trace for rbfsvm ptrain=1.0 ptest=1.0 fdim=300 n=7 kernel=L; 17.1% error

gistfile1.txt

(sk) nid00009(378)$ python rffsvm.py ptrain=1.0 ptest=1.0 n=7 fdim=300
Random Fourier Feature Support Vector Classifier
  | [0.04s | 0.01MB] 7->300 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 13458
  |   | [0.04s | 0.15MB] loaded patient 9347
  |   | [0.04s | 0.12MB] loaded patient 12811
  |   | [0.04s | 0.15MB] loaded patient 9124
  |   | [0.04s | 0.18MB] loaded patient 13687
  |   | [0.04s | 0.15MB] loaded patient 14081
  |   | [0.04s | 0.12MB] loaded patient 13023
  |   | [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 16568
  |   | [0.07s | 0.27MB] loaded patient 12901
  |   | [0.07s | 0.30MB] loaded patient 10304
  |   | [0.07s | 0.36MB] loaded patient 9037
  |   | [0.04s | 0.12MB] loaded patient 12883
  |   | [0.08s | 0.33MB] loaded patient 9041
  |   | [0.07s | 0.30MB] loaded patient 15513
  |   | [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
  |   | [0.07s | 0.27MB] loaded patient 12869
  |   | [0.09s | 0.45MB] loaded patient 9259
  |   | [0.09s | 0.45MB] loaded patient 15473
  |   | [0.09s | 0.39MB] loaded patient 13691
  |   | [0.05s | 0.21MB] loaded patient 10286
  |   | [0.09s | 0.42MB] loaded patient 10260
  |   | [0.10s | 0.48MB] loaded patient 14154
  |   | [0.09s | 0.42MB] loaded patient 9257
  |   | [0.10s | 0.48MB] loaded patient 13019
  |   | [0.08s | 0.36MB] loaded patient 12955
  |   | [0.10s | 0.48MB] loaded patient 13613
  |   | [0.10s | 0.48MB] loaded patient 9225
  |   | [0.03s | 0.09MB] loaded patient 9044
  |   | [0.07s | 0.27MB] loaded patient 10254
  |   | [0.07s | 0.27MB] loaded patient 9291
  |   | [0.05s | 0.18MB] loaded patient 9383
  |   | [0.04s | 0.15MB] loaded patient 14209
  |   | [0.07s | 0.27MB] loaded patient 12870
  |   | [0.09s | 0.39MB] loaded patient 16166
  |   | [0.06s | 0.24MB] loaded patient 14188
  |   | [0.08s | 0.30MB] loaded patient 12930
  |   | [0.02s | 0.06MB] loaded patient 16167
  |   | [0.11s | 0.51MB] loaded patient 8867
  |   | [0.03s | 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
  |   | [0.03s | 0.12MB] loaded patient 12881
  |   | [0.14s | 0.69MB] loaded patient 10308
  |   | [0.14s | 0.66MB] loaded patient 14211
  |   | [0.13s | 0.63MB] loaded patient 10290
  |   | [0.02s | 0.06MB] loaded patient 9262
  |   | [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
  |   | [0.13s | 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
  |   | [0.03s | 0.09MB] loaded patient 12871
  |   | [0.04s | 0.15MB] loaded patient 13020
  |   | [0.07s | 0.33MB] loaded patient 8914
  |   | [0.06s | 0.27MB] loaded patient 12949
  |   | [0.06s | 0.27MB] loaded patient 9227
  |   | [0.13s | 0.63MB] loaded patient 12934
  |   | [0.07s | 0.30MB] loaded patient 12817
  |   | [0.02s | 0.06MB] loaded patient 12948
  |   | [0.13s | 0.60MB] loaded patient 14155
  |   | [0.03s | 0.09MB] loaded patient 9175
  |   | [0.14s | 0.66MB] loaded patient 16165
  |   | [0.12s | 0.54MB] loaded patient 10279
  |   | [0.04s | 0.15MB] loaded patient 12879
  |   | [0.11s | 0.51MB] loaded patient 9029
  |   | [0.03s | 0.09MB] loaded patient 12892
  |   | [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
  |   | [0.04s | 0.15MB] loaded patient 16555
  |   | [0.09s | 0.39MB] loaded patient 10291
