trace for rffsvm ptrain=1.0 ptest=1.0 fdim=500 n=8 kernel=L; 24.0% error

gistfile1.txt

(sk) nid00010(332)$ python rffsvm.py ptrain=1.0 ptest=1.0 fdim=500 n=8 kernel=L
Random Fourier Feature Support Vector Classifier
  | [0.07s | 0.00MB] 8->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
  |   | [0.02s | 0.06MB] loaded patient 8957
  |   | [0.03s | 0.06MB] loaded patient 14212
  |   | [0.03s | 0.09MB] loaded patient 12876
  |   | [0.04s | 0.15MB] loaded patient 9347
  |   | [0.04s | 0.12MB] loaded patient 13458
  |   | [0.03s | 0.09MB] 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 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
  |   | [0.06s | 0.27MB] loaded patient 16568
  |   | [0.07s | 0.27MB] loaded patient 12901
  |   | [0.07s | 0.30MB] loaded patient 10304
  |   | [0.08s | 0.36MB] loaded patient 9037
  |   | [0.07s | 0.30MB] loaded patient 15513
  |   | [0.08s | 0.33MB] loaded patient 9041
  |   | [0.04s | 0.12MB] loaded patient 12883
  |   | [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 | 0.36MB] loaded patient 13106
  |   | [0.07s | 0.27MB] loaded patient 12869
  |   | [0.09s | 0.39MB] loaded patient 13691
  |   | [0.09s | 0.45MB] loaded patient 15473
  |   | [0.09s | 0.45MB] loaded patient 9259
  |   | [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
  |   | [0.10s | 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
  |   | [0.07s | 0.27MB] loaded patient 12870
  |   | [0.09s | 0.42MB] loaded patient 16166
  |   | [0.02s | 0.06MB] loaded patient 16167
  |   | [0.04s | 0.15MB] loaded patient 14209
  |   | [0.08s | 0.30MB] loaded patient 12930
  |   | [0.06s | 0.24MB] loaded patient 14188
  |   | [0.11s | 0.51MB] loaded patient 8867
  |   | [0.04s | 0.12MB] loaded patient 13617
  |   | [0.04s | 0.15MB] loaded patient 14213
  |   | [0.07s | 0.30MB] loaded patient 10293
  |   | [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 | 0.63MB] loaded patient 10290
  |   | [0.02s | 0.06MB] loaded patient 9262
  |   | [0.14s | 0.66MB] loaded patient 10308
  |   | [0.08s | 0.36MB] loaded patient 9254
  |   | [0.03s | 0.09MB] loaded patient 9035
  |   | [0.07s | 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
  |   | [0.06s | 0.27MB] loaded patient 9023
  |   | [0.08s | 0.36MB] loaded patient 12752
  |   | [0.16s | 0.75MB] loaded patient 13693
  |   | [0.10s | 0.45MB] loaded patient 12878
  |   | [0.04s | 0.15MB] loaded patient 13020
  |   | [0.03s | 0.09MB] loaded patient 12871
  |   | [0.08s | 0.33MB] loaded patient 8914
  |   | [0.06s | 0.27MB] loaded patient 12949
  |   | [0.07s | 0.27MB] loaded patient 9227
  |   | [0.07s | 0.30MB] loaded patient 12817
  |   | [0.13s | 0.63MB] loaded patient 12934
  |   | [0.02s | 0.06MB] loaded patient 12948
  |   | [0.14s | 0.66MB] loaded patient 16165
  |   | [0.03s | 0.09MB] loaded patient 9175
  |   | [0.12s | 0.54MB] loaded patient 10279
  |   | [0.13s | 0.60MB] loaded patient 14155
  |   | [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
  |   | [0.08s | 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
  |   | [0.12s | 0.54MB] loaded patient 8974
  |   | [0.09s | 0.39MB] loaded patient 13694
  |   | [0.06s | 0.27MB] loaded patient 15634
  |   | [0.11s | 0.51MB] loaded patient 9123
  |   | [0.09s | 0.39MB] loaded patient 12951
  |   | [0.12s | 0.54MB] loaded patient 12910
