Random Fourier Feature Support Vector Classifier
  | Creating Random Binning Feature...
  | [1.64s | 30.00MB] 7500->500 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 12811
  |   | [0.04s | 0.15MB] loaded patient 13458
  |   | [0.04s | 0.15MB] loaded patient 9347
  |   | [0.04s | 0.12MB] loaded patient 13023
  |   | [0.04s | 0.15MB] loaded patient 9124
  |   | [0.04s | 0.15MB] loaded patient 14081
  |   | [0.04s | 0.18MB] loaded patient 13687
  |   | [0.05s | 0.21MB] loaded patient 10258
  |   | [0.05s | 0.21MB] loaded patient 13692
  |   | [0.05s | 0.18MB] loaded patient 9083
  |   | [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 | 0.24MB] loaded patient 12822
  |   | [0.06s | 0.27MB] loaded patient 12909
  |   | [0.06s | 0.27MB] loaded patient 12884
  |   | [0.07s | 0.27MB] loaded patient 12901
  |   | [0.07s | 0.27MB] loaded patient 16568
  |   | [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 | 0.33MB] loaded patient 13106
  |   | [0.07s | 0.27MB] loaded patient 12869
  |   | [0.09s | 0.39MB] loaded patient 13691
  |   | [0.10s | 0.45MB] loaded patient 15473
  |   | [0.05s | 0.21MB] loaded patient 10286
  |   | [0.10s | 0.45MB] loaded patient 9259
  |   | [0.10s | 0.42MB] loaded patient 10260
  |   | [0.09s | 0.42MB] loaded patient 9257
  |   | [0.10s | 0.48MB] loaded patient 13019
  |   | [0.10s | 0.48MB] loaded patient 14154
  |   | [0.11s | 0.48MB] loaded patient 9225
  |   | [0.08s | 0.36MB] loaded patient 12955
  |   | [0.11s | 0.48MB] loaded patient 13613
  |   | [0.03s | 0.09MB] loaded patient 9044
  |   | [0.05s | 0.18MB] loaded patient 9383
  |   | [0.07s | 0.27MB] loaded patient 10254
  |   | [0.07s | 0.27MB] loaded patient 9291
  |   | [0.02s | 0.06MB] loaded patient 16167
  |   | [0.06s | 0.24MB] loaded patient 14188
  |   | [0.07s | 0.27MB] loaded patient 12870
  |   | [0.08s | 0.33MB] loaded patient 12930
  |   | [0.11s | 0.51MB] loaded patient 8867
  |   | [0.04s | 0.15MB] loaded patient 14209
  |   | [0.10s | 0.36MB] loaded patient 16166
  |   | [0.07s | 0.30MB] loaded patient 10293
  |   | [0.04s | 0.12MB] loaded patient 13617
  |   | [0.04s | 0.15MB] loaded patient 14213
  |   | [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] error loading patient 9262: all the input arrays must have same number of dimensions
  |   | [0.15s | 0.69MB] loaded patient 10308
  |   | [0.08s | 0.36MB] loaded patient 9254
  |   | [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
  |   | [0.13s | 0.54MB] loaded patient 9320
  |   | [0.09s | 0.39MB] loaded patient 10269
  |   | [0.04s | 0.15MB] loaded patient 16569
  |   | [0.06s | 0.27MB] loaded patient 9023
  |   | [0.16s | 0.75MB] loaded patient 13693
  |   | [0.08s | 0.36MB] loaded patient 12752
  |   | [0.10s | 0.45MB] loaded patient 12878
  |   | [0.04s | 0.15MB] loaded patient 13020
  |   | [0.03s | 0.09MB] loaded patient 12871
  |   | [0.06s | 0.27MB] loaded patient 12949
  |   | [0.07s | 0.27MB] loaded patient 9227
  |   | [0.08s | 0.33MB] loaded patient 8914
  |   | [0.14s | 0.63MB] loaded patient 12934