  |   | [0.09s | 0.39MB] loaded patient 13694
  |   | [0.12s | 0.54MB] loaded patient 8974
  |   | [0.06s | 0.27MB] loaded patient 15634
  |   | [0.07s | 0.30MB] loaded patient 8913
  |   | [0.09s | 0.39MB] loaded patient 12951
  |   | [0.12s | 0.54MB] loaded patient 12910
  |   | [0.11s | 0.51MB] loaded patient 9123
  |   | [0.10s | 0.48MB] loaded patient 9173
  |   | [0.08s | 0.36MB] loaded patient 15840
  |   | [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
  |   | [0.06s | 0.27MB] loaded patient 9135
  |   | [0.12s | 0.57MB] loaded patient 9078
  |   | [0.03s | 0.09MB] loaded patient 12877
  |   | [0.10s | 0.48MB] loaded patient 10300
  |   | [0.05s | 0.18MB] loaded patient 10256
  |   | [0.14s | 0.66MB] loaded patient 10299
  |   | [0.06s | 0.24MB] loaded patient 12824
  |   | [0.09s | 0.39MB] loaded patient 9250
  |   | [0.04s | 0.15MB] loaded patient 14306
  |   | [0.12s | 0.54MB] loaded patient 9265
  |   | [0.07s | 0.30MB] loaded patient 16570
  |   | [0.05s | 0.18MB] loaded patient 15632
  |   | [0.07s | 0.30MB] loaded patient 10277
  |   | [0.11s | 0.51MB] loaded patient 9077
  |   | [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
  |   | [0.11s | 0.51MB] loaded patient 8918
  |   | [0.06s | 0.27MB] loaded patient 12872
  |   | [0.05s | 0.21MB] loaded patient 14210
  |   | [0.09s | 0.39MB] loaded patient 15902
  |   | [0.06s | 0.24MB] loaded patient 12893
  |   | [0.03s | 0.09MB] loaded patient 10255
  |   | [0.10s | 0.48MB] loaded patient 9290
  |   | [0.05s | 0.18MB] loaded patient 8955
  |   | [0.07s | 0.30MB] loaded patient 10274
  |   | [0.09s | 0.42MB] loaded patient 12935
  |   | [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
  |   | [0.10s | 0.45MB] loaded patient 9178
  |   | [0.05s | 0.18MB] loaded patient 12886
  |   | [0.04s | 0.15MB] loaded patient 14082
  |   | [0.05s | 0.21MB] loaded patient 12931
  |   | [0.07s | 0.30MB] loaded patient 9076
  |   | [0.09s | 0.36MB] 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
  |   | [0.07s | 0.30MB] loaded patient 14304
  |   | [0.04s | 0.15MB] loaded patient 9319
  |   | [0.06s | 0.27MB] loaded patient 12932
  |   | [0.06s | 0.27MB] loaded patient 12897
  |   | [0.05s | 0.18MB] loaded patient 10253
  |   | [0.04s | 0.15MB] loaded patient 12882
  |   | [0.09s | 0.42MB] loaded patient 10285
  |   | [0.09s | 0.42MB] loaded patient 10303
  |   | [0.05s | 0.21MB] loaded patient 8950
  |   | [0.04s | 0.09MB] loaded patient 12748
  |   | [0.07s | 0.30MB] loaded patient 8917
  |   | [0.08s | 0.36MB] loaded patient 9181
  |   | [0.06s | 0.24MB] loaded patient 10257
  |   | [0.10s | 0.45MB] loaded patient 10292
  |   | [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
  |   | [0.09s | 0.42MB] loaded patient 12626
  |   | [0.05s | 0.21MB] loaded patient 13461
  |   | [0.02s | 0.06MB] loaded patient 12929
  |   | [0.12s | 0.54MB] loaded patient 12819
  |   | [0.12s | 0.57MB] loaded patient 13462
  |   | [0.04s | 0.12MB] loaded patient 15839
  |   | [0.05s | 0.21MB] loaded patient 14321
  |   | [0.11s | 0.51MB] loaded patient 9126
  |   | [0.04s | 0.12MB] loaded patient 13018
  |   | [0.10s | 0.42MB] loaded patient 9036
  |   | [0.08s | 0.36MB] loaded patient 13459
  |   | [0.15s | 0.69MB] loaded patient 9323
