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cnn_arch.log
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2017-01-22 22:16:31.673 INFO - Begin arch = 1 evaluation
2017-01-22 22:16:31.927 INFO - >>> Loading from cache scheduled
2017-01-22 22:16:31.932 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:16:31.943 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 22:17:11.961 INFO - Subject time: 40.0317 sec, approx time ramaining: 320.2535 sec
2017-01-22 22:17:11.989 INFO - Iteration 1:
2017-01-22 22:17:11.991 INFO - Classify accuracy - train: 0.8854 test: 0.7900
2017-01-22 22:17:11.995 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:17:12.000 INFO - >>> Loading from cache scheduled
2017-01-22 22:17:12.002 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:17:12.005 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 22:17:50.743 INFO - Subject time: 38.7493 sec, approx time ramaining: 271.2452 sec
2017-01-22 22:17:50.743 INFO - Iteration 2:
2017-01-22 22:17:50.743 INFO - Classify accuracy - train: 0.6979 test: 0.4806
2017-01-22 22:17:50.743 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:17:50.753 INFO - >>> Loading from cache scheduled
2017-01-22 22:17:50.754 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:17:50.754 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 22:18:29.537 INFO - Subject time: 38.7916 sec, approx time ramaining: 232.7494 sec
2017-01-22 22:18:29.537 INFO - Iteration 3:
2017-01-22 22:18:29.537 INFO - Classify accuracy - train: 0.9167 test: 0.8425
2017-01-22 22:18:29.537 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:18:29.537 INFO - >>> Loading from cache scheduled
2017-01-22 22:18:29.537 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:18:29.537 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 22:19:08.337 INFO - Subject time: 38.8028 sec, approx time ramaining: 194.0141 sec
2017-01-22 22:19:08.337 INFO - Iteration 4:
2017-01-22 22:19:08.337 INFO - Classify accuracy - train: 0.6840 test: 0.6360
2017-01-22 22:19:08.337 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:19:08.353 INFO - >>> Loading from cache scheduled
2017-01-22 22:19:08.353 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:19:08.353 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 22:19:47.820 INFO - Subject time: 39.4663 sec, approx time ramaining: 157.8652 sec
2017-01-22 22:19:47.820 INFO - Iteration 5:
2017-01-22 22:19:47.820 INFO - Classify accuracy - train: 0.4306 test: 0.2899
2017-01-22 22:19:47.820 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:19:47.820 INFO - >>> Loading from cache scheduled
2017-01-22 22:19:47.820 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:19:47.820 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 22:20:26.519 INFO - Subject time: 38.7006 sec, approx time ramaining: 116.1017 sec
2017-01-22 22:20:26.519 INFO - Iteration 6:
2017-01-22 22:20:26.519 INFO - Classify accuracy - train: 0.5972 test: 0.4512
2017-01-22 22:20:26.519 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:20:26.519 INFO - >>> Loading from cache scheduled
2017-01-22 22:20:26.519 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:20:26.519 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 22:21:05.220 INFO - Subject time: 38.7011 sec, approx time ramaining: 77.4021 sec
2017-01-22 22:21:05.220 INFO - Iteration 7:
2017-01-22 22:21:05.220 INFO - Classify accuracy - train: 0.8646 test: 0.8448
2017-01-22 22:21:05.220 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:21:05.220 INFO - >>> Loading from cache scheduled
2017-01-22 22:21:05.220 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:21:05.220 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 22:21:44.144 INFO - Subject time: 38.9116 sec, approx time ramaining: 38.9116 sec
2017-01-22 22:21:44.145 INFO - Iteration 8:
2017-01-22 22:21:44.145 INFO - Classify accuracy - train: 0.7986 test: 0.6310
2017-01-22 22:21:44.146 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:21:44.147 INFO - >>> Loading from cache scheduled
2017-01-22 22:21:44.148 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:21:44.148 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 22:22:22.937 INFO - Subject time: 38.7979 sec, approx time ramaining: 0.0000 sec
2017-01-22 22:22:22.937 INFO - Iteration 9:
2017-01-22 22:22:22.937 INFO - Classify accuracy - train: 0.8333 test: 0.7652
2017-01-22 22:22:22.937 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:22:22.937 INFO - Processed in: 351.0216 sec
