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qw3rtman/gist:034f7a0fd6045b3a04912c35b7a0bc48

Created December 10, 2018 08:25
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trace for rbfsvm ptrain=0.2 ptest=1.0 fdim=300 n=7 kernel=L; 16.7% error
Raw
gistfile1.txt
(sk) nid00009(377)$ python rffsvm.py ptrain=0.2 ptest=1.0 n=7 fdim=300
Random Fourier Feature Support Vector Classifier
| [0.03s | 0.01MB] 7->300 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s] error loading patient 14078: all the input arrays must have same number of dimensions
| | [0.02s | 0.06MB] loaded patient 8957
| | [0.03s | 0.06MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
| | [0.03s | 0.12MB] loaded patient 13458
| | [0.04s | 0.15MB] loaded patient 9347
| | [0.03s | 0.12MB] loaded patient 12811
| | [0.04s | 0.18MB] loaded patient 13687
| | [0.04s | 0.15MB] loaded patient 9124
| | [0.04s | 0.15MB] loaded patient 14081
| | [0.04s | 0.12MB] loaded patient 13023
| | [0.04s | 0.21MB] loaded patient 10258
| | [0.05s | 0.21MB] loaded patient 13692
| | [0.04s | 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 12901
| | [0.06s | 0.27MB] loaded patient 16568
| | [0.07s | 0.36MB] loaded patient 9037
| | [0.07s | 0.30MB] loaded patient 10304
| | [0.03s | 0.12MB] loaded patient 12883
| | [0.07s | 0.33MB] loaded patient 9041
| | [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
| | [0.09s | 0.45MB] loaded patient 9259
| | [0.06s | 0.27MB] loaded patient 12869
| | [0.08s | 0.33MB] loaded patient 13106
| | [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
| | [0.09s | 0.48MB] loaded patient 14154
| | [0.09s | 0.48MB] loaded patient 13019
| | [0.09s | 0.42MB] loaded patient 9257
| | [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
| | [0.05s | 0.18MB] loaded patient 9383
| | [0.07s | 0.27MB] loaded patient 10254
| | [0.06s | 0.27MB] loaded patient 9291
| | [0.04s | 0.15MB] loaded patient 14209
| | [0.06s | 0.27MB] loaded patient 12870
| | [0.09s | 0.36MB] loaded patient 16166
| | [0.06s | 0.24MB] loaded patient 14188
| | [0.02s | 0.06MB] loaded patient 16167
| | [0.08s | 0.33MB] loaded patient 12930
| | [0.11s | 0.51MB] loaded patient 8867
| | [0.03s | 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
| | [0.13s | 0.66MB] loaded patient 14211
| | [0.13s | 0.63MB] loaded patient 10290
| | [0.14s | 0.69MB] loaded patient 10308
| | [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
| | [0.15s | 0.72MB] loaded patient 10288
| | [0.08s | 0.33MB] loaded patient 10306
| | [0.09s | 0.39MB] loaded patient 10269
| | [0.04s | 0.15MB] loaded patient 16569
| | [0.13s | 0.60MB] loaded patient 9320
| | [0.06s | 0.27MB] loaded patient 9023
| | [0.15s | 0.66MB] loaded patient 13693
| | [0.08s | 0.36MB] loaded patient 12752
| | [0.03s | 0.09MB] loaded patient 12871
| | [0.10s | 0.45MB] loaded patient 12878
| | [0.08s | 0.30MB] loaded patient 8914
| | [0.04s | 0.15MB] loaded patient 13020
| | [0.06s | 0.27MB] loaded patient 12949
| | [0.06s | 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
| | [0.13s | 0.60MB] loaded patient 14155
| | [0.03s | 0.09MB] loaded patient 9175
