Random Fourier Feature Support Vector Classifier
  | Creating Random Binning Feature...
  | [0.49s | 6.00MB] 7500->100 Random Binning Feature created
  | Loading Images...
  |   | [0.02s | 0.06MB] loaded patient 16534
  |   | [0.02s | 0.09MB] loaded patient 12241
  |   | [0.03s | 0.09MB] loaded patient 14078
  |   | [0.03s | 0.06MB] loaded patient 8957
  |   | [0.03s | 0.09MB] loaded patient 14212
  |   | [0.03s | 0.09MB] loaded patient 12876
  |   | [0.04s | 0.12MB] loaded patient 13458
  |   | [0.04s | 0.12MB] loaded patient 12811
  |   | [0.04s | 0.12MB] loaded patient 13023
  |   | [0.04s | 0.12MB] loaded patient 9124
  |   | [0.04s | 0.15MB] loaded patient 9347
  |   | [0.04s | 0.15MB] loaded patient 14081
  |   | [0.04s | 0.18MB] loaded patient 13687
  |   | [0.05s | 0.21MB] loaded patient 10258
  |   | [0.05s | 0.18MB] loaded patient 9083
  |   | [0.05s | 0.21MB] loaded patient 13692
  |   | [0.05s | 0.18MB] loaded patient 9022
  |   | [0.05s | 0.18MB] loaded patient 15471
  |   | [0.05s | 0.21MB] loaded patient 9344
  |   | [0.05s | 0.21MB] loaded patient 8951
  |   | [0.06s | 0.24MB] loaded patient 8865
  |   | [0.06s | 0.21MB] loaded patient 12822
  |   | [0.06s | 0.27MB] loaded patient 12909
  |   | [0.06s | 0.27MB] loaded patient 12884
  |   | [0.07s | 0.27MB] loaded patient 16568
  |   | [0.07s | 0.27MB] loaded patient 12901
  |   | [0.07s | 0.30MB] loaded patient 10304
  |   | [0.07s | 0.30MB] loaded patient 15513
  |   | [0.08s | 0.36MB] loaded patient 9037
  |   | [0.04s | 0.12MB] loaded patient 12883
  |   | [0.08s | 0.33MB] loaded patient 9041
  |   | [0.05s | 0.18MB] loaded patient 16532
  |   | [0.08s | 0.36MB] loaded patient 9176
  |   | [0.03s | 0.09MB] loaded patient 16531
  |   | [0.08s | 0.36MB] loaded patient 12242
  |   | [0.08s | 0.30MB] loaded patient 13106
  |   | [0.09s | 0.39MB] loaded patient 13691
  |   | [0.06s | 0.27MB] loaded patient 12869
  |   | [0.09s | 0.45MB] loaded patient 9259
  |   | [0.10s | 0.45MB] loaded patient 15473
  |   | [0.05s | 0.21MB] loaded patient 10286
  |   | [0.10s | 0.42MB] loaded patient 9257
  |   | [0.10s | 0.42MB] loaded patient 10260
  |   | [0.10s | 0.48MB] loaded patient 14154
  |   | [0.10s | 0.48MB] loaded patient 13019
  |   | [0.03s | 0.09MB] loaded patient 9044
  |   | [0.11s | 0.48MB] loaded patient 13613
  |   | [0.09s | 0.36MB] loaded patient 12955
  |   | [0.11s | 0.48MB] loaded patient 9225
  |   | [0.05s | 0.18MB] loaded patient 9383
  |   | [0.07s | 0.27MB] loaded patient 12870
  |   | [0.07s | 0.27MB] loaded patient 10254
  |   | [0.07s | 0.27MB] loaded patient 9291
  |   | [0.03s | 0.06MB] loaded patient 16167
  |   | [0.06s | 0.24MB] loaded patient 14188
  |   | [0.11s | 0.51MB] loaded patient 8867
  |   | [0.08s | 0.30MB] loaded patient 12930
  |   | [0.04s | 0.15MB] loaded patient 14209
  |   | [0.10s | 0.42MB] loaded patient 16166
  |   | [0.07s | 0.30MB] loaded patient 10293
  |   | [0.04s | 0.15MB] loaded patient 14213
  |   | [0.04s | 0.12MB] loaded patient 13617
  |   | [0.09s | 0.39MB] loaded patient 15515
  |   | [0.09s | 0.39MB] loaded patient 12810
  |   | [0.09s | 0.39MB] loaded patient 10264
  |   | [0.04s | 0.12MB] loaded patient 12881
  |   | [0.14s | 0.63MB] loaded patient 10290
  |   | [0.14s | 0.66MB] loaded patient 14211
  |   | [0.02s | 0.06MB] loaded patient 9262