2017-01-22 22:22:22.937 INFO - mean: 0.7454/0.6368
2017-01-22 22:22:22.953 INFO - Evaluation step 1/12 done. Elapsed: 351.2867 sec, approx. time remaining: 3864.1541 sec
2017-01-22 22:22:22.953 INFO - Begin arch = 2 evaluation
2017-01-22 22:22:23.164 INFO - >>> Loading from cache scheduled
2017-01-22 22:22:23.180 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:22:23.180 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 22:22:53.370 INFO - Subject time: 30.2004 sec, approx time ramaining: 241.6033 sec
2017-01-22 22:22:53.370 INFO - Iteration 1:
2017-01-22 22:22:53.370 INFO - Classify accuracy - train: 0.8403 test: 0.7865
2017-01-22 22:22:53.370 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:22:53.370 INFO - >>> Loading from cache scheduled
2017-01-22 22:22:53.370 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:22:53.370 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 22:23:23.737 INFO - Subject time: 30.3549 sec, approx time ramaining: 212.4843 sec
2017-01-22 22:23:23.737 INFO - Iteration 2:
2017-01-22 22:23:23.737 INFO - Classify accuracy - train: 0.6528 test: 0.5124
2017-01-22 22:23:23.737 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:23:23.737 INFO - >>> Loading from cache scheduled
2017-01-22 22:23:23.737 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:23:23.737 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 22:23:54.536 INFO - Subject time: 30.8004 sec, approx time ramaining: 184.8023 sec
2017-01-22 22:23:54.536 INFO - Iteration 3:
2017-01-22 22:23:54.536 INFO - Classify accuracy - train: 0.8958 test: 0.8352
2017-01-22 22:23:54.536 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:23:54.536 INFO - >>> Loading from cache scheduled
2017-01-22 22:23:54.536 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:23:54.536 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 22:24:24.865 INFO - Subject time: 30.3278 sec, approx time ramaining: 151.6390 sec
2017-01-22 22:24:24.865 INFO - Iteration 4:
2017-01-22 22:24:24.865 INFO - Classify accuracy - train: 0.6354 test: 0.6842
2017-01-22 22:24:24.865 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:24:24.865 INFO - >>> Loading from cache scheduled
2017-01-22 22:24:24.865 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:24:24.865 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 22:24:55.485 INFO - Subject time: 30.6121 sec, approx time ramaining: 122.4484 sec
2017-01-22 22:24:55.486 INFO - Iteration 5:
2017-01-22 22:24:55.486 INFO - Classify accuracy - train: 0.3889 test: 0.2971
2017-01-22 22:24:55.487 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:24:55.487 INFO - >>> Loading from cache scheduled
2017-01-22 22:24:55.487 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:24:55.487 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 22:25:25.786 INFO - Subject time: 30.3013 sec, approx time ramaining: 90.9038 sec
2017-01-22 22:25:25.786 INFO - Iteration 6:
2017-01-22 22:25:25.786 INFO - Classify accuracy - train: 0.6007 test: 0.4512
2017-01-22 22:25:25.786 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:25:25.786 INFO - >>> Loading from cache scheduled
2017-01-22 22:25:25.786 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:25:25.786 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 22:25:55.852 INFO - Subject time: 30.0604 sec, approx time ramaining: 60.1207 sec
2017-01-22 22:25:55.852 INFO - Iteration 7:
2017-01-22 22:25:55.852 INFO - Classify accuracy - train: 0.8438 test: 0.8231
2017-01-22 22:25:55.852 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:25:55.852 INFO - >>> Loading from cache scheduled
2017-01-22 22:25:55.852 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:25:55.852 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 22:26:26.237 INFO - Subject time: 30.3815 sec, approx time ramaining: 30.3815 sec
2017-01-22 22:26:26.237 INFO - Iteration 8:
2017-01-22 22:26:26.237 INFO - Classify accuracy - train: 0.7639 test: 0.6642
2017-01-22 22:26:26.237 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:26:26.237 INFO - >>> Loading from cache scheduled
2017-01-22 22:26:26.237 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:26:26.237 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 22:26:56.619 INFO - Subject time: 30.3808 sec, approx time ramaining: 0.0000 sec
2017-01-22 22:26:56.619 INFO - Iteration 9:
2017-01-22 22:26:56.619 INFO - Classify accuracy - train: 0.8229 test: 0.7538
2017-01-22 22:26:56.619 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:26:56.619 INFO - Processed in: 273.4448 sec
