717  subtrain    3.652516  0.877736
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0        85717  validation    3.967065  0.883689
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0        85718  subtrain    3.652503  0.877737
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0        85718  validation    3.967053  0.883689
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0        85719  subtrain     3.65249  0.877736
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0        85719  validation     3.96704  0.883689
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0        85720  subtrain    3.652477  0.877736
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0        85720  validation    3.967028  0.88369
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0        85721  subtrain    3.652464  0.877737
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0        85721  validation    3.967017  0.883691
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0        85722  subtrain    3.652452  0.877738
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0        85722  validation    3.967005  0.88369
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0        85723  subtrain    3.652439  0.877739
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0        85723  validation    3.966993  0.883692
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0        85724  subtrain    3.652426  0.87774
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0        85724  validation     3.96698  0.883692
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0        85725  subtrain    3.652413  0.87774
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0        85725  validation    3.966969  0.883692
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0        85726  validation    3.966955  0.883693
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0        85727  subtrain    3.652386  0.877742
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0        85727  validation    3.966944  0.883693
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0        85728  subtrain    3.652374  0.877742
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0        85728  validation    3.966932  0.883693
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0        85729  subtrain     3.65236  0.877743
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0        85729  validation    3.966919  0.883694
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0        85730  subtrain    3.652348  0.877743
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0        85730  validation    3.966908  0.883694
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0        85731  subtrain    3.652334  0.877744
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0        85731  validation    3.966896  0.883695
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0        85732  subtrain    3.652322  0.877744
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0        85732  validation    3.966884  0.883695
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0        85733  subtrain    3.652308  0.877744
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0        85733  validation     3.96687  0.883695
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0        85734  subtrain    3.652296  0.877746
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0        85734  validation    3.966859  0.883694
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0        85735  subtrain    3.652282  0.877746
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0        85735  validation    3.966848  0.883695
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0        85736  subtrain     3.65227  0.877746
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0        85736  validation    3.966835  0.883695
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0        85737  validation    3.966823  0.883696
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0        85738  subtrain    3.652244  0.877746
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0        85738  validation    3.966811  0.883696
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0        85739  subtrain    3.652231  0.877746
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0        85739  validation    3.966799  0.883697
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0        85740  subtrain    3.652218  0.877747
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0        85740  validation    3.966786  0.883698
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0        85741  subtrain    3.652205  0.877747
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0        85741  validation    3.966775  0.883699
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0        85742  subtrain    3.652192  0.877748
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0        85742  validation    3.966763  0.8837
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0        85743  subtrain    3.652179  0.877748
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0        85743  validation     3.96675  0.8837
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0        85744  subtrain    3.652166  0.877749
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0        85744  validation    3.966739  0.8837
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0        85745  subtrain    3.652153  0.87775
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0        85745  validation    3.966726  0.8837
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0        85746  subtrain     3.65214  0.87775
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0        85746  validation    3.966714  0.8837
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0        85747  subtrain    3.652127  0.87775
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0        85747  validation    3.966702  0.8837
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0        85748  subtrain    3.652114  0.877751
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0        85748  validation    3.966691  0.8837
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0        85749  subtrain    3.652101  0.877752
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0        85749  validation    3.966678  0.8837
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0        85840  validation     3.96558  0.883726
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0        85846  validation    3.965508  0.883728
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0        85847  validation    3.965495  0.883729
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0        85875  validation    3.965158  0.883741
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0        85877  validation    3.965134  0.883742
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0        85879  validation    3.965109  0.883742
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0        85880  subtrain    3.650403  0.877808
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0        85880  validation    3.965098  0.883743
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0        85882  validation    3.965073  0.883743
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0        85883  validation    3.965061  0.883744
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0        85885  validation    3.965037  0.883745
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0        85886  validation    3.965024  0.883745
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0        85887  validation    3.965013  0.883745
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0        85888  subtrain    3.650299  0.877812
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0        85888  validation    3.965001  0.883745
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0        85889  subtrain    3.650286  0.877812
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0        85889  validation    3.964989  0.883747
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0        85890  subtrain    3.650273  0.877813
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0        85890  validation    3.964977  0.883747
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0        85891  subtrain    3.650261  0.877812
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0        85891  validation    3.964966  0.883748
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0        85892  subtrain    3.650248  0.877812
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0        85892  validation    3.964952  0.883748
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0        85893  subtrain    3.650235  0.877813
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0        85893  validation    3.964941  0.883748
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0        85894  subtrain    3.650223  0.877813
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0        85894  validation     3.96493  0.883748
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0        85895  subtrain    3.650209  0.877814
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0        85895  validation    3.964916  0.883749
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0        85896  subtrain    3.650196  0.877815
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0        85896  validation    3.964904  0.883749
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0        85897  subtrain    3.650182  0.877815
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0        85897  validation    3.964892  0.883749
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0        85898  subtrain    3.650171  0.877816
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0        85898  validation    3.964881  0.88375
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0        85899  subtrain    3.650157  0.877816
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0        85899  validation    3.964868  0.88375
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0        85900  subtrain    3.650144  0.877816
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0        85900  validation    3.964857  0.88375
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0        85901  subtrain    3.650131  0.877816
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0        85901  validation    3.964844  0.88375
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0        85902  validation    3.964832  0.88375
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0        85903  validation    3.964819  0.88375
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0        85904  subtrain    3.650092  0.877817
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0        85904  validation    3.964808  0.88375
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0        85905  subtrain    3.650079  0.877817
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0        85905  validation    3.964796  0.88375
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0        85906  subtrain    3.650066  0.877817
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0        85907  validation    3.964772  0.883749
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0        85908  subtrain    3.650041  0.877817
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0        85908  validation     3.96476  0.883749
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0        85909  validation    3.964748  0.883749
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0        85910  subtrain    3.650014  0.877817
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0        85910  validation    3.964736  0.883749
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0        85911  subtrain    3.650001  0.877817
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0        85911  validation    3.964723  0.883749
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0        85912  subtrain    3.649987  0.877818
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0        85912  validation     3.96471  0.88375
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0        85913  subtrain    3.649976  0.877818
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0        85913  validation      3.9647  0.88375
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0        85914  subtrain    3.649962  0.877819
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0        85914  validation    3.964688  0.883751
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0        85915  subtrain    3.649949  0.877819
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0        85915  validation    3.964675  0.883751
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0        85916  subtrain    3.649936  0.877819
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0        85916  validation    3.964663  0.883752
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0        85917  subtrain    3.649923  0.87782
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0        85917  validation    3.964651  0.883752
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0        85918  subtrain    3.649911  0.87782
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0        85918  validation    3.964639  0.883753
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0        85919  subtrain    3.649898  0.877821
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0        85919  validation    3.964627  0.883754
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0        85920  subtrain    3.649885  0.877821
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0        85920  validation    3.964615  0.883754
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0        85921  subtrain    3.649872  0.877823
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0        85921  validation    3.964603  0.883755
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0        85922  subtrain    3.649858  0.877823
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0        85922  validation    3.964591  0.883756
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0        85923  subtrain    3.649846  0.877823
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0        85923  validation    3.964579  0.883756
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0        85924  subtrain    3.649833  0.877824
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0        85924  validation    3.964566  0.883757
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0        85925  subtrain     3.64982  0.877824
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0        85925  validation    3.964554  0.883757
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0        85926  subtrain    3.649807  0.877824
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0        85926  validation    3.964543  0.883758
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0        85927  subtrain    3.649795  0.877824
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0        85927  validation     3.96453  0.883758
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0        85928  subtrain    3.649781  0.877825
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0        85928  validation    3.964518  0.883758
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0        85929  subtrain    3.649769  0.877827
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0        85929  validation    3.964507  0.883759
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0        85930  subtrain    3.649755  0.877826
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0        85930  validation    3.964494  0.883759
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0        85931  subtrain    3.649742  0.877828
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0        85931  validation    3.964482  0.883759
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0        85932  subtrain    3.649729  0.877828
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0        85932  validation    3.964469  0.88376
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0        85933  subtrain    3.649716  0.877828
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0        85933  validation    3.964458  0.88376
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0        85934  subtrain    3.649704  0.87783
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0        85934  validation    3.964447  0.88376
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0        85935  subtrain    3.649691  0.87783
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0        85935  validation    3.964435  0.883761
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0        85936  subtrain    3.649678  0.87783
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0        85936  validation    3.964422  0.883762
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0        85937  subtrain    3.649665  0.877831
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0        85937  validation     3.96441  0.883762
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0        85938  subtrain    3.649652  0.877832
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0        85938  validation    3.964398  0.883762
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0        85939  subtrain    3.649639  0.877832
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0        85939  validation    3.964386  0.883763
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0        85940  subtrain    3.649626  0.877832
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0        85940  validation    3.964374  0.883763
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0        85941  subtrain    3.649613  0.877832
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0        85941  validation    3.964362  0.883764
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0        85942  subtrain      3.6496  0.877833
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0        85942  validation     3.96435  0.883764
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0        85943  subtrain    3.649587  0.877834
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0        85943  validation    3.964338  0.883764
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0        85944  subtrain    3.649574  0.877834
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0        85944  validation    3.964325  0.883765
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0        85945  subtrain     3.64956  0.877836
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0        85945  validation    3.964314  0.883766
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0        85946  subtrain    3.649549  0.877836
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0        85946  validation    3.964302  0.883767
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0        85947  subtrain    3.649535  0.877836
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0        85947  validation    3.964289  0.883767
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0        85948  subtrain    3.649522  0.877838
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0        85948  validation    3.964277  0.883768
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0        85949  subtrain    3.649509  0.877838
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0        85949  validation    3.964266  0.883767
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0        85950  subtrain    3.649495  0.87784
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0        85950  validation    3.964252  0.883768
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0        85951  subtrain    3.649483  0.87784
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0        85951  validation    3.964242  0.883768
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0        85952  subtrain    3.649471  0.877841
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0        85952  validation    3.964229  0.883768
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0        85953  subtrain    3.649458  0.877841
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0        85953  validation    3.964217  0.883768
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0        85954  subtrain    3.649445  0.877842
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0        85954  validation    3.964206  0.883768
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0        85955  subtrain    3.649432  0.877843
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0        85955  validation    3.964193  0.883768
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0        85956  subtrain    3.649419  0.877844
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0        85956  validation    3.964181  0.883769
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0        85957  subtrain    3.649405  0.877844
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0        85957  validation    3.964169  0.883769
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0        85958  subtrain    3.649393  0.877844
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0        85958  validation    3.964157  0.88377
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0        85959  subtrain     3.64938  0.877844
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0        85959  validation    3.964144  0.883771
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0        85960  subtrain    3.649366  0.877845
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0        85960  validation    3.964132  0.883771
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0        85961  subtrain    3.649354  0.877846
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0        85961  validation     3.96412  0.883772
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0        85962  subtrain    3.649341  0.877847
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0        85962  validation    3.964109  0.883772
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0        85963  subtrain    3.649328  0.877847
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0        85963  validation    3.964097  0.883772
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0        85964  subtrain    3.649315  0.877848
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0        85964  validation    3.964085  0.883772
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0        85965  subtrain    3.649303  0.87785
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0        85965  validation    3.964073  0.883772
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0        85966  subtrain    3.649289  0.877851
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0        85966  validation    3.964059  0.883772
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0        85967  subtrain    3.649276  0.877851
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0        85967  validation    3.964048  0.883772