  |   | [0.06s | 0.27MB] loaded patient 14153
  |   | [0.13s | 0.60MB] loaded patient 10302
  |   | [0.11s | 0.51MB] loaded patient 13916
  |   | [0.06s | 0.27MB] loaded patient 9043
  |   | [0.14s | 0.66MB] loaded patient 16551
  |   | [0.09s | 0.39MB] loaded patient 12905
  |   | [0.09s | 0.42MB] 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 | 0.21MB] loaded patient 10261
  |   | [0.05s | 0.18MB] loaded patient 12896
  |   | [0.15s | 0.69MB] loaded patient 10272
  |   | [0.10s | 0.45MB] loaded patient 12867
  |   | [0.06s | 0.24MB] loaded patient 16553
  |   | [0.14s | 0.66MB] loaded patient 10273
  |   | [0.04s | 0.15MB] loaded patient 13666
  |   | [0.04s | 0.12MB] loaded patient 9321
  |   | [0.03s | 0.06MB] loaded patient 16552
  |   | [0.07s | 0.30MB] loaded patient 14079
  |   | [0.08s | 0.36MB] loaded patient 15903
  |   | [0.12s | 0.54MB] loaded patient 12749
  |   | [0.03s | 0.09MB] loaded patient 8916
  |   | [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
  |   | [0.07s | 0.33MB] loaded patient 12900
  |   | [0.09s | 0.42MB] loaded patient 15516
  |   | [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
  |   | [0.03s | 0.09MB] loaded patient 15512
  |   | [0.06s | 0.27MB] loaded patient 12947
  |   | [0.07s | 0.30MB] loaded patient 10276
  |   | [0.12s | 0.54MB] loaded patient 12894
  |   | [0.09s | 0.39MB] loaded patient 8864
  |   | [0.08s | 0.36MB] loaded patient 8984
  |   | [0.13s | 0.63MB] loaded patient 12954
  |   | [0.05s | 0.21MB] loaded patient 9258
  |   | [0.06s | 0.27MB] loaded patient 9073
  |   | [0.06s | 0.27MB] loaded patient 12868
  |   | [0.04s | 0.12MB] loaded patient 13404
  |   | [0.05s | 0.21MB] loaded patient 12891
  |   | [0.09s | 0.42MB] 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
  |   | [0.05s | 0.24MB] loaded patient 16014
  |   | [0.11s | 0.57MB] loaded patient 8956
  |   | [0.07s | 0.33MB] loaded patient 14189
  |   | [0.14s | 0.69MB] loaded patient 8975
  |   | [0.07s | 0.36MB] loaded patient 12907
  |   | [0.11s | 0.54MB] loaded patient 9382
  |   | [0.09s | 0.45MB] loaded patient 14191
  |   | [0.07s | 0.36MB] loaded patient 13591
  |   | [0.02s | 0.09MB] loaded patient 9174
  |   | [0.06s | 0.30MB] loaded patient 9256
  |   | [0.06s | 0.30MB] loaded patient 10295
  |   | [0.05s | 0.27MB] loaded patient 13024
  |   | [0.10s | 0.54MB] loaded patient 12895
  |   | [0.05s | 0.27MB] loaded patient 9081
  |   | [0.05s | 0.27MB] loaded patient 13402
  |   | [0.08s | 0.39MB] 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 | 0.30MB] loaded patient 12823
  |   | [0.05s | 0.39MB] loaded patient 9345
  |   | [0.04s | 0.30MB] loaded patient 14190
  |   | [0.04s | 0.36MB] loaded patient 9324
  |   | [0.06s | 0.48MB] loaded patient 12890
  |   | [0.05s | 0.45MB] loaded patient 9346
  |   | [0.08s | 0.63MB] loaded patient 10282
  |   | [0.05s | 0.48MB] loaded patient 12750
  |   | [0.03s | 0.36MB] loaded patient 12826
  |   | [0.07s | 0.60MB] loaded patient 16085
  |   | [0.05s | 0.48MB] loaded patient 15472
  |   | [0.04s | 0.45MB] loaded patient 9322
  |   | [0.03s | 0.42MB] loaded patient 9226
  |   | [0.03s | 0.39MB] loaded patient 16896
  |   | [0.03s | 0.45MB] loaded patient 10301
  |   | [0.01s | 0.24MB] loaded patient 9267
  |   | Combining thread results...