  |   | [0.07s | 0.30MB] loaded patient 12817
  |   | [0.02s | 0.06MB] loaded patient 12948
  |   | [0.03s | 0.09MB] loaded patient 9175
  |   | [0.14s | 0.66MB] loaded patient 16165
  |   | [0.13s | 0.60MB] loaded patient 14155
  |   | [0.12s | 0.54MB] loaded patient 10279
  |   | [0.03s | 0.09MB] loaded patient 12892
  |   | [0.04s | 0.15MB] loaded patient 12879
  |   | [0.11s | 0.51MB] loaded patient 9029
  |   | [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
  |   | [0.12s | 0.54MB] loaded patient 8974
  |   | [0.09s | 0.36MB] loaded patient 13694
  |   | [0.09s | 0.39MB] loaded patient 10291
  |   | [0.04s | 0.15MB] loaded patient 16555
  |   | [0.06s | 0.27MB] loaded patient 15634
  |   | [0.09s | 0.39MB] loaded patient 12951
  |   | [0.11s | 0.51MB] loaded patient 9123
  |   | [0.12s | 0.54MB] loaded patient 12910
  |   | [0.11s | 0.42MB] loaded patient 9173
  |   | [0.08s | 0.36MB] loaded patient 15840
  |   | [0.07s | 0.30MB] loaded patient 8913
  |   | [0.12s | 0.57MB] loaded patient 10262
  |   | [0.04s | 0.15MB] loaded patient 13688
  |   | [0.05s | 0.18MB] loaded patient 15633
  |   | [0.09s | 0.39MB] loaded patient 13021
  |   | [0.07s | 0.27MB] loaded patient 9135
  |   | [0.14s | 0.66MB] loaded patient 10299
  |   | [0.12s | 0.57MB] loaded patient 9078
  |   | [0.06s | 0.24MB] loaded patient 12824
  |   | [0.11s | 0.48MB] loaded patient 10300
  |   | [0.04s | 0.09MB] loaded patient 12877
  |   | [0.04s | 0.15MB] loaded patient 14306
  |   | [0.05s | 0.18MB] loaded patient 10256
  |   | [0.05s | 0.15MB] loaded patient 15632
  |   | [0.09s | 0.39MB] loaded patient 9250
  |   | [0.07s | 0.30MB] loaded patient 16570
  |   | [0.12s | 0.54MB] loaded patient 9265
  |   | [0.11s | 0.51MB] loaded patient 9077
  |   | [0.03s | 0.09MB] loaded patient 12933
  |   | [0.07s | 0.30MB] loaded patient 10277
  |   | [0.04s | 0.15MB] loaded patient 9260
  |   | [0.06s | 0.24MB] loaded patient 8980
  |   | [0.05s | 0.21MB] loaded patient 15514
  |   | [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
  |   | [0.07s | 0.30MB] loaded patient 10274
  |   | [0.10s | 0.42MB] loaded patient 12935
  |   | [0.05s | 0.18MB] loaded patient 8955
  |   | [0.05s | 0.21MB] loaded patient 9125
  |   | [0.13s | 0.60MB] loaded patient 10305
  |   | [0.12s | 0.57MB] loaded patient 9075
  |   | [0.04s | 0.15MB] loaded patient 14082
  |   | [0.05s | 0.21MB] loaded patient 13401
  |   | [0.05s | 0.18MB] loaded patient 12886
  |   | [0.10s | 0.42MB] loaded patient 9178
  |   | [0.05s | 0.21MB] loaded patient 12931
  |   | [0.08s | 0.33MB] loaded patient 9076
  |   | [0.10s | 0.42MB] loaded patient 9381
  |   | [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 | 0.24MB] loaded patient 14304
  |   | [0.04s | 0.15MB] loaded patient 9319
  |   | [0.06s | 0.24MB] loaded patient 12932
  |   | [0.07s | 0.27MB] loaded patient 12897
  |   | [0.04s | 0.15MB] loaded patient 12882
  |   | [0.03s | 0.09MB] loaded patient 15512
  |   | [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
  |   | [0.08s | 0.33MB] loaded patient 14192
