(sk) nid00010(326)$ python rffsvm.py ptrain=1.0 ptest=1.0 fdim=500 n=4 kernel=L
Random Fourier Feature Support Vector Classifier
  | [0.04s | 0.00MB] 4->500 Random Fourier Feature created
  | Loading Images...
  |   | [0.02s | 0.06MB] loaded patient 16534
  |   | [0.02s | 0.09MB] loaded patient 12241
  |   | [0.02s | 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 | 0.15MB] loaded patient 9347
  |   | [0.04s | 0.12MB] loaded patient 12811
  |   | [0.04s | 0.15MB] loaded patient 9124
  |   | [0.04s | 0.12MB] loaded patient 13023
  |   | [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 9022
  |   | [0.05s | 0.18MB] loaded patient 9083
  |   | [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
  |   | [0.06s | 0.27MB] loaded patient 16568
  |   | [0.07s | 0.27MB] loaded patient 12901
  |   | [0.07s | 0.30MB] loaded patient 10304
  |   | [0.07s | 0.36MB] loaded patient 9037
  |   | [0.07s | 0.33MB] loaded patient 9041
  |   | [0.04s | 0.12MB] loaded patient 12883
  |   | [0.07s | 0.30MB] loaded patient 15513
  |   | [0.08s | 0.36MB] loaded patient 9176
  |   | [0.05s | 0.18MB] loaded patient 16532
  |   | [0.03s | 0.09MB] loaded patient 16531
  |   | [0.08s | 0.36MB] loaded patient 12242
  |   | [0.08s | 0.36MB] loaded patient 13106
  |   | [0.06s | 0.27MB] loaded patient 12869
  |   | [0.09s | 0.39MB] loaded patient 13691
  |   | [0.09s | 0.45MB] loaded patient 9259
  |   | [0.09s | 0.45MB] loaded patient 15473
  |   | [0.05s | 0.21MB] loaded patient 10286
  |   | [0.09s | 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
  |   | [0.08s | 0.36MB] loaded patient 12955
  |   | [0.10s | 0.48MB] loaded patient 9225
  |   | [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
  |   | [0.04s | 0.15MB] loaded patient 14209
  |   | [0.07s | 0.27MB] loaded patient 12870
  |   | [0.10s | 0.42MB] loaded patient 16166
  |   | [0.02s | 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 | 0.12MB] loaded patient 13617
  |   | [0.07s | 0.30MB] loaded patient 10293
  |   | [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 | 0.66MB] loaded patient 14211
  |   | [0.14s | 0.69MB] loaded patient 10308
  |   | [0.14s | 0.63MB] loaded patient 10290
  |   | [0.08s | 0.36MB] loaded patient 9254
  |   | [0.02s | 0.06MB] loaded patient 9262
  |   | [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 | 0.60MB] 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
  |   | [0.08s | 0.30MB] loaded patient 8914
  |   | [0.07s | 0.27MB] loaded patient 9227
  |   | [0.13s | 0.63MB] loaded patient 12934
  |   | [0.07s | 0.30MB] loaded patient 12817
  |   | [0.14s | 0.66MB] loaded patient 16165
  |   | [0.02s | 0.06MB] loaded patient 12948
  |   | [0.03s | 0.09MB] loaded patient 9175
  |   | [0.12s | 0.54MB] loaded patient 10279
  |   | [0.13s | 0.60MB] loaded patient 14155
  |   | [0.11s | 0.51MB] loaded patient 9029
  |   | [0.03s | 0.09MB] loaded patient 12892
  |   | [0.04s | 0.15MB] loaded patient 12879
  |   | [0.08s | 0.33MB] loaded patient 10307
  |   | [0.08s | 0.36MB] loaded patient 12820
  |   | [0.08s | 0.33MB] loaded patient 10275
  |   | [0.08s | 0.36MB] loaded patient 9177