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0        85968  subtrain    3.649263  0.877851
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0        85968  validation    3.964036  0.883772
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0        85969  subtrain    3.649251  0.877851
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0        85969  validation    3.964025  0.883772
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0        85970  subtrain    3.649238  0.877851
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0        85970  validation    3.964013  0.883773
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0        85971  subtrain    3.649225  0.877851
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0        85971  validation       3.964  0.883773
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0        85972  subtrain    3.649212  0.877852
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0        85972  validation    3.963989  0.883773
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0        85973  subtrain    3.649199  0.877852
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0        85973  validation    3.963977  0.883773
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0        85974  subtrain    3.649185  0.877853
   step_number    set_name  loss_value       auc
0        85974  validation    3.963964  0.883774
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0        85975  subtrain    3.649173  0.877853
   step_number    set_name  loss_value       auc
0        85975  validation    3.963952  0.883774
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0        85976  subtrain     3.64916  0.877853
   step_number    set_name  loss_value       auc
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0        86034  subtrain    3.648409  0.877874
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0        86037  subtrain    3.648371  0.877875
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0        86040  subtrain    3.648332  0.877876
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0        86042  subtrain    3.648307  0.877876
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0        86045  validation    3.963109  0.883796
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0        86054  validation       3.963  0.883803
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0        86059  validation     3.96294  0.883805
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0        86061  validation    3.962916  0.883805
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0        86062  subtrain    3.648048  0.877885
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0        86062  validation    3.962904  0.883805
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0        86063  subtrain    3.648034  0.877886
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0        86063  validation    3.962891  0.883806
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0        86064  subtrain    3.648021  0.877886
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0        86064  validation    3.962879  0.883806
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0        86065  subtrain    3.648009  0.877886
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0        86065  validation    3.962868  0.883808
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0        86067  subtrain    3.647982  0.877887
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0        86068  subtrain    3.647969  0.877886
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0        86070  subtrain    3.647943  0.877886
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0        86072  subtrain    3.647918  0.877888
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0        86072  validation    3.962784  0.88381
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0        86073  subtrain    3.647906  0.877888
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0        86073  validation    3.962773  0.88381
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0        86074  subtrain    3.647892  0.877889
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0        86074  validation     3.96276  0.883811
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0        86075  subtrain     3.64788  0.877889
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0        86075  validation    3.962748  0.883811
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0        86076  subtrain    3.647866  0.877889
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0        86076  validation    3.962735  0.883812
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0        86077  validation    3.962723  0.883812
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0        86078  validation    3.962712  0.883811
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0        86079  subtrain    3.647828  0.877892
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0        86079  validation      3.9627  0.883811
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0        86082  subtrain    3.647789  0.877892
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0        86082  validation    3.962663  0.883811
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0        86083  subtrain    3.647775  0.877892
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0        86083  validation    3.962651  0.883811
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0        86084  subtrain    3.647762  0.877893
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0        86085  subtrain    3.647748  0.877892
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0        86086  validation    3.962616  0.883811
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0        86087  subtrain    3.647723  0.877894
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0        86087  validation    3.962602  0.883811
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0        86088  subtrain    3.647711  0.877894
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0        86088  validation    3.962591  0.883811
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0        86089  subtrain    3.647699  0.877894
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0        86089  validation     3.96258  0.883812
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0        86090  subtrain    3.647685  0.877894
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0        86090  validation    3.962566  0.883813
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0        86624  validation    3.956157  0.884015
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0        86626  validation    3.956134  0.884016
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0        86627  validation    3.956121  0.884016
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0        86628  validation    3.956111  0.884016
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0        86629  validation    3.956098  0.884016
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0        86632  validation    3.956063  0.884017
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0        86634  validation    3.956038  0.884019
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0        86637  validation    3.956002  0.88402
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0        86638  validation    3.955991  0.88402
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0        86639  validation    3.955978  0.88402
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0        86640  subtrain    3.640594  0.878128
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0        86640  validation    3.955966  0.88402
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0        86641  validation    3.955954  0.884021
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0        86645  validation    3.955907  0.884024
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0        86648  validation    3.955871  0.884024
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0        86650  validation    3.955846  0.884024
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0        86654  validation    3.955798  0.884025
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0        86793  validation    3.954137  0.884081
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0        86795  subtrain    3.638603  0.878188
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0        86795  validation    3.954113  0.884081
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0        86796  validation      3.9541  0.884083
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0        86797  subtrain    3.638576  0.878189
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0        86798  subtrain    3.638564  0.87819
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0        86798  validation    3.954076  0.884084
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0        86799  subtrain    3.638551  0.878191
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0        86799  validation    3.954065  0.884084
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0        86800  subtrain    3.638538  0.878191
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0        86812  subtrain    3.638384  0.878193
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0        86813  subtrain    3.638371  0.878193
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0        86814  subtrain    3.638357  0.878194
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0        86815  subtrain    3.638345  0.878194
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0        86820  subtrain    3.638281  0.878196
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0        86821  subtrain    3.638269  0.878198
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0        86822  subtrain    3.638255  0.878198
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0        86822  validation     3.95379  0.884089
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0        86823  validation    3.953779  0.884089
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0        86828  subtrain    3.638179  0.8782
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0        86829  subtrain    3.638166  0.878201
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0        86830  subtrain    3.638153  0.878201
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0        86832  subtrain    3.638127  0.878201
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0        86833  subtrain    3.638114  0.878201
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0        86835  subtrain    3.638088  0.878202
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0        86835  validation    3.953635  0.884093
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0        86840  subtrain    3.638024  0.878204
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0        86845  subtrain     3.63796  0.878205
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0        86850  subtrain    3.637896  0.878207
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0        86852  validation    3.953432  0.884099
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0        86879  validation    3.953109  0.884109
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0        86913  subtrain    3.637088  0.878234
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0        87915  validation    3.940793  0.884456
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0        87916  validation    3.940782  0.884457
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0        87917  validation    3.940769  0.884457
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0        87918  subtrain    3.624242  0.878622
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0        87918  validation    3.940758  0.884457
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0        87919  validation    3.940746  0.884458
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0        87920  validation    3.940734  0.884459
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0        87921  validation    3.940723  0.884459
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0        87922  subtrain    3.624191  0.878623
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0        87922  validation     3.94071  0.884459
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0        87923  subtrain    3.624178  0.878624
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0        87923  validation    3.940699  0.884459
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0        87924  validation    3.940687  0.884459
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0        87925  subtrain    3.624153  0.878624
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0        87925  validation    3.940675  0.884459
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0        87926  validation    3.940664  0.88446
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0        87927  validation    3.940652  0.88446
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0        87928  subtrain    3.624115  0.878625
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0        87928  validation     3.94064  0.88446
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0        87929  subtrain    3.624102  0.878625
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0        87929  validation    3.940628  0.884461
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0        87930  subtrain    3.624089  0.878626
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0        87930  validation    3.940616  0.884461
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0        87931  subtrain    3.624077  0.878626
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0        87931  validation    3.940604  0.884461
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0        87932  subtrain    3.624065  0.878625
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0        87932  validation    3.940593  0.884462
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0        87933  subtrain    3.624052  0.878625
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0        87933  validation     3.94058  0.884462
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0        87934  subtrain    3.624039  0.878625
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0        87934  validation    3.940568  0.884463
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0        87935  subtrain    3.624027  0.878627
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0        87935  validation    3.940558  0.884463
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0        87936  subtrain    3.624013  0.878628
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0        87936  validation    3.940546  0.884463
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0        87937  subtrain       3.624  0.878628
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0        87937  validation    3.940533  0.884463
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0        87938  subtrain    3.623988  0.878628
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0        87938  validation    3.940521  0.884463
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0        87939  subtrain    3.623975  0.878628
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0        87939  validation     3.94051  0.884463
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0        87940  subtrain    3.623962  0.878629
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0        87940  validation    3.940498  0.884464
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0        87941  subtrain    3.623949  0.878629
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0        87941  validation    3.940486  0.884464
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0        87942  subtrain    3.623936  0.87863
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0        87942  validation    3.940474  0.884463
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0        87943  subtrain    3.623925  0.87863
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0        87943  validation    3.940463  0.884464
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0        87944  subtrain    3.623911  0.878631
   step_number    set_name  loss_value       auc
0        87944  validation     3.94045  0.884464
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0        87945  subtrain    3.623899  0.878632
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0        87945  validation    3.940439  0.884464
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0        87946  subtrain    3.623886  0.878632
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0        87946  validation    3.940427  0.884465
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0        87947  subtrain    3.623873  0.878632
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0        87947  validation    3.940415  0.884466
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0        87948  subtrain     3.62386  0.878632
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0        87948  validation    3.940403  0.884467
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0        87949  subtrain    3.623847  0.878632
   step_number    set_name  loss_value       auc
0        87949  validation    3.940391  0.884467
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0        87950  subtrain    3.623835  0.878632
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0        87950  validation    3.940379  0.884467
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0        87951  subtrain    3.623823  0.878632
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0        87951  validation    3.940368  0.884467
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0        87952  subtrain     3.62381  0.878633
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0        87952  validation    3.940356  0.884467
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0        87953  subtrain    3.623798  0.878633
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0        87953  validation    3.940345  0.884468
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0        87954  subtrain    3.623784  0.878633
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0        87954  validation    3.940332  0.884468
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0        87955  subtrain    3.623771  0.878634
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0        87955  validation     3.94032  0.884468
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0        87956  subtrain    3.623759  0.878634
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0        87956  validation    3.940308  0.884468
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0        87957  subtrain    3.623746  0.878635
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0        87957  validation    3.940296  0.884468
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0        87958  subtrain    3.623733  0.878635
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0        87958  validation    3.940285  0.884468
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0        87959  subtrain    3.623721  0.878635
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0        87959  validation    3.940274  0.884469
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0        87960  subtrain    3.623708  0.878636
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0        87960  validation    3.940261  0.884469
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0        87961  subtrain    3.623695  0.878636
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0        87961  validation     3.94025  0.88447
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0        87962  subtrain    3.623682  0.878636
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0        87962  validation    3.940237  0.88447
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0        87963  subtrain     3.62367  0.878637
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0        87963  validation    3.940225  0.88447
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0        87964  subtrain    3.623658  0.878637
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0        87964  validation    3.940215  0.884471
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0        87965  subtrain    3.623645  0.878638
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0        87965  validation    3.940202  0.884472
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0        87966  subtrain    3.623632  0.878638
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0        87966  validation     3.94019  0.884472
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0        87967  subtrain    3.623619  0.878638
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0        87967  validation    3.940178  0.884472
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0        87968  subtrain    3.623607  0.878639
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0        87968  validation    3.940167  0.884471
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0        87969  subtrain    3.623593  0.878639
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0        87969  validation    3.940155  0.884472
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0        87970  subtrain    3.623581  0.87864
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0        87970  validation    3.940143  0.884472
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0        87971  subtrain    3.623568  0.878641
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0        87971  validation    3.940131  0.884472
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0        87972  subtrain    3.623555  0.878641
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0        87972  validation    3.940119  0.884474
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0        87973  subtrain    3.623542  0.878641
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0        87973  validation    3.940107  0.884474
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0        87974  subtrain     3.62353  0.878642
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0        87974  validation    3.940096  0.884475
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0        87975  subtrain    3.623517  0.878642
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0        87975  validation    3.940084  0.884475
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0        87976  subtrain    3.623504  0.878643
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0        87976  validation    3.940072  0.884476
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0        87977  subtrain    3.623491  0.878643