  | [7.25s | 90.99MB] 3033 images (1.0%) sampled from 279 patients
  | [0.70s] Generated K Means model (n=7)
  | Loading Images...
  |   | [2.52s | 0.15MB] loaded patient 16534
  |   | [4.56s | 0.26MB] loaded patient 8957
  |   | [6.03s | 0.37MB] loaded patient 12241
  |   | [6.26s | 0.37MB] loaded patient 12876
  |   | [7.62s | 0.47MB] loaded patient 14078
  |   | [8.06s | 0.49MB] loaded patient 14212
  |   | [8.96s | 0.54MB] loaded patient 13023
  |   | [10.19s | 0.58MB] loaded patient 12811
  |   | [12.95s | 0.78MB] loaded patient 14081
  |   | [15.86s | 0.96MB] loaded patient 9347
  |   | [16.09s | 0.96MB] loaded patient 13458
  |   | [17.77s | 1.09MB] loaded patient 13687
  |   | [18.17s | 1.11MB] loaded patient 9124
  |   | [20.33s | 1.24MB] loaded patient 9022
  |   | [21.33s | 1.27MB] loaded patient 10258
  |   | [21.38s | 1.28MB] loaded patient 15471
  |   | [21.75s | 1.28MB] loaded patient 9344
  |   | [22.45s | 1.37MB] loaded patient 9083
  |   | [24.08s | 1.46MB] loaded patient 13692
  |   | [24.46s | 1.47MB] loaded patient 8951
  |   | [18.48s | 1.12MB] loaded patient 16532
  |   | [28.28s | 1.71MB] loaded patient 8865
  |   | [29.79s | 1.85MB] loaded patient 12884
  |   | [30.28s | 1.82MB] loaded patient 12822
  |   | [9.96s | 0.60MB] loaded patient 16531
  |   | [13.43s | 0.81MB] loaded patient 12883
  |   | [31.89s | 1.91MB] loaded patient 12909
  |   | [32.40s | 1.94MB] loaded patient 12901
  |   | [6.27s | 0.38MB] loaded patient 9044
  |   | [34.14s | 1.99MB] loaded patient 16568
  |   | [34.89s | 2.09MB] loaded patient 15513
  |   | [35.10s | 2.11MB] loaded patient 10304
  |   | [24.05s | 1.49MB] loaded patient 10286
  |   | [31.12s | 1.86MB] loaded patient 12869
  |   | [40.68s | 2.49MB] loaded patient 9041
  |   | [41.65s | 2.51MB] loaded patient 9176
  |   | [42.68s | 2.56MB] loaded patient 13106
  |   | [44.15s | 2.67MB] loaded patient 9037
  |   | [44.21s | 2.62MB] loaded patient 12242
  |   | [46.82s | 2.80MB] loaded patient 13691
  |   | [47.40s | 2.89MB] loaded patient 9257
  |   | [16.77s | 1.01MB] loaded patient 14213
  |   | [42.11s | 2.55MB] loaded patient 12955
  |   | [38.05s | 2.26MB] loaded patient 12930
  |   | [48.27s | 2.92MB] loaded patient 16166
  |   | [51.81s | 3.10MB] loaded patient 10260
  |   | [45.79s | 2.79MB] loaded patient 15515
  |   | [27.97s | 1.70MB] loaded patient 14188
  |   | [7.64s | 0.46MB] loaded patient 16167
  |   | [34.16s | 2.09MB] loaded patient 10293
  |   | [22.83s | 1.35MB] loaded patient 9383
  |   | [32.35s | 1.95MB] loaded patient 12870
  |   | [33.71s | 2.04MB] loaded patient 10254
  |   | [55.14s | 3.36MB] loaded patient 9259
  |   | [33.11s | 1.98MB] loaded patient 9291
  |   | [57.41s | 3.46MB] loaded patient 13613
  |   | [13.50s | 0.82MB] loaded patient 14209