  |   | [0.08s | 0.36MB] loaded patient 9254
  |   | [0.14s | 0.69MB] loaded patient 10308
  |   | [0.03s | 0.09MB] loaded patient 9035
  |   | [0.08s | 0.33MB] loaded patient 9261
  |   | [0.05s | 0.21MB] loaded patient 12898
  |   | [0.08s | 0.33MB] loaded patient 10306
  |   | [0.15s | 0.72MB] loaded patient 10288
  |   | [0.09s | 0.39MB] loaded patient 10269
  |   | [0.13s | 0.57MB] loaded patient 9320
  |   | [0.04s | 0.15MB] loaded patient 16569
  |   | [0.16s | 0.75MB] loaded patient 13693
  |   | [0.07s | 0.27MB] loaded patient 9023
  |   | [0.10s | 0.45MB] loaded patient 12878
  |   | [0.08s | 0.36MB] loaded patient 12752
  |   | [0.04s | 0.15MB] loaded patient 13020
  |   | [0.03s | 0.09MB] loaded patient 12871
  |   | [0.08s | 0.33MB] loaded patient 8914
  |   | [0.07s | 0.27MB] loaded patient 9227
  |   | [0.06s | 0.27MB] loaded patient 12949
  |   | [0.07s | 0.30MB] loaded patient 12817
  |   | [0.14s | 0.63MB] loaded patient 12934
  |   | [0.02s | 0.06MB] loaded patient 12948
  |   | [0.03s | 0.09MB] loaded patient 9175
  |   | [0.13s | 0.60MB] loaded patient 14155
  |   | [0.15s | 0.66MB] loaded patient 16165
  |   | [0.12s | 0.54MB] loaded patient 10279
  |   | [0.03s | 0.09MB] loaded patient 12892
  |   | [0.11s | 0.51MB] loaded patient 9029
  |   | [0.04s | 0.15MB] loaded patient 12879
  |   | [0.08s | 0.33MB] loaded patient 10307
  |   | [0.08s | 0.36MB] loaded patient 12820
  |   | [0.13s | 0.60MB] loaded patient 12880
  |   | [0.08s | 0.33MB] loaded patient 10275
  |   | [0.08s | 0.36MB] loaded patient 9177
  |   | [0.04s | 0.15MB] loaded patient 13403
  |   | [0.04s | 0.09MB] loaded patient 16555
  |   | [0.12s | 0.54MB] loaded patient 8974
  |   | [0.09s | 0.39MB] loaded patient 13694
  |   | [0.09s | 0.39MB] loaded patient 10291
  |   | [0.06s | 0.27MB] loaded patient 15634
  |   | [0.11s | 0.51MB] loaded patient 9123
  |   | [0.09s | 0.39MB] loaded patient 12951
  |   | [0.11s | 0.45MB] loaded patient 9173
  |   | [0.04s | 0.15MB] loaded patient 13688
  |   | [0.07s | 0.30MB] loaded patient 8913
  |   | [0.09s | 0.39MB] loaded patient 13021
  |   | [0.12s | 0.54MB] loaded patient 12910
  |   | [0.08s | 0.36MB] loaded patient 15840
  |   | [0.12s | 0.57MB] loaded patient 10262
  |   | [0.07s | 0.27MB] loaded patient 9135
  |   | [0.05s | 0.18MB] loaded patient 15633
  |   | [0.14s | 0.66MB] loaded patient 10299
  |   | [0.06s | 0.24MB] loaded patient 12824
  |   | [0.11s | 0.48MB] loaded patient 10300
  |   | [0.12s | 0.57MB] loaded patient 9078
  |   | [0.04s | 0.15MB] loaded patient 14306
  |   | [0.04s | 0.12MB] loaded patient 12877
  |   | [0.12s | 0.54MB] loaded patient 9265
  |   | [0.05s | 0.15MB] loaded patient 15632
  |   | [0.09s | 0.39MB] loaded patient 9250
  |   | [0.05s | 0.18MB] loaded patient 10256
  |   | [0.07s | 0.30MB] loaded patient 16570
  |   | [0.07s | 0.30MB] loaded patient 10277
  |   | [0.03s | 0.09MB] loaded patient 12933
  |   | [0.11s | 0.51MB] loaded patient 9077
  |   | [0.05s | 0.21MB] loaded patient 15514
  |   | [0.04s | 0.15MB] loaded patient 9260
  |   | [0.06s | 0.24MB] loaded patient 8980
  |   | [0.07s | 0.27MB] loaded patient 12872
  |   | [0.11s | 0.51MB] loaded patient 8918
  |   | [0.05s | 0.21MB] loaded patient 14210
  |   | [0.03s | 0.09MB] loaded patient 10255