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0        87977  validation    3.940059  0.884476
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0        87978  subtrain    3.623479  0.878643
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0        87978  validation    3.940048  0.884476
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0        87979  subtrain    3.623466  0.878643
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0        87979  validation    3.940036  0.884476
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0        87980  subtrain    3.623454  0.878644
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0        87980  validation    3.940024  0.884476
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0        87981  subtrain    3.623441  0.878644
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0        87981  validation    3.940012  0.884476
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0        87982  subtrain    3.623427  0.878644
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0        87982  validation        3.94  0.884477
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0        87983  subtrain    3.623415  0.878644
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0        87983  validation    3.939989  0.884478
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0        87984  subtrain    3.623403  0.878645
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0        87984  validation    3.939977  0.884478
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0        87985  subtrain     3.62339  0.878645
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0        87985  validation    3.939965  0.884479
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0        87986  subtrain    3.623377  0.878646
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0        87986  validation    3.939954  0.88448
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0        87987  subtrain    3.623364  0.878647
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0        87987  validation    3.939942  0.884481
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0        87988  subtrain    3.623351  0.878647
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0        87988  validation     3.93993  0.884481
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0        87989  subtrain    3.623338  0.878646
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0        87989  validation    3.939918  0.884482
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0        87990  subtrain    3.623325  0.878647
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0        87990  validation    3.939906  0.884482
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0        87991  subtrain    3.623312  0.878647
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0        87991  validation    3.939894  0.884482
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0        87992  subtrain    3.623301  0.878648
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0        87992  validation    3.939883  0.884483
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0        87993  subtrain    3.623287  0.878648
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0        87993  validation     3.93987  0.884483
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0        87994  subtrain    3.623275  0.87865
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0        87994  validation    3.939858  0.884483
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0        87995  subtrain    3.623262  0.878651
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0        87995  validation    3.939847  0.884484
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0        87996  subtrain     3.62325  0.878651
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0        87996  validation    3.939835  0.884484
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0        87997  subtrain    3.623237  0.878651
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0        87997  validation    3.939823  0.884484
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0        87998  subtrain    3.623224  0.878651
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0        87998  validation    3.939811  0.884484
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0        87999  subtrain    3.623211  0.878651
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0        87999  validation      3.9398  0.884484
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0        88000  subtrain    3.623198  0.878652
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0        88000  validation    3.939787  0.884485
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0        88001  subtrain    3.623186  0.878652
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0        88001  validation    3.939776  0.884485
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0        88002  subtrain    3.623173  0.878652
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0        88002  validation    3.939764  0.884485
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0        88003  subtrain    3.623161  0.878653
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0        88003  validation    3.939753  0.884485
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0        88004  subtrain    3.623148  0.878654
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0        88008  validation    3.939693  0.884488
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0        88013  validation    3.939634  0.884489
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0        88015  validation    3.939611  0.88449
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0        88020  subtrain    3.622945  0.87866
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0        88020  validation    3.939552  0.884494
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0        88021  subtrain    3.622932  0.878661
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0        88021  validation     3.93954  0.884495
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0        88022  subtrain     3.62292  0.878661
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0        88022  validation    3.939528  0.884495
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0        88023  subtrain    3.622906  0.878662
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0        88023  validation    3.939515  0.884495
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0        88024  subtrain    3.622894  0.878663
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0        88024  validation    3.939504  0.884495
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0        88025  subtrain    3.622881  0.878663
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0        88025  validation    3.939492  0.884495
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0        88026  subtrain    3.622868  0.878664
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0        88026  validation    3.939481  0.884495
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0        88027  subtrain    3.622856  0.878664
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0        88879  validation    3.929433  0.884752
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0        88930  validation    3.928834  0.884768
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0        88935  subtrain    3.611349  0.879002
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0        88936  validation    3.928764  0.884767
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0        88937  subtrain    3.611324  0.879003
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0        88949  validation    3.928612  0.884772
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0        88950  validation    3.928599  0.884772
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0        88957  validation    3.928518  0.884775
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0        88958  validation    3.928507  0.884775
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0        88959  validation    3.928494  0.884776
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0        88961  subtrain    3.611022  0.879009
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0        88961  validation    3.928471  0.884777
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0        88962  subtrain    3.611009  0.879011
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0        88962  validation    3.928459  0.884777
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0        88963  subtrain    3.610996  0.879012
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0        88963  validation    3.928447  0.884779
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0        88964  subtrain    3.610984  0.879012
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0        88964  validation    3.928436  0.884779
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0        88965  subtrain    3.610971  0.879012
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0        88965  validation    3.928424  0.884779
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0        88966  subtrain    3.610959  0.879012
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0        88966  validation    3.928412  0.884779
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0        88967  subtrain    3.610946  0.879014
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0        88967  validation      3.9284  0.884779
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0        88968  subtrain    3.610933  0.879014
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0        88968  validation    3.928389  0.884779
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0        88969  subtrain    3.610921  0.879013
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0        88969  validation    3.928377  0.884779
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0        88970  subtrain    3.610909  0.879013
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0        88970  validation    3.928366  0.884779
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0        88971  subtrain    3.610895  0.879013
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0        88971  validation    3.928354  0.884779
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0        88972  subtrain    3.610883  0.879013
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0        88972  validation    3.928342  0.88478
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0        88973  subtrain     3.61087  0.879014
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0        88973  validation     3.92833  0.884781
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0        88974  subtrain    3.610857  0.879014
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0        88974  validation    3.928319  0.884781
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0        88975  subtrain    3.610845  0.879014
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0        88975  validation    3.928307  0.884781
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0        88976  subtrain    3.610833  0.879014
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0        88976  validation    3.928295  0.884782
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0        88977  subtrain     3.61082  0.879015
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0        88977  validation    3.928283  0.884783
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0        88978  subtrain    3.610807  0.879016
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0        88978  validation    3.928271  0.884782
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0        88979  subtrain    3.610794  0.879016
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0        88979  validation    3.928259  0.884781
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0        88980  subtrain    3.610782  0.879017
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0        88980  validation    3.928249  0.884781
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0        88981  subtrain     3.61077  0.879017
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0        88981  validation    3.928236  0.884782
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0        88982  subtrain    3.610757  0.879017
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0        88982  validation    3.928225  0.884782
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0        88983  subtrain    3.610744  0.879018
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0        88983  validation    3.928212  0.884782
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0        88984  subtrain    3.610732  0.879018
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0        88984  validation    3.928201  0.884781
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0        88985  subtrain    3.610719  0.879017
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0        88985  validation     3.92819  0.884782
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0        88986  subtrain    3.610707  0.879017
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0        88986  validation    3.928178  0.884782
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0        88987  subtrain    3.610694  0.879017
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0        88987  validation    3.928167  0.884782
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0        88988  subtrain    3.610681  0.879018
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0        88988  validation    3.928154  0.884782
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0        88989  subtrain    3.610669  0.879019
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0        88989  validation    3.928143  0.884781
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0        88990  subtrain    3.610656  0.87902
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0        88990  validation     3.92813  0.884782
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0        88992  validation    3.928108  0.884782
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0        88993  validation    3.928096  0.884782
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0        88994  subtrain    3.610606  0.879021
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0        88994  validation    3.928084  0.884782
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0        88995  subtrain    3.610594  0.87902
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0        88995  validation    3.928073  0.884782
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0        88996  subtrain     3.61058  0.879021
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0        88996  validation    3.928061  0.884782
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0        88997  validation    3.928049  0.884783
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0        88998  subtrain    3.610555  0.879022
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0        88998  validation    3.928037  0.884784
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0        88999  subtrain    3.610542  0.879022
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0        88999  validation    3.928025  0.884785
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0        89000  subtrain     3.61053  0.879022
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0        89000  validation    3.928014  0.884786
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0        89001  subtrain    3.610518  0.879021
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0        89001  validation    3.928003  0.884786
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0        89002  subtrain    3.610505  0.879021
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0        89002  validation    3.927991  0.884786
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0        89003  subtrain    3.610492  0.879022
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0        89004  subtrain    3.610479  0.879022
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0        89015  validation    3.927838  0.884792
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0        89019  validation    3.927791  0.884792
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0        89020  validation    3.927779  0.884792
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0        89021  subtrain    3.610265  0.879028
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0        89043  validation     3.92751  0.884796
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0        89048  validation    3.927452  0.884796
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0        89073  subtrain    3.609609  0.879047
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0        89075  subtrain    3.609584  0.879048
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0        89078  subtrain    3.609547  0.879048
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0        89089  validation    3.926971  0.884808
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0        89090  subtrain    3.609395  0.879052
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0        89109  validation    3.926738  0.884814
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0        89111  validation    3.926713  0.884816
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0        89112  validation    3.926702  0.884816
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0        89122  validation    3.926584  0.884819
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0        89131  validation     3.92648  0.884821
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0        89132  validation    3.926468  0.884821
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0        89145  validation    3.926316  0.884828
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0        89162  validation    3.926116  0.884834
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0        89277  validation     3.92477  0.884863
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0        89600  validation    3.920997  0.884989
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0        89601  validation    3.920986  0.884989
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0        89602  validation    3.920974  0.884989
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0        89603  validation    3.920963  0.884991
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0        89604  validation    3.920952  0.884991
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0        89605  validation    3.920939  0.884991
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0        89609  validation    3.920892  0.884992
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0        89610  validation    3.920881  0.884993
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0        89611  validation     3.92087  0.884993
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0        89612  subtrain    3.602829  0.879248
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0        89612  validation    3.920858  0.884993
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0        89613  subtrain    3.602817  0.879248
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0        89613  validation    3.920846  0.884993
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0        89614  subtrain    3.602804  0.879249
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0        89614  validation    3.920834  0.884994
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0        89615  subtrain    3.602792  0.87925
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0        89615  validation    3.920823  0.884995
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0        89616  subtrain    3.602779  0.87925
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0        89616  validation    3.920811  0.884995
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0        89617  subtrain    3.602767  0.879251
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0        89617  validation    3.920799  0.884995
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0        89618  subtrain    3.602754  0.879251
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0        89764  validation    3.919087  0.885046
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0        89765  validation    3.919076  0.885046
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0        89786  validation    3.918833  0.885053
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0        89787  validation    3.918821  0.885053
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0        89789  validation    3.918797  0.885054
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0        89790  validation    3.918786  0.885054
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0        89795  validation    3.918728  0.885055
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0        89799  validation    3.918681  0.885058
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0        89817  validation    3.918472  0.885063
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0        89818  validation    3.918459  0.885063
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0        89819  validation    3.918448  0.885064
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0        89821  validation    3.918426  0.885063
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0        89822  validation    3.918414  0.885063
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0        89823  validation    3.918402  0.885064
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0        89824  validation    3.918391  0.885064
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0        89825  validation    3.918379  0.885063
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0        89826  validation    3.918367  0.885063
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0        89827  validation    3.918355  0.885064
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0        89828  validation    3.918344  0.885064
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0        89829  validation    3.918333  0.885064
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0        89830  validation    3.918321  0.885064
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0        89831  validation    3.918309  0.885064
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0        89832  subtrain    3.600071  0.879319
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0        89832  validation    3.918297  0.885064
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0        89833  subtrain    3.600059  0.879319
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0        89833  validation    3.918286  0.885064