  |   | [57.74s | 3.45MB] loaded patient 15473
  |   | [13.91s | 0.84MB] loaded patient 13617
  |   | [3.65s | 0.22MB] loaded patient 9262
  |   | [60.13s | 3.63MB] loaded patient 13019
  |   | [60.48s | 3.65MB] loaded patient 14154
  |   | [9.22s | 0.57MB] loaded patient 9035
  |   | [61.30s | 3.70MB] loaded patient 9225
  |   | [46.27s | 2.74MB] loaded patient 12810
  |   | [48.35s | 2.89MB] loaded patient 10264
  |   | [32.46s | 1.95MB] loaded patient 9227
  |   | [65.46s | 3.94MB] loaded patient 8867
  |   | [12.69s | 0.76MB] loaded patient 16569
  |   | [11.06s | 0.66MB] loaded patient 12881
  |   | [7.28s | 0.44MB] loaded patient 12871
  |   | [15.36s | 0.93MB] loaded patient 13020
  |   | [35.07s | 2.09MB] loaded patient 9023
  |   | [38.89s | 2.32MB] loaded patient 9261
  |   | [23.08s | 1.39MB] loaded patient 12898
  |   | [46.91s | 2.81MB] loaded patient 9254
  |   | [40.64s | 2.46MB] loaded patient 10306
  |   | [8.68s | 0.54MB] loaded patient 12892
  |   | [74.08s | 4.47MB] loaded patient 9320
  |   | [4.71s | 0.28MB] loaded patient 9175
  |   | [32.25s | 1.94MB] loaded patient 12949
  |   | [46.68s | 2.74MB] loaded patient 10269
  |   | [81.51s | 4.88MB] loaded patient 10290
  |   | [6.40s | 0.39MB] loaded patient 12948
  |   | [83.99s | 5.03MB] loaded patient 14211
  |   | [43.29s | 2.63MB] loaded patient 12752
  |   | [54.90s | 3.35MB] loaded patient 12878
  |   | [12.41s | 0.75MB] loaded patient 13403
  |   | [90.24s | 5.45MB] loaded patient 10308
  |   | [42.52s | 2.54MB] loaded patient 10275
  |   | [16.91s | 0.98MB] loaded patient 12879
  |   | [91.08s | 5.47MB] loaded patient 10288
  |   | [83.42s | 5.06MB] loaded patient 16165
  |   | [39.54s | 2.39MB] loaded patient 10307
  |   | [94.48s | 5.63MB] loaded patient 13693
  |   | [39.42s | 2.35MB] loaded patient 8914
  |   | [44.71s | 2.69MB] loaded patient 12820
  |   | [75.42s | 4.51MB] loaded patient 14155
  |   | [67.75s | 4.06MB] loaded patient 10279
  |   | [36.99s | 2.24MB] loaded patient 12817
  |   | [18.13s | 1.08MB] loaded patient 15633
  |   | [44.03s | 2.65MB] loaded patient 9177
  |   | [80.88s | 4.81MB] loaded patient 12934
  |   | [13.69s | 0.82MB] loaded patient 13688
  |   | [18.43s | 1.10MB] loaded patient 15632
  |   | [48.53s | 2.91MB] loaded patient 10291
  |   | [28.01s | 1.70MB] loaded patient 12824
  |   | [10.59s | 0.63MB] loaded patient 12877
  |   | [45.65s | 2.72MB] loaded patient 12951
  |   | [32.15s | 1.94MB] loaded patient 15634
  |   | [45.69s | 2.76MB] loaded patient 9250
  |   | [64.42s | 3.92MB] loaded patient 9029
  |   | [6.24s | 0.37MB] loaded patient 12933
  |   | [70.83s | 4.34MB] loaded patient 10262
  |   | [44.56s | 2.66MB] loaded patient 15840
  |   | [76.81s | 4.64MB] loaded patient 12880
  |   | [14.93s | 0.90MB] loaded patient 16555