  |   | [0.10s | 0.45MB] loaded patient 9173
  |   | [0.08s | 0.36MB] loaded patient 15840
  |   | [0.07s | 0.30MB] loaded patient 8913
  |   | [0.12s | 0.57MB] loaded patient 10262
  |   | [0.09s | 0.39MB] loaded patient 13021
  |   | [0.04s | 0.15MB] loaded patient 13688
  |   | [0.05s | 0.18MB] loaded patient 15633
  |   | [0.06s | 0.27MB] loaded patient 9135
  |   | [0.12s | 0.57MB] loaded patient 9078
  |   | [0.05s | 0.18MB] loaded patient 10256
  |   | [0.03s | 0.09MB] loaded patient 12877
  |   | [0.14s | 0.66MB] loaded patient 10299
  |   | [0.06s | 0.24MB] loaded patient 12824
  |   | [0.11s | 0.48MB] loaded patient 10300
  |   | [0.04s | 0.15MB] loaded patient 14306
  |   | [0.09s | 0.39MB] loaded patient 9250
  |   | [0.05s | 0.18MB] loaded patient 15632
  |   | [0.12s | 0.54MB] loaded patient 9265
  |   | [0.07s | 0.30MB] loaded patient 16570
  |   | [0.11s | 0.51MB] loaded patient 9077
  |   | [0.07s | 0.30MB] loaded patient 10277
  |   | [0.03s | 0.06MB] loaded patient 12933
  |   | [0.05s | 0.21MB] loaded patient 15514
  |   | [0.04s | 0.15MB] loaded patient 9260
  |   | [0.06s | 0.24MB] loaded patient 8980
  |   | [0.07s | 0.27MB] loaded patient 12872
  |   | [0.05s | 0.21MB] loaded patient 14210
  |   | [0.11s | 0.51MB] loaded patient 8918
  |   | [0.06s | 0.24MB] loaded patient 12893
  |   | [0.03s | 0.09MB] loaded patient 10255
  |   | [0.09s | 0.39MB] loaded patient 15902
  |   | [0.11s | 0.48MB] loaded patient 9290
  |   | [0.09s | 0.42MB] loaded patient 12935
  |   | [0.05s | 0.18MB] loaded patient 8955
  |   | [0.07s | 0.30MB] loaded patient 10274
  |   | [0.05s | 0.21MB] loaded patient 9125
  |   | [0.12s | 0.57MB] loaded patient 9075
  |   | [0.05s | 0.21MB] loaded patient 13401
  |   | [0.13s | 0.60MB] loaded patient 10305
  |   | [0.04s | 0.15MB] loaded patient 14082
  |   | [0.10s | 0.45MB] loaded patient 9178
  |   | [0.05s | 0.15MB] loaded patient 12886
  |   | [0.05s | 0.21MB] loaded patient 12931
  |   | [0.06s | 0.24MB] loaded patient 13025
  |   | [0.06s | 0.24MB] loaded patient 16554
  |   | [0.09s | 0.42MB] loaded patient 9381
  |   | [0.08s | 0.30MB] loaded patient 9076
  |   | [0.08s | 0.36MB] loaded patient 15510
  |   | [0.07s | 0.30MB] loaded patient 14304
  |   | [0.04s | 0.15MB] loaded patient 9319
  |   | [0.08s | 0.36MB] loaded patient 9325
  |   | [0.06s | 0.27MB] 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 10303
  |   | [0.09s | 0.42MB] loaded patient 10285
  |   | [0.04s | 0.12MB] loaded patient 12748
  |   | [0.05s | 0.21MB] loaded patient 8950
  |   | [0.07s | 0.30MB] loaded patient 8917
  |   | [0.08s | 0.36MB] loaded patient 9181
  |   | [0.10s | 0.45MB] loaded patient 10292
  |   | [0.06s | 0.24MB] loaded patient 10257
  |   | [0.11s | 0.51MB] loaded patient 12818
  |   | [0.14s | 0.66MB] loaded patient 10268
  |   | [0.12s | 0.57MB] loaded patient 12751
  |   | [0.08s | 0.33MB] loaded patient 14192
  |   | [0.05s | 0.21MB] loaded patient 13461
  |   | [0.09s | 0.42MB] loaded patient 12626
  |   | [0.02s | 0.06MB] loaded patient 12929
  |   | [0.04s | 0.12MB] loaded patient 15839
  |   | [0.12s | 0.54MB] loaded patient 12819
  |   | [0.12s | 0.57MB] loaded patient 13462
  |   | [0.05s | 0.21MB] loaded patient 14321
  |   | [0.11s | 0.51MB] loaded patient 9126
  |   | [0.10s | 0.42MB] loaded patient 9036