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0        89834  validation    3.918274  0.885064
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0        89835  subtrain    3.600035  0.879321
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0        89835  validation    3.918263  0.885064
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0        89836  subtrain    3.600022  0.879322
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0        89836  validation    3.918251  0.885065
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0        89837  subtrain    3.600009  0.879323
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0        89837  validation    3.918239  0.885065
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0        89838  subtrain    3.599997  0.879323
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0        89838  validation    3.918228  0.885066
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0        89839  subtrain    3.599985  0.879323
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0        89839  validation    3.918216  0.885066
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0        89840  subtrain    3.599972  0.879324
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0        89840  validation    3.918204  0.885067
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0        89841  validation    3.918193  0.885067
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0        89842  validation    3.918181  0.885068
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0        89843  validation    3.918169  0.885068
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0        89844  subtrain    3.599922  0.879323
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0        89844  validation    3.918158  0.885068
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0        89845  subtrain     3.59991  0.879323
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0        89845  validation    3.918146  0.885068
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0        89846  subtrain    3.599898  0.879322
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0        89846  validation    3.918136  0.885068
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0        89867  validation    3.917891  0.885075
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0        89868  validation    3.917879  0.885075
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0        89871  subtrain    3.599584  0.879335
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0        89872  validation    3.917833  0.885077
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0        89873  subtrain    3.599559  0.879335
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0        89873  validation    3.917821  0.885079
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0        89875  subtrain    3.599534  0.879336
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0        89875  validation    3.917798  0.885081
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0        89876  subtrain    3.599521  0.879336
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0        89876  validation    3.917786  0.885081
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0        89877  subtrain     3.59951  0.879336
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0        89877  validation    3.917775  0.885082
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0        89878  subtrain    3.599496  0.879336
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0        89878  validation    3.917763  0.885083
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0        89879  subtrain    3.599484  0.879336
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0        89879  validation    3.917752  0.885083
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0        89880  validation     3.91774  0.885082
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0        89881  subtrain    3.599459  0.879336
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0        89882  validation    3.917717  0.885083
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0        89883  subtrain    3.599434  0.879336
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0        89883  validation    3.917705  0.885083
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0        89884  subtrain    3.599422  0.879336
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0        89884  validation    3.917694  0.885083
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0        89885  subtrain    3.599409  0.879336
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0        89885  validation    3.917682  0.885084
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0        89886  validation     3.91767  0.885084
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0        89887  validation    3.917658  0.885084
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0        89888  subtrain    3.599371  0.879337
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0        89888  validation    3.917647  0.885084
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0        89889  subtrain    3.599359  0.879338
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0        89889  validation    3.917635  0.885084
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0        89890  subtrain    3.599346  0.879338
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0        89890  validation    3.917624  0.885084
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0        89891  subtrain    3.599334  0.879338
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0        89891  validation    3.917612  0.885084
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0        89892  subtrain    3.599321  0.879338
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0        89893  validation    3.917588  0.885085
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0        89894  subtrain    3.599297  0.879339
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0        89894  validation    3.917577  0.885085
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0        89912  subtrain    3.599071  0.879346
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0        89912  validation    3.917368  0.885088
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0        89918  subtrain    3.598996  0.879348
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0        90189  subtrain     3.59561  0.879432
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0        90446  validation    3.911181  0.885258
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0        90447  subtrain    3.592394  0.879511
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0        90447  validation    3.911169  0.885258
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0        90448  subtrain    3.592382  0.879512
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0        90448  validation    3.911158  0.885259
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0        90449  subtrain     3.59237  0.879513
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0        90449  validation    3.911147  0.885258
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0        90491  validation    3.910661  0.885272
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0        90492  validation     3.91065  0.885272
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0        90500  validation    3.910558  0.885273
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0        90514  validation    3.910395  0.885275
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0        90516  validation    3.910373  0.885276
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0        90521  validation    3.910315  0.885279
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0        90522  validation    3.910304  0.885279
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0        90523  subtrain    3.591448  0.879537
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0        90523  validation    3.910291  0.885279
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0        90524  subtrain    3.591435  0.879537
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0        90524  validation     3.91028  0.88528
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0        90525  subtrain    3.591423  0.879537
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0        90525  validation    3.910268  0.885281
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0        90526  subtrain    3.591411  0.879538
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0        90526  validation    3.910257  0.885281
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0        90527  subtrain    3.591398  0.879537
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0        90527  validation    3.910246  0.885282
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0        90528  subtrain    3.591387  0.879538
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0        90528  validation    3.910234  0.885282
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0        90529  subtrain    3.591373  0.879539
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0        90529  validation    3.910222  0.885282
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0        90530  subtrain    3.591361  0.879539
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0        90530  validation     3.91021  0.885281
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0        90531  subtrain    3.591349  0.879539
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0        90531  validation    3.910199  0.885281
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0        90547  validation    3.910014  0.885287
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0        90548  validation    3.910002  0.885287
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0        90549  validation    3.909991  0.885288
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0        90550  subtrain    3.591113  0.879548
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0        90550  validation     3.90998  0.885288
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0        90551  subtrain    3.591101  0.879549
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0        90552  subtrain    3.591087  0.879549
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0        90552  validation    3.909956  0.885289
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0        90553  subtrain    3.591075  0.879549
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0        90555  subtrain     3.59105  0.87955
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0        90555  validation    3.909921  0.88529
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0        90556  validation     3.90991  0.88529
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0        90557  subtrain    3.591025  0.879551
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0        90557  validation    3.909899  0.885291
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0        90558  subtrain    3.591012  0.879551
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0        90558  validation    3.909887  0.88529
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0        90559  subtrain       3.591  0.879551
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0        90559  validation    3.909875  0.88529
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0        90560  subtrain    3.590987  0.879551
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0        90560  validation    3.909864  0.885291
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0        90561  subtrain    3.590975  0.879551
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0        90561  validation    3.909852  0.885291
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0        90562  subtrain    3.590962  0.879551
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0        90562  validation    3.909841  0.885293
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0        90563  subtrain    3.590951  0.879551
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0        90564  subtrain    3.590938  0.879551
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0        90564  validation    3.909818  0.885294
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0        90565  subtrain    3.590926  0.879551
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0        90565  validation    3.909806  0.885293
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0        90566  subtrain    3.590913  0.879552
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0        90566  validation    3.909794  0.885294
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0        90567  subtrain    3.590901  0.879552
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0        90567  validation    3.909784  0.885295
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0        90568  subtrain    3.590888  0.879552
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0        90568  validation    3.909771  0.885295
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0        90569  subtrain    3.590877  0.879552
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0        90569  validation    3.909761  0.885295
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0        90570  subtrain    3.590864  0.879553
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0        90570  validation    3.909749  0.885295
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0        90571  subtrain    3.590851  0.879553
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0        90571  validation    3.909738  0.885295
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0        90572  subtrain    3.590838  0.879553
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0        90572  validation    3.909725  0.885296
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0        90573  subtrain    3.590826  0.879553
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0        90575  subtrain    3.590801  0.879553
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0        90575  validation    3.909691  0.885297
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0        90576  subtrain    3.590789  0.879552
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0        90576  validation    3.909679  0.885298
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0        90577  subtrain    3.590776  0.879552
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0        90577  validation    3.909668  0.885298
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0        90578  subtrain    3.590764  0.879553
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0        90578  validation    3.909657  0.885298
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0        90579  subtrain    3.590752  0.879552
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0        90579  validation    3.909645  0.885298
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0        90580  subtrain    3.590739  0.879552
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0        90580  validation    3.909633  0.885298
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0        90581  subtrain    3.590727  0.879552
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0        90581  validation    3.909621  0.885298
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0        90582  subtrain    3.590714  0.879553
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0        90582  validation     3.90961  0.885297
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0        90583  subtrain    3.590701  0.879553
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0        90583  validation    3.909599  0.885297
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0        90584  subtrain    3.590689  0.879554
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0        90584  validation    3.909587  0.885297
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0        90585  subtrain    3.590677  0.879555
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0        90585  validation    3.909576  0.885297
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0        90586  validation    3.909565  0.885298
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0        90587  subtrain    3.590652  0.879557
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0        90587  validation    3.909552  0.885298
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0        90588  subtrain     3.59064  0.879557
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0        90588  validation    3.909541  0.885299
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0        90589  subtrain    3.590626  0.879558
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0        90589  validation    3.909529  0.885299
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0        90590  subtrain    3.590614  0.879559
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0        90591  subtrain    3.590602  0.87956
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0        90592  subtrain     3.59059  0.87956
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0        90592  validation    3.909495  0.885302
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0        90593  subtrain    3.590578  0.879559
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0        90593  validation    3.909484  0.885303
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0        90594  subtrain    3.590566  0.87956
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0        90594  validation    3.909473  0.885304
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0        90595  subtrain    3.590553  0.87956
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0        90595  validation    3.909461  0.885304
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0        90596  validation    3.909449  0.885304
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0        90597  subtrain    3.590527  0.879559
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0        90597  validation    3.909437  0.885305
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0        90598  subtrain    3.590516  0.879559
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0        90598  validation    3.909426  0.885304
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0        90599  subtrain    3.590503  0.87956
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0        90599  validation    3.909414  0.885306
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0        90600  validation    3.909403  0.885306
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0        90601  subtrain    3.590478  0.879561
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0        90602  subtrain    3.590465  0.87956
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0        90602  validation     3.90938  0.885306
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0        90603  validation    3.909368  0.885306
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0        90604  validation    3.909356  0.885306
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0        90605  validation    3.909345  0.885306
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0        90609  validation    3.909298  0.885307
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0        90610  validation    3.909287  0.885308
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0        90611  validation    3.909276  0.885307
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0        90612  subtrain    3.590341  0.87956
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0        90612  validation    3.909264  0.885308
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0        90613  subtrain    3.590329  0.879561
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0        90613  validation    3.909253  0.885308
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0        90614  subtrain    3.590316  0.879562
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0        90614  validation    3.909241  0.885309
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0        90615  subtrain    3.590304  0.879562
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0        90615  validation     3.90923  0.88531
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0        90616  subtrain    3.590292  0.879563
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0        90616  validation    3.909218  0.88531
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0        90617  validation    3.909206  0.88531
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0        90618  subtrain    3.590266  0.879564
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0        90618  validation    3.909194  0.885311
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0        90619  subtrain    3.590254  0.879564
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0        90619  validation    3.909184  0.885312
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0        90620  validation    3.909172  0.885311
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0        90621  subtrain     3.59023  0.879564
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0        90621  validation    3.909161  0.885312
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0        90623  subtrain    3.590205  0.879566
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0        90623  validation    3.909137  0.885312
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0        90624  subtrain    3.590191  0.879566
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0        90624  validation    3.909125  0.885313
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0        90625  subtrain    3.590179  0.879566
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0        90625  validation    3.909114  0.885314
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0        90626  subtrain    3.590166  0.879566
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0        90626  validation    3.909102  0.885315
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0        90627  subtrain    3.590155  0.879566
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0        90627  validation    3.909091  0.885315
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0        90628  subtrain    3.590142  0.879566
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0        90628  validation    3.909079  0.885315
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0        90629  subtrain     3.59013  0.879566
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0        90629  validation    3.909068  0.885315
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0        90630  subtrain    3.590118  0.879567