  |   | [19.18s | 1.12MB] loaded patient 10256
  |   | [47.66s | 2.87MB] loaded patient 13021
  |   | [36.70s | 2.20MB] loaded patient 16570
  |   | [63.59s | 3.81MB] loaded patient 9123
  |   | [31.24s | 1.87MB] loaded patient 12872
  |   | [16.95s | 1.04MB] loaded patient 14306
  |   | [69.17s | 4.18MB] loaded patient 8974
  |   | [48.08s | 2.91MB] loaded patient 13694
  |   | [56.63s | 3.43MB] loaded patient 9173
  |   | [59.34s | 3.58MB] loaded patient 10300
  |   | [83.40s | 5.05MB] loaded patient 10299
  |   | [66.79s | 4.03MB] loaded patient 9265
  |   | [14.43s | 0.87MB] loaded patient 9260
  |   | [38.00s | 2.29MB] loaded patient 10277
  |   | [28.31s | 1.72MB] loaded patient 9135
  |   | [46.83s | 2.79MB] loaded patient 15902
  |   | [22.02s | 1.38MB] loaded patient 14210
  |   | [64.73s | 3.90MB] loaded patient 9077
  |   | [25.08s | 1.53MB] loaded patient 15514
  |   | [28.36s | 1.68MB] loaded patient 12893
  |   | [27.22s | 1.67MB] loaded patient 8980
  |   | [10.96s | 0.65MB] loaded patient 10255
  |   | [69.17s | 4.13MB] loaded patient 12910
  |   | [19.79s | 1.19MB] loaded patient 8955
  |   | [38.51s | 2.29MB] loaded patient 8913
  |   | [49.01s | 2.94MB] loaded patient 12935
  |   | [70.91s | 4.29MB] loaded patient 9078
  |   | [42.59s | 2.55MB] loaded patient 15510
  |   | [70.36s | 4.28MB] loaded patient 9075
  |   | [23.65s | 1.46MB] loaded patient 9125
  |   | [22.51s | 1.36MB] loaded patient 13401
  |   | [34.84s | 2.11MB] loaded patient 10274
  |   | [20.72s | 1.26MB] loaded patient 12886
  |   | [61.73s | 3.70MB] loaded patient 9290
  |   | [23.71s | 1.41MB] loaded patient 12931
  |   | [19.18s | 1.15MB] loaded patient 14082
  |   | [28.85s | 1.72MB] loaded patient 16554
  |   | [37.27s | 2.21MB] loaded patient 9076
  |   | [57.22s | 3.46MB] loaded patient 9178
  |   | [30.36s | 1.83MB] loaded patient 13025
  |   | [16.45s | 1.00MB] loaded patient 9319
  |   | [61.18s | 3.70MB] loaded patient 8918
  |   | [32.12s | 1.93MB] loaded patient 14304
  |   | [28.69s | 1.71MB] loaded patient 12932
  |   | [39.02s | 2.34MB] loaded patient 8917
  |   | [49.76s | 3.00MB] loaded patient 9381
  |   | [45.29s | 2.71MB] loaded patient 9325
  |   | [16.17s | 0.94MB] loaded patient 12882
  |   | [14.74s | 0.87MB] loaded patient 12748
  |   | [22.06s | 1.32MB] loaded patient 10253
  |   | [25.12s | 1.52MB] loaded patient 10257
  |   | [24.51s | 1.46MB] loaded patient 8950
  |   | [9.54s | 0.57MB] loaded patient 15839
  |   | [72.77s | 4.36MB] loaded patient 10305
  |   | [34.51s | 2.07MB] loaded patient 12897
  |   | [42.08s | 2.58MB] loaded patient 9181
  |   | [49.86s | 2.96MB] loaded patient 10285
  |   | [54.20s | 3.23MB] loaded patient 10303
  |   | [63.00s | 3.87MB] loaded patient 12818
  |   | [26.42s | 1.59MB] loaded patient 13461
