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cnn_filters.log
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2017-01-22 20:01:20.838 INFO - Begin filter = [2 2] evaluation
2017-01-22 20:01:21.186 INFO - >>> Loading from cache scheduled
2017-01-22 20:01:21.190 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:01:21.202 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 20:01:38.211 INFO - Subject time: 17.0227 sec, approx time ramaining: 136.1815 sec
2017-01-22 20:01:38.242 INFO - Iteration 1:
2017-01-22 20:01:38.244 INFO - Classify accuracy - train: 0.8160 test: 0.7829
2017-01-22 20:01:38.250 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:01:38.257 INFO - >>> Loading from cache scheduled
2017-01-22 20:01:38.260 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:01:38.264 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 20:01:54.470 INFO - Subject time: 16.2246 sec, approx time ramaining: 113.5719 sec
2017-01-22 20:01:54.470 INFO - Iteration 2:
2017-01-22 20:01:54.470 INFO - Classify accuracy - train: 0.6042 test: 0.4700
2017-01-22 20:01:54.470 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:01:54.470 INFO - >>> Loading from cache scheduled
2017-01-22 20:01:54.485 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:01:54.487 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 20:02:10.519 INFO - Subject time: 16.0460 sec, approx time ramaining: 96.2762 sec
2017-01-22 20:02:10.519 INFO - Iteration 3:
2017-01-22 20:02:10.519 INFO - Classify accuracy - train: 0.8819 test: 0.8388
2017-01-22 20:02:10.519 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:02:10.537 INFO - >>> Loading from cache scheduled
2017-01-22 20:02:10.537 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:02:10.537 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 20:02:26.551 INFO - Subject time: 16.0184 sec, approx time ramaining: 80.0922 sec
2017-01-22 20:02:26.551 INFO - Iteration 4:
2017-01-22 20:02:26.551 INFO - Classify accuracy - train: 0.4757 test: 0.5482
2017-01-22 20:02:26.551 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:02:26.551 INFO - >>> Loading from cache scheduled
2017-01-22 20:02:26.551 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:02:26.551 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 20:02:42.187 INFO - Subject time: 15.6380 sec, approx time ramaining: 62.5520 sec
2017-01-22 20:02:42.187 INFO - Iteration 5:
2017-01-22 20:02:42.187 INFO - Classify accuracy - train: 0.3438 test: 0.3514
2017-01-22 20:02:42.187 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:02:42.202 INFO - >>> Loading from cache scheduled
2017-01-22 20:02:42.202 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:02:42.202 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 20:02:58.102 INFO - Subject time: 15.9001 sec, approx time ramaining: 47.7003 sec
2017-01-22 20:02:58.102 INFO - Iteration 6:
2017-01-22 20:02:58.102 INFO - Classify accuracy - train: 0.4306 test: 0.4233
2017-01-22 20:02:58.102 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:02:58.102 INFO - >>> Loading from cache scheduled
2017-01-22 20:02:58.102 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:02:58.102 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 20:03:13.713 INFO - Subject time: 15.6157 sec, approx time ramaining: 31.2313 sec
2017-01-22 20:03:13.713 INFO - Iteration 7:
2017-01-22 20:03:13.713 INFO - Classify accuracy - train: 0.7847 test: 0.7870
2017-01-22 20:03:13.713 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:03:13.713 INFO - >>> Loading from cache scheduled
2017-01-22 20:03:13.713 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:03:13.713 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 20:03:29.353 INFO - Subject time: 15.6391 sec, approx time ramaining: 15.6391 sec
2017-01-22 20:03:29.353 INFO - Iteration 8:
2017-01-22 20:03:29.353 INFO - Classify accuracy - train: 0.7083 test: 0.6421
2017-01-22 20:03:29.353 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:03:29.353 INFO - >>> Loading from cache scheduled
2017-01-22 20:03:29.369 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:03:29.369 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 20:03:45.157 INFO - Subject time: 15.8036 sec, approx time ramaining: 0.0000 sec
2017-01-22 20:03:45.157 INFO - Iteration 9:
2017-01-22 20:03:45.157 INFO - Classify accuracy - train: 0.7500 test: 0.7689
2017-01-22 20:03:45.157 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:03:45.173 INFO - Processed in: 143.9895 sec
2017-01-22 20:03:45.173 INFO - mean: 0.6439/0.6236
2017-01-22 20:03:45.189 INFO - Evaluation step 1/10 done. Elapsed: 144.8462 sec, approx. time remaining: 1303.6161 sec
2017-01-22 20:03:45.220 INFO - Begin filter = [3 3] evaluation