  |   | [0.04s | 0.12MB] loaded patient 13018
  |   | [0.15s | 0.69MB] loaded patient 9323
  |   | [0.08s | 0.36MB] loaded patient 13459
  |   | [0.06s | 0.27MB] loaded patient 9043
  |   | [0.11s | 0.51MB] loaded patient 13916
  |   | [0.06s | 0.24MB] loaded patient 14153
  |   | [0.13s | 0.57MB] loaded patient 10302
  |   | [0.09s | 0.39MB] loaded patient 12905
  |   | [0.14s | 0.66MB] loaded patient 16551
  |   | [0.10s | 0.45MB] loaded patient 13616
  |   | [0.10s | 0.42MB] loaded patient 13400
  |   | [0.05s | 0.18MB] loaded patient 12896
  |   | [0.09s | 0.39MB] loaded patient 9266
  |   | [0.12s | 0.54MB] loaded patient 12906
  |   | [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
  |   | [0.03s | 0.12MB] loaded patient 9321
  |   | [0.07s | 0.30MB] loaded patient 14079
  |   | [0.03s] error loading patient 16552: all the input arrays must have same number of dimensions
  |   | [0.12s | 0.54MB] loaded patient 12749
  |   | [0.03s | 0.09MB] loaded patient 8916
  |   | [0.08s | 0.36MB] loaded patient 15903
  |   | [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
  |   | [0.09s | 0.42MB] loaded patient 15516
  |   | [0.07s | 0.33MB] loaded patient 12900
  |   | [0.07s | 0.33MB] loaded patient 14305
  |   | [0.03s | 0.12MB] loaded patient 12873
  |   | [0.04s | 0.15MB] loaded patient 8959
  |   | [0.03s | 0.09MB] loaded patient 16895
  |   | [0.10s | 0.45MB] loaded patient 14156
  |   | [0.09s | 0.42MB] loaded patient 12911
  |   | [0.11s | 0.54MB] loaded patient 12894
  |   | [0.03s | 0.09MB] loaded patient 15512
  |   | [0.06s | 0.27MB] loaded patient 12947
  |   | [0.07s | 0.30MB] loaded patient 10276
  |   | [0.08s | 0.39MB] loaded patient 8864
  |   | [0.08s | 0.36MB] loaded patient 8984
  |   | [0.05s | 0.21MB] loaded patient 9258
  |   | [0.13s | 0.63MB] 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
  |   | [0.09s | 0.36MB] loaded patient 13022
  |   | [0.08s | 0.39MB] loaded patient 9255
  |   | [0.04s | 0.18MB] loaded patient 9228
  |   | [0.14s | 0.72MB] loaded patient 16550
  |   | [0.07s | 0.33MB] loaded patient 8863
  |   | [0.06s | 0.33MB] loaded patient 14189
  |   | [0.05s | 0.24MB] loaded patient 16014
  |   | [0.07s | 0.36MB] loaded patient 12907
  |   | [0.11s | 0.57MB] loaded patient 8956
  |   | [0.14s | 0.69MB] loaded patient 8975
  |   | [0.11s | 0.54MB] loaded patient 9382
  |   | [0.09s | 0.45MB] loaded patient 14191
  |   | [0.02s | 0.09MB] loaded patient 9174
  |   | [0.06s | 0.30MB] loaded patient 10295
  |   | [0.05s | 0.27MB] loaded patient 13024
  |   | [0.07s | 0.36MB] loaded patient 13591
  |   | [0.06s | 0.30MB] loaded patient 9256
  |   | [0.10s | 0.54MB] loaded patient 12895
  |   | [0.05s | 0.24MB] loaded patient 13402
  |   | [0.08s | 0.45MB] loaded patient 14157
  |   | [0.05s | 0.27MB] loaded patient 9081
  |   | [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
  |   | [0.07s | 0.60MB] loaded patient 16085
  |   | [0.05s | 0.48MB] loaded patient 12750
  |   | [0.03s | 0.36MB] loaded patient 12826
  |   | [0.03s | 0.39MB] loaded patient 9226
  |   | [0.03s | 0.39MB] loaded patient 16896
  |   | [0.04s | 0.42MB] loaded patient 9322
  |   | [0.06s | 0.54MB] loaded patient 15472
  |   | [0.03s | 0.45MB] loaded patient 10301
  |   | [0.01s | 0.24MB] loaded patient 9267
  |   | Combining thread results...