  |   | [41.29s | 2.48MB] loaded patient 14192
  |   | [6.29s | 0.38MB] loaded patient 12929
  |   | [24.73s | 1.49MB] loaded patient 14321
  |   | [59.26s | 3.57MB] loaded patient 10292
  |   | [71.92s | 4.36MB] loaded patient 12751
  |   | [12.07s | 0.72MB] loaded patient 13018
  |   | [52.60s | 3.22MB] loaded patient 12626
  |   | [69.58s | 4.21MB] loaded patient 13462
  |   | [42.73s | 2.46MB] loaded patient 13459
  |   | [64.76s | 3.89MB] loaded patient 12819
  |   | [62.72s | 3.82MB] loaded patient 9126
  |   | [49.59s | 2.96MB] loaded patient 9036
  |   | [75.84s | 4.57MB] loaded patient 10302
  |   | [54.05s | 3.26MB] loaded patient 13616
  |   | [28.79s | 1.73MB] loaded patient 14153
  |   | [33.13s | 2.00MB] loaded patient 9043
  |   | [84.07s | 5.06MB] loaded patient 10268
  |   | [26.80s | 1.63MB] loaded patient 16553
  |   | [47.37s | 2.92MB] loaded patient 12905
  |   | [25.60s | 1.55MB] loaded patient 10261
  |   | [62.46s | 3.92MB] loaded patient 13916
  |   | [14.19s | 0.94MB] loaded patient 13666
  |   | [86.34s | 5.23MB] loaded patient 9323
  |   | [51.29s | 3.11MB] loaded patient 13400
  |   | [12.44s | 0.75MB] loaded patient 9321
  |   | [20.25s | 1.22MB] loaded patient 12896
  |   | [34.73s | 2.49MB] loaded patient 15903
  |   | [41.74s | 2.80MB] loaded patient 9266
  |   | [10.85s | 0.88MB] loaded patient 16533
  |   | [61.35s | 4.08MB] loaded patient 12906
  |   | [18.80s | 1.41MB] loaded patient 13689
  |   | [83.11s | 5.24MB] loaded patient 16551
  |   | [55.29s | 3.42MB] loaded patient 12867
  |   | [49.27s | 3.52MB] loaded patient 10259
  |   | [33.72s | 2.14MB] loaded patient 14079
  |   | [38.63s | 2.54MB] loaded patient 8864
  |   | [4.65s | 0.53MB] loaded patient 15512
  |   | [34.17s | 2.46MB] loaded patient 12900
  |   | [48.63s | 3.10MB] loaded patient 15516
  |   | [81.11s | 5.22MB] loaded patient 10272
  |   | [79.21s | 4.80MB] loaded patient 10273
  |   | [37.81s | 2.37MB] loaded patient 14305
  |   | [57.43s | 4.08MB] loaded patient 12894
  |   | [52.82s | 3.36MB] loaded patient 14156
  |   | [25.35s | 1.99MB] loaded patient 12947
  |   | [52.30s | 3.33MB] loaded patient 12821
  |   | [47.05s | 2.98MB] loaded patient 12911
  |   | [40.86s | 2.94MB] loaded patient 9255
  |   | [32.64s | 3.06MB] loaded patient 13022
  |   | [61.29s | 4.19MB] loaded patient 12749
  |   | [19.86s | 1.60MB] loaded patient 16014
  |   | [67.82s | 4.64MB] loaded patient 12954
  |   | [26.46s | 2.07MB] loaded patient 12868
  |   | [17.66s | 1.95MB] loaded patient 13024
  |   | [11.20s | 1.15MB] loaded patient 9228
  |   | [30.39s | 2.25MB] loaded patient 10276
  |   | [19.21s | 1.90MB] loaded patient 13402
  |   | [17.95s | 2.06MB] loaded patient 9081
  |   | [30.12s | 2.68MB] loaded patient 8984
  |   | [26.37s | 2.48MB] loaded patient 13591