| | [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
| | [0.08s | 0.33MB] loaded patient 10275
| | [0.08s | 0.36MB] loaded patient 9177
| | [0.13s | 0.60MB] loaded patient 12880
| | [0.09s | 0.39MB] loaded patient 10291
| | [0.04s | 0.15MB] loaded patient 13403
| | [0.04s | 0.15MB] loaded patient 16555
| | [0.09s | 0.39MB] loaded patient 13694
| | [0.12s | 0.54MB] loaded patient 8974
| | [0.06s | 0.27MB] loaded patient 15634
| | [0.12s | 0.54MB] loaded patient 12910
| | [0.07s | 0.30MB] loaded patient 8913
| | [0.08s | 0.36MB] loaded patient 15840
| | [0.09s | 0.39MB] loaded patient 12951
| | [0.10s | 0.48MB] loaded patient 9173
| | [0.11s | 0.51MB] loaded patient 9123
| | [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
| | [0.05s | 0.18MB] loaded patient 10256
| | [0.14s | 0.66MB] loaded patient 10299
| | [0.11s | 0.48MB] loaded patient 10300
| | [0.04s | 0.12MB] loaded patient 12877
| | [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
| | [0.04s | 0.15MB] loaded patient 9260
| | [0.05s | 0.21MB] loaded patient 15514
| | [0.06s | 0.24MB] loaded patient 8980
| | [0.11s | 0.51MB] loaded patient 8918
| | [0.06s | 0.27MB] loaded patient 12872
| | [0.09s | 0.39MB] loaded patient 15902
| | [0.05s | 0.21MB] loaded patient 14210
| | [0.03s | 0.09MB] loaded patient 10255
| | [0.06s | 0.24MB] loaded patient 12893
| | [0.11s | 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
| | [0.10s | 0.45MB] loaded patient 9178
| | [0.05s | 0.21MB] loaded patient 13401
| | [0.12s | 0.57MB] loaded patient 9075
| | [0.13s | 0.57MB] loaded patient 10305
| | [0.05s | 0.18MB] loaded patient 12886
| | [0.04s | 0.15MB] loaded patient 14082
| | [0.05s | 0.21MB] loaded patient 12931
| | [0.08s | 0.33MB] loaded patient 9076
| | [0.06s | 0.24MB] loaded patient 16554
| | [0.06s | 0.24MB] loaded patient 13025
| | [0.09s | 0.36MB] loaded patient 9381
| | [0.08s | 0.36MB] loaded patient 15510
| | [0.07s | 0.27MB] loaded patient 14304
| | [0.08s | 0.36MB] loaded patient 9325
| | [0.06s | 0.27MB] loaded patient 12932
| | [0.04s | 0.15MB] loaded patient 9319
| | [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
| | [0.05s | 0.21MB] loaded patient 8950
| | [0.03s | 0.12MB] 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
| | [0.08s | 0.33MB] loaded patient 14192
| | [0.12s | 0.57MB] loaded patient 12751
| | [0.09s | 0.42MB] loaded patient 12626
| | [0.05s | 0.21MB] loaded patient 13461
| | [0.02s | 0.06MB] loaded patient 12929
| | [0.03s | 0.12MB] loaded patient 15839
| | [0.11s | 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
| | [0.03s | 0.12MB] loaded patient 13018
| | [0.09s | 0.42MB] loaded patient 9036
| | [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
| | [0.13s | 0.60MB] loaded patient 10302
| | [0.06s | 0.27MB] loaded patient 14153
| | [0.09s | 0.39MB] loaded patient 12905
| | [0.09s | 0.42MB] loaded patient 13400
| | [0.14s | 0.66MB] loaded patient 16551
| | [0.10s | 0.45MB] loaded patient 13616
| | [0.09s | 0.39MB] loaded patient 9266
| | [0.05s | 0.21MB] loaded patient 10261
| | [0.05s | 0.18MB] loaded patient 12896
| | [0.12s | 0.51MB] loaded patient 12906
| | [0.10s | 0.45MB] loaded patient 12867