2017-01-22 20:03:45.492 INFO - >>> Loading from cache scheduled
2017-01-22 20:03:45.493 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:03:45.495 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 20:04:05.227 INFO - Subject time: 19.7358 sec, approx time ramaining: 157.8861 sec
2017-01-22 20:04:05.228 INFO - Iteration 1:
2017-01-22 20:04:05.229 INFO - Classify accuracy - train: 0.8160 test: 0.7794
2017-01-22 20:04:05.230 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:04:05.232 INFO - >>> Loading from cache scheduled
2017-01-22 20:04:05.233 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:04:05.234 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 20:04:24.702 INFO - Subject time: 19.4830 sec, approx time ramaining: 136.3810 sec
2017-01-22 20:04:24.702 INFO - Iteration 2:
2017-01-22 20:04:24.702 INFO - Classify accuracy - train: 0.6181 test: 0.4735
2017-01-22 20:04:24.702 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:04:24.717 INFO - >>> Loading from cache scheduled
2017-01-22 20:04:24.717 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:04:24.717 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 20:04:43.718 INFO - Subject time: 19.0037 sec, approx time ramaining: 114.0220 sec
2017-01-22 20:04:43.718 INFO - Iteration 3:
2017-01-22 20:04:43.718 INFO - Classify accuracy - train: 0.8819 test: 0.8425
2017-01-22 20:04:43.718 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:04:43.718 INFO - >>> Loading from cache scheduled
2017-01-22 20:04:43.718 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:04:43.718 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 20:05:02.557 INFO - Subject time: 18.8330 sec, approx time ramaining: 94.1650 sec
2017-01-22 20:05:02.557 INFO - Iteration 4:
2017-01-22 20:05:02.558 INFO - Classify accuracy - train: 0.5347 test: 0.5614
2017-01-22 20:05:02.558 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:05:02.558 INFO - >>> Loading from cache scheduled
2017-01-22 20:05:02.558 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:05:02.558 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 20:05:21.435 INFO - Subject time: 18.8830 sec, approx time ramaining: 75.5320 sec
2017-01-22 20:05:21.435 INFO - Iteration 5:
2017-01-22 20:05:21.435 INFO - Classify accuracy - train: 0.3438 test: 0.3080
2017-01-22 20:05:21.435 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:05:21.435 INFO - >>> Loading from cache scheduled
2017-01-22 20:05:21.435 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:05:21.435 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 20:05:40.379 INFO - Subject time: 18.9327 sec, approx time ramaining: 56.7980 sec
2017-01-22 20:05:40.379 INFO - Iteration 6:
2017-01-22 20:05:40.380 INFO - Classify accuracy - train: 0.4688 test: 0.4279
2017-01-22 20:05:40.380 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:05:40.381 INFO - >>> Loading from cache scheduled
2017-01-22 20:05:40.381 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:05:40.381 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 20:05:59.435 INFO - Subject time: 19.0552 sec, approx time ramaining: 38.1104 sec
2017-01-22 20:05:59.435 INFO - Iteration 7:
2017-01-22 20:05:59.435 INFO - Classify accuracy - train: 0.8056 test: 0.8159
2017-01-22 20:05:59.435 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:05:59.435 INFO - >>> Loading from cache scheduled
2017-01-22 20:05:59.435 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:05:59.435 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 20:06:18.485 INFO - Subject time: 19.0525 sec, approx time ramaining: 19.0525 sec
2017-01-22 20:06:18.485 INFO - Iteration 8:
2017-01-22 20:06:18.485 INFO - Classify accuracy - train: 0.7292 test: 0.6531
2017-01-22 20:06:18.485 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:06:18.485 INFO - >>> Loading from cache scheduled
2017-01-22 20:06:18.485 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:06:18.485 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 20:06:37.454 INFO - Subject time: 18.9707 sec, approx time ramaining: 0.0000 sec
2017-01-22 20:06:37.454 INFO - Iteration 9:
2017-01-22 20:06:37.454 INFO - Classify accuracy - train: 0.7743 test: 0.7803
2017-01-22 20:06:37.454 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:06:37.454 INFO - Processed in: 171.9782 sec
2017-01-22 20:06:37.469 INFO - mean: 0.6636/0.6269
2017-01-22 20:06:37.469 INFO - Evaluation step 2/10 done. Elapsed: 158.5675 sec, approx. time remaining: 1268.5397 sec
2017-01-22 20:06:37.506 INFO - Begin filter = [4 4] evaluation
2017-01-22 20:06:37.761 INFO - >>> Loading from cache scheduled