  |   | [0.13s | 0.60MB] loaded patient 12880
  |   | [0.04s | 0.15MB] loaded patient 13403
  |   | [0.09s | 0.39MB] loaded patient 10291
  |   | [0.04s | 0.15MB] loaded patient 16555
  |   | [0.09s | 0.39MB] loaded patient 13694
  |   | [0.06s | 0.27MB] loaded patient 15634
  |   | [0.12s | 0.54MB] loaded patient 8974
  |   | [0.09s | 0.39MB] loaded patient 12951
  |   | [0.07s | 0.30MB] loaded patient 8913
  |   | [0.12s | 0.54MB] loaded patient 12910
  |   | [0.11s | 0.51MB] loaded patient 9123
  |   | [0.08s | 0.36MB] loaded patient 15840
  |   | [0.10s | 0.48MB] loaded patient 9173
  |   | [0.12s | 0.57MB] loaded patient 10262
  |   | [0.09s | 0.39MB] loaded patient 13021
  |   | [0.05s | 0.18MB] loaded patient 15633
  |   | [0.04s | 0.15MB] loaded patient 13688
  |   | [0.12s | 0.57MB] loaded patient 9078
  |   | [0.06s | 0.27MB] loaded patient 9135
  |   | [0.14s | 0.66MB] loaded patient 10299
  |   | [0.10s | 0.48MB] loaded patient 10300
  |   | [0.03s | 0.09MB] loaded patient 12877
  |   | [0.05s | 0.18MB] loaded patient 10256
  |   | [0.06s | 0.24MB] loaded patient 12824
  |   | [0.04s | 0.15MB] loaded patient 14306
  |   | [0.09s | 0.39MB] loaded patient 9250
  |   | [0.11s | 0.54MB] loaded patient 9265
  |   | [0.04s | 0.15MB] loaded patient 15632
  |   | [0.07s | 0.30MB] loaded patient 16570
  |   | [0.11s | 0.51MB] loaded patient 9077
  |   | [0.07s | 0.30MB] loaded patient 10277
  |   | [0.03s | 0.09MB] loaded patient 12933
  |   | [0.05s | 0.21MB] loaded patient 15514
  |   | [0.04s | 0.15MB] loaded patient 9260
  |   | [0.06s | 0.24MB] loaded patient 8980
  |   | [0.06s | 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
  |   | [0.10s | 0.48MB] loaded patient 9290
  |   | [0.05s | 0.18MB] loaded patient 8955
  |   | [0.09s | 0.42MB] loaded patient 12935
  |   | [0.07s | 0.30MB] loaded patient 10274
  |   | [0.05s | 0.21MB] loaded patient 9125
  |   | [0.05s | 0.21MB] loaded patient 13401
  |   | [0.13s | 0.60MB] loaded patient 10305
  |   | [0.12s | 0.57MB] loaded patient 9075
  |   | [0.10s | 0.45MB] loaded patient 9178
  |   | [0.05s | 0.18MB] loaded patient 12886
  |   | [0.04s | 0.15MB] loaded patient 14082
  |   | [0.05s | 0.18MB] loaded patient 12931
  |   | [0.07s | 0.30MB] loaded patient 9076
  |   | [0.09s | 0.42MB] loaded patient 9381
  |   | [0.06s | 0.24MB] loaded patient 13025
  |   | [0.06s | 0.24MB] loaded patient 16554
  |   | [0.08s | 0.36MB] loaded patient 15510
  |   | [0.08s | 0.36MB] loaded patient 9325
  |   | [0.04s | 0.15MB] loaded patient 9319
  |   | [0.07s | 0.30MB] loaded patient 14304
  |   | [0.06s | 0.24MB] loaded patient 12932
  |   | [0.06s | 0.27MB] loaded patient 12897
  |   | [0.04s | 0.15MB] loaded patient 12882
  |   | [0.05s | 0.18MB] loaded patient 10253
  |   | [0.09s | 0.42MB] loaded patient 10285
  |   | [0.09s | 0.42MB] loaded patient 10303
  |   | [0.04s | 0.09MB] loaded patient 12748
  |   | [0.07s | 0.30MB] loaded patient 8917
  |   | [0.05s | 0.21MB] loaded patient 8950
  |   | [0.06s | 0.24MB] loaded patient 10257
  |   | [0.10s | 0.45MB] loaded patient 10292