  |   | [0.06s | 0.24MB] loaded patient 12893
  |   | [0.09s | 0.39MB] loaded patient 15902
  |   | [0.00s] error loading patient IDC_regular_ps50_idx5.zip: [Errno 20] Not a directory: '/home1/06137/thuang1/rkfCVM/IDC_regular_ps50_idx5/IDC_regular_ps50_idx5.zip/0'
  |   | [0.11s | 0.48MB] loaded patient 9290
  |   | [0.09s | 0.42MB] loaded patient 12935
  |   | [0.07s | 0.30MB] loaded patient 10274
  |   | [0.05s | 0.18MB] loaded patient 8955
  |   | [0.05s | 0.21MB] loaded patient 13401
  |   | [0.05s | 0.21MB] loaded patient 9125
  |   | [0.12s | 0.57MB] loaded patient 9075
  |   | [0.13s | 0.60MB] loaded patient 10305
  |   | [0.04s | 0.15MB] loaded patient 14082
  |   | [0.05s | 0.18MB] loaded patient 12886
  |   | [0.10s | 0.45MB] loaded patient 9178
  |   | [0.08s | 0.33MB] loaded patient 9076
  |   | [0.09s | 0.39MB] loaded patient 9381
  |   | [0.05s | 0.21MB] loaded patient 12931
  |   | [0.08s | 0.36MB] loaded patient 15510
  |   | [0.06s | 0.24MB] loaded patient 13025
  |   | [0.06s | 0.24MB] loaded patient 16554
  |   | [0.08s | 0.36MB] loaded patient 9325
  |   | [0.07s | 0.30MB] loaded patient 14304
  |   | [0.04s | 0.15MB] loaded patient 9319
  |   | [0.06s | 0.27MB] loaded patient 12932
  |   | [0.03s | 0.09MB] loaded patient 15512
  |   | [0.04s | 0.15MB] loaded patient 12882
  |   | [0.07s | 0.27MB] loaded patient 12897
  |   | [0.05s | 0.18MB] loaded patient 10253
  |   | [0.10s | 0.42MB] loaded patient 10303
  |   | [0.07s | 0.30MB] loaded patient 8917
  |   | [0.05s | 0.21MB] loaded patient 8950
  |   | [0.09s | 0.42MB] loaded patient 10285
  |   | [0.06s | 0.24MB] loaded patient 10257
  |   | [0.08s | 0.36MB] loaded patient 9181
  |   | [0.11s | 0.51MB] loaded patient 12818
  |   | [0.10s | 0.45MB] loaded patient 10292
  |   | [0.12s | 0.57MB] loaded patient 12751
  |   | [0.08s | 0.33MB] loaded patient 14192
  |   | [0.14s | 0.66MB] loaded patient 10268
  |   | [0.09s | 0.42MB] loaded patient 12626
  |   | [0.05s | 0.21MB] loaded patient 13461
  |   | [0.12s | 0.57MB] loaded patient 13462
  |   | [0.02s | 0.06MB] loaded patient 12929
  |   | [0.06s | 0.24MB] loaded patient 16553
  |   | [0.06s | 0.27MB] loaded patient 12868
  |   | [0.12s | 0.54MB] loaded patient 12819
  |   | [0.05s | 0.21MB] loaded patient 14321
  |   | [0.11s | 0.51MB] loaded patient 9126
  |   | [0.07s | 0.30MB] loaded patient 14190
  |   | [0.10s | 0.39MB] loaded patient 9036
  |   | [0.15s | 0.69MB] loaded patient 9323
  |   | [0.04s | 0.12MB] loaded patient 13018
  |   | [0.13s | 0.60MB] loaded patient 10302
  |   | [0.06s | 0.24MB] loaded patient 14153
  |   | [0.08s | 0.36MB] loaded patient 13591
  |   | [0.11s | 0.51MB] loaded patient 13916
  |   | [0.09s | 0.39MB] loaded patient 12905
  |   | [0.07s | 0.27MB] loaded patient 9081
  |   | [0.14s | 0.66MB] loaded patient 16551
  |   | [0.09s | 0.39MB] loaded patient 13400
  |   | [0.05s | 0.18MB] loaded patient 9228
  |   | [0.08s | 0.36MB] loaded patient 12826
  |   | [0.10s | 0.45MB] loaded patient 13616
  |   | [0.09s | 0.39MB] loaded patient 9266
  |   | [0.05s | 0.18MB] loaded patient 12896
  |   | [0.05s | 0.21MB] loaded patient 10261
  |   | [0.12s | 0.54MB] loaded patient 12906
  |   | [0.15s | 0.69MB] loaded patient 10272
  |   | [0.14s | 0.66MB] loaded patient 10273
  |   | [0.08s | 0.36MB] loaded patient 15903