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0        90630  validation    3.909057  0.885315
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0        90631  subtrain    3.590105  0.879568
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0        90631  validation    3.909045  0.885316
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0        90632  subtrain    3.590093  0.879571
   step_number    set_name  loss_value       auc
0        90632  validation    3.909034  0.885316
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0        90633  subtrain     3.59008  0.879571
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0        90633  validation    3.909022  0.885316
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0        90634  subtrain    3.590068  0.879571
   step_number    set_name  loss_value       auc
0        90634  validation     3.90901  0.885317
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0        90635  subtrain    3.590056  0.879572
   step_number    set_name  loss_value       auc
0        90635  validation       3.909  0.885317
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0        90636  subtrain    3.590043  0.879572
   step_number    set_name  loss_value       auc
0        90636  validation    3.908987  0.885318
   step_number  set_name  loss_value       auc
0        90637  subtrain    3.590031  0.879574
   step_number    set_name  loss_value       auc
0        90637  validation    3.908976  0.885318
   step_number  set_name  loss_value       auc
0        90638  subtrain    3.590018  0.879574
   step_number    set_name  loss_value       auc
0        90638  validation    3.908964  0.885319
   step_number  set_name  loss_value       auc
0        90639  subtrain    3.590006  0.879575
   step_number    set_name  loss_value      auc
0        90639  validation    3.908953  0.88532
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0        90640  subtrain    3.589993  0.879575
   step_number    set_name  loss_value      auc
0        90640  validation    3.908941  0.88532
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   step_number    set_name  loss_value       auc
0        90641  validation     3.90893  0.885321
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0        90642  subtrain    3.589968  0.879576
   step_number    set_name  loss_value       auc
0        90642  validation    3.908918  0.885321
   step_number  set_name  loss_value       auc
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   step_number    set_name  loss_value       auc
0        90643  validation    3.908906  0.885321
   step_number  set_name  loss_value       auc
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0        90784  validation    3.907281  0.88537
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0        90785  validation     3.90727  0.88537
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0        90786  validation    3.907258  0.88537
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0        90787  subtrain    3.588166  0.879634
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0        90787  validation    3.907247  0.88537
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0        90788  subtrain    3.588155  0.879634
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0        90788  validation    3.907236  0.88537
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0        90789  subtrain    3.588142  0.879634
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0        90789  validation    3.907224  0.88537
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0        90790  subtrain    3.588129  0.879634
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0        90790  validation    3.907212  0.88537
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0        90791  validation      3.9072  0.88537
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0        90792  subtrain    3.588104  0.879634
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0        90792  validation    3.907188  0.885371
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0        90794  validation    3.907166  0.88537
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0        90795  subtrain    3.588067  0.879636
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0        90795  validation    3.907155  0.885371
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0        90799  subtrain    3.588017  0.879638
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0        90799  validation    3.907108  0.885372
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0        90809  validation    3.906993  0.885375
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0        90810  validation    3.906982  0.885375
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0        90811  validation    3.906971  0.885374
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0        90812  subtrain    3.587856  0.879642
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0        90812  validation    3.906959  0.885375
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0        90813  subtrain    3.587844  0.879642
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0        90813  validation    3.906948  0.885376
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0        90814  subtrain    3.587831  0.879642
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0        90814  validation    3.906936  0.885376
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0        90815  subtrain    3.587819  0.879642
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0        90815  validation    3.906925  0.885377
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0        90816  subtrain    3.587807  0.879642
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0        90816  validation    3.906913  0.885378
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0        90817  subtrain    3.587795  0.879643
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0        90817  validation    3.906902  0.88538
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0        90818  validation     3.90689  0.88538
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0        90819  validation    3.906878  0.88538
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0        90820  subtrain    3.587757  0.879644
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0        90820  validation    3.906866  0.88538
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0        90821  subtrain    3.587745  0.879645
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0        90821  validation    3.906856  0.88538
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0        90822  subtrain    3.587733  0.879646
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0        90822  validation    3.906844  0.88538
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0        90823  subtrain    3.587719  0.879647
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0        90823  validation    3.906832  0.88538
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0        90824  subtrain    3.587707  0.879648
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0        90824  validation     3.90682  0.88538
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0        90825  subtrain    3.587695  0.879648
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0        90825  validation    3.906809  0.88538
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0        90826  subtrain    3.587684  0.879647
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0        90826  validation    3.906798  0.88538
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0        90827  subtrain     3.58767  0.879646
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0        90827  validation    3.906786  0.88538
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0        90828  subtrain    3.587658  0.879647
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0        90828  validation    3.906775  0.88538
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0        90829  subtrain    3.587646  0.879647
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0        90829  validation    3.906764  0.88538
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0        90830  subtrain    3.587634  0.879647
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0        90830  validation    3.906753  0.885381
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0        90831  subtrain    3.587621  0.879647
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0        90831  validation     3.90674  0.885381
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0        90832  subtrain    3.587608  0.879648
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0        90832  validation    3.906729  0.885382
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0        90833  subtrain    3.587596  0.879648
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0        90833  validation    3.906717  0.885384
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0        90834  subtrain    3.587583  0.879649
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0        90834  validation    3.906705  0.885384
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0        90835  subtrain    3.587571  0.87965
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0        90835  validation    3.906694  0.885384
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0        90836  subtrain    3.587559  0.879652
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0        90836  validation    3.906683  0.885384
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0        90837  subtrain    3.587547  0.879653
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0        90837  validation    3.906672  0.885384
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0        90838  subtrain    3.587534  0.879653
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0        90838  validation    3.906659  0.885384
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0        90839  subtrain    3.587522  0.879653
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0        90839  validation    3.906648  0.885384
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0        90840  subtrain    3.587509  0.879653
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0        90840  validation    3.906637  0.885384
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0        90841  subtrain    3.587497  0.879653
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0        90841  validation    3.906625  0.885384
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0        90842  validation    3.906614  0.885384
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0        90843  subtrain    3.587472  0.879654
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0        90843  validation    3.906602  0.885384
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0        90844  subtrain     3.58746  0.879654
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0        90844  validation    3.906591  0.885384
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0        90845  subtrain    3.587447  0.879654
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0        90845  validation    3.906579  0.885385
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0        90846  subtrain    3.587435  0.879654
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0        90846  validation    3.906568  0.885386
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0        90847  subtrain    3.587422  0.879655
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0        90847  validation    3.906556  0.885386
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0        90848  subtrain     3.58741  0.879655
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0        90848  validation    3.906544  0.885386
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0        90849  subtrain    3.587398  0.879656
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0        90849  validation    3.906533  0.885387
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0        90850  subtrain    3.587385  0.879656
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0        90850  validation    3.906521  0.885388
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0        90851  validation    3.906509  0.885388
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0        90852  subtrain    3.587361  0.879656
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0        90852  validation    3.906498  0.885388
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0        90853  validation    3.906487  0.885389
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0        90854  validation    3.906475  0.885389
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0        90855  subtrain    3.587323  0.879656
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0        90855  validation    3.906464  0.885389
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0        90856  subtrain    3.587311  0.879656
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0        90856  validation    3.906453  0.885389
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0        90857  subtrain    3.587298  0.879656
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0        90857  validation    3.906441  0.885389
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0        90858  validation     3.90643  0.885389
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0        90859  subtrain    3.587274  0.879656
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0        90859  validation    3.906418  0.88539
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0        90860  subtrain     3.58726  0.879656
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0        90860  validation    3.906406  0.885392
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0        90861  subtrain    3.587249  0.879656
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0        90861  validation    3.906395  0.885392
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0        90862  validation    3.906383  0.885393
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0        90863  subtrain    3.587224  0.879658
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0        90863  validation    3.906372  0.885395
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0        90864  subtrain    3.587211  0.879658
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0        90864  validation    3.906361  0.885395
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0        90865  subtrain    3.587198  0.879658
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0        90865  validation    3.906348  0.885395
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0        90866  subtrain    3.587187  0.879658
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0        90866  validation    3.906338  0.885396
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0        90867  subtrain    3.587174  0.879659
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0        90867  validation    3.906326  0.885396
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0        90868  subtrain    3.587162  0.879659
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0        90868  validation    3.906314  0.885396
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0        90869  subtrain    3.587149  0.87966
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0        90869  validation    3.906303  0.885397
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0        90870  subtrain    3.587136  0.879661
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0        90870  validation    3.906291  0.885397
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0        90871  subtrain    3.587125  0.879661
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0        90871  validation    3.906281  0.885397
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0        90872  subtrain    3.587112  0.879662
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0        90872  validation    3.906268  0.885396
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0        90873  subtrain    3.587101  0.879662
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0        90873  validation    3.906259  0.885396
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0        90874  subtrain    3.587088  0.879662
   step_number    set_name  loss_value       auc
0        90874  validation    3.906246  0.885397
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0        90875  subtrain    3.587075  0.879662
   step_number    set_name  loss_value       auc
0        90875  validation    3.906234  0.885397
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0        90879  validation    3.906188  0.885398
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0        90880  validation    3.906176  0.885398
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0        90888  validation    3.906084  0.885401
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0        90889  subtrain    3.586901  0.879668
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0        90889  validation    3.906072  0.885401
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0        90890  validation    3.906062  0.885402
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0        90891  subtrain    3.586877  0.879668
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0        90891  validation     3.90605  0.885402
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0        90892  validation    3.906038  0.885402
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0        90893  validation    3.906027  0.885401
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0        90894  validation    3.906015  0.885402
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0        90895  subtrain    3.586827  0.879671
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0        90895  validation    3.906004  0.885403
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0        90896  subtrain    3.586815  0.879671
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0        90896  validation    3.905993  0.885403
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0        90897  validation    3.905981  0.885403
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0        90898  validation    3.905968  0.885403
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0        90899  validation    3.905958  0.885403
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0        90900  validation    3.905947  0.885404
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0        90901  validation    3.905935  0.885404
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0        90902  validation    3.905923  0.885405
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0        90903  validation    3.905912  0.885405
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0        90904  subtrain    3.586715  0.879676
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0        90904  validation      3.9059  0.885406
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0        90905  subtrain    3.586703  0.879677
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0        90905  validation    3.905889  0.885407
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0        90907  validation    3.905865  0.885408
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0        90908  validation    3.905855  0.885409
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0        90910  validation    3.905831  0.88541
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0        90911  subtrain    3.586628  0.87968
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0        90911  validation     3.90582  0.885411
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0        90912  subtrain    3.586616  0.87968
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0        90912  validation    3.905808  0.885411
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0        90913  subtrain    3.586604  0.87968
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0        90913  validation    3.905797  0.885412
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0        90914  subtrain    3.586591  0.879681
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0        90914  validation    3.905786  0.885412
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0        90915  subtrain    3.586579  0.879682
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0        90915  validation    3.905774  0.885412
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0        90916  subtrain    3.586567  0.879683
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0        90916  validation    3.905763  0.885413
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0        90917  subtrain    3.586554  0.879684
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0        90917  validation    3.905751  0.885413
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0        90918  subtrain    3.586541  0.879684
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0        90918  validation    3.905739  0.885413
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0        90919  subtrain    3.586529  0.879684
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0        90919  validation    3.905727  0.885413
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0        90920  subtrain    3.586517  0.879684
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0        90920  validation    3.905716  0.885415
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0        90921  subtrain    3.586505  0.879684
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0        90921  validation    3.905705  0.885415
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0        90922  subtrain    3.586493  0.879684
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0        90922  validation    3.905694  0.885415
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0        90923  validation    3.905682  0.885414
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0        90924  subtrain    3.586468  0.879685
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0        90924  validation    3.905671  0.885415
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0        90925  subtrain    3.586456  0.879685
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0        90925  validation    3.905659  0.885415
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0        90926  subtrain    3.586443  0.879685
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0        90926  validation    3.905648  0.885415
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0        90927  subtrain    3.586431  0.879685
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0        90927  validation    3.905636  0.885415
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0        90928  subtrain    3.586418  0.879686