  |   | [0.14s | 0.66MB] loaded patient 10268
  |   | [0.13s | 0.57MB] loaded patient 12751
  |   | [0.05s | 0.21MB] loaded patient 13461
  |   | [0.10s | 0.42MB] loaded patient 12626
  |   | [0.03s | 0.06MB] loaded patient 12929
  |   | [0.07s | 0.27MB] loaded patient 12868
  |   | [0.12s | 0.57MB] loaded patient 13462
  |   | [0.12s | 0.54MB] loaded patient 12819
  |   | [0.06s | 0.24MB] loaded patient 16553
  |   | [0.05s | 0.21MB] loaded patient 14321
  |   | [0.11s | 0.51MB] loaded patient 9126
  |   | [0.10s | 0.39MB] loaded patient 9036
  |   | [0.15s | 0.69MB] loaded patient 9323
  |   | [0.04s | 0.12MB] loaded patient 13018
  |   | [0.07s | 0.30MB] loaded patient 14190
  |   | [0.06s | 0.24MB] loaded patient 14153
  |   | [0.08s | 0.36MB] loaded patient 13591
  |   | [0.11s | 0.51MB] loaded patient 13916
  |   | [0.13s | 0.60MB] loaded patient 10302
  |   | [0.07s | 0.27MB] loaded patient 9081
  |   | [0.09s | 0.39MB] loaded patient 12905
  |   | [0.14s | 0.66MB] loaded patient 16551
  |   | [0.09s | 0.36MB] loaded patient 13400
  |   | [0.10s | 0.45MB] loaded patient 13616
  |   | [0.05s | 0.18MB] loaded patient 9228
  |   | [0.08s | 0.33MB] loaded patient 12826
  |   | [0.05s | 0.18MB] loaded patient 12896
  |   | [0.06s | 0.21MB] loaded patient 10261
  |   | [0.09s | 0.39MB] loaded patient 9266
  |   | [0.15s | 0.69MB] loaded patient 10272
  |   | [0.12s | 0.54MB] loaded patient 12906
  |   | [0.14s | 0.66MB] loaded patient 10273
  |   | [0.08s | 0.36MB] loaded patient 15903
  |   | [0.12s | 0.54MB] loaded patient 12749
  |   | [0.03s | 0.09MB] loaded patient 9174
  |   | [0.09s | 0.39MB] loaded patient 9345
  |   | [0.09s | 0.42MB] loaded patient 15516
  |   | [0.10s | 0.45MB] loaded patient 14157
  |   | [0.08s | 0.33MB] loaded patient 12900
  |   | [0.09s | 0.39MB] loaded patient 9255
  |   | [0.06s | 0.24MB] loaded patient 16014
  |   | [0.04s | 0.15MB] loaded patient 12875
  |   | [0.10s | 0.45MB] loaded patient 14156
  |   | [0.03s | 0.12MB] loaded patient 12748
  |   | [0.07s | 0.30MB] loaded patient 10276
  |   | [0.12s | 0.54MB] loaded patient 12894
  |   | [0.09s | 0.39MB] loaded patient 8864
  |   | [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
  |   | [0.11s | 0.48MB] loaded patient 15472
  |   | [0.03s | 0.12MB] loaded patient 15839
  |   | [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
  |   | [0.11s | 0.57MB] loaded patient 8956
  |   | [0.14s | 0.69MB] loaded patient 8975
  |   | [0.07s | 0.36MB] loaded patient 10278
  |   | [0.07s | 0.36MB] loaded patient 13459
  |   | [0.07s | 0.33MB] loaded patient 14305
  |   | [0.09s | 0.45MB] loaded patient 12867
  |   | [0.03s | 0.15MB] loaded patient 8959
  |   | [0.11s | 0.54MB] loaded patient 9382
  |   | [0.09s | 0.45MB] loaded patient 14191
  |   | [0.06s | 0.30MB] loaded patient 10295
  |   | [0.08s | 0.39MB] loaded patient 16896
  |   | [0.06s | 0.33MB] loaded patient 12823
  |   | [0.06s | 0.30MB] loaded patient 9256
  |   | [0.12s | 0.63MB] loaded patient 12954
  |   | [0.10s | 0.54MB] loaded patient 12895