  | [7.33s | 90.90MB] 3030 images (1.0%) sampled from 279 patients
  | [1.11s] Generated K Means model (n=8)
  | Loading Images...
  |   | [2.96s | 0.25MB] loaded patient 16534
  |   | [4.81s | 0.44MB] loaded patient 8957
  |   | [6.70s | 0.61MB] loaded patient 12241
  |   | [6.90s | 0.62MB] loaded patient 12876
  |   | [8.86s | 0.78MB] loaded patient 14078
  |   | [9.22s | 0.81MB] loaded patient 14212
  |   | [10.21s | 0.90MB] loaded patient 13023
  |   | [11.06s | 0.97MB] loaded patient 12811
  |   | [14.49s | 1.30MB] loaded patient 14081
  |   | [17.84s | 1.59MB] loaded patient 9347
  |   | [18.48s | 1.60MB] loaded patient 13458
  |   | [20.88s | 1.82MB] loaded patient 13687
  |   | [21.46s | 1.85MB] loaded patient 9124
  |   | [23.05s | 2.07MB] loaded patient 9022
  |   | [23.61s | 2.12MB] loaded patient 10258
  |   | [23.79s | 2.14MB] loaded patient 15471
  |   | [24.39s | 2.14MB] loaded patient 9344
  |   | [25.44s | 2.28MB] loaded patient 9083
  |   | [27.45s | 2.43MB] loaded patient 13692
  |   | [27.83s | 2.45MB] loaded patient 8951
  |   | [21.11s | 1.87MB] loaded patient 16532
  |   | [31.89s | 2.85MB] loaded patient 8865
  |   | [33.92s | 3.04MB] loaded patient 12822
  |   | [34.09s | 3.08MB] loaded patient 12884
  |   | [10.97s | 1.00MB] loaded patient 16531
  |   | [35.88s | 3.19MB] loaded patient 12909
  |   | [36.20s | 3.23MB] loaded patient 12901
  |   | [15.03s | 1.35MB] loaded patient 12883
  |   | [7.14s | 0.63MB] loaded patient 9044
  |   | [37.93s | 3.31MB] loaded patient 16568
  |   | [39.27s | 3.48MB] loaded patient 15513
  |   | [39.67s | 3.52MB] loaded patient 10304
  |   | [27.51s | 2.48MB] loaded patient 10286
  |   | [34.82s | 3.10MB] loaded patient 12869
  |   | [47.02s | 4.18MB] loaded patient 9176
  |   | [47.20s | 4.14MB] loaded patient 9041
  |   | [48.98s | 4.27MB] loaded patient 13106
  |   | [49.58s | 4.37MB] loaded patient 12242
  |   | [49.90s | 4.44MB] loaded patient 9037
  |   | [52.08s | 4.67MB] loaded patient 13691
  |   | [18.83s | 1.68MB] loaded patient 14213
  |   | [42.86s | 3.77MB] loaded patient 12930
  |   | [47.97s | 4.25MB] loaded patient 12955
  |   | [54.73s | 4.81MB] loaded patient 9257
  |   | [54.56s | 4.87MB] loaded patient 16166
  |   | [58.24s | 5.16MB] loaded patient 10260
  |   | [52.70s | 4.65MB] loaded patient 15515
  |   | [31.85s | 2.84MB] loaded patient 14188
  |   | [8.75s | 0.77MB] loaded patient 16167
  |   | [25.75s | 2.26MB] loaded patient 9383
  |   | [36.37s | 3.26MB] loaded patient 12870
  |   | [38.79s | 3.39MB] loaded patient 10254
  |   | [39.52s | 3.48MB] loaded patient 10293
  |   | [62.67s | 5.60MB] loaded patient 9259
  |   | [63.87s | 5.75MB] loaded patient 15473
  |   | [37.28s | 3.30MB] loaded patient 9291
  |   | [64.76s | 5.77MB] loaded patient 13613