  |   | [0.12s | 0.51MB] loaded patient 12749
  |   | [0.09s | 0.39MB] loaded patient 9345
  |   | [0.03s | 0.09MB] loaded patient 9174
  |   | [0.09s | 0.42MB] loaded patient 15516
  |   | [0.07s | 0.33MB] loaded patient 12900
  |   | [0.10s | 0.45MB] loaded patient 14157
  |   | [0.04s | 0.12MB] loaded patient 12875
  |   | [0.06s | 0.24MB] loaded patient 16014
  |   | [0.09s | 0.39MB] loaded patient 9255
  |   | [0.10s | 0.45MB] loaded patient 14156
  |   | [0.03s | 0.12MB] loaded patient 12748
  |   | [0.07s | 0.30MB] loaded patient 10276
  |   | [0.08s | 0.36MB] loaded patient 8864
  |   | [0.11s | 0.54MB] loaded patient 12894
  |   | [0.07s | 0.33MB] loaded patient 12908
  |   | [0.06s | 0.27MB] loaded patient 13024
  |   | [0.06s | 0.27MB] loaded patient 13402
  |   | [0.08s | 0.36MB] loaded patient 8984
  |   | [0.05s | 0.24MB] loaded patient 13460
  |   | [0.06s | 0.27MB] loaded patient 9043
  |   | [0.03s | 0.12MB] loaded patient 15839
  |   | [0.11s | 0.48MB] loaded patient 15472
  |   | [0.03s | 0.12MB] loaded patient 12873
  |   | [0.09s | 0.42MB] loaded patient 9226
  |   | [0.05s | 0.24MB] loaded patient 9267
  |   | [0.07s | 0.36MB] loaded patient 9324
  |   | [0.14s | 0.69MB] loaded patient 8975
  |   | [0.07s | 0.36MB] loaded patient 10278
  |   | [0.07s | 0.36MB] loaded patient 13459
  |   | [0.11s | 0.57MB] loaded patient 8956
  |   | [0.07s | 0.33MB] loaded patient 14305
  |   | [0.03s | 0.15MB] loaded patient 8959
  |   | [0.09s | 0.45MB] loaded patient 12867
  |   | [0.09s | 0.45MB] loaded patient 14191
  |   | [0.11s | 0.54MB] loaded patient 9382
  |   | [0.08s | 0.39MB] loaded patient 16896
  |   | [0.12s | 0.60MB] loaded patient 12954
  |   | [0.06s | 0.30MB] loaded patient 10295
  |   | [0.09s | 0.48MB] loaded patient 12890
  |   | [0.06s | 0.30MB] loaded patient 12823
  |   | [0.09s | 0.48MB] loaded patient 10259
  |   | [0.06s | 0.30MB] loaded patient 9256
  |   | [0.04s | 0.21MB] loaded patient 13689
  |   | [0.10s | 0.54MB] loaded patient 12895
  |   | [0.09s | 0.48MB] loaded patient 12750
  |   | [0.03s | 0.15MB] loaded patient 16533
  |   | [0.08s | 0.45MB] loaded patient 10301
  |   | [0.01s | 0.06MB] loaded patient 16552
  |   | [0.08s | 0.45MB] loaded patient 9346
  |   | [0.02s | 0.15MB] loaded patient 13666
  |   | [0.07s | 0.45MB] loaded patient 9322
  |   | [0.02s | 0.18MB] loaded patient 13404
  |   | [0.04s | 0.27MB] loaded patient 9073
  |   | [0.01s | 0.12MB] loaded patient 9321
  |   | [0.09s | 0.60MB] loaded patient 16085
  |   | [0.05s | 0.42MB] loaded patient 12911
  |   | [0.04s | 0.33MB] loaded patient 14189
  |   | [0.03s | 0.30MB] loaded patient 14079
  |   | [0.05s | 0.45MB] loaded patient 12821
  |   | [0.10s | 0.72MB] loaded patient 16550
  |   | [0.01s | 0.09MB] loaded patient 16895
  |   | [0.05s | 0.36MB] loaded patient 13022
  |   | [0.01s | 0.09MB] loaded patient 8916
  |   | [0.02s | 0.21MB] loaded patient 9258
  |   | [0.02s | 0.27MB] loaded patient 12947
  |   | [0.03s | 0.36MB] loaded patient 12907
  |   | [0.01s | 0.21MB] loaded patient 12891
  |   | [0.02s | 0.33MB] loaded patient 8863
  |   | [0.03s | 0.63MB] loaded patient 10282
  |   | Combining thread results...
  | [7.48s | 90.78MB] 3026 images (1.0%) sampled from 280 patients
  | [0.43s] Generated K Means model (n=4)
  | Loading Images...