  |   | [0.08s | 0.36MB] loaded patient 9181
  |   | [0.11s | 0.51MB] loaded patient 12818
  |   | [0.14s | 0.66MB] loaded patient 10268
  |   | [0.08s | 0.33MB] loaded patient 14192
  |   | [0.12s | 0.57MB] loaded patient 12751
  |   | [0.09s | 0.42MB] loaded patient 12626
  |   | [0.06s | 0.21MB] loaded patient 13461
  |   | [0.12s | 0.57MB] loaded patient 13462
  |   | [0.04s | 0.12MB] loaded patient 15839
  |   | [0.02s | 0.06MB] loaded patient 12929
  |   | [0.12s | 0.54MB] loaded patient 12819
  |   | [0.05s | 0.21MB] loaded patient 14321
  |   | [0.11s | 0.51MB] loaded patient 9126
  |   | [0.09s | 0.42MB] loaded patient 9036
  |   | [0.03s | 0.12MB] loaded patient 13018
  |   | [0.08s | 0.36MB] loaded patient 13459
  |   | [0.15s | 0.69MB] loaded patient 9323
  |   | [0.13s | 0.60MB] loaded patient 10302
  |   | [0.11s | 0.51MB] loaded patient 13916
  |   | [0.06s | 0.27MB] loaded patient 14153
  |   | [0.06s | 0.27MB] loaded patient 9043
  |   | [0.14s | 0.66MB] loaded patient 16551
  |   | [0.09s | 0.39MB] loaded patient 12905
  |   | [0.10s | 0.39MB] loaded patient 13400
  |   | [0.10s | 0.45MB] loaded patient 13616
  |   | [0.09s | 0.39MB] loaded patient 9266
  |   | [0.12s | 0.54MB] loaded patient 12906
  |   | [0.05s | 0.18MB] loaded patient 12896
  |   | [0.05s | 0.21MB] loaded patient 10261
  |   | [0.06s | 0.24MB] loaded patient 16553
  |   | [0.15s | 0.69MB] loaded patient 10272
  |   | [0.10s | 0.45MB] loaded patient 12867
  |   | [0.14s | 0.66MB] loaded patient 10273
  |   | [0.04s | 0.15MB] loaded patient 13666
  |   | [0.04s | 0.12MB] loaded patient 9321
  |   | [0.03s | 0.09MB] loaded patient 16552
  |   | [0.07s | 0.30MB] loaded patient 14079
  |   | [0.08s | 0.36MB] loaded patient 15903
  |   | [0.03s | 0.09MB] loaded patient 8916
  |   | [0.12s | 0.54MB] loaded patient 12749
  |   | [0.11s | 0.48MB] loaded patient 10259
  |   | [0.04s | 0.15MB] loaded patient 16533
  |   | [0.05s | 0.21MB] loaded patient 13689
  |   | [0.10s | 0.45MB] loaded patient 12821
  |   | [0.08s | 0.33MB] loaded patient 14305
  |   | [0.09s | 0.42MB] loaded patient 15516
  |   | [0.03s | 0.12MB] loaded patient 12873
  |   | [0.04s | 0.15MB] loaded patient 8959
  |   | [0.08s | 0.33MB] loaded patient 12900
  |   | [0.03s | 0.09MB] loaded patient 16895
  |   | [0.09s | 0.42MB] loaded patient 12911
  |   | [0.10s | 0.45MB] loaded patient 14156
  |   | [0.06s | 0.27MB] loaded patient 12947
  |   | [0.12s | 0.54MB] loaded patient 12894
  |   | [0.03s | 0.09MB] loaded patient 15512
  |   | [0.07s | 0.30MB] loaded patient 10276
  |   | [0.09s | 0.33MB] loaded patient 8864
  |   | [0.08s | 0.36MB] loaded patient 8984
  |   | [0.05s | 0.21MB] loaded patient 9258
  |   | [0.13s | 0.57MB] loaded patient 12954
  |   | [0.06s | 0.27MB] loaded patient 9073
  |   | [0.06s | 0.27MB] loaded patient 12868
  |   | [0.04s | 0.18MB] loaded patient 13404
  |   | [0.05s | 0.21MB] loaded patient 12891
  |   | [0.08s | 0.39MB] loaded patient 9255
  |   | [0.04s | 0.18MB] loaded patient 9228
  |   | [0.09s | 0.39MB] loaded patient 13022
  |   | [0.14s | 0.72MB] loaded patient 16550
  |   | [0.07s | 0.33MB] loaded patient 8863
