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cnn_momentum.log
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2017-01-22 18:53:14.072 INFO - Begin momentum = 0.010000 evaluation
2017-01-22 18:53:14.388 INFO - >>> Loading from cache scheduled
2017-01-22 18:53:14.388 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:53:14.404 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 18:53:38.570 INFO - Subject time: 24.1736 sec, approx time ramaining: 193.3887 sec
2017-01-22 18:53:38.605 INFO - Iteration 1:
2017-01-22 18:53:38.605 INFO - Classify accuracy - train: 0.8542 test: 0.7936
2017-01-22 18:53:38.605 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:53:38.620 INFO - >>> Loading from cache scheduled
2017-01-22 18:53:38.620 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:53:38.620 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 18:54:01.587 INFO - Subject time: 22.9702 sec, approx time ramaining: 160.7916 sec
2017-01-22 18:54:01.587 INFO - Iteration 2:
2017-01-22 18:54:01.587 INFO - Classify accuracy - train: 0.6910 test: 0.5124
2017-01-22 18:54:01.587 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:54:01.587 INFO - >>> Loading from cache scheduled
2017-01-22 18:54:01.587 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:54:01.587 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 18:54:24.605 INFO - Subject time: 23.0181 sec, approx time ramaining: 138.1084 sec
2017-01-22 18:54:24.605 INFO - Iteration 3:
2017-01-22 18:54:24.605 INFO - Classify accuracy - train: 0.9028 test: 0.8498
2017-01-22 18:54:24.605 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:54:24.605 INFO - >>> Loading from cache scheduled
2017-01-22 18:54:24.620 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:54:24.621 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 18:54:47.404 INFO - Subject time: 22.8009 sec, approx time ramaining: 114.0046 sec
2017-01-22 18:54:47.419 INFO - Iteration 4:
2017-01-22 18:54:47.421 INFO - Classify accuracy - train: 0.6389 test: 0.6711
2017-01-22 18:54:47.421 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:54:47.421 INFO - >>> Loading from cache scheduled
2017-01-22 18:54:47.421 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:54:47.421 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 18:55:10.504 INFO - Subject time: 23.0928 sec, approx time ramaining: 92.3712 sec
2017-01-22 18:55:10.520 INFO - Iteration 5:
2017-01-22 18:55:10.521 INFO - Classify accuracy - train: 0.3507 test: 0.3333
2017-01-22 18:55:10.521 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:55:10.521 INFO - >>> Loading from cache scheduled
2017-01-22 18:55:10.521 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:55:10.521 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 18:55:33.707 INFO - Subject time: 23.1905 sec, approx time ramaining: 69.5716 sec
2017-01-22 18:55:33.717 INFO - Iteration 6:
2017-01-22 18:55:33.718 INFO - Classify accuracy - train: 0.5451 test: 0.5023
2017-01-22 18:55:33.719 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:55:33.721 INFO - >>> Loading from cache scheduled
2017-01-22 18:55:33.721 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:55:33.721 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 18:55:56.471 INFO - Subject time: 22.7520 sec, approx time ramaining: 45.5040 sec
2017-01-22 18:55:56.471 INFO - Iteration 7:
2017-01-22 18:55:56.471 INFO - Classify accuracy - train: 0.8472 test: 0.8448
2017-01-22 18:55:56.471 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:55:56.471 INFO - >>> Loading from cache scheduled
2017-01-22 18:55:56.471 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:55:56.471 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 18:56:19.171 INFO - Subject time: 22.7000 sec, approx time ramaining: 22.7000 sec
2017-01-22 18:56:19.171 INFO - Iteration 8:
2017-01-22 18:56:19.171 INFO - Classify accuracy - train: 0.7743 test: 0.6642
2017-01-22 18:56:19.171 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:56:19.171 INFO - >>> Loading from cache scheduled
2017-01-22 18:56:19.171 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:56:19.171 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 18:56:42.155 INFO - Subject time: 22.9888 sec, approx time ramaining: 0.0000 sec
2017-01-22 18:56:42.155 INFO - Iteration 9:
2017-01-22 18:56:42.155 INFO - Classify accuracy - train: 0.8194 test: 0.7765
2017-01-22 18:56:42.155 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:56:42.171 INFO - Processed in: 207.7805 sec
2017-01-22 18:56:42.171 INFO - mean: 0.7137/0.6609
2017-01-22 18:56:42.188 INFO - Evaluation step 1/10 done. Elapsed: 208.1254 sec, approx. time remaining: 1873.1290 sec
2017-01-22 18:56:42.188 INFO - Begin momentum = 0.110000 evaluation
2017-01-22 18:56:42.455 INFO - >>> Loading from cache scheduled
2017-01-22 18:56:42.455 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:56:42.471 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 18:57:05.089 INFO - Subject time: 22.6312 sec, approx time ramaining: 181.0492 sec
