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cnn_epoch.log
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cnn_epoch.log
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2017-01-22 16:25:40.637 INFO - Begin epoch = 50 evaluation
2017-01-22 16:25:40.947 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:40.947 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:40.962 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 16:25:44.135 INFO - Subject time: 3.1883 sec, approx time ramaining: 25.5064 sec
2017-01-22 16:25:44.166 INFO - Iteration 1:
2017-01-22 16:25:44.166 INFO - Classify accuracy - train: 0.5903 test: 0.5907
2017-01-22 16:25:44.166 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:44.182 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:44.182 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:44.182 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 16:25:46.714 INFO - Subject time: 2.5391 sec, approx time ramaining: 17.7737 sec
2017-01-22 16:25:46.714 INFO - Iteration 2:
2017-01-22 16:25:46.714 INFO - Classify accuracy - train: 0.4479 test: 0.4205
2017-01-22 16:25:46.714 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:46.714 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:46.714 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:46.714 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 16:25:49.238 INFO - Subject time: 2.5191 sec, approx time ramaining: 15.1146 sec
2017-01-22 16:25:49.238 INFO - Iteration 3:
2017-01-22 16:25:49.238 INFO - Classify accuracy - train: 0.7326 test: 0.7289
2017-01-22 16:25:49.238 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:49.238 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:49.238 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:49.253 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 16:25:51.657 INFO - Subject time: 2.4136 sec, approx time ramaining: 12.0680 sec
2017-01-22 16:25:51.657 INFO - Iteration 4:
2017-01-22 16:25:51.657 INFO - Classify accuracy - train: 0.4861 test: 0.6009
2017-01-22 16:25:51.657 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:51.657 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:51.657 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:51.673 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 16:25:54.158 INFO - Subject time: 2.4971 sec, approx time ramaining: 9.9884 sec
2017-01-22 16:25:54.158 INFO - Iteration 5:
2017-01-22 16:25:54.158 INFO - Classify accuracy - train: 0.3264 test: 0.3225
2017-01-22 16:25:54.158 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:54.158 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:54.158 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:54.174 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 16:25:56.560 INFO - Subject time: 2.3973 sec, approx time ramaining: 7.1918 sec
2017-01-22 16:25:56.560 INFO - Iteration 6:
2017-01-22 16:25:56.560 INFO - Classify accuracy - train: 0.3472 test: 0.3349
2017-01-22 16:25:56.560 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:56.560 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:56.560 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:56.576 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 16:25:58.960 INFO - Subject time: 2.3881 sec, approx time ramaining: 4.7762 sec
2017-01-22 16:25:58.960 INFO - Iteration 7:
2017-01-22 16:25:58.960 INFO - Classify accuracy - train: 0.4861 test: 0.4585
2017-01-22 16:25:58.960 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:25:58.960 INFO - >>> Loading from cache scheduled
2017-01-22 16:25:58.960 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:25:58.960 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 16:26:01.362 INFO - Subject time: 2.3986 sec, approx time ramaining: 2.3986 sec
2017-01-22 16:26:01.362 INFO - Iteration 8:
2017-01-22 16:26:01.362 INFO - Classify accuracy - train: 0.4583 test: 0.4613
2017-01-22 16:26:01.362 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:01.362 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:01.362 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:01.362 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 16:26:03.724 INFO - Subject time: 2.3675 sec, approx time ramaining: 0.0000 sec
2017-01-22 16:26:03.724 INFO - Iteration 9:
2017-01-22 16:26:03.724 INFO - Classify accuracy - train: 0.5417 test: 0.5568
2017-01-22 16:26:03.724 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:03.724 INFO - Processed in: 22.7880 sec
2017-01-22 16:26:03.742 INFO - mean: 0.4907/0.4972
2017-01-22 16:26:03.747 INFO - Evaluation step 1/11 done. Elapsed: 23.1325 sec, approx. time remaining: 231.3253 sec
2017-01-22 16:26:03.747 INFO - Begin epoch = 100 evaluation
2017-01-22 16:26:04.043 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:04.044 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:04.045 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 16:26:08.831 INFO - Subject time: 4.7953 sec, approx time ramaining: 38.3624 sec