  |   | [0.05s | 0.24MB] loaded patient 16014
  |   | [0.11s | 0.57MB] loaded patient 8956
  |   | [0.07s | 0.36MB] loaded patient 12907
  |   | [0.14s | 0.69MB] loaded patient 8975
  |   | [0.07s | 0.33MB] loaded patient 14189
  |   | [0.11s | 0.51MB] loaded patient 9382
  |   | [0.09s | 0.45MB] loaded patient 14191
  |   | [0.07s | 0.36MB] loaded patient 13591
  |   | [0.06s | 0.30MB] loaded patient 10295
  |   | [0.02s | 0.09MB] loaded patient 9174
  |   | [0.05s | 0.27MB] loaded patient 13024
  |   | [0.05s | 0.30MB] loaded patient 9256
  |   | [0.10s | 0.54MB] loaded patient 12895
  |   | [0.05s | 0.27MB] loaded patient 9081
  |   | [0.05s | 0.27MB] loaded patient 13402
  |   | [0.08s | 0.45MB] loaded patient 14157
  |   | [0.04s | 0.24MB] loaded patient 13460
  |   | [0.06s | 0.36MB] loaded patient 10278
  |   | [0.05s | 0.33MB] loaded patient 12908
  |   | [0.02s | 0.15MB] loaded patient 12875
  |   | [0.04s | 0.33MB] loaded patient 12823
  |   | [0.05s | 0.39MB] loaded patient 9345
  |   | [0.04s | 0.30MB] loaded patient 14190
  |   | [0.04s | 0.36MB] loaded patient 9324
  |   | [0.05s | 0.45MB] loaded patient 9346
  |   | [0.06s | 0.48MB] loaded patient 12890
  |   | [0.08s | 0.63MB] loaded patient 10282
  |   | [0.05s | 0.48MB] loaded patient 12750
  |   | [0.07s | 0.63MB] loaded patient 16085
  |   | [0.03s | 0.36MB] loaded patient 12826
  |   | [0.03s | 0.42MB] loaded patient 9226
  |   | [0.05s | 0.48MB] loaded patient 15472
  |   | [0.03s | 0.39MB] loaded patient 16896
  |   | [0.04s | 0.45MB] loaded patient 9322
  |   | [0.03s | 0.45MB] loaded patient 10301
  |   | [0.01s | 0.24MB] loaded patient 9267
  |   | Combining thread results...
  | [7.22s | 91.02MB] 3034 images (1.0%) sampled from 279 patients
  | [0.39s] Generated K Means model (n=4)
  | Loading Images...
  |   | [1.49s | 0.25MB] loaded patient 16534
  |   | [2.68s | 0.44MB] loaded patient 8957
  |   | [3.66s | 0.61MB] loaded patient 12241
  |   | [3.68s | 0.62MB] loaded patient 12876
  |   | [4.79s | 0.81MB] loaded patient 14212
  |   | [4.86s | 0.78MB] loaded patient 14078
  |   | [5.40s | 0.90MB] loaded patient 13023
  |   | [5.85s | 0.97MB] loaded patient 12811
  |   | [8.09s | 1.30MB] loaded patient 14081
  |   | [9.36s | 1.60MB] loaded patient 13458
  |   | [9.60s | 1.59MB] loaded patient 9347
  |   | [10.68s | 1.85MB] loaded patient 9124
  |   | [10.96s | 1.82MB] loaded patient 13687
  |   | [12.44s | 2.07MB] loaded patient 9022
  |   | [12.64s | 2.12MB] loaded patient 10258
  |   | [12.82s | 2.14MB] loaded patient 15471
  |   | [13.02s | 2.14MB] loaded patient 9344
  |   | [13.76s | 2.28MB] loaded patient 9083
  |   | [14.44s | 2.43MB] loaded patient 13692
  |   | [14.72s | 2.45MB] loaded patient 8951
  |   | [11.24s | 1.87MB] loaded patient 16532
  |   | [17.04s | 2.85MB] loaded patient 8865
  |   | [18.20s | 3.08MB] loaded patient 12884
  |   | [18.35s | 3.04MB] loaded patient 12822
  |   | [7.96s | 1.35MB] loaded patient 12883
  |   | [6.08s | 1.00MB] loaded patient 16531
  |   | [19.13s | 3.19MB] loaded patient 12909
  |   | [19.41s | 3.23MB] loaded patient 12901