2017-01-22 18:57:05.089 INFO - Iteration 1:
2017-01-22 18:57:05.089 INFO - Classify accuracy - train: 0.8542 test: 0.7936
2017-01-22 18:57:05.089 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:57:05.089 INFO - >>> Loading from cache scheduled
2017-01-22 18:57:05.089 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:57:05.105 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 18:57:27.904 INFO - Subject time: 22.8026 sec, approx time ramaining: 159.6185 sec
2017-01-22 18:57:27.904 INFO - Iteration 2:
2017-01-22 18:57:27.904 INFO - Classify accuracy - train: 0.7049 test: 0.5053
2017-01-22 18:57:27.904 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:57:27.904 INFO - >>> Loading from cache scheduled
2017-01-22 18:57:27.904 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:57:27.904 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 18:57:50.737 INFO - Subject time: 22.8428 sec, approx time ramaining: 137.0567 sec
2017-01-22 18:57:50.737 INFO - Iteration 3:
2017-01-22 18:57:50.752 INFO - Classify accuracy - train: 0.9097 test: 0.8535
2017-01-22 18:57:50.752 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:57:50.755 INFO - >>> Loading from cache scheduled
2017-01-22 18:57:50.755 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:57:50.755 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 18:58:13.604 INFO - Subject time: 22.8597 sec, approx time ramaining: 114.2986 sec
2017-01-22 18:58:13.604 INFO - Iteration 4:
2017-01-22 18:58:13.604 INFO - Classify accuracy - train: 0.6389 test: 0.6623
2017-01-22 18:58:13.604 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:58:13.604 INFO - >>> Loading from cache scheduled
2017-01-22 18:58:13.604 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:58:13.621 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 18:58:36.471 INFO - Subject time: 22.8565 sec, approx time ramaining: 91.4260 sec
2017-01-22 18:58:36.471 INFO - Iteration 5:
2017-01-22 18:58:36.471 INFO - Classify accuracy - train: 0.3785 test: 0.3297
2017-01-22 18:58:36.471 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:58:36.471 INFO - >>> Loading from cache scheduled
2017-01-22 18:58:36.471 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:58:36.471 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 18:58:59.137 INFO - Subject time: 22.6644 sec, approx time ramaining: 67.9933 sec
2017-01-22 18:58:59.137 INFO - Iteration 6:
2017-01-22 18:58:59.137 INFO - Classify accuracy - train: 0.5486 test: 0.4930
2017-01-22 18:58:59.137 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:58:59.137 INFO - >>> Loading from cache scheduled
2017-01-22 18:58:59.137 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:58:59.137 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 18:59:21.838 INFO - Subject time: 22.6996 sec, approx time ramaining: 45.3992 sec
2017-01-22 18:59:21.838 INFO - Iteration 7:
2017-01-22 18:59:21.838 INFO - Classify accuracy - train: 0.8542 test: 0.8448
2017-01-22 18:59:21.838 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:59:21.838 INFO - >>> Loading from cache scheduled
2017-01-22 18:59:21.838 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:59:21.838 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 18:59:44.654 INFO - Subject time: 22.8200 sec, approx time ramaining: 22.8200 sec
2017-01-22 18:59:44.654 INFO - Iteration 8:
2017-01-22 18:59:44.654 INFO - Classify accuracy - train: 0.7813 test: 0.6716
2017-01-22 18:59:44.670 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:59:44.671 INFO - >>> Loading from cache scheduled
2017-01-22 18:59:44.671 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:59:44.671 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 19:00:07.471 INFO - Subject time: 22.7997 sec, approx time ramaining: 0.0000 sec
2017-01-22 19:00:07.471 INFO - Iteration 9:
2017-01-22 19:00:07.471 INFO - Classify accuracy - train: 0.8160 test: 0.7765
2017-01-22 19:00:07.471 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:00:07.471 INFO - Processed in: 205.0087 sec
2017-01-22 19:00:07.471 INFO - mean: 0.7207/0.6589
2017-01-22 19:00:07.471 INFO - Evaluation step 2/10 done. Elapsed: 206.7105 sec, approx. time remaining: 1653.6840 sec
2017-01-22 19:00:07.488 INFO - Begin momentum = 0.210000 evaluation
2017-01-22 19:00:07.755 INFO - >>> Loading from cache scheduled
2017-01-22 19:00:07.755 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:00:07.755 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 19:00:30.455 INFO - Subject time: 22.7026 sec, approx time ramaining: 181.6207 sec
2017-01-22 19:00:30.455 INFO - Iteration 1:
2017-01-22 19:00:30.470 INFO - Classify accuracy - train: 0.8576 test: 0.7900
2017-01-22 19:00:30.471 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:00:30.471 INFO - >>> Loading from cache scheduled