  |   | [4.16s | 0.37MB] loaded patient 9262
  |   | [15.23s | 1.37MB] loaded patient 14209
  |   | [15.69s | 1.40MB] loaded patient 13617
  |   | [67.84s | 6.04MB] loaded patient 13019
  |   | [69.25s | 6.17MB] loaded patient 9225
  |   | [69.48s | 6.08MB] loaded patient 14154
  |   | [10.84s | 0.94MB] loaded patient 9035
  |   | [52.12s | 4.57MB] loaded patient 12810
  |   | [54.16s | 4.81MB] loaded patient 10264
  |   | [36.76s | 3.25MB] loaded patient 9227
  |   | [74.27s | 6.56MB] loaded patient 8867
  |   | [14.02s | 1.26MB] loaded patient 16569
  |   | [12.24s | 1.09MB] loaded patient 12881
  |   | [17.02s | 1.54MB] loaded patient 13020
  |   | [8.27s | 0.73MB] loaded patient 12871
  |   | [39.83s | 3.49MB] loaded patient 9023
  |   | [51.64s | 4.69MB] loaded patient 9254
  |   | [44.34s | 3.86MB] loaded patient 9261
  |   | [25.96s | 2.32MB] loaded patient 12898
  |   | [46.57s | 4.10MB] loaded patient 10306
  |   | [10.05s | 0.90MB] loaded patient 12892
  |   | [5.33s | 0.47MB] loaded patient 9175
  |   | [52.08s | 4.57MB] loaded patient 10269
  |   | [85.42s | 7.45MB] loaded patient 9320
  |   | [36.91s | 3.23MB] loaded patient 12949
  |   | [91.90s | 8.13MB] loaded patient 10290
  |   | [7.97s | 0.66MB] loaded patient 12948
  |   | [94.25s | 8.39MB] loaded patient 14211
  |   | [49.19s | 4.38MB] loaded patient 12752
  |   | [62.51s | 5.58MB] loaded patient 12878
  |   | [13.86s | 1.25MB] loaded patient 13403
  |   | [17.95s | 1.63MB] loaded patient 12879
  |   | [48.08s | 4.23MB] loaded patient 10275
  |   | [102.77s | 9.07MB] loaded patient 10308
  |   | [103.35s | 9.11MB] loaded patient 10288
  |   | [95.38s | 8.43MB] loaded patient 16165
  |   | [106.46s | 9.38MB] loaded patient 13693
  |   | [44.35s | 3.91MB] loaded patient 8914
  |   | [44.65s | 3.98MB] loaded patient 10307
  |   | [50.80s | 4.49MB] loaded patient 12820
  |   | [84.58s | 7.51MB] loaded patient 14155
  |   | [75.48s | 6.77MB] loaded patient 10279
  |   | [19.99s | 1.80MB] loaded patient 15633
  |   | [90.25s | 8.02MB] loaded patient 12934
  |   | [49.57s | 4.41MB] loaded patient 9177
  |   | [42.12s | 3.74MB] loaded patient 12817
  |   | [15.43s | 1.37MB] loaded patient 13688
  |   | [11.76s | 1.05MB] loaded patient 12877
  |   | [54.20s | 4.85MB] loaded patient 10291
  |   | [31.67s | 2.83MB] loaded patient 12824
  |   | [20.58s | 1.83MB] loaded patient 15632
  |   | [51.46s | 4.54MB] loaded patient 12951
  |   | [53.17s | 4.60MB] loaded patient 9250
  |   | [36.56s | 3.24MB] loaded patient 15634
  |   | [73.57s | 6.53MB] loaded patient 9029
  |   | [6.96s | 0.61MB] loaded patient 12933
  |   | [49.92s | 4.43MB] loaded patient 15840
  |   | [20.76s | 1.87MB] loaded patient 10256
  |   | [86.87s | 7.74MB] loaded patient 12880
  |   | [16.82s | 1.49MB] loaded patient 16555