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0        90928  validation    3.905624  0.885415
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0        90929  subtrain    3.586406  0.879687
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0        90929  validation    3.905613  0.885416
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0        90930  subtrain    3.586393  0.879687
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0        90930  validation    3.905601  0.885417
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0        90931  subtrain     3.58638  0.879687
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0        90931  validation     3.90559  0.885417
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0        90932  subtrain    3.586368  0.879687
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0        90932  validation    3.905577  0.885417
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0        90933  subtrain    3.586356  0.879688
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0        90933  validation    3.905567  0.885418
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0        90934  subtrain    3.586344  0.879688
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0        90934  validation    3.905556  0.885417
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0        90935  subtrain    3.586331  0.879689
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0        90935  validation    3.905544  0.885418
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0        90936  subtrain    3.586319  0.879689
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0        90936  validation    3.905532  0.885418
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0        90937  subtrain    3.586307  0.87969
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0        90937  validation    3.905521  0.885418
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0        90938  subtrain    3.586294  0.87969
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0        90938  validation    3.905509  0.885418
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0        90939  subtrain    3.586282  0.87969
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0        90939  validation    3.905499  0.885419
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0        90940  subtrain    3.586269  0.87969
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0        90940  validation    3.905487  0.885419
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0        90941  subtrain    3.586257  0.87969
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0        90941  validation    3.905475  0.885419
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0        90942  subtrain    3.586245  0.87969
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0        90942  validation    3.905464  0.885418
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0        90943  validation    3.905453  0.885419
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0        90944  subtrain     3.58622  0.87969
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0        90945  subtrain    3.586207  0.879691
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0        90945  validation    3.905429  0.88542
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0        90946  subtrain    3.586195  0.879691
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0        90946  validation    3.905418  0.88542
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0        90947  subtrain    3.586182  0.879691
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0        90947  validation    3.905406  0.885421
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0        90948  subtrain     3.58617  0.879691
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0        90948  validation    3.905394  0.88542
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0        90949  subtrain    3.586158  0.879691
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0        90949  validation    3.905383  0.885422
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0        90950  subtrain    3.586145  0.879691
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0        90950  validation    3.905371  0.885422
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0        90951  subtrain    3.586133  0.879692
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0        90951  validation     3.90536  0.885423
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0        90952  validation    3.905349  0.885424
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0        90953  subtrain    3.586109  0.879692
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0        90955  validation    3.905313  0.885424
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0        90956  validation    3.905303  0.885424
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0        90957  validation    3.905291  0.885425
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0        90958  validation    3.905279  0.885425
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0        90959  validation    3.905268  0.885427
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0        90960  validation    3.905257  0.885427
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0        90961  validation    3.905245  0.885427
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0        90962  validation    3.905234  0.885428
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0        90963  validation    3.905223  0.885428
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0        90964  subtrain    3.585972  0.879697
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0        90964  validation     3.90521  0.885429
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0        90966  validation    3.905188  0.885431
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0        90967  validation    3.905176  0.885432
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0        90970  validation    3.905142  0.885434
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0        90971  validation     3.90513  0.885434
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0        90973  validation    3.905107  0.885435
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0        90974  validation    3.905096  0.885436
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0        90975  validation    3.905085  0.885436
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0        90976  validation    3.905073  0.885435
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0        90979  validation     3.90504  0.885436
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0        90980  validation    3.905027  0.885436
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0        90981  validation    3.905016  0.885437
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0        90982  subtrain     3.58575  0.879704
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0        90982  validation    3.905005  0.885437
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0        90983  validation    3.904992  0.885437
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0        90984  subtrain    3.585724  0.879706
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0        90985  validation    3.904969  0.885437
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0        90986  validation    3.904958  0.885438
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0        90987  subtrain    3.585687  0.879708
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0        90987  validation    3.904946  0.885438
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0        90988  subtrain    3.585675  0.879708
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0        90988  validation    3.904935  0.885438
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0        90989  subtrain    3.585662  0.87971
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0        91333  subtrain    3.581409  0.879828
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0        91334  subtrain    3.581397  0.879829
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0        91334  validation    3.900966  0.885549
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0        91335  subtrain    3.581385  0.879828
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0        91336  subtrain    3.581373  0.879829
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0        91338  subtrain    3.581348  0.87983
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0        91340  validation    3.900898  0.885552
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0        91341  subtrain    3.581311  0.879832
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0        91341  validation    3.900886  0.885552
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0        91342  subtrain    3.581298  0.879833
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0        91342  validation    3.900874  0.885552
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0        91343  subtrain    3.581285  0.879834
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0        91343  validation    3.900862  0.885552
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0        91344  subtrain    3.581274  0.879835
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0        91344  validation    3.900851  0.885552
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0        91345  subtrain    3.581261  0.879835
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0        91345  validation     3.90084  0.885552
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0        91346  subtrain    3.581249  0.879836
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0        91346  validation    3.900828  0.885552
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0        91347  subtrain    3.581237  0.879837
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0        91347  validation    3.900817  0.885553
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0        91348  subtrain    3.581225  0.879838
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0        91348  validation    3.900806  0.885553
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0        91349  subtrain    3.581212  0.879838
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0        91349  validation    3.900795  0.885553
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0        91350  subtrain      3.5812  0.879838
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0        91350  validation    3.900783  0.885552
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0        91351  subtrain    3.581187  0.879839
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0        91351  validation    3.900772  0.885552
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0        91352  subtrain    3.581175  0.879839
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0        91352  validation     3.90076  0.885552
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0        91353  subtrain    3.581164  0.87984
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0        91353  validation    3.900749  0.885552
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0        91354  subtrain    3.581151  0.879841
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0        91354  validation    3.900738  0.885552
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0        91355  subtrain    3.581138  0.879842
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0        91355  validation    3.900726  0.885552
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0        91356  subtrain    3.581125  0.879842
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0        91356  validation    3.900714  0.885552
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0        91357  subtrain    3.581113  0.879843
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0        91357  validation    3.900703  0.885552
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0        91358  subtrain      3.5811  0.879843
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0        91358  validation    3.900691  0.885552
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0        91359  subtrain    3.581089  0.879844
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0        91359  validation    3.900681  0.885553
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0        91360  subtrain    3.581077  0.879844
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0        91360  validation    3.900668  0.885553
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0        91361  subtrain    3.581063  0.879844
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0        91361  validation    3.900656  0.885553
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0        91362  subtrain    3.581052  0.879844
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0        91363  subtrain    3.581039  0.879844
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0        91364  subtrain    3.581026  0.879844
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0        91364  validation    3.900622  0.885556
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0        91365  subtrain    3.581014  0.879845
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0        91365  validation     3.90061  0.885556
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0        91366  subtrain    3.581002  0.879845
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0        91366  validation      3.9006  0.885556
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0        91367  subtrain     3.58099  0.879846
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0        91367  validation    3.900588  0.885557
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0        91368  subtrain    3.580977  0.879846
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0        91368  validation    3.900576  0.885558
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0        91369  subtrain    3.580965  0.879847
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0        91369  validation    3.900565  0.885559
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0        91370  subtrain    3.580952  0.879848
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0        91370  validation    3.900554  0.885559
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0        91371  subtrain     3.58094  0.879848
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0        91371  validation    3.900542  0.88556
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0        91372  subtrain    3.580928  0.879848
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0        91373  subtrain    3.580916  0.879848
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0        91374  subtrain    3.580903  0.879849
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0        91375  validation    3.900497  0.88556
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0        91376  subtrain    3.580879  0.87985
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0        91376  validation    3.900486  0.88556
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0        91377  validation    3.900474  0.88556
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0        91378  subtrain    3.580855  0.87985
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0        91378  validation    3.900463  0.885561
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0        91379  subtrain    3.580842  0.87985
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0        91379  validation    3.900452  0.885561
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0        91380  subtrain    3.580829  0.879851
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0        91380  validation    3.900439  0.885561
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0        91381  subtrain    3.580817  0.879851
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0        91381  validation    3.900428  0.885561
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0        91382  subtrain    3.580805  0.879851
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0        91383  subtrain    3.580792  0.879852
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0        91383  validation    3.900404  0.885561
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0        91384  subtrain     3.58078  0.879852
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0        91384  validation    3.900394  0.885562
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0        91385  subtrain    3.580767  0.879853
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0        91385  validation    3.900381  0.885562
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0        91386  subtrain    3.580756  0.879854
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0        91386  validation    3.900371  0.885562
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0        91387  subtrain    3.580743  0.879853
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0        91387  validation    3.900359  0.885562
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0        91388  subtrain     3.58073  0.879853
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0        91388  validation    3.900348  0.885562
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0        91389  subtrain    3.580718  0.879854
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0        91389  validation    3.900336  0.885563
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0        91390  subtrain    3.580705  0.879855
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0        91390  validation    3.900324  0.885564
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0        91391  subtrain    3.580693  0.879856
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0        91391  validation    3.900313  0.885564
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0        91392  subtrain    3.580682  0.879856
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0        91392  validation    3.900302  0.885565
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0        91393  subtrain     3.58067  0.879856
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0        91393  validation    3.900291  0.885565
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0        91394  subtrain    3.580657  0.879857
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0        91394  validation    3.900279  0.885567
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0        91395  subtrain    3.580644  0.879857
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0        91395  validation    3.900267  0.885568
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0        91396  validation    3.900255  0.885568
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0        91397  validation    3.900244  0.885568
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0        91398  subtrain    3.580607  0.879856
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0        91398  validation    3.900234  0.885568
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0        91399  validation    3.900222  0.885568
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0        91400  subtrain    3.580582  0.879858
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0        91400  validation     3.90021  0.885568
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0        91401  subtrain    3.580571  0.879859
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0        91401  validation    3.900199  0.885569
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0        91402  subtrain    3.580558  0.879859
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0        91402  validation    3.900187  0.885568
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0        91403  subtrain    3.580546  0.879859
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0        91403  validation    3.900176  0.885569
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0        91404  validation    3.900164  0.885568
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0        91405  subtrain    3.580522  0.879861
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0        91405  validation    3.900154  0.885568
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0        91406  validation    3.900142  0.885569
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0        91408  validation    3.900119  0.885569
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0        91409  subtrain    3.580472  0.879864
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0        91409  validation    3.900107  0.885568
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0        91410  subtrain     3.58046  0.879864
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0        91410  validation    3.900096  0.885568
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0        91411  validation    3.900084  0.885568
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0        91412  validation    3.900073  0.885569
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0        91413  validation    3.900061  0.88557
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0        91419  validation    3.899993  0.885572
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0        91420  validation    3.899981  0.885574
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0        91421  subtrain    3.580323  0.879865
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0        91421  validation     3.89997  0.885575
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0        91422  subtrain    3.580311  0.879866
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0        91422  validation    3.899958  0.885576
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0        91423  subtrain    3.580299  0.879867
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0        91423  validation    3.899947  0.885576
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0        91424  validation    3.899936  0.885575
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0        91425  subtrain    3.580274  0.879868
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0        91425  validation    3.899924  0.885576
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0        91426  subtrain    3.580262  0.879868
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0        91426  validation    3.899913  0.885576
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0        91427  subtrain    3.580249  0.879868
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0        91427  validation    3.899901  0.885576
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0        91428  subtrain    3.580237  0.879868
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0        91428  validation    3.899889  0.885576