2017-01-22 16:26:08.831 INFO - Iteration 1:
2017-01-22 16:26:08.831 INFO - Classify accuracy - train: 0.7361 test: 0.7402
2017-01-22 16:26:08.831 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:08.831 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:08.831 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:08.831 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 16:26:13.433 INFO - Subject time: 4.5992 sec, approx time ramaining: 32.1941 sec
2017-01-22 16:26:13.433 INFO - Iteration 2:
2017-01-22 16:26:13.433 INFO - Classify accuracy - train: 0.5486 test: 0.4700
2017-01-22 16:26:13.433 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:13.433 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:13.433 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:13.433 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 16:26:18.031 INFO - Subject time: 4.5877 sec, approx time ramaining: 27.5263 sec
2017-01-22 16:26:18.032 INFO - Iteration 3:
2017-01-22 16:26:18.032 INFO - Classify accuracy - train: 0.8646 test: 0.8388
2017-01-22 16:26:18.033 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:18.037 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:18.037 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:18.037 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 16:26:22.686 INFO - Subject time: 4.6582 sec, approx time ramaining: 23.2912 sec
2017-01-22 16:26:22.686 INFO - Iteration 4:
2017-01-22 16:26:22.686 INFO - Classify accuracy - train: 0.5139 test: 0.6184
2017-01-22 16:26:22.686 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:22.686 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:22.686 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:22.701 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 16:26:27.270 INFO - Subject time: 4.5808 sec, approx time ramaining: 18.3232 sec
2017-01-22 16:26:27.270 INFO - Iteration 5:
2017-01-22 16:26:27.270 INFO - Classify accuracy - train: 0.3403 test: 0.3370
2017-01-22 16:26:27.270 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:27.270 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:27.270 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:27.286 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 16:26:31.889 INFO - Subject time: 4.6204 sec, approx time ramaining: 13.8612 sec
2017-01-22 16:26:31.889 INFO - Iteration 6:
2017-01-22 16:26:31.889 INFO - Classify accuracy - train: 0.3646 test: 0.3256
2017-01-22 16:26:31.905 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:31.905 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:31.905 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:31.905 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 16:26:36.540 INFO - Subject time: 4.6328 sec, approx time ramaining: 9.2656 sec
2017-01-22 16:26:36.541 INFO - Iteration 7:
2017-01-22 16:26:36.541 INFO - Classify accuracy - train: 0.7361 test: 0.7401
2017-01-22 16:26:36.542 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:36.544 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:36.545 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:36.546 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 16:26:41.245 INFO - Subject time: 4.7023 sec, approx time ramaining: 4.7023 sec
2017-01-22 16:26:41.246 INFO - Iteration 8:
2017-01-22 16:26:41.247 INFO - Classify accuracy - train: 0.6285 test: 0.5941
2017-01-22 16:26:41.248 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:41.250 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:41.250 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:41.251 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 16:26:45.815 INFO - Subject time: 4.5757 sec, approx time ramaining: 0.0000 sec
2017-01-22 16:26:45.815 INFO - Iteration 9:
2017-01-22 16:26:45.815 INFO - Classify accuracy - train: 0.7083 test: 0.7273
2017-01-22 16:26:45.815 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:45.815 INFO - Processed in: 41.7866 sec
2017-01-22 16:26:45.815 INFO - mean: 0.6046/0.5990
2017-01-22 16:26:45.831 INFO - Evaluation step 2/11 done. Elapsed: 32.6065 sec, approx. time remaining: 293.4588 sec
2017-01-22 16:26:45.831 INFO - Begin epoch = 200 evaluation
2017-01-22 16:26:46.121 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:46.121 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:46.122 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 16:26:55.238 INFO - Subject time: 9.1177 sec, approx time ramaining: 72.9419 sec
2017-01-22 16:26:55.239 INFO - Iteration 1:
2017-01-22 16:26:55.240 INFO - Classify accuracy - train: 0.8264 test: 0.7900
2017-01-22 16:26:55.240 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:26:55.243 INFO - >>> Loading from cache scheduled