  |   | [82.18s | 7.23MB] loaded patient 10262
  |   | [54.06s | 4.79MB] loaded patient 13021
  |   | [41.17s | 3.67MB] loaded patient 16570
  |   | [35.80s | 3.12MB] loaded patient 12872
  |   | [70.92s | 6.35MB] loaded patient 9123
  |   | [19.17s | 1.72MB] loaded patient 14306
  |   | [78.21s | 6.97MB] loaded patient 8974
  |   | [55.20s | 4.84MB] loaded patient 13694
  |   | [67.23s | 5.97MB] loaded patient 10300
  |   | [75.51s | 6.71MB] loaded patient 9265
  |   | [65.67s | 5.72MB] loaded patient 9173
  |   | [16.60s | 1.45MB] loaded patient 9260
  |   | [94.84s | 8.41MB] loaded patient 10299
  |   | [42.93s | 3.82MB] loaded patient 10277
  |   | [52.95s | 4.65MB] loaded patient 15902
  |   | [32.65s | 2.86MB] loaded patient 9135
  |   | [25.90s | 2.29MB] loaded patient 14210
  |   | [72.53s | 6.49MB] loaded patient 9077
  |   | [31.50s | 2.79MB] loaded patient 12893
  |   | [28.82s | 2.55MB] loaded patient 15514
  |   | [31.36s | 2.78MB] loaded patient 8980
  |   | [77.91s | 6.87MB] loaded patient 12910
  |   | [12.30s | 1.09MB] loaded patient 10255
  |   | [55.17s | 4.91MB] loaded patient 12935
  |   | [43.02s | 3.82MB] loaded patient 8913
  |   | [22.43s | 1.98MB] loaded patient 8955
  |   | [47.20s | 4.25MB] loaded patient 15510
  |   | [79.89s | 7.15MB] loaded patient 9078
  |   | [27.36s | 2.43MB] loaded patient 9125
  |   | [25.46s | 2.27MB] loaded patient 13401
  |   | [79.70s | 7.13MB] loaded patient 9075
  |   | [39.79s | 3.51MB] loaded patient 10274
  |   | [23.31s | 2.09MB] loaded patient 12886
  |   | [69.43s | 6.17MB] loaded patient 9290
  |   | [31.71s | 2.87MB] loaded patient 16554
  |   | [41.31s | 3.69MB] loaded patient 9076
  |   | [26.40s | 2.36MB] loaded patient 12931
  |   | [22.18s | 1.91MB] loaded patient 14082
  |   | [18.80s | 1.66MB] loaded patient 9319
  |   | [65.38s | 5.77MB] loaded patient 9178
  |   | [34.48s | 3.04MB] loaded patient 13025
  |   | [36.07s | 3.21MB] loaded patient 14304
  |   | [69.98s | 6.17MB] loaded patient 8918
  |   | [32.42s | 2.85MB] loaded patient 12932
  |   | [55.59s | 5.00MB] loaded patient 9381
  |   | [43.63s | 3.90MB] loaded patient 8917
  |   | [17.78s | 1.57MB] loaded patient 12882
  |   | [50.50s | 4.51MB] loaded patient 9325
  |   | [16.07s | 1.45MB] loaded patient 12748
  |   | [24.46s | 2.20MB] loaded patient 10253
  |   | [28.84s | 2.54MB] loaded patient 10257
  |   | [27.13s | 2.44MB] loaded patient 8950
  |   | [10.55s | 0.96MB] loaded patient 15839
  |   | [38.77s | 3.45MB] loaded patient 12897
  |   | [82.76s | 7.27MB] loaded patient 10305
  |   | [55.22s | 4.93MB] loaded patient 10285
  |   | [48.63s | 4.30MB] loaded patient 9181
  |   | [61.14s | 5.39MB] loaded patient 10303
  |   | [46.44s | 4.13MB] loaded patient 14192
  |   | [73.27s | 6.44MB] loaded patient 12818