2017-01-22 22:26:56.619 INFO - mean: 0.7160/0.6453
2017-01-22 22:26:56.619 INFO - Evaluation step 2/12 done. Elapsed: 312.4768 sec, approx. time remaining: 3124.7682 sec
2017-01-22 22:26:56.619 INFO - Begin arch = 3 evaluation
2017-01-22 22:26:56.839 INFO - >>> Loading from cache scheduled
2017-01-22 22:26:56.840 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:26:56.841 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 22:27:57.853 INFO - Subject time: 61.0191 sec, approx time ramaining: 488.1529 sec
2017-01-22 22:27:57.853 INFO - Iteration 1:
2017-01-22 22:27:57.853 INFO - Classify accuracy - train: 0.8854 test: 0.7687
2017-01-22 22:27:57.853 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:27:57.853 INFO - >>> Loading from cache scheduled
2017-01-22 22:27:57.853 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:27:57.853 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 22:28:59.135 INFO - Subject time: 61.2772 sec, approx time ramaining: 428.9407 sec
2017-01-22 22:28:59.135 INFO - Iteration 2:
2017-01-22 22:28:59.135 INFO - Classify accuracy - train: 0.7604 test: 0.4806
2017-01-22 22:28:59.135 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:28:59.135 INFO - >>> Loading from cache scheduled
2017-01-22 22:28:59.135 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:28:59.135 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 22:30:01.603 INFO - Subject time: 62.4766 sec, approx time ramaining: 374.8594 sec
2017-01-22 22:30:01.603 INFO - Iteration 3:
2017-01-22 22:30:01.618 INFO - Classify accuracy - train: 0.9271 test: 0.8168
2017-01-22 22:30:01.619 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:30:01.620 INFO - >>> Loading from cache scheduled
2017-01-22 22:30:01.621 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:30:01.621 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 22:31:03.637 INFO - Subject time: 62.0251 sec, approx time ramaining: 310.1257 sec
2017-01-22 22:31:03.637 INFO - Iteration 4:
2017-01-22 22:31:03.637 INFO - Classify accuracy - train: 0.6979 test: 0.6228
2017-01-22 22:31:03.637 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:31:03.637 INFO - >>> Loading from cache scheduled
2017-01-22 22:31:03.637 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:31:03.637 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 22:32:06.069 INFO - Subject time: 62.4334 sec, approx time ramaining: 249.7336 sec
2017-01-22 22:32:06.069 INFO - Iteration 5:
2017-01-22 22:32:06.069 INFO - Classify accuracy - train: 0.4618 test: 0.2862
2017-01-22 22:32:06.069 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:32:06.069 INFO - >>> Loading from cache scheduled
2017-01-22 22:32:06.069 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:32:06.085 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 22:33:08.335 INFO - Subject time: 62.2578 sec, approx time ramaining: 186.7735 sec
2017-01-22 22:33:08.335 INFO - Iteration 6:
2017-01-22 22:33:08.335 INFO - Classify accuracy - train: 0.6389 test: 0.4186
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2017-01-22 22:33:08.335 INFO - >>> Using cache: data/mean_signal_power_T7.mat
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2017-01-22 22:34:10.553 INFO - Iteration 7:
2017-01-22 22:34:10.553 INFO - Classify accuracy - train: 0.8611 test: 0.8664
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2017-01-22 22:34:10.553 INFO - >>> Using cache: data/mean_signal_power_T8.mat
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2017-01-22 22:35:12.702 INFO - Iteration 8:
2017-01-22 22:35:12.702 INFO - Classify accuracy - train: 0.8056 test: 0.6531
2017-01-22 22:35:12.702 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 22:36:14.883 INFO - Subject time: 62.1734 sec, approx time ramaining: 0.0000 sec
2017-01-22 22:36:14.884 INFO - Iteration 9:
2017-01-22 22:36:14.884 INFO - Classify accuracy - train: 0.8507 test: 0.7462
2017-01-22 22:36:14.885 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:36:14.885 INFO - Processed in: 558.0466 sec
2017-01-22 22:36:14.886 INFO - mean: 0.7654/0.6288
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2017-01-22 22:36:14.895 INFO - Begin arch = 4 evaluation
2017-01-22 22:36:15.131 INFO - >>> Loading from cache scheduled
2017-01-22 22:36:15.131 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:36:15.132 INFO - >>> Using cache: data/mean_signal_power_T1.mat
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2017-01-22 22:36:50.687 INFO - Iteration 1:
2017-01-22 22:36:50.687 INFO - Classify accuracy - train: 0.8993 test: 0.7687
2017-01-22 22:36:50.687 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 22:38:01.940 INFO - Iteration 3:
2017-01-22 22:38:01.940 INFO - Classify accuracy - train: 0.9444 test: 0.8278
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2017-01-22 22:38:37.336 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:39:12.705 INFO - Iteration 5:
2017-01-22 22:39:12.705 INFO - Classify accuracy - train: 0.4444 test: 0.3007
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2017-01-22 22:39:12.705 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:39:48.004 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:40:23.530 INFO - Iteration 7:
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2017-01-22 22:40:23.530 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:40:59.179 INFO - Subject time: 35.6372 sec, approx time ramaining: 35.6372 sec
2017-01-22 22:40:59.179 INFO - Iteration 8:
2017-01-22 22:40:59.180 INFO - Classify accuracy - train: 0.8229 test: 0.6605
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2017-01-22 22:41:34.843 INFO - Subject time: 35.6623 sec, approx time ramaining: 0.0000 sec
2017-01-22 22:41:34.844 INFO - Iteration 9:
2017-01-22 22:41:34.845 INFO - Classify accuracy - train: 0.8750 test: 0.7765
2017-01-22 22:41:34.845 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 22:41:34.847 INFO - mean: 0.7782/0.6413
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2017-01-22 22:41:34.853 INFO - Begin arch = 5 evaluation
2017-01-22 22:41:35.064 INFO - >>> Loading from cache scheduled
2017-01-22 22:41:35.064 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:41:35.065 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 22:42:38.145 INFO - Subject time: 63.0809 sec, approx time ramaining: 504.6473 sec
2017-01-22 22:42:38.145 INFO - Iteration 1:
2017-01-22 22:42:38.146 INFO - Classify accuracy - train: 0.9097 test: 0.7900
2017-01-22 22:42:38.147 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:42:38.148 INFO - >>> Loading from cache scheduled
2017-01-22 22:42:38.149 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:43:41.253 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 22:43:41.253 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:45:47.470 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:45:47.470 INFO - >>> Using cache: data/mean_signal_power_T5.mat
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2017-01-22 22:46:50.485 INFO - Iteration 5:
2017-01-22 22:46:50.485 INFO - Classify accuracy - train: 0.4826 test: 0.2645
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2017-01-22 22:46:50.503 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:47:53.485 INFO - Iteration 6:
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2017-01-22 22:47:53.485 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:47:53.485 INFO - >>> Using cache: data/mean_signal_power_T7.mat
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2017-01-22 22:48:56.786 INFO - Iteration 7:
2017-01-22 22:48:56.787 INFO - Classify accuracy - train: 0.8819 test: 0.8484
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2017-01-22 22:48:56.787 INFO - >>> Loading from cache scheduled
2017-01-22 22:48:56.787 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:48:56.787 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 22:50:00.024 INFO - Subject time: 63.2376 sec, approx time ramaining: 63.2376 sec
2017-01-22 22:50:00.024 INFO - Iteration 8:
2017-01-22 22:50:00.024 INFO - Classify accuracy - train: 0.8264 test: 0.6716
2017-01-22 22:50:00.024 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:50:00.030 INFO - >>> Loading from cache scheduled
2017-01-22 22:50:00.031 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:50:00.033 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 22:51:03.186 INFO - Subject time: 63.1610 sec, approx time ramaining: 0.0000 sec
2017-01-22 22:51:03.186 INFO - Iteration 9:
2017-01-22 22:51:03.186 INFO - Classify accuracy - train: 0.8819 test: 0.7803
2017-01-22 22:51:03.186 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:51:03.186 INFO - Processed in: 568.1297 sec
2017-01-22 22:51:03.186 INFO - mean: 0.7890/0.6416
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2017-01-22 22:51:03.204 INFO - Begin arch = 6 evaluation
2017-01-22 22:51:03.424 INFO - >>> Loading from cache scheduled
2017-01-22 22:51:03.425 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:51:03.426 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 22:53:02.502 INFO - Subject time: 119.0825 sec, approx time ramaining: 952.6598 sec