  |   | [1.77s | 0.03MB] loaded patient 16534
  |   | [3.08s | 0.04MB] loaded patient 8957
  |   | [4.18s | 0.06MB] loaded patient 12241
  |   | [4.35s | 0.06MB] loaded patient 12876
  |   | [5.20s | 0.08MB] loaded patient 14078
  |   | [5.34s | 0.08MB] loaded patient 14212
  |   | [6.28s | 0.09MB] loaded patient 13023
  |   | [6.77s | 0.10MB] loaded patient 12811
  |   | [9.11s | 0.13MB] loaded patient 14081
  |   | [11.22s | 0.16MB] loaded patient 9347
  |   | [11.81s | 0.16MB] loaded patient 13458
  |   | [12.56s | 0.18MB] loaded patient 13687
  |   | [13.03s | 0.19MB] loaded patient 9124
  |   | [14.63s | 0.21MB] loaded patient 10258
  |   | [14.30s | 0.21MB] loaded patient 9022
  |   | [15.15s | 0.21MB] loaded patient 9344
  |   | [14.79s | 0.21MB] loaded patient 15471
  |   | [15.28s | 0.23MB] loaded patient 9083
  |   | [17.21s | 0.25MB] loaded patient 8951
  |   | [17.92s | 0.24MB] loaded patient 13692
  |   | [13.09s | 0.19MB] loaded patient 16532
  |   | [20.45s | 0.29MB] loaded patient 8865
  |   | [21.16s | 0.30MB] loaded patient 12822
  |   | [21.59s | 0.31MB] loaded patient 12884
  |   | [21.87s | 0.32MB] loaded patient 12909
  |   | [6.89s | 0.10MB] loaded patient 16531
  |   | [9.36s | 0.14MB] loaded patient 12883
  |   | [4.35s | 0.06MB] loaded patient 9044
  |   | [22.58s | 0.32MB] loaded patient 12901
  |   | [22.90s | 0.33MB] loaded patient 16568
  |   | [23.80s | 0.35MB] loaded patient 15513
  |   | [24.73s | 0.35MB] loaded patient 10304
  |   | [21.38s | 0.31MB] loaded patient 12869
  |   | [17.37s | 0.25MB] loaded patient 10286
  |   | [28.33s | 0.42MB] loaded patient 9176
  |   | [29.05s | 0.42MB] loaded patient 9041
  |   | [29.31s | 0.43MB] loaded patient 13106
  |   | [30.26s | 0.44MB] loaded patient 12242
  |   | [30.81s | 0.45MB] loaded patient 9037
  |   | [32.24s | 0.47MB] loaded patient 13691
  |   | [29.12s | 0.43MB] loaded patient 12955
  |   | [26.28s | 0.38MB] loaded patient 12930
  |   | [33.32s | 0.48MB] loaded patient 9257
  |   | [11.75s | 0.17MB] loaded patient 14213
  |   | [33.85s | 0.49MB] loaded patient 16166
  |   | [35.59s | 0.52MB] loaded patient 10260
  |   | [19.65s | 0.28MB] loaded patient 14188
  |   | [15.82s | 0.23MB] loaded patient 9383
  |   | [5.34s | 0.08MB] loaded patient 16167
  |   | [23.56s | 0.34MB] loaded patient 10254
  |   | [33.30s | 0.47MB] loaded patient 15515
  |   | [22.82s | 0.33MB] loaded patient 12870
  |   | [23.97s | 0.35MB] loaded patient 10293
  |   | [39.49s | 0.56MB] loaded patient 9259
  |   | [9.61s | 0.14MB] loaded patient 14209
  |   | [40.39s | 0.58MB] loaded patient 15473
  |   | [40.26s | 0.58MB] loaded patient 13613
  |   | [9.88s | 0.14MB] loaded patient 13617
  |   | [2.59s | 0.04MB] loaded patient 9262
  |   | [41.72s | 0.61MB] loaded patient 13019
  |   | [23.80s | 0.33MB] loaded patient 9291
  |   | [42.48s | 0.61MB] loaded patient 14154
  |   | [42.88s | 0.62MB] loaded patient 9225
  |   | [6.66s | 0.09MB] loaded patient 9035
  |   | [32.22s | 0.46MB] loaded patient 12810
  |   | [33.45s | 0.48MB] loaded patient 10264
  |   | [22.76s | 0.33MB] loaded patient 9227
  |   | [45.66s | 0.66MB] loaded patient 8867
  |   | [9.11s | 0.13MB] loaded patient 16569
  |   | [7.84s | 0.11MB] loaded patient 12881
  |   | [24.03s | 0.35MB] loaded patient 9023
  |   | [5.12s | 0.07MB] loaded patient 12871
  |   | [27.31s | 0.39MB] loaded patient 9261
  |   | [16.41s | 0.23MB] loaded patient 12898
  |   | [10.83s | 0.15MB] loaded patient 13020