  |   | [0.09s | 0.48MB] loaded patient 12890
  |   | [0.09s | 0.48MB] loaded patient 10259
  |   | [0.04s | 0.21MB] loaded patient 13689
  |   | [0.09s | 0.48MB] loaded patient 12750
  |   | [0.03s | 0.15MB] loaded patient 16533
  |   | [0.08s | 0.45MB] loaded patient 10301
  |   | [0.08s | 0.45MB] loaded patient 9346
  |   | [0.01s | 0.09MB] loaded patient 16552
  |   | [0.02s | 0.15MB] loaded patient 13666
  |   | [0.07s | 0.45MB] loaded patient 9322
  |   | [0.02s | 0.15MB] loaded patient 13404
  |   | [0.04s | 0.27MB] loaded patient 9073
  |   | [0.01s | 0.12MB] loaded patient 9321
  |   | [0.10s | 0.63MB] loaded patient 16085
  |   | [0.05s | 0.42MB] loaded patient 12911
  |   | [0.06s | 0.45MB] loaded patient 12821
  |   | [0.04s | 0.33MB] loaded patient 14189
  |   | [0.03s | 0.30MB] loaded patient 14079
  |   | [0.01s | 0.09MB] loaded patient 16895
  |   | [0.04s | 0.39MB] loaded patient 13022
  |   | [0.10s | 0.72MB] loaded patient 16550
  |   | [0.01s | 0.21MB] loaded patient 12891
  |   | [0.02s | 0.27MB] loaded patient 12947
  |   | [0.02s | 0.21MB] loaded patient 9258
  |   | [0.01s | 0.09MB] loaded patient 8916
  |   | [0.03s | 0.36MB] loaded patient 12907
  |   | [0.02s | 0.33MB] loaded patient 8863
  |   | [0.03s | 0.63MB] loaded patient 10282
  |   | Combining thread results...
  | [7.25s | 90.81MB] 3027 images (1.0%) sampled from 280 patients
  | [0.46s] Generated K Means model (n=4)
  | Loading Images...
  |   | [1.69s | 0.13MB] loaded patient 16534
  |   | [4.42s | 0.30MB] loaded patient 12241
  |   | [6.31s | 0.39MB] loaded patient 14078
  |   | [4.38s | 0.22MB] loaded patient 8957
  |   | [6.57s | 0.31MB] loaded patient 12876
  |   | [8.17s | 0.40MB] loaded patient 14212
  |   | [9.30s | 0.45MB] loaded patient 13023
  |   | [10.25s | 0.49MB] loaded patient 12811
  |   | [13.52s | 0.65MB] loaded patient 14081
  |   | [14.83s | 0.80MB] loaded patient 9347
  |   | [16.36s | 0.80MB] loaded patient 13458
  |   | [17.75s | 0.91MB] loaded patient 13687
  |   | [19.11s | 0.92MB] loaded patient 9124
  |   | [20.58s | 1.06MB] loaded patient 10258
  |   | [21.61s | 1.07MB] loaded patient 9344
  |   | [22.92s | 1.21MB] loaded patient 13692
  |   | [21.78s | 1.03MB] loaded patient 9022
  |   | [24.18s | 1.14MB] loaded patient 9083
  |   | [23.03s | 1.07MB] loaded patient 15471
  |   | [25.62s | 1.22MB] loaded patient 8951
  |   | [29.12s | 1.42MB] loaded patient 8865
  |   | [19.76s | 0.93MB] loaded patient 16532
  |   | [14.17s | 0.67MB] loaded patient 12883
  |   | [32.25s | 1.54MB] loaded patient 12884
  |   | [31.92s | 1.52MB] loaded patient 12822
  |   | [33.69s | 1.60MB] loaded patient 12909
  |   | [10.43s | 0.50MB] loaded patient 16531
  |   | [6.62s | 0.32MB] loaded patient 9044
  |   | [33.97s | 1.62MB] loaded patient 12901
  |   | [35.21s | 1.66MB] loaded patient 16568
  |   | [32.60s | 1.55MB] loaded patient 12869
  |   | [38.57s | 1.76MB] loaded patient 10304
  |   | [36.58s | 1.74MB] loaded patient 15513
  |   | [26.73s | 1.24MB] loaded patient 10286
  |   | [42.26s | 2.07MB] loaded patient 9041