| | [0.15s | 0.69MB] loaded patient 10272
| | [0.06s | 0.24MB] loaded patient 16553
| | [0.04s | 0.15MB] loaded patient 13666
| | [0.14s | 0.66MB] loaded patient 10273
| | [0.07s | 0.30MB] loaded patient 14079
| | [0.04s | 0.12MB] loaded patient 9321
| | [0.08s | 0.36MB] loaded patient 15903
| | [0.03s | 0.06MB] loaded patient 16552
| | [0.03s | 0.09MB] loaded patient 8916
| | [0.12s | 0.54MB] loaded patient 12749
| | [0.10s | 0.48MB] loaded patient 10259
| | [0.04s | 0.15MB] loaded patient 16533
| | [0.05s | 0.21MB] loaded patient 13689
| | [0.09s | 0.42MB] loaded patient 15516
| | [0.10s | 0.45MB] loaded patient 12821
| | [0.07s | 0.33MB] loaded patient 14305
| | [0.07s | 0.33MB] loaded patient 12900
| | [0.03s | 0.12MB] loaded patient 12873
| | [0.04s | 0.15MB] loaded patient 8959
| | [0.03s | 0.09MB] loaded patient 16895
| | [0.09s | 0.42MB] loaded patient 12911
| | [0.03s | 0.09MB] loaded patient 15512
| | [0.10s | 0.45MB] loaded patient 14156
| | [0.07s | 0.30MB] loaded patient 10276
| | [0.11s | 0.54MB] loaded patient 12894
| | [0.06s | 0.27MB] loaded patient 12947
| | [0.08s | 0.39MB] loaded patient 8864
| | [0.13s | 0.57MB] loaded patient 12954
| | [0.08s | 0.36MB] loaded patient 8984
| | [0.06s | 0.27MB] loaded patient 9073
| | [0.05s | 0.21MB] loaded patient 9258
| | [0.06s | 0.27MB] loaded patient 12868
| | [0.05s | 0.21MB] loaded patient 12891
| | [0.04s | 0.18MB] loaded patient 13404
| | [0.04s | 0.18MB] loaded patient 9228
| | [0.08s | 0.39MB] loaded patient 9255
| | [0.08s | 0.42MB] loaded patient 13022
| | [0.14s | 0.72MB] loaded patient 16550
| | [0.07s | 0.33MB] loaded patient 8863
| | [0.06s | 0.33MB] loaded patient 14189
| | [0.11s | 0.57MB] loaded patient 8956
| | [0.05s | 0.21MB] loaded patient 16014
| | [0.07s | 0.36MB] loaded patient 12907
| | [0.13s | 0.69MB] loaded patient 8975
| | [0.09s | 0.45MB] loaded patient 14191
| | [0.11s | 0.54MB] loaded patient 9382
| | [0.07s | 0.36MB] loaded patient 13591
| | [0.02s | 0.09MB] loaded patient 9174
| | [0.06s | 0.30MB] loaded patient 10295
| | [0.05s | 0.27MB] loaded patient 13024
| | [0.05s | 0.30MB] loaded patient 9256
| | [0.10s | 0.54MB] loaded patient 12895
| | [0.08s | 0.39MB] loaded patient 14157
| | [0.05s | 0.27MB] loaded patient 9081
| | [0.05s | 0.27MB] loaded patient 13402
| | [0.04s | 0.24MB] loaded patient 13460
| | [0.06s | 0.36MB] loaded patient 10278
| | [0.02s | 0.15MB] loaded patient 12875
| | [0.04s | 0.33MB] loaded patient 12823
| | [0.05s | 0.33MB] loaded patient 12908
| | [0.04s | 0.30MB] loaded patient 14190
| | [0.05s | 0.39MB] loaded patient 9345
| | [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
| | [0.04s | 0.45MB] loaded patient 9322
| | [0.05s | 0.48MB] loaded patient 12750
| | [0.03s | 0.36MB] loaded patient 12826
| | [0.03s | 0.39MB] loaded patient 16896
| | [0.05s | 0.45MB] loaded patient 15472
| | [0.03s | 0.36MB] loaded patient 9226
| | [0.03s | 0.45MB] loaded patient 10301
| | [0.01s | 0.24MB] loaded patient 9267
| | Combining thread results...
| [7.21s | 90.69MB] 3023 images (1.0%) sampled from 279 patients
| [1.02s] Generated K Means model (n=7)
| Loading Images...