  |   | [70.16s | 5.30MB] loaded patient 8975
  |   | [76.70s | 5.52MB] loaded patient 16550
  |   | [58.56s | 4.38MB] loaded patient 8956
  |   | [35.07s | 3.37MB] loaded patient 14157
  |   | [46.75s | 4.03MB] loaded patient 12895
  |   | [20.35s | 2.15MB] loaded patient 10295
  |   | [40.94s | 3.22MB] loaded patient 14191
  |   | [22.54s | 2.23MB] loaded patient 9256
  |   | [45.78s | 3.96MB] loaded patient 9382
  |   | [22.55s | 2.50MB] loaded patient 12908
  |   | [34.14s | 3.53MB] loaded patient 12890
  |   | [20.37s | 2.28MB] loaded patient 14190
  |   | [25.42s | 2.84MB] loaded patient 9345
  |   | [24.48s | 2.81MB] loaded patient 9226
  |   | [32.38s | 3.44MB] loaded patient 12750
  |   | [34.64s | 3.91MB] loaded patient 15472
  |   | [23.11s | 2.71MB] loaded patient 12826
  |   | Combining thread results...
  | [275.16s | 610.31MB] 254189 images (100.0%) sampled from 254 patients
  | Loading Images...
  |   | [3.27s | 0.36MB] loaded patient 16895
  |   | [3.84s | 0.37MB] loaded patient 16552
  |   | [3.84s | 0.41MB] loaded patient 8916
  |   | [5.19s | 0.52MB] loaded patient 9174
  |   | [6.07s | 0.67MB] loaded patient 12873
  |   | [7.85s | 0.85MB] loaded patient 8959
  |   | [8.17s | 0.88MB] loaded patient 12875
  |   | [11.42s | 1.19MB] loaded patient 13404
  |   | [13.27s | 1.47MB] loaded patient 12891
  |   | [13.33s | 1.44MB] loaded patient 9258
  |   | [13.75s | 1.58MB] loaded patient 9267
  |   | [14.03s | 1.61MB] loaded patient 13460
  |   | [18.55s | 2.00MB] loaded patient 9073
  |   | [20.55s | 2.34MB] loaded patient 8863
  |   | [21.36s | 2.37MB] loaded patient 12823
  |   | [21.82s | 2.41MB] loaded patient 14189
  |   | [22.50s | 2.50MB] loaded patient 9324
  |   | [22.63s | 2.52MB] loaded patient 12907
  |   | [23.82s | 2.71MB] loaded patient 16896
  |   | [25.30s | 2.78MB] loaded patient 10278
  |   | [28.59s | 3.27MB] loaded patient 9346
  |   | [30.67s | 3.40MB] loaded patient 10301
  |   | [35.56s | 3.50MB] loaded patient 9322
  |   | [40.74s | 4.48MB] loaded patient 16085
  |   | [42.44s | 4.86MB] loaded patient 10282
  |   | Combining thread results...
  | [43.24s | 50.50MB] 21033 images (100.0%) sampled from 25 patients
  | [21.78s | 0.00MB] RFF SVC Computed
  | Running test data:
  |   | Incorrect labels: 3587 (17.1%)
  |   | Correct labels: 17446 (82.9)%
  |   | False positive: 1416
  |   | False negative: 2171
  |   | True positive: 3195
  |   | True negative: 14251
  | [0.19s] 21033 tests run
  | Running test data:
  |   | Incorrect labels: 48335 (19.0%)
  |   | Correct labels: 205854 (81.0)%
  |   | False positive: 15550
  |   | False negative: 32785
  |   | True positive: 40617
  |   | True negative: 165237
  | [2.37s] 254189 tests run
[350.73s] Program finished.
(sk) nid00009(379)$