  |   | [44.31s | 2.22MB] loaded patient 9037
  |   | [43.84s | 2.09MB] loaded patient 9176
  |   | [45.88s | 2.19MB] loaded patient 12242
  |   | [45.08s | 2.14MB] loaded patient 13106
  |   | [44.60s | 2.13MB] loaded patient 12955
  |   | [48.79s | 2.34MB] loaded patient 13691
  |   | [17.79s | 0.84MB] loaded patient 14213
  |   | [39.47s | 1.88MB] loaded patient 12930
  |   | [50.19s | 2.41MB] loaded patient 9257
  |   | [50.94s | 2.43MB] loaded patient 16166
  |   | [53.77s | 2.58MB] loaded patient 10260
  |   | [56.11s | 2.80MB] loaded patient 9259
  |   | [36.15s | 1.70MB] loaded patient 10254
  |   | [48.68s | 2.33MB] loaded patient 15515
  |   | [14.25s | 0.68MB] loaded patient 14209
  |   | [23.46s | 1.13MB] loaded patient 9383
  |   | [30.36s | 1.42MB] loaded patient 14188
  |   | [58.81s | 2.88MB] loaded patient 15473
  |   | [35.71s | 1.65MB] loaded patient 9291
  |   | [8.06s | 0.38MB] loaded patient 16167
  |   | [36.82s | 1.74MB] loaded patient 10293
  |   | [34.67s | 1.63MB] loaded patient 12870
  |   | [60.86s | 2.89MB] loaded patient 13613
  |   | [62.07s | 3.02MB] loaded patient 13019
  |   | [3.89s | 0.18MB] loaded patient 9262
  |   | [14.67s | 0.70MB] loaded patient 13617
  |   | [62.42s | 3.04MB] loaded patient 14154
  |   | [48.33s | 2.29MB] loaded patient 12810
  |   | [64.43s | 3.09MB] loaded patient 9225
  |   | [50.57s | 2.41MB] loaded patient 10264
  |   | [9.79s | 0.47MB] loaded patient 9035
  |   | [34.36s | 1.63MB] loaded patient 9227
  |   | [68.60s | 3.28MB] loaded patient 8867
  |   | [13.31s | 0.63MB] loaded patient 16569
  |   | [11.39s | 0.55MB] loaded patient 12881
  |   | [37.19s | 1.74MB] loaded patient 9023
  |   | [7.79s | 0.36MB] loaded patient 12871
  |   | [17.17s | 0.77MB] loaded patient 13020
  |   | [49.75s | 2.35MB] loaded patient 9254
  |   | [24.35s | 1.16MB] loaded patient 12898
  |   | [40.47s | 1.93MB] loaded patient 9261
  |   | [9.48s | 0.45MB] loaded patient 12892
  |   | [34.07s | 1.62MB] loaded patient 12949
  |   | [42.91s | 2.05MB] loaded patient 10306
  |   | [4.98s | 0.24MB] loaded patient 9175
  |   | [78.15s | 3.73MB] loaded patient 9320
  |   | [47.91s | 2.29MB] loaded patient 10269
  |   | [6.92s | 0.33MB] loaded patient 12948
  |   | [86.69s | 4.06MB] loaded patient 10290
  |   | [89.15s | 4.19MB] loaded patient 14211
  |   | [46.07s | 2.19MB] loaded patient 12752
  |   | [92.49s | 4.54MB] loaded patient 10308
  |   | [59.56s | 2.79MB] loaded patient 12878
  |   | [13.05s | 0.62MB] loaded patient 13403
  |   | [44.43s | 2.12MB] loaded patient 10275
  |   | [17.20s | 0.82MB] loaded patient 12879
  |   | [41.83s | 1.96MB] loaded patient 8914
  |   | [96.07s | 4.56MB] loaded patient 10288
  |   | [98.43s | 4.69MB] loaded patient 13693
  |   | [47.49s | 2.25MB] loaded patient 12820
  |   | [42.20s | 1.99MB] loaded patient 10307
  |   | [88.61s | 4.22MB] loaded patient 16165
  |   | [19.04s | 0.90MB] loaded patient 15633
  |   | [78.77s | 3.76MB] loaded patient 14155
  |   | [86.18s | 4.01MB] loaded patient 12934
  |   | [39.42s | 1.87MB] loaded patient 12817