| | [0.63s | 0.03MB] loaded patient 16534
| | [0.84s | 0.06MB] loaded patient 8957
| | [1.24s | 0.07MB] loaded patient 12241
| | [1.24s | 0.07MB] loaded patient 12876
| | [1.57s | 0.10MB] loaded patient 14078
| | [1.66s | 0.10MB] loaded patient 14212
| | [1.87s | 0.11MB] loaded patient 13023
| | [1.98s | 0.12MB] loaded patient 12811
| | [2.64s | 0.16MB] loaded patient 14081
| | [3.06s | 0.18MB] loaded patient 13458
| | [3.18s | 0.19MB] loaded patient 9347
| | [3.64s | 0.22MB] loaded patient 13687
| | [3.69s | 0.22MB] loaded patient 9124
| | [4.16s | 0.25MB] loaded patient 9022
| | [4.27s | 0.26MB] loaded patient 15471
| | [4.30s | 0.26MB] loaded patient 9344
| | [4.31s | 0.26MB] loaded patient 10258
| | [4.86s | 0.29MB] loaded patient 13692
| | [4.86s | 0.30MB] loaded patient 8951
| | [4.96s | 0.28MB] loaded patient 9083
| | [3.75s | 0.23MB] loaded patient 16532
| | [5.63s | 0.34MB] loaded patient 8865
| | [6.05s | 0.37MB] loaded patient 12822
| | [6.14s | 0.39MB] loaded patient 12901
| | [6.24s | 0.37MB] loaded patient 12884
| | [2.04s | 0.12MB] loaded patient 16531
| | [6.38s | 0.38MB] loaded patient 12909
| | [2.72s | 0.16MB] loaded patient 12883
| | [6.57s | 0.40MB] loaded patient 16568
| | [1.32s | 0.08MB] loaded patient 9044
| | [6.96s | 0.43MB] loaded patient 10304
| | [7.02s | 0.42MB] loaded patient 15513
| | [5.04s | 0.30MB] loaded patient 10286
| | [6.28s | 0.38MB] loaded patient 12869
| | [8.34s | 0.50MB] loaded patient 9041
| | [8.44s | 0.50MB] loaded patient 9176
| | [8.67s | 0.52MB] loaded patient 13106
| | [8.69s | 0.52MB] loaded patient 12242
| | [8.71s | 0.54MB] loaded patient 9037
| | [9.34s | 0.56MB] loaded patient 13691
| | [7.54s | 0.46MB] loaded patient 12930
| | [3.35s | 0.20MB] loaded patient 14213
| | [9.68s | 0.58MB] loaded patient 9257
| | [8.50s | 0.51MB] loaded patient 12955
| | [10.37s | 0.62MB] loaded patient 10260
| | [5.58s | 0.34MB] loaded patient 14188
| | [9.34s | 0.56MB] loaded patient 15515
| | [10.03s | 0.59MB] loaded patient 16166
| | [1.59s | 0.10MB] loaded patient 16167
| | [6.71s | 0.41MB] loaded patient 10254
| | [4.70s | 0.27MB] loaded patient 9383
| | [11.14s | 0.67MB] loaded patient 9259
| | [7.03s | 0.42MB] loaded patient 10293
| | [11.38s | 0.69MB] loaded patient 15473
| | [6.66s | 0.40MB] loaded patient 9291
| | [2.85s | 0.17MB] loaded patient 13617
| | [6.62s | 0.39MB] loaded patient 12870
| | [2.90s | 0.17MB] loaded patient 14209
| | [0.78s | 0.04MB] loaded patient 9262
| | [11.72s | 0.69MB] loaded patient 13613
| | [11.99s | 0.73MB] loaded patient 13019
| | [9.00s | 0.55MB] loaded patient 12810
| | [12.15s | 0.74MB] loaded patient 9225
| | [1.91s | 0.12MB] loaded patient 9035
| | [12.60s | 0.73MB] loaded patient 14154
| | [9.70s | 0.58MB] loaded patient 10264
| | [13.05s | 0.79MB] loaded patient 8867
| | [6.58s | 0.39MB] loaded patient 9227
| | [2.59s | 0.16MB] loaded patient 16569
| | [7.64s | 0.47MB] loaded patient 9261
| | [3.14s | 0.19MB] loaded patient 13020
| | [2.20s | 0.13MB] loaded patient 12881
| | [9.17s | 0.56MB] loaded patient 9254
| | [6.98s | 0.42MB] loaded patient 9023
| | [1.51s | 0.09MB] loaded patient 12871