2017-01-22 22:53:02.502 INFO - Iteration 1:
2017-01-22 22:53:02.502 INFO - Classify accuracy - train: 0.9201 test: 0.7758
2017-01-22 22:53:02.502 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 22:53:02.502 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:53:02.502 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 22:55:01.536 INFO - Subject time: 119.0407 sec, approx time ramaining: 833.2852 sec
2017-01-22 22:55:01.536 INFO - Iteration 2:
2017-01-22 22:55:01.536 INFO - Classify accuracy - train: 0.7813 test: 0.4664
2017-01-22 22:55:01.536 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 22:55:01.552 INFO - >>> Loading from cache scheduled
2017-01-22 22:55:01.552 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 22:55:01.552 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 22:57:00.691 INFO - Subject time: 119.1527 sec, approx time ramaining: 714.9164 sec
2017-01-22 22:57:00.691 INFO - Iteration 3:
2017-01-22 22:57:00.691 INFO - Classify accuracy - train: 0.9479 test: 0.8498
2017-01-22 22:57:00.691 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 22:57:00.707 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 22:58:59.646 INFO - Classify accuracy - train: 0.6979 test: 0.6447
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2017-01-22 23:01:04.018 INFO - Classify accuracy - train: 0.4688 test: 0.2645
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2017-01-22 23:01:04.018 INFO - >>> Using cache: data/mean_signal_power_T6.mat
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2017-01-22 23:03:18.339 INFO - Iteration 6:
2017-01-22 23:03:18.339 INFO - Classify accuracy - train: 0.6771 test: 0.4093
2017-01-22 23:03:18.339 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:03:18.355 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:03:18.355 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 23:05:33.303 INFO - Subject time: 134.9635 sec, approx time ramaining: 269.9270 sec
2017-01-22 23:05:33.303 INFO - Iteration 7:
2017-01-22 23:05:33.303 INFO - Classify accuracy - train: 0.9097 test: 0.8484
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2017-01-22 23:05:33.323 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 23:07:49.435 INFO - Subject time: 136.1164 sec, approx time ramaining: 136.1164 sec
2017-01-22 23:07:49.435 INFO - Iteration 8:
2017-01-22 23:07:49.435 INFO - Classify accuracy - train: 0.8368 test: 0.6494
2017-01-22 23:07:49.435 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:07:49.435 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:07:49.435 INFO - >>> Using cache: data/mean_signal_power_T9.mat
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2017-01-22 23:10:05.485 INFO - Iteration 9:
2017-01-22 23:10:05.485 INFO - Classify accuracy - train: 0.9028 test: 0.7689
2017-01-22 23:10:05.485 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 23:10:05.485 INFO - Processed in: 1142.0681 sec
2017-01-22 23:10:05.485 INFO - mean: 0.7936/0.6308
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2017-01-22 23:10:05.500 INFO - Begin arch = 7 evaluation
2017-01-22 23:10:05.757 INFO - >>> Loading from cache scheduled
2017-01-22 23:10:05.757 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:10:05.758 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 23:10:56.723 INFO - Subject time: 50.9761 sec, approx time ramaining: 407.8088 sec
2017-01-22 23:10:56.723 INFO - Iteration 1:
2017-01-22 23:10:56.723 INFO - Classify accuracy - train: 0.8993 test: 0.7687
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2017-01-22 23:10:56.723 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:10:56.723 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 23:11:47.764 INFO - Subject time: 51.0295 sec, approx time ramaining: 357.2065 sec
2017-01-22 23:11:47.765 INFO - Iteration 2:
2017-01-22 23:11:47.765 INFO - Classify accuracy - train: 0.7847 test: 0.4770
2017-01-22 23:11:47.766 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:11:47.768 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 23:12:39.501 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 23:13:29.902 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:13:29.902 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 23:15:11.220 INFO - >>> Using cache: data/mean_signal_power_T7.mat
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2017-01-22 23:16:02.491 INFO - Iteration 7:
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2017-01-22 23:17:45.731 INFO - Iteration 9:
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2017-01-22 23:17:45.734 INFO - Processed in: 459.9785 sec
2017-01-22 23:17:45.735 INFO - mean: 0.7782/0.6413
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2017-01-22 23:17:45.745 INFO - Begin arch = 8 evaluation
2017-01-22 23:17:46.005 INFO - >>> Loading from cache scheduled
2017-01-22 23:17:46.006 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 23:42:27.078 INFO - Iteration 9:
2017-01-22 23:42:27.078 INFO - Classify accuracy - train: 0.8507 test: 0.7992
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2017-01-22 23:42:27.094 INFO - Processed in: 1481.0904 sec
2017-01-22 23:42:27.094 INFO - mean: 0.6971/0.6249
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2017-01-22 23:42:27.094 INFO - Begin arch = 9 evaluation
2017-01-22 23:42:27.494 INFO - >>> Loading from cache scheduled
2017-01-22 23:42:27.494 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:42:27.494 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 23:43:41.635 INFO - Subject time: 74.1453 sec, approx time ramaining: 593.1623 sec
2017-01-22 23:43:41.635 INFO - Iteration 1:
2017-01-22 23:43:41.635 INFO - Classify accuracy - train: 0.9167 test: 0.7544
2017-01-22 23:43:41.635 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:43:41.635 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 23:47:17.187 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 23:50:52.454 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:50:52.454 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 23:52:04.650 INFO - Subject time: 72.1960 sec, approx time ramaining: 72.1960 sec
2017-01-22 23:52:04.651 INFO - Iteration 8:
2017-01-22 23:52:04.651 INFO - Classify accuracy - train: 0.8264 test: 0.6089
2017-01-22 23:52:04.652 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:52:04.655 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:52:04.655 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 23:53:16.812 INFO - Subject time: 72.1586 sec, approx time ramaining: 0.0000 sec
2017-01-22 23:53:16.812 INFO - Iteration 9:
2017-01-22 23:53:16.813 INFO - Classify accuracy - train: 0.9097 test: 0.7727
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2017-01-22 23:53:16.814 INFO - Processed in: 649.3152 sec
2017-01-22 23:53:16.815 INFO - mean: 0.8029/0.6215
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2017-01-22 23:53:16.829 INFO - Begin arch = 10 evaluation
2017-01-22 23:53:17.073 INFO - >>> Loading from cache scheduled
2017-01-22 23:53:17.073 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:53:17.075 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 23:54:27.905 INFO - Subject time: 70.8324 sec, approx time ramaining: 566.6590 sec
2017-01-22 23:54:27.905 INFO - Iteration 1:
2017-01-22 23:54:27.906 INFO - Classify accuracy - train: 0.8785 test: 0.7616
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2017-01-22 23:54:27.910 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:54:27.910 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 23:55:38.137 INFO - Subject time: 70.2342 sec, approx time ramaining: 491.6394 sec
2017-01-22 23:55:38.137 INFO - Iteration 2:
2017-01-22 23:55:38.137 INFO - Classify accuracy - train: 0.6979 test: 0.5018
2017-01-22 23:55:38.137 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 23:55:38.137 INFO - >>> Loading from cache scheduled
2017-01-22 23:55:38.137 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:55:38.137 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 23:56:48.721 INFO - Subject time: 70.5782 sec, approx time ramaining: 423.4690 sec
2017-01-22 23:56:48.721 INFO - Iteration 3:
2017-01-22 23:56:48.721 INFO - Classify accuracy - train: 0.9167 test: 0.8315
2017-01-22 23:56:48.721 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 23:56:48.721 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 23:56:48.721 INFO - >>> Using cache: data/mean_signal_power_T4.mat
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2017-01-22 23:57:58.622 INFO - Iteration 4:
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2017-01-22 23:59:09.137 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-23 00:00:19.310 INFO - Subject time: 70.1715 sec, approx time ramaining: 210.5145 sec
2017-01-23 00:00:19.311 INFO - Iteration 6:
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2017-01-23 00:00:19.317 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-23 00:01:30.754 INFO - Subject time: 71.4465 sec, approx time ramaining: 142.8930 sec