2017-01-22 19:00:30.471 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:00:30.471 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 19:00:53.137 INFO - Subject time: 22.6694 sec, approx time ramaining: 158.6861 sec
2017-01-22 19:00:53.137 INFO - Iteration 2:
2017-01-22 19:00:53.137 INFO - Classify accuracy - train: 0.7153 test: 0.4912
2017-01-22 19:00:53.137 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:00:53.137 INFO - >>> Loading from cache scheduled
2017-01-22 19:00:53.137 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:00:53.137 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 19:01:16.054 INFO - Subject time: 22.9141 sec, approx time ramaining: 137.4849 sec
2017-01-22 19:01:16.054 INFO - Iteration 3:
2017-01-22 19:01:16.054 INFO - Classify accuracy - train: 0.9097 test: 0.8535
2017-01-22 19:01:16.054 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:01:16.054 INFO - >>> Loading from cache scheduled
2017-01-22 19:01:16.054 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:01:16.054 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 19:01:38.771 INFO - Subject time: 22.7112 sec, approx time ramaining: 113.5559 sec
2017-01-22 19:01:38.771 INFO - Iteration 4:
2017-01-22 19:01:38.771 INFO - Classify accuracy - train: 0.6424 test: 0.6711
2017-01-22 19:01:38.771 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:01:38.771 INFO - >>> Loading from cache scheduled
2017-01-22 19:01:38.771 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:01:38.771 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 19:02:01.488 INFO - Subject time: 22.7224 sec, approx time ramaining: 90.8896 sec
2017-01-22 19:02:01.488 INFO - Iteration 5:
2017-01-22 19:02:01.488 INFO - Classify accuracy - train: 0.3715 test: 0.3188
2017-01-22 19:02:01.488 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:02:01.504 INFO - >>> Loading from cache scheduled
2017-01-22 19:02:01.504 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:02:01.504 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 19:02:24.405 INFO - Subject time: 22.9165 sec, approx time ramaining: 68.7496 sec
2017-01-22 19:02:24.405 INFO - Iteration 6:
2017-01-22 19:02:24.405 INFO - Classify accuracy - train: 0.5625 test: 0.4977
2017-01-22 19:02:24.421 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:02:24.421 INFO - >>> Loading from cache scheduled
2017-01-22 19:02:24.421 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:02:24.421 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 19:02:47.434 INFO - Subject time: 23.0121 sec, approx time ramaining: 46.0243 sec
2017-01-22 19:02:47.434 INFO - Iteration 7:
2017-01-22 19:02:47.435 INFO - Classify accuracy - train: 0.8472 test: 0.8412
2017-01-22 19:02:47.436 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:02:47.438 INFO - >>> Loading from cache scheduled
2017-01-22 19:02:47.438 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:02:47.438 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 19:03:10.138 INFO - Subject time: 22.7010 sec, approx time ramaining: 22.7010 sec
2017-01-22 19:03:10.138 INFO - Iteration 8:
2017-01-22 19:03:10.138 INFO - Classify accuracy - train: 0.7778 test: 0.6679
2017-01-22 19:03:10.138 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:03:10.138 INFO - >>> Loading from cache scheduled
2017-01-22 19:03:10.138 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:03:10.138 INFO - >>> Using cache: data/mean_signal_power_T9.mat
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2017-01-22 19:03:32.904 INFO - Iteration 9:
2017-01-22 19:03:32.904 INFO - Classify accuracy - train: 0.8160 test: 0.7879
2017-01-22 19:03:32.904 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 19:03:32.904 INFO - mean: 0.7222/0.6577
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2017-01-22 19:03:32.920 INFO - Begin momentum = 0.310000 evaluation
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2017-01-22 19:03:33.204 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:06:59.620 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:10:26.204 INFO - mean: 0.7365/0.6548
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2017-01-22 19:10:26.220 INFO - Begin momentum = 0.510000 evaluation
2017-01-22 19:10:26.537 INFO - >>> Loading from cache scheduled
2017-01-22 19:10:26.538 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:10:49.337 INFO - Subject time: 22.8133 sec, approx time ramaining: 182.5065 sec
2017-01-22 19:10:49.337 INFO - Iteration 1:
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2017-01-22 19:10:49.354 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:10:49.354 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 19:11:12.221 INFO - Subject time: 22.8709 sec, approx time ramaining: 160.0964 sec
2017-01-22 19:11:12.221 INFO - Iteration 2:
2017-01-22 19:11:12.221 INFO - Classify accuracy - train: 0.7431 test: 0.5194
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2017-01-22 19:13:53.421 INFO - Begin momentum = 0.610000 evaluation