| | [4.74s | 0.28MB] loaded patient 12898
| | [8.15s | 0.49MB] loaded patient 10306
| | [1.81s | 0.11MB] loaded patient 12892
| | [9.32s | 0.55MB] loaded patient 10269
| | [0.96s | 0.06MB] loaded patient 9175
| | [6.53s | 0.39MB] loaded patient 12949
| | [15.43s | 0.91MB] loaded patient 9320
| | [16.28s | 0.98MB] loaded patient 10290
| | [16.41s | 1.01MB] loaded patient 14211
| | [1.33s | 0.08MB] loaded patient 12948
| | [8.96s | 0.53MB] loaded patient 12752
| | [11.36s | 0.68MB] loaded patient 12878
| | [2.49s | 0.15MB] loaded patient 13403
| | [8.44s | 0.51MB] loaded patient 10275
| | [3.31s | 0.20MB] loaded patient 12879
| | [18.24s | 1.09MB] loaded patient 10308
| | [16.79s | 1.02MB] loaded patient 16165
| | [18.80s | 1.12MB] loaded patient 13693
| | [7.77s | 0.46MB] loaded patient 8914
| | [18.97s | 1.10MB] loaded patient 10288
| | [8.17s | 0.48MB] loaded patient 10307
| | [15.10s | 0.91MB] loaded patient 14155
| | [9.00s | 0.54MB] loaded patient 12820
| | [13.21s | 0.81MB] loaded patient 10279
| | [15.86s | 0.96MB] loaded patient 12934
| | [3.57s | 0.22MB] loaded patient 15633
| | [7.52s | 0.45MB] loaded patient 12817
| | [8.80s | 0.53MB] loaded patient 9177
| | [3.61s | 0.22MB] loaded patient 15632
| | [2.19s | 0.13MB] loaded patient 12877
| | [9.68s | 0.58MB] loaded patient 10291
| | [2.98s | 0.17MB] loaded patient 13688
| | [5.68s | 0.34MB] loaded patient 12824
| | [8.94s | 0.55MB] loaded patient 12951
| | [9.10s | 0.55MB] loaded patient 9250
| | [6.44s | 0.39MB] loaded patient 15634
| | [13.09s | 0.79MB] loaded patient 9029
| | [15.36s | 0.93MB] loaded patient 12880
| | [1.16s | 0.07MB] loaded patient 12933
| | [9.55s | 0.58MB] loaded patient 13021
| | [8.83s | 0.53MB] loaded patient 15840
| | [3.00s | 0.18MB] loaded patient 16555
| | [3.73s | 0.23MB] loaded patient 10256
| | [14.49s | 0.87MB] loaded patient 10262
| | [6.25s | 0.38MB] loaded patient 12872
| | [7.48s | 0.44MB] loaded patient 16570
| | [12.71s | 0.77MB] loaded patient 9123
| | [3.54s | 0.21MB] loaded patient 14306
| | [16.06s | 1.01MB] loaded patient 10299
| | [13.95s | 0.84MB] loaded patient 8974
| | [9.80s | 0.59MB] loaded patient 13694
| | [11.24s | 0.67MB] loaded patient 9173
| | [2.93s | 0.18MB] loaded patient 9260
| | [13.63s | 0.81MB] loaded patient 9265
| | [12.00s | 0.72MB] loaded patient 10300
| | [7.64s | 0.46MB] loaded patient 10277
| | [9.35s | 0.56MB] loaded patient 15902
| | [4.64s | 0.28MB] loaded patient 14210
| | [5.64s | 0.35MB] loaded patient 9135
| | [13.06s | 0.78MB] loaded patient 9077
| | [2.23s | 0.13MB] loaded patient 10255
| | [5.33s | 0.31MB] loaded patient 15514
| | [5.57s | 0.34MB] loaded patient 12893
| | [5.58s | 0.34MB] loaded patient 8980
| | [13.71s | 0.83MB] loaded patient 12910
| | [7.44s | 0.46MB] loaded patient 8913
| | [9.58s | 0.59MB] loaded patient 12935
| | [3.97s | 0.24MB] loaded patient 8955
| | [4.54s | 0.27MB] loaded patient 13401
| | [6.91s | 0.42MB] loaded patient 10274
| | [14.54s | 0.86MB] loaded patient 9078
| | [4.94s | 0.29MB] loaded patient 9125
| | [14.40s | 0.86MB] loaded patient 9075
| | [9.02s | 0.51MB] loaded patient 15510
| | [12.27s | 0.74MB] loaded patient 9290