  |   | [28.51s | 0.41MB] loaded patient 10306
  |   | [6.16s | 0.09MB] loaded patient 12892
  |   | [33.51s | 0.47MB] loaded patient 9254
  |   | [32.41s | 0.46MB] loaded patient 10269
  |   | [22.72s | 0.32MB] loaded patient 12949
  |   | [3.23s | 0.05MB] loaded patient 9175
  |   | [52.88s | 0.75MB] loaded patient 9320
  |   | [56.91s | 0.81MB] loaded patient 10290
  |   | [4.56s | 0.07MB] loaded patient 12948
  |   | [30.70s | 0.44MB] loaded patient 12752
  |   | [59.09s | 0.84MB] loaded patient 14211
  |   | [39.09s | 0.56MB] loaded patient 12878
  |   | [62.86s | 0.91MB] loaded patient 10308
  |   | [8.92s | 0.13MB] loaded patient 13403
  |   | [11.45s | 0.16MB] loaded patient 12879
  |   | [29.77s | 0.42MB] loaded patient 10275
  |   | [64.03s | 0.91MB] loaded patient 10288
  |   | [58.61s | 0.85MB] loaded patient 16165
  |   | [65.55s | 0.94MB] loaded patient 13693
  |   | [27.87s | 0.40MB] loaded patient 10307
  |   | [27.46s | 0.39MB] loaded patient 8914
  |   | [31.44s | 0.45MB] loaded patient 12820
  |   | [52.21s | 0.75MB] loaded patient 14155
  |   | [12.48s | 0.18MB] loaded patient 15633
  |   | [55.99s | 0.80MB] loaded patient 12934
  |   | [25.74s | 0.37MB] loaded patient 12817
  |   | [30.67s | 0.44MB] loaded patient 9177
  |   | [47.39s | 0.68MB] loaded patient 10279
  |   | [9.91s | 0.14MB] loaded patient 13688
  |   | [12.93s | 0.18MB] loaded patient 15632
  |   | [7.40s | 0.11MB] loaded patient 12877
  |   | [33.82s | 0.49MB] loaded patient 10291
  |   | [31.36s | 0.45MB] loaded patient 12951
  |   | [19.40s | 0.28MB] loaded patient 12824
  |   | [31.72s | 0.46MB] loaded patient 9250
  |   | [22.38s | 0.32MB] loaded patient 15634
  |   | [45.62s | 0.65MB] loaded patient 9029
  |   | [30.34s | 0.44MB] loaded patient 15840
  |   | [25.42s | 0.37MB] loaded patient 16570
  |   | [10.33s | 0.15MB] loaded patient 16555
  |   | [4.25s | 0.06MB] loaded patient 12933
  |   | [53.48s | 0.78MB] loaded patient 12880
  |   | [50.04s | 0.72MB] loaded patient 10262
  |   | [12.96s | 0.19MB] loaded patient 10256
  |   | [33.35s | 0.48MB] loaded patient 13021
  |   | [21.82s | 0.31MB] loaded patient 12872
  |   | [48.10s | 0.70MB] loaded patient 8974
  |   | [44.70s | 0.64MB] loaded patient 9123
  |   | [11.88s | 0.17MB] loaded patient 14306
  |   | [33.39s | 0.49MB] loaded patient 13694
  |   | [46.71s | 0.67MB] loaded patient 9265
  |   | [41.85s | 0.60MB] loaded patient 10300
  |   | [40.56s | 0.57MB] loaded patient 9173
  |   | [9.97s | 0.15MB] loaded patient 9260
  |   | [59.40s | 0.84MB] loaded patient 10299
  |   | [32.67s | 0.47MB] loaded patient 15902
  |   | [27.76s | 0.38MB] loaded patient 10277
  |   | [19.87s | 0.29MB] loaded patient 9135
  |   | [16.37s | 0.23MB] loaded patient 14210
  |   | [45.87s | 0.65MB] loaded patient 9077
  |   | [17.57s | 0.26MB] loaded patient 15514
  |   | [19.32s | 0.28MB] loaded patient 12893
  |   | [19.60s | 0.28MB] loaded patient 8980
  |   | [47.93s | 0.69MB] loaded patient 12910
  |   | [26.48s | 0.38MB] loaded patient 8913
  |   | [7.52s | 0.11MB] loaded patient 10255
  |   | [13.73s | 0.20MB] loaded patient 8955
  |   | [34.15s | 0.49MB] loaded patient 12935
  |   | [50.01s | 0.72MB] loaded patient 9078
  |   | [0.00s] error loading patient IDC_regular_ps50_idx5.zip: [Errno 20] Not a directory: '/home1/06137/thuang1/rkfCVM/IDC_regular_ps50_idx5/IDC_regular_ps50_idx5.zip/0'
  |   | [16.85s | 0.24MB] loaded patient 9125
  |   | [24.17s | 0.35MB] loaded patient 10274