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0        91429  subtrain    3.580225  0.879868
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0        91430  subtrain    3.580213  0.879868
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0        91430  validation    3.899867  0.885576
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0        91431  subtrain    3.580201  0.87987
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0        91431  validation    3.899856  0.885577
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0        91432  subtrain    3.580187  0.879871
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0        91432  validation    3.899843  0.885577
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0        91433  subtrain    3.580176  0.879872
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0        91433  validation    3.899833  0.885578
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0        91434  subtrain    3.580163  0.879871
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0        91434  validation    3.899822  0.885578
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0        91435  subtrain    3.580152  0.879871
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0        91435  validation     3.89981  0.885578
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0        91436  subtrain    3.580139  0.879871
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0        91436  validation    3.899799  0.885578
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0        91437  subtrain    3.580128  0.879871
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0        91437  validation    3.899788  0.885578
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0        91438  subtrain    3.580114  0.879872
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0        91438  validation    3.899776  0.885578
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0        91439  subtrain    3.580101  0.879872
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0        91439  validation    3.899764  0.885578
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0        91440  subtrain    3.580089  0.879872
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0        91440  validation    3.899752  0.885579
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0        91533  validation    3.898689  0.885608
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0        91534  validation    3.898677  0.885608
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0        91535  validation    3.898665  0.885608
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0        91536  validation    3.898654  0.885608
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0        91538  validation    3.898631  0.885609
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0        91540  validation    3.898608  0.885609
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0        91552  validation    3.898471  0.885611
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0        91567  subtrain    3.578523  0.87992
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0        91568  subtrain    3.578511  0.87992
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0        91570  subtrain    3.578487  0.879921
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0        91573  subtrain     3.57845  0.879922
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0        91573  validation    3.898231  0.885618
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0        91574  subtrain    3.578438  0.879922
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0        91574  validation     3.89822  0.885618
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0        91575  subtrain    3.578425  0.879923
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0        91575  validation    3.898208  0.885619
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0        91576  subtrain    3.578413  0.879923
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0        91578  subtrain    3.578388  0.879923
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0        91579  subtrain    3.578376  0.879924
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0        91579  validation    3.898162  0.885618
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0        91580  subtrain    3.578363  0.879925
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0        91581  subtrain    3.578351  0.879926
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0        91582  subtrain    3.578339  0.879926
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0        91583  subtrain    3.578326  0.879926
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0        91583  validation    3.898117  0.88562
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0        91584  subtrain    3.578315  0.879926
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0        91584  validation    3.898105  0.88562
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0        91585  subtrain    3.578302  0.879927
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0        91586  subtrain     3.57829  0.879928
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0        91586  validation    3.898082  0.88562
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0        91587  subtrain    3.578277  0.879928
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0        91587  validation     3.89807  0.88562
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0        91588  subtrain    3.578265  0.879927
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0        91588  validation     3.89806  0.88562
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0        91589  subtrain    3.578252  0.879927
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0        91589  validation    3.898048  0.88562
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0        91590  subtrain    3.578241  0.879928
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0        91590  validation    3.898037  0.88562
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0        91591  subtrain    3.578228  0.879928
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0        91591  validation    3.898025  0.885621
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0        91592  subtrain    3.578216  0.879928
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0        91592  validation    3.898014  0.885621
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0        91593  subtrain    3.578203  0.879928
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0        91593  validation    3.898002  0.885622
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0        91594  subtrain    3.578191  0.879928
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0        91594  validation     3.89799  0.885623
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0        91595  subtrain    3.578178  0.879928
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0        91595  validation    3.897979  0.885623
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0        91596  subtrain    3.578166  0.879929
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0        91596  validation    3.897968  0.885624
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0        91597  subtrain    3.578154  0.879929
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0        91597  validation    3.897957  0.885625
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0        91598  subtrain    3.578142  0.879929
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0        91598  validation    3.897945  0.885625
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0        91599  subtrain    3.578129  0.87993
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0        91599  validation    3.897934  0.885625
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0        91602  subtrain    3.578093  0.87993
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0        91607  subtrain    3.578031  0.879932
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0        91607  validation    3.897843  0.885628
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0        91608  subtrain    3.578019  0.879933
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0        91610  subtrain    3.577994  0.879933
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0        91610  validation    3.897808  0.885629
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0        91611  subtrain    3.577981  0.879933
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0        91612  subtrain    3.577969  0.879934
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0        91613  subtrain    3.577957  0.879934
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   step_number    set_name  loss_value       auc
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0        91667  subtrain    3.577292  0.879957
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0        91667  validation    3.897156  0.885657
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0        91668  subtrain     3.57728  0.879958
   step_number    set_name  loss_value       auc
0        91668  validation    3.897145  0.885657
   step_number  set_name  loss_value       auc
0        91669  subtrain    3.577268  0.879957
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0        91669  validation    3.897133  0.885658
   step_number  set_name  loss_value       auc
0        91670  subtrain    3.577255  0.879957
   step_number    set_name  loss_value       auc
0        91670  validation    3.897122  0.885658
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0        91671  subtrain    3.577243  0.879959
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0        91671  validation     3.89711  0.885658
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0        91672  subtrain     3.57723  0.87996
   step_number    set_name  loss_value       auc
0        91672  validation    3.897099  0.885657
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0        91673  subtrain    3.577219  0.87996
   step_number    set_name  loss_value       auc
0        91673  validation    3.897088  0.885657
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0        91674  subtrain    3.577206  0.87996
   step_number    set_name  loss_value       auc
0        91674  validation    3.897077  0.885659
   step_number  set_name  loss_value      auc
0        91675  subtrain    3.577193  0.87996
   step_number    set_name  loss_value       auc
0        91675  validation    3.897064  0.885659
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0        91676  subtrain    3.577182  0.879961
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0        91676  validation    3.897054  0.885658
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0        91677  subtrain    3.577169  0.879961
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0        91677  validation    3.897043  0.885658
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0        91678  subtrain    3.577156  0.879962
   step_number    set_name  loss_value       auc
0        91678  validation     3.89703  0.885657
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0        91679  subtrain    3.577144  0.879963
   step_number    set_name  loss_value       auc
0        91679  validation    3.897018  0.885658
   step_number  set_name  loss_value       auc
0        91680  subtrain    3.577132  0.879964
   step_number    set_name  loss_value      auc
0        91680  validation    3.897008  0.88566
   step_number  set_name  loss_value       auc
0        91681  subtrain     3.57712  0.879964
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0        91681  validation    3.896996  0.88566
   step_number  set_name  loss_value       auc
0        91682  subtrain    3.577107  0.879964
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0        91682  validation    3.896985  0.88566
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0        91683  subtrain    3.577095  0.879965
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0        91683  validation    3.896973  0.88566
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0        91684  subtrain    3.577083  0.879965
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0        91684  validation    3.896962  0.885662
   step_number  set_name  loss_value       auc
0        91685  subtrain     3.57707  0.879965
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0        91685  validation    3.896951  0.885662
   step_number  set_name  loss_value       auc
0        91686  subtrain    3.577059  0.879966
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0        91686  validation     3.89694  0.885662
   step_number  set_name  loss_value       auc
0        91687  subtrain    3.577046  0.879966
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0        91687  validation    3.896927  0.885662
   step_number  set_name  loss_value       auc
0        91688  subtrain    3.577034  0.879966
   step_number    set_name  loss_value       auc
0        91688  validation    3.896917  0.885663
   step_number  set_name  loss_value       auc
0        91689  subtrain    3.577022  0.879965
   step_number    set_name  loss_value       auc
0        91689  validation    3.896905  0.885664
   step_number  set_name  loss_value       auc
0        91690  subtrain    3.577008  0.879966
   step_number    set_name  loss_value       auc
0        91690  validation    3.896893  0.885664
   step_number  set_name  loss_value       auc
0        91691  subtrain    3.576997  0.879966
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0        91691  validation    3.896883  0.885665
   step_number  set_name  loss_value       auc
0        91692  subtrain    3.576984  0.879967
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0        91692  validation     3.89687  0.885667
   step_number  set_name  loss_value       auc
0        91693  subtrain    3.576972  0.879967
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0        91693  validation    3.896859  0.885667
   step_number  set_name  loss_value       auc
0        91694  subtrain    3.576959  0.879967
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0        91694  validation    3.896848  0.885667
   step_number  set_name  loss_value       auc
0        91695  subtrain    3.576948  0.879967
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0        91695  validation    3.896837  0.885667
   step_number  set_name  loss_value       auc
0        91696  subtrain    3.576935  0.879967
   step_number    set_name  loss_value       auc
0        91696  validation    3.896825  0.885667
   step_number  set_name  loss_value       auc
0        91697  subtrain    3.576923  0.879968
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0        91697  validation    3.896814  0.885668
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0        91698  subtrain     3.57691  0.879968
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0        91698  validation    3.896802  0.885669
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0        91699  subtrain    3.576898  0.879968
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0        91699  validation    3.896791  0.885668
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0        91700  subtrain    3.576886  0.879968
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0        91700  validation    3.896779  0.885669
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0        91701  subtrain    3.576874  0.879968
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0        91701  validation    3.896768  0.885669
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0        91702  subtrain    3.576861  0.879968
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0        91702  validation    3.896757  0.885669
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0        91703  subtrain     3.57685  0.879968
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0        91703  validation    3.896745  0.88567
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0        91704  subtrain    3.576837  0.879968
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0        91704  validation    3.896734  0.885669
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0        91705  subtrain    3.576825  0.879968
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0        91705  validation    3.896723  0.885669
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0        91706  subtrain    3.576813  0.879968
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0        91706  validation    3.896711  0.88567
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0        91707  subtrain      3.5768  0.879968
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0        91707  validation    3.896699  0.885671
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0        91708  subtrain    3.576788  0.879968
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0        91708  validation    3.896688  0.885671
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0        91709  subtrain    3.576775  0.879968
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0        91709  validation    3.896677  0.885671
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0        91710  subtrain    3.576764  0.879969
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0        91710  validation    3.896666  0.885671
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0        91711  subtrain    3.576751  0.879969
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0        91711  validation    3.896654  0.885672
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0        91712  subtrain    3.576739  0.879969
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0        91712  validation    3.896643  0.885672
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0        91713  subtrain    3.576726  0.879969
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0        91713  validation    3.896631  0.885672
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0        91714  subtrain    3.576714  0.879969
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0        91714  validation     3.89662  0.885673
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0        91715  subtrain    3.576702  0.879969
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0        91715  validation    3.896608  0.885673
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0        91716  subtrain    3.576688  0.87997
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0        91716  validation    3.896595  0.885674
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0        91717  subtrain    3.576677  0.87997
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0        91717  validation    3.896585  0.885675
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0        91718  subtrain    3.576665  0.87997
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0        91718  validation    3.896574  0.885675
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0        91719  subtrain    3.576652  0.879971
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0        91719  validation    3.896562  0.885675
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0        91720  subtrain     3.57664  0.879971
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0        91720  validation    3.896551  0.885675
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0        91721  subtrain    3.576627  0.879971
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0        91721  validation    3.896539  0.885676
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0        91722  subtrain    3.576616  0.879972
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0        91722  validation    3.896528  0.885676
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0        91723  subtrain    3.576602  0.879972
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0        91723  validation    3.896516  0.885678
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0        91724  subtrain    3.576591  0.879972
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0        91724  validation    3.896505  0.885678
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0        91725  subtrain    3.576579  0.879972
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0        91725  validation    3.896494  0.885677
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0        91726  subtrain    3.576566  0.879972
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0        91726  validation    3.896482  0.885678
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0        91727  subtrain    3.576554  0.879973
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0        91727  validation    3.896472  0.885678
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0        91728  subtrain    3.576542  0.879973
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0        91728  validation     3.89646  0.885678
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0        91729  subtrain    3.576529  0.879974
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0        91729  validation    3.896448  0.885678
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0        91730  subtrain    3.576516  0.879975
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0        91730  validation    3.896436  0.885678
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0        91731  subtrain    3.576504  0.879976
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0        91731  validation    3.896425  0.885678
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0        91732  subtrain    3.576492  0.879975
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0        91732  validation    3.896414  0.885678
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0        91733  subtrain     3.57648  0.879976
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0        91733  validation    3.896402  0.885678
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0        91734  subtrain    3.576468  0.879976
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0        91734  validation    3.896392  0.885678
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0        91735  subtrain    3.576456  0.879976
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0        91735  validation     3.89638  0.885679
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0        91736  subtrain    3.576443  0.879976
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0        91736  validation    3.896368  0.885679
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0        91737  subtrain    3.576431  0.879977
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0        91737  validation    3.896357  0.88568
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0        91738  subtrain    3.576419  0.879979