  |   | [19.57s | 3.31MB] loaded patient 16568
  |   | [3.77s | 0.63MB] loaded patient 9044
  |   | [20.73s | 3.48MB] loaded patient 15513
  |   | [20.83s | 3.52MB] loaded patient 10304
  |   | [14.79s | 2.48MB] loaded patient 10286
  |   | [18.76s | 3.10MB] loaded patient 12869
  |   | [24.61s | 4.14MB] loaded patient 9041
  |   | [24.85s | 4.18MB] loaded patient 9176
  |   | [26.04s | 4.27MB] loaded patient 13106
  |   | [26.36s | 4.44MB] loaded patient 9037
  |   | [26.61s | 4.37MB] loaded patient 12242
  |   | [27.67s | 4.67MB] loaded patient 13691
  |   | [28.27s | 4.81MB] loaded patient 9257
  |   | [22.48s | 3.77MB] loaded patient 12930
  |   | [10.01s | 1.68MB] loaded patient 14213
  |   | [25.45s | 4.25MB] loaded patient 12955
  |   | [30.81s | 5.16MB] loaded patient 10260
  |   | [29.62s | 4.87MB] loaded patient 16166
  |   | [16.76s | 2.84MB] loaded patient 14188
  |   | [28.07s | 4.65MB] loaded patient 15515
  |   | [13.03s | 2.26MB] loaded patient 9383
  |   | [4.64s | 0.77MB] loaded patient 16167
  |   | [20.26s | 3.39MB] loaded patient 10254
  |   | [20.70s | 3.48MB] loaded patient 10293
  |   | [33.27s | 5.60MB] loaded patient 9259
  |   | [19.59s | 3.26MB] loaded patient 12870
  |   | [19.74s | 3.30MB] loaded patient 9291
  |   | [34.36s | 5.77MB] loaded patient 13613
  |   | [2.21s | 0.37MB] loaded patient 9262
  |   | [8.24s | 1.37MB] loaded patient 14209
  |   | [34.68s | 5.75MB] loaded patient 15473
  |   | [8.50s | 1.40MB] loaded patient 13617
  |   | [35.86s | 6.04MB] loaded patient 13019
  |   | [36.35s | 6.08MB] loaded patient 14154
  |   | [27.09s | 4.57MB] loaded patient 12810
  |   | [36.85s | 6.17MB] loaded patient 9225
  |   | [5.73s | 0.94MB] loaded patient 9035
  |   | [28.59s | 4.81MB] loaded patient 10264
  |   | [39.36s | 6.56MB] loaded patient 8867
  |   | [19.74s | 3.25MB] loaded patient 9227
  |   | [7.62s | 1.26MB] loaded patient 16569
  |   | [6.39s | 1.09MB] loaded patient 12881
  |   | [4.40s | 0.73MB] loaded patient 12871
  |   | [23.45s | 3.86MB] loaded patient 9261
  |   | [9.42s | 1.54MB] loaded patient 13020
  |   | [13.90s | 2.32MB] loaded patient 12898
  |   | [21.36s | 3.49MB] loaded patient 9023
  |   | [28.31s | 4.69MB] loaded patient 9254
  |   | [24.73s | 4.10MB] loaded patient 10306
  |   | [5.28s | 0.90MB] loaded patient 12892
  |   | [27.73s | 4.57MB] loaded patient 10269
  |   | [44.71s | 7.45MB] loaded patient 9320
  |   | [19.31s | 3.23MB] loaded patient 12949
  |   | [2.78s | 0.47MB] loaded patient 9175
  |   | [48.46s | 8.13MB] loaded patient 10290
  |   | [3.85s | 0.66MB] loaded patient 12948
  |   | [50.10s | 8.39MB] loaded patient 14211
  |   | [26.28s | 4.38MB] loaded patient 12752
  |   | [33.25s | 5.58MB] loaded patient 12878
  |   | [7.50s | 1.25MB] loaded patient 13403
  |   | [25.13s | 4.23MB] loaded patient 10275
  |   | [53.92s | 9.07MB] loaded patient 10308
  |   | [9.79s | 1.63MB] loaded patient 12879
  |   | [49.95s | 8.43MB] loaded patient 16165
  |   | [55.92s | 9.11MB] loaded patient 10288
  |   | [23.44s | 3.91MB] loaded patient 8914
  |   | [23.68s | 3.98MB] loaded patient 10307