  |   | [30.22s | 2.66MB] loaded patient 13461
  |   | [7.26s | 0.64MB] loaded patient 12929
  |   | [28.20s | 2.48MB] loaded patient 14321
  |   | [67.08s | 5.94MB] loaded patient 10292
  |   | [13.56s | 1.20MB] loaded patient 13018
  |   | [82.61s | 7.27MB] loaded patient 12751
  |   | [46.30s | 4.11MB] loaded patient 13459
  |   | [78.21s | 7.02MB] loaded patient 13462
  |   | [60.81s | 5.37MB] loaded patient 12626
  |   | [32.29s | 2.88MB] loaded patient 14153
  |   | [55.93s | 4.94MB] loaded patient 9036
  |   | [73.70s | 6.49MB] loaded patient 12819
  |   | [85.63s | 7.61MB] loaded patient 10302
  |   | [71.56s | 6.37MB] loaded patient 9126
  |   | [60.70s | 5.43MB] loaded patient 13616
  |   | [53.36s | 4.86MB] loaded patient 12905
  |   | [30.64s | 2.72MB] loaded patient 16553
  |   | [94.37s | 8.44MB] loaded patient 10268
  |   | [38.39s | 3.33MB] loaded patient 9043
  |   | [28.86s | 2.58MB] loaded patient 10261
  |   | [57.30s | 5.18MB] loaded patient 13400
  |   | [17.85s | 2.03MB] loaded patient 12896
  |   | [98.77s | 8.72MB] loaded patient 9323
  |   | [12.90s | 1.25MB] loaded patient 9321
  |   | [17.68s | 1.56MB] loaded patient 13666
  |   | [74.12s | 6.53MB] loaded patient 13916
  |   | [11.11s | 1.47MB] loaded patient 16533
  |   | [58.51s | 5.71MB] loaded patient 12867
  |   | [47.82s | 4.67MB] loaded patient 9266
  |   | [95.16s | 8.73MB] loaded patient 16551
  |   | [49.83s | 5.17MB] loaded patient 15516
  |   | [43.33s | 4.16MB] loaded patient 15903
  |   | [83.57s | 7.99MB] loaded patient 10273
  |   | [40.85s | 4.23MB] loaded patient 8864
  |   | [59.48s | 5.86MB] loaded patient 10259
  |   | [74.17s | 6.80MB] loaded patient 12906
  |   | [24.60s | 2.34MB] loaded patient 13689
  |   | [38.11s | 3.56MB] loaded patient 14079
  |   | [9.53s | 0.89MB] loaded patient 15512
  |   | [57.14s | 5.59MB] loaded patient 14156
  |   | [40.91s | 3.95MB] loaded patient 14305
  |   | [51.15s | 4.97MB] loaded patient 12911
  |   | [70.84s | 7.74MB] loaded patient 12954
  |   | [59.09s | 5.54MB] loaded patient 12821
  |   | [96.55s | 8.70MB] loaded patient 10272
  |   | [43.18s | 4.09MB] loaded patient 12900
  |   | [30.87s | 3.32MB] loaded patient 12947
  |   | [67.11s | 6.80MB] loaded patient 12894
  |   | [72.15s | 6.98MB] loaded patient 12749
  |   | [50.52s | 4.90MB] loaded patient 9255
  |   | [32.27s | 3.45MB] loaded patient 12868
  |   | [20.31s | 2.66MB] loaded patient 16014
  |   | [40.42s | 5.11MB] loaded patient 13022
  |   | [21.17s | 3.17MB] loaded patient 13402
  |   | [32.38s | 3.76MB] loaded patient 10276
  |   | [22.56s | 3.24MB] loaded patient 13024
  |   | [25.90s | 4.13MB] loaded patient 13591
  |   | [15.90s | 1.92MB] loaded patient 9228
  |   | [62.50s | 7.30MB] loaded patient 8956