  |   | [29.89s | 0.43MB] loaded patient 15510
  |   | [15.83s | 0.23MB] loaded patient 13401
  |   | [50.34s | 0.71MB] loaded patient 9075
  |   | [14.53s | 0.21MB] loaded patient 12886
  |   | [43.43s | 0.62MB] loaded patient 9290
  |   | [19.57s | 0.29MB] loaded patient 16554
  |   | [25.94s | 0.37MB] loaded patient 9076
  |   | [16.41s | 0.24MB] loaded patient 12931
  |   | [13.93s | 0.19MB] loaded patient 14082
  |   | [39.91s | 0.58MB] loaded patient 9178
  |   | [5.93s | 0.09MB] loaded patient 15512
  |   | [11.51s | 0.17MB] loaded patient 9319
  |   | [19.83s | 0.29MB] loaded patient 12932
  |   | [21.80s | 0.31MB] loaded patient 13025
  |   | [43.22s | 0.62MB] loaded patient 8918
  |   | [22.37s | 0.32MB] loaded patient 14304
  |   | [34.94s | 0.50MB] loaded patient 9381
  |   | [27.36s | 0.39MB] loaded patient 8917
  |   | [31.38s | 0.45MB] loaded patient 9325
  |   | [11.04s | 0.16MB] loaded patient 12882
  |   | [14.96s | 0.22MB] loaded patient 10253
  |   | [17.06s | 0.24MB] loaded patient 8950
  |   | [18.21s | 0.25MB] loaded patient 10257
  |   | [34.37s | 0.49MB] loaded patient 10285
  |   | [24.23s | 0.35MB] loaded patient 12897
  |   | [52.32s | 0.73MB] loaded patient 10305
  |   | [30.00s | 0.43MB] loaded patient 9181
  |   | [37.58s | 0.54MB] loaded patient 10303
  |   | [18.82s | 0.27MB] loaded patient 16553
  |   | [28.79s | 0.41MB] loaded patient 14192
  |   | [18.36s | 0.27MB] loaded patient 13461
  |   | [45.16s | 0.65MB] loaded patient 12818
  |   | [23.61s | 0.35MB] loaded patient 12868
  |   | [4.45s | 0.06MB] loaded patient 12929
  |   | [17.33s | 0.25MB] loaded patient 14321
  |   | [41.04s | 0.60MB] loaded patient 10292
  |   | [8.32s | 0.12MB] loaded patient 13018
  |   | [50.51s | 0.73MB] loaded patient 12751
  |   | [28.77s | 0.41MB] loaded patient 13591
  |   | [48.24s | 0.70MB] loaded patient 13462
  |   | [27.09s | 0.38MB] loaded patient 14190
  |   | [45.63s | 0.65MB] loaded patient 12819
  |   | [20.05s | 0.29MB] loaded patient 14153
  |   | [38.47s | 0.54MB] loaded patient 12626
  |   | [35.09s | 0.50MB] loaded patient 9036
  |   | [44.44s | 0.64MB] loaded patient 9126
  |   | [37.50s | 0.54MB] loaded patient 13616
  |   | [53.19s | 0.76MB] loaded patient 10302
  |   | [23.88s | 0.34MB] loaded patient 9081
  |   | [17.77s | 0.26MB] loaded patient 10261
  |   | [58.97s | 0.85MB] loaded patient 10268
  |   | [33.98s | 0.49MB] loaded patient 12905
  |   | [13.33s | 0.19MB] loaded patient 9228
  |   | [30.21s | 0.45MB] loaded patient 12826
  |   | [61.02s | 0.87MB] loaded patient 9323
  |   | [36.26s | 0.52MB] loaded patient 13400
  |   | [45.20s | 0.65MB] loaded patient 13916
  |   | [14.04s | 0.20MB] loaded patient 12896
  |   | [32.31s | 0.47MB] loaded patient 9266
  |   | [28.30s | 0.42MB] loaded patient 15903
  |   | [60.41s | 0.88MB] loaded patient 16551
  |   | [45.90s | 0.68MB] loaded patient 12906
  |   | [53.47s | 0.80MB] loaded patient 10273
  |   | [8.45s | 0.15MB] loaded patient 12748
  |   | [16.16s | 0.27MB] loaded patient 16014
  |   | [31.31s | 0.47MB] loaded patient 9345
  |   | [57.25s | 0.87MB] loaded patient 10272
  |   | [35.15s | 0.52MB] loaded patient 15516
  |   | [31.83s | 0.49MB] loaded patient 9255
  |   | [28.28s | 0.42MB] loaded patient 8864
  |   | [36.12s | 0.56MB] loaded patient 14157
  |   | [37.74s | 0.56MB] loaded patient 14156
  |   | [26.58s | 0.41MB] loaded patient 12900
  |   | [42.23s | 0.68MB] loaded patient 12894
  |   | [18.33s | 0.32MB] loaded patient 13402