| | [5.73s | 0.35MB] loaded patient 16554
| | [4.18s | 0.25MB] loaded patient 12886
| | [4.75s | 0.29MB] loaded patient 12931
| | [7.49s | 0.45MB] loaded patient 9076
| | [3.81s | 0.23MB] loaded patient 14082
| | [3.33s | 0.20MB] loaded patient 9319
| | [12.30s | 0.74MB] loaded patient 8918
| | [6.10s | 0.37MB] loaded patient 13025
| | [11.41s | 0.69MB] loaded patient 9178
| | [6.45s | 0.39MB] loaded patient 14304
| | [5.64s | 0.34MB] loaded patient 12932
| | [10.01s | 0.60MB] loaded patient 9381
| | [7.92s | 0.47MB] loaded patient 8917
| | [3.16s | 0.19MB] loaded patient 12882
| | [5.11s | 0.31MB] loaded patient 10257
| | [9.65s | 0.54MB] loaded patient 9325
| | [2.93s | 0.18MB] loaded patient 12748
| | [4.37s | 0.26MB] loaded patient 10253
| | [5.02s | 0.29MB] loaded patient 8950
| | [14.36s | 0.87MB] loaded patient 10305
| | [9.66s | 0.60MB] loaded patient 10285
| | [6.77s | 0.42MB] loaded patient 12897
| | [1.92s | 0.12MB] loaded patient 15839
| | [8.69s | 0.52MB] loaded patient 9181
| | [10.76s | 0.65MB] loaded patient 10303
| | [8.26s | 0.49MB] loaded patient 14192
| | [13.14s | 0.78MB] loaded patient 12818
| | [5.35s | 0.32MB] loaded patient 13461
| | [1.27s | 0.08MB] loaded patient 12929
| | [2.38s | 0.15MB] loaded patient 13018
| | [4.98s | 0.30MB] loaded patient 14321
| | [11.87s | 0.72MB] loaded patient 10292
| | [12.73s | 0.78MB] loaded patient 12819
| | [8.23s | 0.49MB] loaded patient 13459
| | [14.99s | 0.87MB] loaded patient 12751
| | [13.92s | 0.85MB] loaded patient 13462
| | [9.94s | 0.60MB] loaded patient 9036
| | [10.50s | 0.65MB] loaded patient 12626
| | [12.75s | 0.77MB] loaded patient 9126
| | [5.81s | 0.35MB] loaded patient 14153
| | [10.91s | 0.66MB] loaded patient 13616
| | [6.65s | 0.40MB] loaded patient 9043
| | [9.57s | 0.59MB] loaded patient 12905
| | [16.85s | 1.02MB] loaded patient 10268
| | [5.17s | 0.31MB] loaded patient 10261
| | [15.54s | 0.91MB] loaded patient 10302
| | [5.49s | 0.33MB] loaded patient 16553
| | [12.61s | 0.78MB] loaded patient 13916
| | [3.18s | 0.25MB] loaded patient 12896
| | [10.35s | 0.63MB] loaded patient 13400
| | [3.17s | 0.19MB] loaded patient 13666
| | [17.49s | 1.05MB] loaded patient 9323
| | [6.37s | 0.43MB] loaded patient 14079
| | [2.40s | 0.15MB] loaded patient 9321
| | [10.90s | 0.69MB] loaded patient 12867
| | [6.20s | 0.48MB] loaded patient 14305
| | [17.16s | 1.05MB] loaded patient 16551
| | [15.15s | 0.96MB] loaded patient 10273
| | [8.46s | 0.60MB] loaded patient 12911
| | [3.16s | 0.18MB] loaded patient 16533
| | [4.60s | 0.28MB] loaded patient 13689
| | [4.44s | 0.40MB] loaded patient 12947
| | [9.33s | 0.62MB] loaded patient 15516
| | [9.39s | 0.56MB] loaded patient 9266
| | [6.27s | 0.49MB] loaded patient 12900
| | [16.00s | 1.04MB] loaded patient 10272
| | [13.48s | 0.82MB] loaded patient 12906
| | [10.17s | 0.67MB] loaded patient 14156
| | [8.43s | 0.50MB] loaded patient 8864
| | [1.38s | 0.11MB] loaded patient 15512
| | [8.51s | 0.50MB] loaded patient 15903
| | [2.01s | 0.23MB] loaded patient 9228
| | [11.47s | 0.71MB] loaded patient 10259
| | [10.76s | 0.67MB] loaded patient 12821