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2017-01-22 19:14:17.054 INFO - Iteration 1:
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2017-01-22 19:17:22.754 INFO - Classify accuracy - train: 0.8507 test: 0.7803
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2017-01-22 19:17:22.754 INFO - mean: 0.7500/0.6537
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2017-01-22 19:17:22.770 INFO - Begin momentum = 0.710000 evaluation
2017-01-22 19:17:23.041 INFO - >>> Loading from cache scheduled
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2017-01-22 19:20:03.121 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:20:49.055 INFO - Subject time: 23.0440 sec, approx time ramaining: 0.0000 sec
2017-01-22 19:20:49.055 INFO - Iteration 9:
2017-01-22 19:20:49.055 INFO - Classify accuracy - train: 0.8646 test: 0.7727
2017-01-22 19:20:49.055 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:20:49.071 INFO - Processed in: 206.0316 sec
2017-01-22 19:20:49.072 INFO - mean: 0.7623/0.6390
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2017-01-22 19:20:49.081 INFO - Begin momentum = 0.810000 evaluation
2017-01-22 19:20:49.354 INFO - >>> Loading from cache scheduled
2017-01-22 19:20:49.354 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:21:12.197 INFO - Subject time: 22.8308 sec, approx time ramaining: 182.6467 sec
2017-01-22 19:21:12.197 INFO - Iteration 1:
2017-01-22 19:21:12.197 INFO - Classify accuracy - train: 0.9236 test: 0.7509
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2017-01-22 19:21:35.171 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:21:58.588 INFO - Iteration 3:
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2017-01-22 19:21:58.588 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 19:21:58.604 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:22:21.974 INFO - Iteration 4:
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2017-01-22 19:22:21.977 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:22:45.237 INFO - Subject time: 23.2620 sec, approx time ramaining: 93.0481 sec
2017-01-22 19:22:45.237 INFO - Iteration 5:
2017-01-22 19:22:45.237 INFO - Classify accuracy - train: 0.4757 test: 0.3080
2017-01-22 19:22:45.237 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 19:23:08.071 INFO - Subject time: 22.8291 sec, approx time ramaining: 68.4872 sec
2017-01-22 19:23:08.071 INFO - Iteration 6:
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2017-01-22 19:23:30.954 INFO - Iteration 7:
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2017-01-22 19:23:53.754 INFO - Iteration 8:
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2017-01-22 19:24:16.588 INFO - Subject time: 22.8412 sec, approx time ramaining: 0.0000 sec
2017-01-22 19:24:16.588 INFO - Iteration 9:
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2017-01-22 19:24:16.588 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 19:24:16.588 INFO - mean: 0.7932/0.6285
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2017-01-22 19:24:16.613 INFO - Begin momentum = 0.910000 evaluation
2017-01-22 19:24:16.887 INFO - >>> Loading from cache scheduled
2017-01-22 19:24:16.887 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:24:39.787 INFO - Subject time: 22.8993 sec, approx time ramaining: 183.1948 sec
2017-01-22 19:24:39.788 INFO - Iteration 1:
2017-01-22 19:24:39.788 INFO - Classify accuracy - train: 0.9549 test: 0.7295
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2017-01-22 19:24:39.788 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:24:39.788 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 19:25:02.603 INFO - Subject time: 22.8127 sec, approx time ramaining: 159.6891 sec
2017-01-22 19:25:02.604 INFO - Iteration 2:
2017-01-22 19:25:02.605 INFO - Classify accuracy - train: 0.8819 test: 0.4064
2017-01-22 19:25:02.605 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 19:25:02.605 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:25:25.555 INFO - Iteration 3:
2017-01-22 19:25:25.555 INFO - Classify accuracy - train: 0.9792 test: 0.8205
2017-01-22 19:25:25.555 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 19:26:10.854 INFO - Iteration 5:
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2017-01-22 19:26:33.607 INFO - Subject time: 22.7557 sec, approx time ramaining: 68.2671 sec
2017-01-22 19:26:33.607 INFO - Iteration 6:
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2017-01-22 19:26:56.520 INFO - Subject time: 22.9054 sec, approx time ramaining: 45.8107 sec
2017-01-22 19:26:56.520 INFO - Iteration 7:
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2017-01-22 19:27:19.822 INFO - Iteration 8:
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2017-01-22 19:27:42.701 INFO - mean: 0.8603/0.6014
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2017-01-22 19:27:42.704 INFO - Done. Total time: 2068.6530 sec