  |   | [57.14s | 9.38MB] loaded patient 13693
  |   | [26.87s | 4.49MB] loaded patient 12820
  |   | [45.00s | 7.51MB] loaded patient 14155
  |   | [10.54s | 1.80MB] loaded patient 15633
  |   | [40.31s | 6.77MB] loaded patient 10279
  |   | [26.22s | 4.41MB] loaded patient 9177
  |   | [21.81s | 3.74MB] loaded patient 12817
  |   | [48.74s | 8.02MB] loaded patient 12934
  |   | [10.74s | 1.83MB] loaded patient 15632
  |   | [6.01s | 1.05MB] loaded patient 12877
  |   | [8.54s | 1.37MB] loaded patient 13688
  |   | [29.35s | 4.85MB] loaded patient 10291
  |   | [26.98s | 4.54MB] loaded patient 12951
  |   | [16.95s | 2.83MB] loaded patient 12824
  |   | [27.40s | 4.60MB] loaded patient 9250
  |   | [19.46s | 3.24MB] loaded patient 15634
  |   | [39.39s | 6.53MB] loaded patient 9029
  |   | [10.83s | 1.87MB] loaded patient 10256
  |   | [26.61s | 4.43MB] loaded patient 15840
  |   | [3.89s | 0.61MB] loaded patient 12933
  |   | [46.06s | 7.74MB] loaded patient 12880
  |   | [29.21s | 4.79MB] loaded patient 13021
  |   | [8.74s | 1.49MB] loaded patient 16555
  |   | [37.98s | 6.35MB] loaded patient 9123
  |   | [43.73s | 7.23MB] loaded patient 10262
  |   | [18.59s | 3.12MB] loaded patient 12872
  |   | [21.84s | 3.67MB] loaded patient 16570
  |   | [10.43s | 1.72MB] loaded patient 14306
  |   | [41.82s | 6.97MB] loaded patient 8974
  |   | [29.09s | 4.84MB] loaded patient 13694
  |   | [34.37s | 5.72MB] loaded patient 9173
  |   | [39.73s | 6.71MB] loaded patient 9265
  |   | [50.60s | 8.41MB] loaded patient 10299
  |   | [36.29s | 5.97MB] loaded patient 10300
  |   | [8.66s | 1.45MB] loaded patient 9260
  |   | [23.04s | 3.82MB] loaded patient 10277
  |   | [27.81s | 4.65MB] loaded patient 15902
  |   | [17.23s | 2.86MB] loaded patient 9135
  |   | [13.63s | 2.29MB] loaded patient 14210
  |   | [38.96s | 6.49MB] loaded patient 9077
  |   | [15.32s | 2.55MB] loaded patient 15514
  |   | [16.40s | 2.79MB] loaded patient 12893
  |   | [16.36s | 2.78MB] loaded patient 8980
  |   | [41.21s | 6.87MB] loaded patient 12910
  |   | [6.60s | 1.09MB] loaded patient 10255
  |   | [22.97s | 3.82MB] loaded patient 8913
  |   | [29.54s | 4.91MB] loaded patient 12935
  |   | [42.65s | 7.15MB] loaded patient 9078
  |   | [20.28s | 3.51MB] loaded patient 10274
  |   | [12.23s | 1.98MB] loaded patient 8955
  |   | [25.77s | 4.25MB] loaded patient 15510
  |   | [13.80s | 2.27MB] loaded patient 13401
  |   | [14.79s | 2.43MB] loaded patient 9125
  |   | [42.64s | 7.13MB] loaded patient 9075
  |   | [16.89s | 2.87MB] loaded patient 16554
  |   | [37.04s | 6.17MB] loaded patient 9290
  |   | [12.61s | 2.09MB] loaded patient 12886
  |   | [22.36s | 3.69MB] loaded patient 9076
  |   | [13.80s | 2.36MB] loaded patient 12931
  |   | [11.48s | 1.91MB] loaded patient 14082
  |   | [36.69s | 6.17MB] loaded patient 8918
  |   | [34.24s | 5.77MB] loaded patient 9178
  |   | [16.60s | 2.85MB] loaded patient 12932
  |   | [9.98s | 1.66MB] loaded patient 9319
  |   | [19.18s | 3.21MB] loaded patient 14304
  |   | [18.47s | 3.04MB] loaded patient 13025
  |   | [30.13s | 5.00MB] loaded patient 9381