2017-01-23 00:01:30.754 INFO - Iteration 7:
2017-01-23 00:01:30.754 INFO - Classify accuracy - train: 0.8368 test: 0.8412
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2017-01-23 00:01:30.754 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:01:30.754 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-23 00:02:41.610 INFO - Subject time: 70.8469 sec, approx time ramaining: 70.8469 sec
2017-01-23 00:02:41.611 INFO - Iteration 8:
2017-01-23 00:02:41.611 INFO - Classify accuracy - train: 0.7847 test: 0.6716
2017-01-23 00:02:41.612 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-23 00:02:41.614 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:02:41.615 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-23 00:03:52.904 INFO - Subject time: 71.3006 sec, approx time ramaining: 0.0000 sec
2017-01-23 00:03:52.904 INFO - Iteration 9:
2017-01-23 00:03:52.904 INFO - Classify accuracy - train: 0.8368 test: 0.7879
2017-01-23 00:03:52.904 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:03:52.904 INFO - Processed in: 635.8439 sec
2017-01-23 00:03:52.904 INFO - mean: 0.7415/0.6445
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2017-01-23 00:03:52.920 INFO - Begin arch = 11 evaluation
2017-01-23 00:03:53.151 INFO - >>> Loading from cache scheduled
2017-01-23 00:03:53.151 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:03:53.168 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-23 00:04:37.693 INFO - Subject time: 44.5285 sec, approx time ramaining: 356.2277 sec
2017-01-23 00:04:37.694 INFO - Iteration 1:
2017-01-23 00:04:37.694 INFO - Classify accuracy - train: 0.8889 test: 0.7829
2017-01-23 00:04:37.695 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-23 00:04:37.698 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:04:37.699 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-23 00:05:21.854 INFO - Subject time: 44.1594 sec, approx time ramaining: 309.1158 sec
2017-01-23 00:05:21.854 INFO - Iteration 2:
2017-01-23 00:05:21.854 INFO - Classify accuracy - train: 0.6806 test: 0.5053
2017-01-23 00:05:21.854 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-23 00:05:21.854 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-23 00:06:06.487 INFO - Iteration 3:
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2017-01-23 00:06:06.503 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-23 00:06:50.421 INFO - Classify accuracy - train: 0.4826 test: 0.5044
2017-01-23 00:06:50.421 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-23 00:06:50.421 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-23 00:07:34.786 INFO - Iteration 5:
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2017-01-23 00:08:18.981 INFO - Iteration 6:
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2017-01-23 00:08:18.984 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:08:18.985 INFO - >>> Using cache: data/mean_signal_power_T7.mat
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2017-01-23 00:09:03.080 INFO - Iteration 7:
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2017-01-23 00:09:03.081 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:09:03.083 INFO - >>> Loading from cache scheduled
2017-01-23 00:09:03.084 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:09:03.084 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-23 00:09:47.403 INFO - Subject time: 44.3329 sec, approx time ramaining: 44.3329 sec
2017-01-23 00:09:47.403 INFO - Iteration 8:
2017-01-23 00:09:47.403 INFO - Classify accuracy - train: 0.7813 test: 0.6310
2017-01-23 00:09:47.403 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:09:47.419 INFO - >>> Loading from cache scheduled
2017-01-23 00:09:47.420 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:09:47.420 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-23 00:10:31.853 INFO - Subject time: 44.4417 sec, approx time ramaining: 0.0000 sec
2017-01-23 00:10:31.853 INFO - Iteration 9:
2017-01-23 00:10:31.853 INFO - Classify accuracy - train: 0.8333 test: 0.7652
2017-01-23 00:10:31.853 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:10:31.853 INFO - Processed in: 398.6974 sec
2017-01-23 00:10:31.853 INFO - mean: 0.6960/0.6217
2017-01-23 00:10:31.870 INFO - Evaluation step 11/12 done. Elapsed: 571.9182 sec, approx. time remaining: 571.9182 sec
2017-01-23 00:10:31.870 INFO - Begin arch = 12 evaluation
2017-01-23 00:10:32.118 INFO - >>> Loading from cache scheduled