  |   | [46.75s | 2.21MB] loaded patient 9177
  |   | [70.86s | 3.38MB] loaded patient 10279
  |   | [19.33s | 0.92MB] loaded patient 15632
  |   | [33.88s | 1.62MB] loaded patient 15634
  |   | [11.17s | 0.53MB] loaded patient 12877
  |   | [47.79s | 2.27MB] loaded patient 12951
  |   | [14.76s | 0.68MB] loaded patient 13688
  |   | [29.75s | 1.41MB] loaded patient 12824
  |   | [51.22s | 2.43MB] loaded patient 10291
  |   | [67.95s | 3.27MB] loaded patient 9029
  |   | [50.38s | 2.30MB] loaded patient 9250
  |   | [46.62s | 2.21MB] loaded patient 15840
  |   | [76.09s | 3.62MB] loaded patient 10262
  |   | [6.43s | 0.31MB] loaded patient 12933
  |   | [15.61s | 0.75MB] loaded patient 16555
  |   | [51.15s | 2.40MB] loaded patient 13021
  |   | [20.52s | 0.94MB] loaded patient 10256
  |   | [38.66s | 1.84MB] loaded patient 16570
  |   | [81.20s | 3.87MB] loaded patient 12880
  |   | [32.69s | 1.56MB] loaded patient 12872
  |   | [66.59s | 3.18MB] loaded patient 9123
  |   | [18.11s | 0.86MB] loaded patient 14306
  |   | [73.63s | 3.48MB] loaded patient 8974
  |   | [50.77s | 2.42MB] loaded patient 13694
  |   | [60.43s | 2.86MB] loaded patient 9173
  |   | [70.47s | 3.36MB] loaded patient 9265
  |   | [64.25s | 2.99MB] loaded patient 10300
  |   | [14.96s | 0.72MB] loaded patient 9260
  |   | [40.08s | 1.91MB] loaded patient 10277
  |   | [89.22s | 4.21MB] loaded patient 10299
  |   | [30.25s | 1.43MB] loaded patient 9135
  |   | [49.34s | 2.33MB] loaded patient 15902
  |   | [24.53s | 1.15MB] loaded patient 14210
  |   | [69.22s | 3.25MB] loaded patient 9077
  |   | [29.46s | 1.40MB] loaded patient 12893
  |   | [72.29s | 3.44MB] loaded patient 12910
  |   | [29.22s | 1.39MB] loaded patient 8980
  |   | [26.91s | 1.28MB] loaded patient 15514
  |   | [41.55s | 1.91MB] loaded patient 8913
  |   | [20.68s | 0.99MB] loaded patient 8955
  |   | [74.70s | 3.57MB] loaded patient 9078
  |   | [11.56s | 0.54MB] loaded patient 10255
  |   | [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'
  |   | [25.19s | 1.22MB] loaded patient 9125
  |   | [52.61s | 2.45MB] loaded patient 12935
  |   | [23.83s | 1.13MB] loaded patient 13401
  |   | [44.65s | 2.12MB] loaded patient 15510
  |   | [36.96s | 1.76MB] loaded patient 10274
  |   | [75.44s | 3.56MB] loaded patient 9075
  |   | [65.71s | 3.09MB] loaded patient 9290
  |   | [21.96s | 1.05MB] loaded patient 12886
  |   | [38.72s | 1.85MB] loaded patient 9076
  |   | [30.09s | 1.43MB] loaded patient 16554
  |   | [25.18s | 1.18MB] loaded patient 12931
  |   | [20.12s | 0.96MB] loaded patient 14082
  |   | [17.65s | 0.83MB] loaded patient 9319
  |   | [9.42s | 0.44MB] loaded patient 15512
  |   | [60.71s | 2.88MB] loaded patient 9178
  |   | [29.88s | 1.42MB] loaded patient 12932
  |   | [34.00s | 1.61MB] loaded patient 14304
  |   | [64.74s | 3.08MB] loaded patient 8918
  |   | [31.91s | 1.52MB] loaded patient 13025
  |   | [52.71s | 2.50MB] loaded patient 9381
  |   | [41.74s | 1.95MB] loaded patient 8917
  |   | [16.79s | 0.78MB] loaded patient 12882