2017-01-22 16:26:55.244 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:26:55.245 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 16:27:04.417 INFO - Subject time: 9.1760 sec, approx time ramaining: 64.2321 sec
2017-01-22 16:27:04.417 INFO - Iteration 2:
2017-01-22 16:27:04.417 INFO - Classify accuracy - train: 0.6563 test: 0.5053
2017-01-22 16:27:04.417 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:27:04.417 INFO - >>> Loading from cache scheduled
2017-01-22 16:27:04.417 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:27:04.417 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 16:27:13.436 INFO - Subject time: 9.0184 sec, approx time ramaining: 54.1107 sec
2017-01-22 16:27:13.436 INFO - Iteration 3:
2017-01-22 16:27:13.436 INFO - Classify accuracy - train: 0.8889 test: 0.8498
2017-01-22 16:27:13.436 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:27:13.436 INFO - >>> Loading from cache scheduled
2017-01-22 16:27:13.436 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:27:13.436 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 16:27:22.623 INFO - Subject time: 9.1828 sec, approx time ramaining: 45.9142 sec
2017-01-22 16:27:22.623 INFO - Iteration 4:
2017-01-22 16:27:22.623 INFO - Classify accuracy - train: 0.6076 test: 0.6272
2017-01-22 16:27:22.623 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:27:22.623 INFO - >>> Loading from cache scheduled
2017-01-22 16:27:22.623 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:27:22.623 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 16:27:31.793 INFO - Subject time: 9.1690 sec, approx time ramaining: 36.6761 sec
2017-01-22 16:27:31.793 INFO - Iteration 5:
2017-01-22 16:27:31.793 INFO - Classify accuracy - train: 0.3229 test: 0.3297
2017-01-22 16:27:31.793 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:27:31.793 INFO - >>> Loading from cache scheduled
2017-01-22 16:27:31.793 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:27:31.793 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 16:27:41.035 INFO - Subject time: 9.2450 sec, approx time ramaining: 27.7349 sec
2017-01-22 16:27:41.035 INFO - Iteration 6:
2017-01-22 16:27:41.035 INFO - Classify accuracy - train: 0.4757 test: 0.4605
2017-01-22 16:27:41.035 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:27:41.035 INFO - >>> Loading from cache scheduled
2017-01-22 16:27:41.051 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:27:41.051 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 16:27:50.810 INFO - Subject time: 9.7603 sec, approx time ramaining: 19.5205 sec
2017-01-22 16:27:50.811 INFO - Iteration 7:
2017-01-22 16:27:50.811 INFO - Classify accuracy - train: 0.8299 test: 0.8231
2017-01-22 16:27:50.812 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:27:50.816 INFO - >>> Loading from cache scheduled
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2017-01-22 16:28:09.992 INFO - Iteration 9:
2017-01-22 16:28:09.992 INFO - Classify accuracy - train: 0.7847 test: 0.7727
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2017-01-22 16:28:09.992 INFO - Processed in: 83.8802 sec
2017-01-22 16:28:09.992 INFO - mean: 0.6782/0.6457
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2017-01-22 16:28:10.008 INFO - Begin epoch = 300 evaluation
2017-01-22 16:28:10.277 INFO - >>> Loading from cache scheduled
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2017-01-22 16:30:14.591 INFO - Iteration 9:
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2017-01-22 16:30:14.625 INFO - Begin epoch = 500 evaluation
2017-01-22 16:30:14.875 INFO - >>> Loading from cache scheduled
2017-01-22 16:30:14.875 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:30:14.891 INFO - >>> Using cache: data/mean_signal_power_T1.mat
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2017-01-22 16:30:37.125 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 16:33:13.732 INFO - Subject time: 22.4599 sec, approx time ramaining: 22.4599 sec
2017-01-22 16:33:13.732 INFO - Iteration 8:
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2017-01-22 16:33:13.747 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 16:33:36.213 INFO - Subject time: 22.4801 sec, approx time ramaining: 0.0000 sec
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2017-01-22 16:33:36.229 INFO - Classify accuracy - train: 0.8160 test: 0.7765
2017-01-22 16:33:36.229 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 16:33:36.229 INFO - Processed in: 201.3441 sec
2017-01-22 16:33:36.229 INFO - mean: 0.7195/0.6593
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2017-01-22 16:33:36.244 INFO - Begin epoch = 700 evaluation
2017-01-22 16:33:36.545 INFO - >>> Loading from cache scheduled
2017-01-22 16:33:36.545 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:33:36.545 INFO - >>> Using cache: data/mean_signal_power_T1.mat
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2017-01-22 16:34:08.179 INFO - Iteration 1:
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2017-01-22 16:34:39.619 INFO - Subject time: 31.4391 sec, approx time ramaining: 220.0737 sec
2017-01-22 16:34:39.619 INFO - Iteration 2:
2017-01-22 16:34:39.619 INFO - Classify accuracy - train: 0.7257 test: 0.4841
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2017-01-22 16:34:39.619 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 16:38:22.078 INFO - Iteration 9:
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2017-01-22 16:38:22.078 INFO - mean: 0.7334/0.6550
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2017-01-22 16:38:22.093 INFO - Begin epoch = 1000 evaluation
2017-01-22 16:38:22.370 INFO - >>> Loading from cache scheduled
2017-01-22 16:38:22.370 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 16:39:07.709 INFO - Iteration 1:
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2017-01-22 16:44:23.558 INFO - Iteration 8:
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2017-01-22 16:44:23.558 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 16:45:09.439 INFO - Iteration 9:
2017-01-22 16:45:09.439 INFO - Classify accuracy - train: 0.8472 test: 0.7803
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2017-01-22 16:45:09.439 INFO - Processed in: 407.0762 sec
2017-01-22 16:45:09.439 INFO - mean: 0.7458/0.6539
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2017-01-22 16:45:09.456 INFO - Begin epoch = 1200 evaluation
2017-01-22 16:45:09.724 INFO - >>> Loading from cache scheduled
2017-01-22 16:45:09.724 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 16:46:04.513 INFO - Iteration 1:
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2017-01-22 16:51:28.834 INFO - Iteration 7:
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2017-01-22 16:53:16.825 INFO - Iteration 9:
2017-01-22 16:53:16.825 INFO - Classify accuracy - train: 0.8507 test: 0.7803
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2017-01-22 16:53:16.841 INFO - Begin epoch = 1500 evaluation
2017-01-22 16:53:17.125 INFO - >>> Loading from cache scheduled
2017-01-22 16:53:17.125 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 16:53:17.125 INFO - >>> Using cache: data/mean_signal_power_T1.mat
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2017-01-22 16:54:25.300 INFO - Iteration 1:
2017-01-22 16:54:25.300 INFO - Classify accuracy - train: 0.9063 test: 0.7687
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2017-01-22 17:02:17.089 INFO - Iteration 8:
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2017-01-22 17:02:17.089 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 17:03:24.887 INFO - Subject time: 67.7915 sec, approx time ramaining: 0.0000 sec
2017-01-22 17:03:24.887 INFO - Iteration 9:
2017-01-22 17:03:24.887 INFO - Classify accuracy - train: 0.8611 test: 0.7803
2017-01-22 17:03:24.887 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:03:24.887 INFO - Processed in: 607.7711 sec
2017-01-22 17:03:24.887 INFO - mean: 0.7593/0.6408
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2017-01-22 17:03:24.903 INFO - Begin epoch = 2000 evaluation
2017-01-22 17:03:25.172 INFO - >>> Loading from cache scheduled
2017-01-22 17:03:25.172 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:03:25.172 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 17:04:55.528 INFO - Subject time: 90.3632 sec, approx time ramaining: 722.9052 sec
2017-01-22 17:04:55.528 INFO - Iteration 1:
2017-01-22 17:04:55.528 INFO - Classify accuracy - train: 0.9167 test: 0.7651
2017-01-22 17:04:55.528 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 17:04:55.544 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 17:06:25.878 INFO - Iteration 2:
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2017-01-22 17:06:25.878 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 17:15:31.900 INFO - Iteration 8:
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2017-01-22 17:17:02.599 INFO - mean: 0.7816/0.6338
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2017-01-22 17:17:02.615 INFO - Begin epoch = 2500 evaluation
2017-01-22 17:17:02.884 INFO - >>> Loading from cache scheduled
2017-01-22 17:17:02.884 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 17:18:56.840 INFO - Iteration 1:
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2017-01-22 17:32:23.298 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 17:34:25.377 INFO - Subject time: 122.0814 sec, approx time ramaining: 0.0000 sec
2017-01-22 17:34:25.377 INFO - Iteration 9:
2017-01-22 17:34:25.378 INFO - Classify accuracy - train: 0.8993 test: 0.7765
2017-01-22 17:34:25.379 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:34:25.380 INFO - Processed in: 1042.4843 sec
2017-01-22 17:34:25.381 INFO - mean: 0.7978/0.6208
2017-01-22 17:34:25.392 INFO - Evaluation step 11/11 done. Elapsed: 851.7706 sec, approx. time remaining: 0.0000 sec
2017-01-22 17:34:25.393 INFO - Done. Total time: 4124.7743 sec