2017-01-23 00:10:32.119 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:10:32.120 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-23 00:12:26.487 INFO - Subject time: 114.3760 sec, approx time ramaining: 915.0082 sec
2017-01-23 00:12:26.487 INFO - Iteration 1:
2017-01-23 00:12:26.487 INFO - Classify accuracy - train: 0.8056 test: 0.7936
2017-01-23 00:12:26.487 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:12:26.487 INFO - >>> Loading from cache scheduled
2017-01-23 00:12:26.487 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:12:26.487 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-23 00:14:20.221 INFO - Subject time: 113.7248 sec, approx time ramaining: 796.0736 sec
2017-01-23 00:14:20.222 INFO - Iteration 2:
2017-01-23 00:14:20.222 INFO - Classify accuracy - train: 0.4132 test: 0.4099
2017-01-23 00:14:20.223 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:14:20.225 INFO - >>> Loading from cache scheduled
2017-01-23 00:14:20.226 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:14:20.227 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-23 00:16:12.853 INFO - Subject time: 112.6287 sec, approx time ramaining: 675.7720 sec
2017-01-23 00:16:12.853 INFO - Iteration 3:
2017-01-23 00:16:12.853 INFO - Classify accuracy - train: 0.8715 test: 0.8242
2017-01-23 00:16:12.853 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:16:12.853 INFO - >>> Loading from cache scheduled
2017-01-23 00:16:12.853 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:16:12.853 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-23 00:18:06.837 INFO - Subject time: 113.9829 sec, approx time ramaining: 569.9143 sec
2017-01-23 00:18:06.837 INFO - Iteration 4:
2017-01-23 00:18:06.837 INFO - Classify accuracy - train: 0.2500 test: 0.2500
2017-01-23 00:18:06.837 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:18:06.837 INFO - >>> Loading from cache scheduled
2017-01-23 00:18:06.837 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:18:06.837 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-23 00:19:59.787 INFO - Subject time: 112.9473 sec, approx time ramaining: 451.7891 sec
2017-01-23 00:19:59.787 INFO - Iteration 5:
2017-01-23 00:19:59.787 INFO - Classify accuracy - train: 0.2500 test: 0.2500
2017-01-23 00:19:59.787 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:19:59.787 INFO - >>> Loading from cache scheduled
2017-01-23 00:19:59.787 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:19:59.787 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-23 00:21:51.697 INFO - Subject time: 111.9055 sec, approx time ramaining: 335.7166 sec
2017-01-23 00:21:51.697 INFO - Iteration 6:
2017-01-23 00:21:51.698 INFO - Classify accuracy - train: 0.2500 test: 0.2558
2017-01-23 00:21:51.698 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:21:51.700 INFO - >>> Loading from cache scheduled
2017-01-23 00:21:51.701 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:21:51.702 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-23 00:23:45.937 INFO - Subject time: 114.2463 sec, approx time ramaining: 228.4927 sec
2017-01-23 00:23:45.937 INFO - Iteration 7:
2017-01-23 00:23:45.937 INFO - Classify accuracy - train: 0.5903 test: 0.5596
2017-01-23 00:23:45.937 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:23:45.937 INFO - >>> Loading from cache scheduled
2017-01-23 00:23:45.937 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:23:45.937 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-23 00:25:39.537 INFO - Subject time: 113.5910 sec, approx time ramaining: 113.5910 sec
2017-01-23 00:25:39.537 INFO - Iteration 8:
2017-01-23 00:25:39.537 INFO - Classify accuracy - train: 0.5590 test: 0.5240
2017-01-23 00:25:39.537 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:25:39.537 INFO - >>> Loading from cache scheduled
2017-01-23 00:25:39.537 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-23 00:25:39.537 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-23 00:27:33.987 INFO - Subject time: 114.4561 sec, approx time ramaining: 0.0000 sec
2017-01-23 00:27:33.987 INFO - Iteration 9:
2017-01-23 00:27:33.987 INFO - Classify accuracy - train: 0.5590 test: 0.6212
2017-01-23 00:27:33.987 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-23 00:27:33.987 INFO - Processed in: 1021.8841 sec
2017-01-23 00:27:34.004 INFO - mean: 0.5054/0.4987
2017-01-23 00:27:34.004 INFO - Evaluation step 12/12 done. Elapsed: 797.0300 sec, approx. time remaining: 0.0000 sec
2017-01-23 00:27:34.004 INFO - Done. Total time: 7862.3444 sec