  |   | [9.41s | 1.57MB] loaded patient 12882
  |   | [27.32s | 4.51MB] loaded patient 9325
  |   | [24.03s | 3.90MB] loaded patient 8917
  |   | [8.66s | 1.45MB] loaded patient 12748
  |   | [15.08s | 2.54MB] loaded patient 10257
  |   | [14.62s | 2.44MB] loaded patient 8950
  |   | [13.21s | 2.20MB] loaded patient 10253
  |   | [43.56s | 7.27MB] loaded patient 10305
  |   | [5.72s | 0.96MB] loaded patient 15839
  |   | [20.53s | 3.45MB] loaded patient 12897
  |   | [29.14s | 4.93MB] loaded patient 10285
  |   | [26.21s | 4.30MB] loaded patient 9181
  |   | [32.41s | 5.39MB] loaded patient 10303
  |   | [38.40s | 6.44MB] loaded patient 12818
  |   | [24.93s | 4.13MB] loaded patient 14192
  |   | [16.10s | 2.66MB] loaded patient 13461
  |   | [3.89s | 0.64MB] loaded patient 12929
  |   | [15.01s | 2.48MB] loaded patient 14321
  |   | [7.18s | 1.20MB] loaded patient 13018
  |   | [35.68s | 5.94MB] loaded patient 10292
  |   | [43.93s | 7.27MB] loaded patient 12751
  |   | [24.47s | 4.11MB] loaded patient 13459
  |   | [41.92s | 7.02MB] loaded patient 13462
  |   | [29.66s | 4.94MB] loaded patient 9036
  |   | [38.83s | 6.49MB] loaded patient 12819
  |   | [19.84s | 3.33MB] loaded patient 9043
  |   | [32.18s | 5.37MB] loaded patient 12626
  |   | [38.38s | 6.37MB] loaded patient 9126
  |   | [32.37s | 5.43MB] loaded patient 13616
  |   | [15.65s | 2.72MB] loaded patient 16553
  |   | [17.69s | 2.88MB] loaded patient 14153
  |   | [45.82s | 7.61MB] loaded patient 10302
  |   | [50.75s | 8.44MB] loaded patient 10268
  |   | [29.68s | 4.86MB] loaded patient 12905
  |   | [15.46s | 2.58MB] loaded patient 10261
  |   | [52.34s | 8.72MB] loaded patient 9323
  |   | [39.28s | 6.53MB] loaded patient 13916
  |   | [9.47s | 1.56MB] loaded patient 13666
  |   | [7.77s | 1.25MB] loaded patient 9321
  |   | [31.54s | 5.18MB] loaded patient 13400
  |   | [12.15s | 2.03MB] loaded patient 12896
  |   | [9.90s | 2.34MB] loaded patient 13689
  |   | [32.14s | 5.71MB] loaded patient 12867
  |   | [25.84s | 5.17MB] loaded patient 15516
  |   | [7.76s | 1.47MB] loaded patient 16533
  |   | [51.92s | 8.73MB] loaded patient 16551
  |   | [24.59s | 4.16MB] loaded patient 15903
  |   | [28.33s | 4.67MB] loaded patient 9266
  |   | [39.73s | 6.80MB] loaded patient 12906
  |   | [2.83s | 0.89MB] loaded patient 15512
  |   | [21.05s | 3.56MB] loaded patient 14079
  |   | [48.02s | 8.70MB] loaded patient 10272
  |   | [13.30s | 3.32MB] loaded patient 12947
  |   | [24.75s | 4.23MB] loaded patient 8864
  |   | [20.08s | 4.09MB] loaded patient 12900
  |   | [47.79s | 7.99MB] loaded patient 10273
  |   | [22.21s | 3.95MB] loaded patient 14305
  |   | [31.27s | 5.54MB] loaded patient 12821
  |   | [34.49s | 5.86MB] loaded patient 10259
  |   | [28.00s | 4.97MB] loaded patient 12911
  |   | [32.04s | 5.59MB] loaded patient 14156
  |   | [24.99s | 4.90MB] loaded patient 9255
  |   | [16.18s | 3.45MB] loaded patient 12868
  |   | [38.32s | 6.98MB] loaded patient 12749
  |   | [37.95s | 6.80MB] loaded patient 12894
  |   | [41.25s | 7.74MB] loaded patient 12954
  |   | [11.62s | 2.66MB] loaded patient 16014