  |   | [48.03s | 2.26MB] loaded patient 9325
  |   | [23.11s | 1.10MB] loaded patient 10253
  |   | [26.64s | 1.27MB] loaded patient 10257
  |   | [25.59s | 1.22MB] loaded patient 8950
  |   | [76.83s | 3.64MB] loaded patient 10305
  |   | [36.51s | 1.72MB] loaded patient 12897
  |   | [52.74s | 2.47MB] loaded patient 10285
  |   | [56.44s | 2.70MB] loaded patient 10303
  |   | [46.99s | 2.15MB] loaded patient 9181
  |   | [43.45s | 2.06MB] loaded patient 14192
  |   | [6.90s | 0.32MB] loaded patient 12929
  |   | [28.60s | 1.36MB] loaded patient 16553
  |   | [28.21s | 1.33MB] loaded patient 13461
  |   | [36.08s | 1.72MB] loaded patient 12868
  |   | [69.57s | 3.22MB] loaded patient 12818
  |   | [25.99s | 1.24MB] loaded patient 14321
  |   | [62.44s | 2.97MB] loaded patient 10292
  |   | [76.10s | 3.63MB] loaded patient 12751
  |   | [12.66s | 0.60MB] loaded patient 13018
  |   | [43.59s | 2.07MB] loaded patient 13591
  |   | [74.37s | 3.51MB] loaded patient 13462
  |   | [40.29s | 1.90MB] loaded patient 14190
  |   | [51.99s | 2.47MB] loaded patient 9036
  |   | [30.48s | 1.44MB] loaded patient 14153
  |   | [57.06s | 2.69MB] loaded patient 12626
  |   | [68.33s | 3.25MB] loaded patient 12819
  |   | [56.86s | 2.72MB] loaded patient 13616
  |   | [67.84s | 3.18MB] loaded patient 9126
  |   | [20.72s | 0.96MB] loaded patient 9228
  |   | [35.49s | 1.72MB] loaded patient 9081
  |   | [26.74s | 1.29MB] loaded patient 10261
  |   | [90.78s | 4.22MB] loaded patient 10268
  |   | [80.10s | 3.81MB] loaded patient 10302
  |   | [51.05s | 2.43MB] loaded patient 12905
  |   | [46.88s | 2.26MB] loaded patient 12826
  |   | [55.27s | 2.59MB] loaded patient 13400
  |   | [91.83s | 4.36MB] loaded patient 9323
  |   | [69.16s | 3.27MB] loaded patient 13916
  |   | [19.89s | 1.01MB] loaded patient 12896
  |   | [47.68s | 2.34MB] loaded patient 9266
  |   | [69.50s | 3.40MB] loaded patient 12906
  |   | [92.96s | 4.37MB] loaded patient 16551
  |   | [43.03s | 2.08MB] loaded patient 15903
  |   | [49.74s | 2.58MB] loaded patient 15516
  |   | [54.38s | 2.80MB] loaded patient 14156
  |   | [10.98s | 0.73MB] loaded patient 12748
  |   | [43.06s | 2.11MB] loaded patient 8864
  |   | [82.66s | 4.00MB] loaded patient 10273
  |   | [47.60s | 2.45MB] loaded patient 9255
  |   | [88.52s | 4.35MB] loaded patient 10272
  |   | [49.52s | 2.37MB] loaded patient 9345
  |   | [25.01s | 1.62MB] loaded patient 13024
  |   | [27.65s | 1.33MB] loaded patient 16014
  |   | [20.83s | 1.67MB] loaded patient 9043
  |   | [61.52s | 3.40MB] loaded patient 12894
  |   | [56.31s | 2.81MB] loaded patient 14157
  |   | [26.48s | 1.59MB] loaded patient 13402
  |   | [66.52s | 3.49MB] loaded patient 12749
  |   | [41.34s | 2.05MB] loaded patient 12900
  |   | [31.64s | 2.05MB] loaded patient 13459
  |   | [6.33s | 0.48MB] loaded patient 15839
  |   | [38.68s | 2.08MB] loaded patient 12908
  |   | [38.89s | 2.34MB] loaded patient 9226
  |   | [30.07s | 1.88MB] loaded patient 10276
  |   | [8.65s | 0.73MB] loaded patient 16533