2017-01-22 20:06:37.761 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:06:37.761 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 20:06:46.687 INFO - Subject time: 8.9273 sec, approx time ramaining: 71.4182 sec
2017-01-22 20:06:46.687 INFO - Iteration 1:
2017-01-22 20:06:46.687 INFO - Classify accuracy - train: 0.8264 test: 0.7900
2017-01-22 20:06:46.687 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:06:46.687 INFO - >>> Loading from cache scheduled
2017-01-22 20:06:46.687 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:06:46.687 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 20:06:55.702 INFO - Subject time: 9.0074 sec, approx time ramaining: 63.0520 sec
2017-01-22 20:06:55.702 INFO - Iteration 2:
2017-01-22 20:06:55.703 INFO - Classify accuracy - train: 0.6563 test: 0.5053
2017-01-22 20:06:55.704 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:06:55.704 INFO - >>> Loading from cache scheduled
2017-01-22 20:06:55.704 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:06:55.704 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 20:07:04.637 INFO - Subject time: 8.9446 sec, approx time ramaining: 53.6678 sec
2017-01-22 20:07:04.637 INFO - Iteration 3:
2017-01-22 20:07:04.637 INFO - Classify accuracy - train: 0.8889 test: 0.8498
2017-01-22 20:07:04.637 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:07:04.654 INFO - >>> Loading from cache scheduled
2017-01-22 20:07:04.654 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:07:04.654 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 20:07:13.548 INFO - Subject time: 8.8988 sec, approx time ramaining: 44.4942 sec
2017-01-22 20:07:13.548 INFO - Iteration 4:
2017-01-22 20:07:13.548 INFO - Classify accuracy - train: 0.6076 test: 0.6272
2017-01-22 20:07:13.548 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:07:13.548 INFO - >>> Loading from cache scheduled
2017-01-22 20:07:13.548 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:07:13.548 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 20:07:22.503 INFO - Subject time: 8.9593 sec, approx time ramaining: 35.8373 sec
2017-01-22 20:07:22.503 INFO - Iteration 5:
2017-01-22 20:07:22.503 INFO - Classify accuracy - train: 0.3229 test: 0.3297
2017-01-22 20:07:22.503 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:07:22.519 INFO - >>> Loading from cache scheduled
2017-01-22 20:07:22.520 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:07:22.520 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 20:07:31.619 INFO - Subject time: 9.1021 sec, approx time ramaining: 27.3063 sec
2017-01-22 20:07:31.620 INFO - Iteration 6:
2017-01-22 20:07:31.620 INFO - Classify accuracy - train: 0.4757 test: 0.4605
2017-01-22 20:07:31.620 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:07:31.620 INFO - >>> Loading from cache scheduled
2017-01-22 20:07:31.620 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:07:31.620 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 20:07:40.720 INFO - Subject time: 9.0981 sec, approx time ramaining: 18.1961 sec
2017-01-22 20:07:40.720 INFO - Iteration 7:
2017-01-22 20:07:40.720 INFO - Classify accuracy - train: 0.8299 test: 0.8231
2017-01-22 20:07:40.720 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:07:40.720 INFO - >>> Loading from cache scheduled
2017-01-22 20:07:40.720 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:07:40.720 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 20:07:49.737 INFO - Subject time: 9.0123 sec, approx time ramaining: 9.0123 sec
2017-01-22 20:07:49.737 INFO - Iteration 8:
2017-01-22 20:07:49.737 INFO - Classify accuracy - train: 0.7118 test: 0.6531
2017-01-22 20:07:49.737 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:07:49.737 INFO - >>> Loading from cache scheduled
2017-01-22 20:07:49.737 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 20:07:49.737 INFO - >>> Using cache: data/mean_signal_power_T9.mat
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2017-01-22 20:15:52.769 INFO - mean: 0.6960/0.6504
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2017-01-22 20:16:04.570 INFO - Iteration 1:
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2017-01-22 20:17:31.153 INFO - Begin filter = [11 11] evaluation
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2017-01-22 20:17:44.053 INFO - Subject time: 12.6901 sec, approx time ramaining: 101.5211 sec
2017-01-22 20:17:44.054 INFO - Iteration 1:
2017-01-22 20:17:44.054 INFO - Classify accuracy - train: 0.8438 test: 0.7972
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2017-01-22 20:17:44.054 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:17:56.827 INFO - Iteration 2:
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2017-01-22 20:19:25.503 INFO - mean: 0.7076/0.6569
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