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0        91738  validation    3.896345  0.885681
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0        91739  subtrain    3.576406  0.87998
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0        91739  validation    3.896334  0.885681
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0        91740  subtrain    3.576394  0.87998
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0        91740  validation    3.896322  0.885682
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0        91741  subtrain    3.576382  0.879981
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0        91741  validation    3.896311  0.885681
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0        91742  subtrain     3.57637  0.879982
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0        91742  validation      3.8963  0.885682
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0        91743  subtrain    3.576357  0.879982
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0        91743  validation    3.896288  0.885682
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0        91744  subtrain    3.576346  0.879982
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0        91744  validation    3.896277  0.885682
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0        91745  subtrain    3.576332  0.879983
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0        91745  validation    3.896266  0.885682
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0        91746  subtrain     3.57632  0.879983
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0        91746  validation    3.896254  0.885681
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0        91747  subtrain    3.576308  0.879983
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0        91747  validation    3.896243  0.885682
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0        91748  subtrain    3.576296  0.879983
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0        91748  validation    3.896231  0.885682
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0        91749  subtrain    3.576284  0.879983
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0        91749  validation    3.896221  0.885682
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0        91750  subtrain    3.576271  0.879984
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0        91750  validation    3.896209  0.885682
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0        91751  subtrain    3.576259  0.879984
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0        91751  validation    3.896198  0.885683
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0        91752  subtrain    3.576247  0.879984
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0        91752  validation    3.896186  0.885683
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0        91753  subtrain    3.576235  0.879985
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0        91753  validation    3.896175  0.885683
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0        91754  subtrain    3.576222  0.879985
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0        91754  validation    3.896163  0.885684
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0        91755  subtrain     3.57621  0.879985
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0        91755  validation    3.896152  0.885685
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0        91756  subtrain    3.576198  0.879988
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0        91756  validation     3.89614  0.885685
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0        91757  subtrain    3.576185  0.879988
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0        91757  validation    3.896128  0.885685
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0        91758  subtrain    3.576173  0.879988
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0        91758  validation    3.896117  0.885685
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0        91759  subtrain     3.57616  0.879988
   step_number    set_name  loss_value       auc
0        91759  validation    3.896106  0.885686
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0        91760  subtrain    3.576148  0.879988
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0        91760  validation    3.896095  0.885686
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0        91761  subtrain    3.576136  0.879988
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0        91761  validation    3.896083  0.885687
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0        91762  subtrain    3.576123  0.879989
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0        91762  validation    3.896071  0.885688
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0        91763  subtrain    3.576112  0.87999
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0        91763  validation    3.896061  0.885688
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0        91764  subtrain    3.576099  0.879991
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0        91764  validation    3.896048  0.885688
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0        91765  subtrain    3.576087  0.879992
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0        91765  validation    3.896038  0.885688
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0        91766  subtrain    3.576074  0.879993
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0        91766  validation    3.896026  0.885688
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0        91767  subtrain    3.576062  0.879993
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0        91767  validation    3.896015  0.885689
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0        91768  subtrain     3.57605  0.879992
   step_number    set_name  loss_value       auc
0        91768  validation    3.896003  0.885689
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0        91769  subtrain    3.576037  0.879993
   step_number    set_name  loss_value       auc
0        91769  validation    3.895991  0.885691
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0        91770  subtrain    3.576025  0.879993
   step_number    set_name  loss_value       auc
0        91770  validation     3.89598  0.885691
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0        91771  subtrain    3.576013  0.879993
   step_number    set_name  loss_value       auc
0        91771  validation    3.895969  0.885692
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0        91772  subtrain    3.576001  0.879994
   step_number    set_name  loss_value       auc
0        91772  validation    3.895958  0.885692
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0        91773  subtrain    3.575988  0.879994
   step_number    set_name  loss_value       auc
0        91773  validation    3.895946  0.885692
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0        91774  subtrain    3.575975  0.879995
   step_number    set_name  loss_value       auc
0        91774  validation    3.895934  0.885693
   step_number  set_name  loss_value       auc
0        91775  subtrain    3.575963  0.879995
   step_number    set_name  loss_value       auc
0        91775  validation    3.895923  0.885693
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0        91776  subtrain    3.575951  0.879995
   step_number    set_name  loss_value       auc
0        91776  validation    3.895912  0.885695
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0        91788  validation    3.895775  0.885699
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0        91789  validation    3.895763  0.885699
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0        91793  subtrain    3.575741  0.880002
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0        91793  validation    3.895717  0.885701
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0        91794  subtrain     3.57573  0.880002
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0        91794  validation    3.895706  0.885701
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0        91795  validation    3.895695  0.885702
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0        91796  subtrain    3.575706  0.880003
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0        91796  validation    3.895684  0.885702
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0        91797  subtrain    3.575693  0.880003
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0        91798  subtrain     3.57568  0.880004
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0        91798  validation    3.895661  0.885702
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0        91799  validation    3.895649  0.885702
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0        91801  validation    3.895626  0.885701
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0        91802  subtrain    3.575632  0.880007
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0        91803  subtrain    3.575619  0.880007
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0        91803  validation    3.895603  0.885701
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0        91804  subtrain    3.575607  0.880007
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0        91804  validation    3.895592  0.885702
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0        91805  subtrain    3.575595  0.880008
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0        91805  validation    3.895581  0.885704
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0        91806  subtrain    3.575583  0.880009
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0        91806  validation    3.895569  0.885704
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0        91807  subtrain     3.57557  0.880008
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0        91811  subtrain    3.575521  0.880011
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0        91811  validation    3.895513  0.885707
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0        91812  subtrain    3.575509  0.880011
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0        91812  validation    3.895501  0.885707
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0        91813  subtrain    3.575496  0.880011
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0        91813  validation    3.895489  0.885707
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0        91814  subtrain    3.575484  0.880013
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0        91814  validation    3.895478  0.885707
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0        91815  subtrain    3.575472  0.880012
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0        91815  validation    3.895466  0.885707
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0        91816  subtrain     3.57546  0.880012
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0        91816  validation    3.895455  0.885707
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0        91817  subtrain    3.575448  0.880012
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0        91819  subtrain    3.575423  0.880013
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0        91819  validation    3.895421  0.885708
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0        91820  subtrain    3.575411  0.880013
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0        91820  validation     3.89541  0.885708
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0        91821  subtrain    3.575398  0.880013
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0        91821  validation    3.895398  0.885709
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0        91822  subtrain    3.575386  0.880013
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0        91822  validation    3.895387  0.885709
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0        91826  subtrain    3.575337  0.880014
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0        91827  subtrain    3.575325  0.880015
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0        91828  subtrain    3.575312  0.880016
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0        91829  subtrain    3.575299  0.880017
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0        91831  subtrain    3.575275  0.880018
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0        91832  subtrain    3.575263  0.880018
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0        91832  validation    3.895272  0.885713
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0        91833  subtrain    3.575251  0.880019
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0        91833  validation    3.895261  0.885714
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0        91834  subtrain    3.575238  0.88002
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0        91835  subtrain    3.575227  0.880019
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0        91835  validation    3.895239  0.885714
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0        91838  subtrain    3.575189  0.88002
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0        91841  subtrain    3.575152  0.880022
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0        91847  subtrain    3.575079  0.880024
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0        91848  validation    3.895091  0.885716
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0        91857  subtrain    3.574956  0.880029
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0        91858  subtrain    3.574944  0.88003
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0        91858  validation    3.894976  0.885721
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0        91864  validation    3.894907  0.885721
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0        91871  validation    3.894827  0.885723
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0        91872  subtrain    3.574772  0.880035
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0        91872  validation    3.894816  0.885723
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0        91878  subtrain    3.574698  0.880035
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0        91878  validation    3.894748  0.885724
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0        91879  subtrain    3.574686  0.880035
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0        91879  validation    3.894737  0.885724
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0        91880  subtrain    3.574673  0.880036
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0        91880  validation    3.894725  0.885724
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0        91881  subtrain    3.574661  0.880036
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0        91881  validation    3.894714  0.885725
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0        91882  subtrain    3.574648  0.880036
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0        91882  validation    3.894702  0.885725
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0        91883  subtrain    3.574636  0.880037
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0        91883  validation     3.89469  0.885726
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0        91884  subtrain    3.574624  0.880037
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0        91884  validation    3.894679  0.885726
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0        91885  subtrain    3.574612  0.880037
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0        91885  validation    3.894668  0.885726
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0        91886  subtrain      3.5746  0.880037
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0        91886  validation    3.894657  0.885726
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0        91887  subtrain    3.574588  0.880036
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0        91887  validation    3.894646  0.885726
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0        91888  subtrain    3.574575  0.880036
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0        91904  subtrain    3.574378  0.880044
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0        91907  subtrain    3.574342  0.880044
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0        91908  subtrain    3.574329  0.880044
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0        91913  subtrain    3.574268  0.880046
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0        91915  subtrain    3.574244  0.880047
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0        91915  validation    3.894326  0.885739
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0        91916  subtrain    3.574232  0.880047
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0        91923  validation    3.894234  0.885742
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0        91928  subtrain    3.574084  0.880052
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0        91929  subtrain    3.574071  0.880052
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   step_number    set_name  loss_value       auc
0        92452  validation    3.888218  0.885917
   step_number  set_name  loss_value       auc
0        92453  subtrain    3.567653  0.880214
   step_number    set_name  loss_value       auc
0        92453  validation    3.888206  0.885917
   step_number  set_name  loss_value       auc
0        92454  subtrain    3.567641  0.880215
   step_number    set_name  loss_value       auc
0        92454  validation    3.888195  0.885919
   step_number  set_name  loss_value       auc
0        92455  subtrain     3.56763  0.880216
   step_number    set_name  loss_value      auc
0        92455  validation    3.888185  0.88592
   step_number  set_name  loss_value       auc
0        92456  subtrain    3.567616  0.880215
   step_number    set_name  loss_value       auc
0        92456  validation    3.888172  0.885921
   step_number  set_name  loss_value       auc
0        92457  subtrain    3.567605  0.880216
   step_number    set_name  loss_value      auc
0        92457  validation    3.888162  0.88592
   step_number  set_name  loss_value       auc
0        92458  subtrain    3.567592  0.880216
   step_number    set_name  loss_value       auc
0        92458  validation     3.88815  0.885921
   step_number  set_name  loss_value       auc
0        92459  subtrain     3.56758  0.880217
   step_number    set_name  loss_value       auc
0        92459  validation    3.888139  0.885921
   step_number  set_name  loss_value       auc
0        92460  subtrain    3.567568  0.880218
   step_number    set_name  loss_value       auc
0        92460  validation    3.888127  0.885922
   step_number  set_name  loss_value       auc
0        92461  subtrain    3.567555  0.880218
   step_number    set_name  loss_value       auc
0        92461  validation    3.888116  0.885922
   step_number  set_name  loss_value       auc
0        92462  subtrain    3.567543  0.880218
   step_number    set_name  loss_value       auc
0        92462  validation    3.888104  0.885922
   step_number  set_name  loss_value       auc
0        92463  subtrain     3.56753  0.880219
   step_number    set_name  loss_value       auc
0        92463  validation    3.888092  0.885923
   step_number  set_name  loss_value      auc
0        92464  subtrain    3.567518  0.88022
   step_number    set_name  loss_value       auc
0        92464  validation    3.888081  0.885923
   step_number  set_name  loss_value      auc
0        92465  subtrain    3.567506  0.88022
   step_number    set_name  loss_value       auc
0        92465  validation     3.88807  0.885923
   step_number  set_name  loss_value      auc
0        92466  subtrain    3.567495  0.88022
   step_number    set_name  loss_value       auc
0        92466  validation    3.888059  0.885923
   step_number  set_name  loss_value       auc
0        92467  subtrain    3.567482  0.880221
   step_number    set_name  loss_value       auc
0        92467  validation    3.888048  0.885923
   step_number  set_name  loss_value       auc
0        92468  subtrain     3.56747  0.880221
   step_number    set_name  loss_value       auc
0        92468  validation    3.888036  0.885922
   step_number  set_name  loss_value       auc
0        92469  subtrain    3.567457  0.880221
   step_number    set_name  loss_value       auc
0        92469  validation    3.888025  0.885924
   step_number  set_name  loss_value       auc
0        92470  subtrain    3.567445  0.880222
   step_number    set_name  loss_value       auc
0        92470  validation    3.888013  0.885924
   step_number  set_name  loss_value       auc
0        92471  subtrain    3.567433  0.880222
   step_number    set_name  loss_value       auc
0        92471  validation    3.888003  0.885924
   step_number  set_name  loss_value       auc
0        92472  subtrain    3.567421  0.880222
   step_number    set_name  loss_value       auc
0        92472  validation    3.887992  0.885924
   step_number  set_name  loss_value       auc
0        92473  subtrain    3.567409  0.880223
   step_number    set_name  loss_value       auc
0        92473  validation     3.88798  0.885925
   step_number  set_name  loss_value       auc
0        92474  subtrain    3.567397  0.880223
   step_number    set_name  loss_value       auc
0        92474  validation    3.887969  0.885925
   step_number  set_name  loss_value       auc
0        92475  subtrain    3.567384  0.880223
   step_number    set_name  loss_value       auc
0        92475  validation    3.887957  0.885925
   step_number  set_name  loss_value       auc
0        92476  subtrain    3.567372  0.880223
   step_number    set_name  loss_value       auc
0        92476  validation    3.887946  0.885925
   step_number  set_name  loss_value       auc
0        92477  subtrain     3.56736  0.880223
   step_number    set_name  loss_value       auc
0        92477  validation    3.887934  0.885925
   step_number  set_name  loss_value       auc
0        92478  subtrain    3.567348  0.880223
   step_number    set_name  loss_value       auc
0        92478  validation    3.887923  0.885925
   step_number  set_name  loss_value       auc
0        92479  subtrain    3.567335  0.880223
   step_number    set_name  loss_value       auc
0        92479  validation    3.887911  0.885926
   step_number  set_name  loss_value       auc
0        92480  subtrain    3.567323  0.880224

### [bt]: Job terminated successfully [batchtools job.id=191]
### [bt]: Calculation finished!
slurmstepd: error: Detected 1 oom_kill event in StepId=10277504.batch. Some of the step tasks have been OOM Killed.