| | [13.37s | 0.92MB] loaded patient 12954
| | [13.21s | 0.83MB] loaded patient 12749
| | [8.86s | 0.59MB] loaded patient 9255
| | [9.82s | 0.88MB] loaded patient 8956
| | [12.65s | 0.82MB] loaded patient 12894
| | [5.68s | 0.42MB] loaded patient 12868
| | [7.47s | 0.61MB] loaded patient 13022
| | [4.43s | 0.32MB] loaded patient 16014
| | [3.91s | 0.39MB] loaded patient 13024
| | [6.34s | 0.45MB] loaded patient 10276
| | [3.90s | 0.45MB] loaded patient 9256
| | [3.93s | 0.39MB] loaded patient 13402
| | [7.92s | 0.80MB] loaded patient 9382
| | [4.49s | 0.50MB] loaded patient 12908
| | [6.63s | 0.54MB] loaded patient 8984
| | [3.89s | 0.43MB] loaded patient 10295
| | [5.90s | 0.50MB] loaded patient 13591
| | [7.93s | 0.65MB] loaded patient 14191
| | [14.78s | 1.06MB] loaded patient 8975
| | [15.59s | 1.11MB] loaded patient 16550
| | [7.63s | 0.68MB] loaded patient 14157
| | [4.07s | 0.41MB] loaded patient 9081
| | [10.31s | 0.81MB] loaded patient 12895
| | [6.11s | 0.69MB] loaded patient 12750
| | [4.10s | 0.46MB] loaded patient 14190
| | [6.48s | 0.71MB] loaded patient 12890
| | [5.04s | 0.57MB] loaded patient 9345
| | [6.98s | 0.79MB] loaded patient 15472
| | [4.90s | 0.57MB] loaded patient 9226
| | [4.74s | 0.54MB] loaded patient 12826
| | Combining thread results...
| [55.42s | 122.54MB] 51036 images (20.0%) sampled from 254 patients
| Loading Images...
| | [3.90s | 0.37MB] loaded patient 16552
| | [4.60s | 0.36MB] loaded patient 16895
| | [5.06s | 0.41MB] loaded patient 8916
| | [5.94s | 0.67MB] loaded patient 12873
| | [6.16s | 0.52MB] loaded patient 9174
| | [8.91s | 0.85MB] loaded patient 8959
| | [9.50s | 0.88MB] loaded patient 12875
| | [12.26s | 1.19MB] loaded patient 13404
| | [14.55s | 1.44MB] loaded patient 9258
| | [14.94s | 1.47MB] loaded patient 12891
| | [15.36s | 1.61MB] loaded patient 13460
| | [15.54s | 1.58MB] loaded patient 9267
| | [19.70s | 2.00MB] loaded patient 9073
| | [22.33s | 2.34MB] loaded patient 8863
| | [22.62s | 2.37MB] loaded patient 12823
| | [22.97s | 2.52MB] loaded patient 12907
| | [23.04s | 2.50MB] loaded patient 9324
| | [23.45s | 2.41MB] loaded patient 14189
| | [25.52s | 2.78MB] loaded patient 10278
| | [26.00s | 2.71MB] loaded patient 16896
| | [30.66s | 3.27MB] loaded patient 9346
| | [31.31s | 3.50MB] loaded patient 9322
| | [31.80s | 3.40MB] loaded patient 10301
| | [40.74s | 4.48MB] loaded patient 16085
| | [43.21s | 4.86MB] loaded patient 10282
| | Combining thread results...
| [43.65s | 50.50MB] 21033 images (100.0%) sampled from 25 patients
| [3.71s | 0.00MB] RFF SVC Computed
| Running test data:
| | Incorrect labels: 3522 (16.7%)
| | Correct labels: 17511 (83.3)%
| | False positive: 1305
| | False negative: 2217
| | True positive: 3149
| | True negative: 14362
| [0.19s] 21033 tests run
| Running test data:
| | Incorrect labels: 9764 (19.1%)
| | Correct labels: 41272 (80.9)%
| | False positive: 3024
| | False negative: 6740
| | True positive: 8040
| | True negative: 33232
| [0.46s] 51036 tests run
[111.71s] Program finished.
(sk) nid00009(378)$ python rffsvm.py ptrain=0.2 ptest=1.0 n=7 fdim=300
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