  |   | [6.08s | 0.10MB] loaded patient 15839
  |   | [20.72s | 0.33MB] loaded patient 13024
  |   | [25.71s | 0.42MB] loaded patient 12908
  |   | [21.62s | 0.41MB] loaded patient 13459
  |   | [46.71s | 0.70MB] loaded patient 12749
  |   | [18.65s | 0.33MB] loaded patient 9043
  |   | [9.65s | 0.24MB] loaded patient 13689
  |   | [26.75s | 0.47MB] loaded patient 9226
  |   | [27.07s | 0.57MB] loaded patient 12867
  |   | [44.63s | 0.78MB] loaded patient 12954
  |   | [21.64s | 0.38MB] loaded patient 10276
  |   | [29.41s | 0.59MB] loaded patient 10259
  |   | [21.30s | 0.40MB] loaded patient 14305
  |   | [40.81s | 0.73MB] loaded patient 8956
  |   | [36.15s | 0.65MB] loaded patient 15472
  |   | [22.46s | 0.45MB] loaded patient 8984
  |   | [5.83s | 0.15MB] loaded patient 16533
  |   | [30.06s | 0.59MB] loaded patient 12890
  |   | [27.39s | 0.54MB] loaded patient 14191
  |   | [14.26s | 0.36MB] loaded patient 10295
  |   | [31.96s | 0.66MB] loaded patient 9382
  |   | [6.06s | 0.16MB] loaded patient 13666
  |   | [52.72s | 0.89MB] loaded patient 8975
  |   | [30.55s | 0.58MB] loaded patient 12750
  |   | [34.71s | 0.67MB] loaded patient 12895
  |   | [17.24s | 0.37MB] loaded patient 9256
  |   | [4.96s | 0.13MB] loaded patient 9321
  |   | [20.09s | 0.50MB] loaded patient 12911
  |   | [22.44s | 0.56MB] loaded patient 12821
  |   | [14.18s | 0.36MB] loaded patient 14079
  |   | [12.85s | 0.33MB] loaded patient 12947
  |   | [20.23s | 0.51MB] loaded patient 13022
  |   | [42.91s | 0.92MB] loaded patient 16550
  |   | Combining thread results...
  | [171.07s | 101.93MB] 254189 images (100.0%) sampled from 255 patients
  | Loading Images...
  |   | [2.71s | 0.06MB] loaded patient 16552
  |   | [2.65s | 0.06MB] loaded patient 16895
  |   | [3.59s | 0.07MB] loaded patient 8916
  |   | [4.76s | 0.09MB] loaded patient 9174
  |   | [5.41s | 0.11MB] loaded patient 12873
  |   | [6.34s | 0.14MB] loaded patient 8959
  |   | [7.14s | 0.15MB] loaded patient 12875
  |   | [9.00s | 0.20MB] loaded patient 13404
  |   | [10.32s | 0.24MB] loaded patient 9258
  |   | [10.50s | 0.25MB] loaded patient 12891
  |   | [10.68s | 0.26MB] loaded patient 9267
  |   | [11.37s | 0.27MB] loaded patient 13460
  |   | [13.48s | 0.33MB] loaded patient 9073
  |   | [15.85s | 0.39MB] loaded patient 8863
  |   | [15.97s | 0.40MB] loaded patient 14189
  |   | [16.29s | 0.40MB] loaded patient 12823
  |   | [16.77s | 0.42MB] loaded patient 9324
  |   | [18.34s | 0.42MB] loaded patient 12907
  |   | [18.59s | 0.45MB] loaded patient 16896
  |   | [19.00s | 0.46MB] loaded patient 10278
  |   | [22.06s | 0.55MB] loaded patient 9346
  |   | [22.55s | 0.57MB] loaded patient 10301
  |   | [23.39s | 0.59MB] loaded patient 9322
  |   | [29.53s | 0.75MB] loaded patient 16085
  |   | [32.17s | 0.81MB] loaded patient 10282
  |   | Combining thread results...
  | [32.63s | 8.43MB] 21033 images (100.0%) sampled from 25 patients
  | [30.12s | 0.00MB] RFF SVC Computed
  | Running test data:
  |   | Incorrect labels: 4550 (21.6%)
  |   | Correct labels: 16483 (78.4)%
  |   | False positive: 2070
  |   | False negative: 2480
  |   | True positive: 2886
  |   | True negative: 13597
  | [0.20s] 21033 tests run
  | Running test data:
  |   | Incorrect labels: 62174 (24.5%)
  |   | Correct labels: 192015 (75.5)%
  |   | False positive: 27298
  |   | False negative: 34876
  |   | True positive: 38526
  |   | True negative: 153489
  | [2.42s] 254189 tests run
[244.85s] Program finished.