  |   | [79.54s | 8.83MB] loaded patient 8975
  |   | [35.44s | 4.47MB] loaded patient 8984
  |   | [22.52s | 3.72MB] loaded patient 9256
  |   | [22.43s | 3.43MB] loaded patient 9081
  |   | [40.56s | 5.36MB] loaded patient 14191
  |   | [87.80s | 9.21MB] loaded patient 16550
  |   | [52.34s | 6.72MB] loaded patient 12895
  |   | [49.50s | 6.61MB] loaded patient 9382
  |   | [22.35s | 3.80MB] loaded patient 14190
  |   | [22.52s | 3.58MB] loaded patient 10295
  |   | [26.62s | 4.16MB] loaded patient 12908
  |   | [44.43s | 5.62MB] loaded patient 14157
  |   | [31.29s | 4.73MB] loaded patient 9345
  |   | [39.64s | 5.89MB] loaded patient 12890
  |   | [28.21s | 4.68MB] loaded patient 9226
  |   | [34.65s | 5.74MB] loaded patient 12750
  |   | [40.32s | 6.52MB] loaded patient 15472
  |   | [27.10s | 4.52MB] loaded patient 12826
  |   | Combining thread results...
  | [335.71s | 1017.01MB] 254189 images (100.0%) sampled from 254 patients
  | Loading Images...
  |   | [5.39s | 0.61MB] loaded patient 16552
  |   | [5.58s | 0.68MB] loaded patient 8916
  |   | [6.17s | 0.60MB] loaded patient 16895
  |   | [6.25s | 0.87MB] loaded patient 9174
  |   | [8.55s | 1.12MB] loaded patient 12873
  |   | [9.09s | 1.42MB] loaded patient 8959
  |   | [9.73s | 1.47MB] loaded patient 12875
  |   | [12.81s | 1.99MB] loaded patient 13404
  |   | [15.28s | 2.45MB] loaded patient 12891
  |   | [16.23s | 2.63MB] loaded patient 9267
  |   | [16.54s | 2.39MB] loaded patient 9258
  |   | [17.36s | 2.68MB] loaded patient 13460
  |   | [23.27s | 3.34MB] loaded patient 9073
  |   | [23.78s | 3.90MB] loaded patient 8863
  |   | [23.95s | 4.01MB] loaded patient 14189
  |   | [25.06s | 3.95MB] loaded patient 12823
  |   | [26.47s | 4.17MB] loaded patient 9324
  |   | [26.80s | 4.20MB] loaded patient 12907
  |   | [28.59s | 4.51MB] loaded patient 16896
  |   | [28.94s | 4.63MB] loaded patient 10278
  |   | [32.94s | 5.45MB] loaded patient 9346
  |   | [34.22s | 5.67MB] loaded patient 10301
  |   | [34.89s | 5.84MB] loaded patient 9322
  |   | [44.41s | 7.47MB] loaded patient 16085
  |   | [51.42s | 8.11MB] loaded patient 10282
  |   | Combining thread results...
  | [52.68s | 84.15MB] 21033 images (100.0%) sampled from 25 patients
  | [26.91s | 0.00MB] RFF SVC Computed
  | Running test data:
  |   | Incorrect labels: 5045 (24.0%)
  |   | Correct labels: 15988 (76.0)%
  |   | False positive: 499
  |   | False negative: 4546
  |   | True positive: 820
  |   | True negative: 15168
  | [0.20s] 21033 tests run
  | Running test data:
  |   | Incorrect labels: 68551 (27.0%)
  |   | Correct labels: 185638 (73.0)%
  |   | False positive: 6044
  |   | False negative: 62507
  |   | True positive: 10895
  |   | True negative: 174743
  | [2.42s] 254189 tests run
[426.45s] Program finished.
(sk) nid00010(333)$