  |   | [66.70s | 3.87MB] loaded patient 12954
  |   | [29.89s | 2.23MB] loaded patient 8984
  |   | [32.28s | 1.97MB] loaded patient 14305
  |   | [53.47s | 3.26MB] loaded patient 15472
  |   | [34.29s | 2.68MB] loaded patient 14191
  |   | [61.02s | 3.65MB] loaded patient 8956
  |   | [47.95s | 3.36MB] loaded patient 12895
  |   | [14.19s | 1.17MB] loaded patient 13689
  |   | [46.07s | 2.85MB] loaded patient 12867
  |   | [41.87s | 2.87MB] loaded patient 12750
  |   | [42.84s | 2.94MB] loaded patient 12890
  |   | [48.28s | 2.93MB] loaded patient 10259
  |   | [77.45s | 4.42MB] loaded patient 8975
  |   | [9.64s | 0.78MB] loaded patient 13666
  |   | [21.64s | 1.86MB] loaded patient 9256
  |   | [21.47s | 1.79MB] loaded patient 10295
  |   | [7.05s | 0.62MB] loaded patient 9321
  |   | [50.97s | 3.30MB] loaded patient 9382
  |   | [28.12s | 2.49MB] loaded patient 12911
  |   | [20.18s | 1.78MB] loaded patient 14079
  |   | [31.59s | 2.77MB] loaded patient 12821
  |   | [18.34s | 1.66MB] loaded patient 12947
  |   | [28.99s | 2.55MB] loaded patient 13022
  |   | [63.00s | 4.60MB] loaded patient 16550
  |   | Combining thread results...
  | [281.19s | 508.63MB] 254189 images (100.0%) sampled from 255 patients
  | Loading Images...
  |   | [3.63s | 0.30MB] loaded patient 16552
  |   | [3.90s | 0.34MB] loaded patient 8916
  |   | [3.62s | 0.30MB] loaded patient 16895
  |   | [5.55s | 0.44MB] loaded patient 9174
  |   | [7.04s | 0.56MB] loaded patient 12873
  |   | [8.08s | 0.71MB] loaded patient 8959
  |   | [9.73s | 0.74MB] loaded patient 12875
  |   | [11.38s | 0.99MB] loaded patient 13404
  |   | [13.64s | 1.20MB] loaded patient 9258
  |   | [13.78s | 1.22MB] loaded patient 12891
  |   | [14.91s | 1.34MB] loaded patient 13460
  |   | [15.00s | 1.32MB] loaded patient 9267
  |   | [19.07s | 1.67MB] loaded patient 9073
  |   | [23.01s | 2.01MB] loaded patient 14189
  |   | [23.85s | 2.09MB] loaded patient 9324
  |   | [23.49s | 2.10MB] loaded patient 12907
  |   | [22.68s | 1.98MB] loaded patient 12823
  |   | [23.87s | 1.95MB] loaded patient 8863
  |   | [25.17s | 2.26MB] loaded patient 16896
  |   | [26.19s | 2.31MB] loaded patient 10278
  |   | [30.98s | 2.72MB] loaded patient 9346
  |   | [31.55s | 2.83MB] loaded patient 10301
  |   | [33.36s | 2.92MB] loaded patient 9322
  |   | [41.19s | 3.73MB] loaded patient 16085
  |   | [44.68s | 4.05MB] loaded patient 10282
  |   | Combining thread results...
  | [47.20s | 42.09MB] 21033 images (100.0%) sampled from 25 patients
  | [26.68s | 0.00MB] RFF SVC Computed
  | Running test data:
  |   | Incorrect labels: 4570 (21.7%)
  |   | Correct labels: 16463 (78.3)%
  |   | False positive: 2095
  |   | False negative: 2475
  |   | True positive: 2891
  |   | True negative: 13572
  | [0.25s] 21033 tests run
  | Running test data:
  |   | Incorrect labels: 62259 (24.5%)
  |   | Correct labels: 191930 (75.5)%
  |   | False positive: 27620
  |   | False negative: 34639
  |   | True positive: 38763
  |   | True negative: 153167
  | [2.89s] 254189 tests run
[367.62s] Program finished.