  |   | [16.10s | 3.76MB] loaded patient 10276
  |   | [7.24s | 1.92MB] loaded patient 9228
  |   | [39.70s | 8.83MB] loaded patient 8975
  |   | [31.17s | 7.30MB] loaded patient 8956
  |   | [24.02s | 5.11MB] loaded patient 13022
  |   | [13.48s | 3.24MB] loaded patient 13024
  |   | [12.48s | 3.17MB] loaded patient 13402
  |   | [18.87s | 4.47MB] loaded patient 8984
  |   | [25.68s | 6.72MB] loaded patient 12895
  |   | [21.99s | 5.62MB] loaded patient 14157
  |   | [47.21s | 9.21MB] loaded patient 16550
  |   | [16.95s | 4.13MB] loaded patient 13591
  |   | [12.73s | 3.58MB] loaded patient 10295
  |   | [23.29s | 5.36MB] loaded patient 14191
  |   | [11.73s | 3.43MB] loaded patient 9081
  |   | [13.31s | 4.16MB] loaded patient 12908
  |   | [13.45s | 3.72MB] loaded patient 9256
  |   | [28.23s | 6.61MB] loaded patient 9382
  |   | [15.37s | 4.73MB] loaded patient 9345
  |   | [21.26s | 5.89MB] loaded patient 12890
  |   | [12.31s | 3.80MB] loaded patient 14190
  |   | [18.89s | 5.74MB] loaded patient 12750
  |   | [14.80s | 4.68MB] loaded patient 9226
  |   | [21.28s | 6.52MB] loaded patient 15472
  |   | [14.26s | 4.52MB] loaded patient 12826
  |   | Combining thread results...
  | [212.61s | 1017.01MB] 254189 images (100.0%) sampled from 254 patients
  | Loading Images...
  |   | [1.99s | 0.60MB] loaded patient 16895
  |   | [2.56s | 0.68MB] loaded patient 8916
  |   | [2.58s | 0.61MB] loaded patient 16552
  |   | [3.08s | 0.87MB] loaded patient 9174
  |   | [4.62s | 1.12MB] loaded patient 12873
  |   | [4.92s | 1.42MB] loaded patient 8959
  |   | [5.31s | 1.47MB] loaded patient 12875
  |   | [6.57s | 1.99MB] loaded patient 13404
  |   | [8.56s | 2.45MB] loaded patient 12891
  |   | [8.66s | 2.63MB] loaded patient 9267
  |   | [9.21s | 2.39MB] loaded patient 9258
  |   | [9.39s | 2.68MB] loaded patient 13460
  |   | [11.45s | 3.34MB] loaded patient 9073
  |   | [12.62s | 3.90MB] loaded patient 8863
  |   | [13.43s | 4.01MB] loaded patient 14189
  |   | [14.17s | 4.20MB] loaded patient 12907
  |   | [14.44s | 4.17MB] loaded patient 9324
  |   | [14.71s | 3.95MB] loaded patient 12823
  |   | [15.57s | 4.51MB] loaded patient 16896
  |   | [15.63s | 4.63MB] loaded patient 10278
  |   | [18.69s | 5.45MB] loaded patient 9346
  |   | [18.74s | 5.67MB] loaded patient 10301
  |   | [19.12s | 5.84MB] loaded patient 9322
  |   | [24.96s | 7.47MB] loaded patient 16085
  |   | [26.37s | 8.11MB] loaded patient 10282
  |   | Combining thread results...
  | [27.62s | 84.15MB] 21033 images (100.0%) sampled from 25 patients
  | [26.53s | 0.00MB] RFF SVC Computed
  | Running test data:
  |   | Incorrect labels: 4423 (21.0%)
  |   | Correct labels: 16610 (79.0)%
  |   | False positive: 1648
  |   | False negative: 2775
  |   | True positive: 2591
  |   | True negative: 14019
  | [0.20s] 21033 tests run
  | Running test data:
  |   | Incorrect labels: 61773 (24.3%)
  |   | Correct labels: 192416 (75.7)%
  |   | False positive: 22565
  |   | False negative: 39208
  |   | True positive: 34194
  |   | True negative: 158222
  | [2.33s] 254189 tests run
[276.97s] Program finished.
(sk) nid00010(327)$