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cnn_learn_rate.log
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cnn_learn_rate.log
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2017-01-22 19:42:37.050 INFO - Begin learn rate = 0.001000 evaluation
2017-01-22 19:42:37.350 INFO - >>> Loading from cache scheduled
2017-01-22 19:42:37.355 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:42:37.365 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 19:42:59.393 INFO - Subject time: 22.0399 sec, approx time ramaining: 176.3188 sec
2017-01-22 19:42:59.423 INFO - Iteration 1:
2017-01-22 19:42:59.426 INFO - Classify accuracy - train: 0.5764 test: 0.5730
2017-01-22 19:42:59.430 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:42:59.435 INFO - >>> Loading from cache scheduled
2017-01-22 19:42:59.437 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:42:59.439 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 19:43:20.730 INFO - Subject time: 21.2975 sec, approx time ramaining: 149.0828 sec
2017-01-22 19:43:20.730 INFO - Iteration 2:
2017-01-22 19:43:20.731 INFO - Classify accuracy - train: 0.4514 test: 0.4240
2017-01-22 19:43:20.733 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:43:20.736 INFO - >>> Loading from cache scheduled
2017-01-22 19:43:20.737 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:43:20.739 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 19:43:41.582 INFO - Subject time: 20.8464 sec, approx time ramaining: 125.0786 sec
2017-01-22 19:43:41.582 INFO - Iteration 3:
2017-01-22 19:43:41.583 INFO - Classify accuracy - train: 0.6875 test: 0.7179
2017-01-22 19:43:41.584 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:43:41.587 INFO - >>> Loading from cache scheduled
2017-01-22 19:43:41.588 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:43:41.590 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 19:44:02.386 INFO - Subject time: 20.8005 sec, approx time ramaining: 104.0026 sec
2017-01-22 19:44:02.387 INFO - Iteration 4:
2017-01-22 19:44:02.388 INFO - Classify accuracy - train: 0.4688 test: 0.5965
2017-01-22 19:44:02.388 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:44:02.391 INFO - >>> Loading from cache scheduled
2017-01-22 19:44:02.392 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:44:02.395 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 19:44:23.247 INFO - Subject time: 20.8561 sec, approx time ramaining: 83.4246 sec
2017-01-22 19:44:23.248 INFO - Iteration 5:
2017-01-22 19:44:23.249 INFO - Classify accuracy - train: 0.3264 test: 0.3261
2017-01-22 19:44:23.250 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:44:23.254 INFO - >>> Loading from cache scheduled
2017-01-22 19:44:23.254 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:44:23.255 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 19:44:43.928 INFO - Subject time: 20.6759 sec, approx time ramaining: 62.0277 sec
2017-01-22 19:44:43.929 INFO - Iteration 6:
2017-01-22 19:44:43.930 INFO - Classify accuracy - train: 0.3507 test: 0.3349
2017-01-22 19:44:43.931 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:44:43.933 INFO - >>> Loading from cache scheduled
2017-01-22 19:44:43.934 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:44:43.935 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 19:45:04.627 INFO - Subject time: 20.6951 sec, approx time ramaining: 41.3903 sec
2017-01-22 19:45:04.627 INFO - Iteration 7:
2017-01-22 19:45:04.628 INFO - Classify accuracy - train: 0.4757 test: 0.4477
2017-01-22 19:45:04.628 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:45:04.630 INFO - >>> Loading from cache scheduled
2017-01-22 19:45:04.631 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:45:04.632 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 19:45:25.236 INFO - Subject time: 20.6070 sec, approx time ramaining: 20.6070 sec
2017-01-22 19:45:25.237 INFO - Iteration 8:
2017-01-22 19:45:25.237 INFO - Classify accuracy - train: 0.4549 test: 0.4649
2017-01-22 19:45:25.238 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:45:25.240 INFO - >>> Loading from cache scheduled
2017-01-22 19:45:25.240 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:45:25.241 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 19:45:45.861 INFO - Subject time: 20.6223 sec, approx time ramaining: 0.0000 sec
2017-01-22 19:45:45.862 INFO - Iteration 9:
2017-01-22 19:45:45.863 INFO - Classify accuracy - train: 0.5174 test: 0.5379
2017-01-22 19:45:45.863 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:45:45.865 INFO - Processed in: 188.5163 sec
2017-01-22 19:45:45.868 INFO - mean: 0.4788/0.4914
2017-01-22 19:45:45.882 INFO - Evaluation step 1/10 done. Elapsed: 188.8460 sec, approx. time remaining: 1699.6144 sec
2017-01-22 19:45:45.886 INFO - Begin learn rate = 0.005000 evaluation
2017-01-22 19:45:46.132 INFO - >>> Loading from cache scheduled
2017-01-22 19:45:46.133 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:45:46.134 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 19:46:06.754 INFO - Subject time: 20.6231 sec, approx time ramaining: 164.9849 sec
2017-01-22 19:46:06.754 INFO - Iteration 1:
2017-01-22 19:46:06.755 INFO - Classify accuracy - train: 0.8403 test: 0.8043
2017-01-22 19:46:06.756 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:46:06.758 INFO - >>> Loading from cache scheduled
2017-01-22 19:46:06.759 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:46:06.760 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 19:46:27.377 INFO - Subject time: 20.6196 sec, approx time ramaining: 144.3369 sec
2017-01-22 19:46:27.377 INFO - Iteration 2:
2017-01-22 19:46:27.378 INFO - Classify accuracy - train: 0.6736 test: 0.5124
2017-01-22 19:46:27.378 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:46:27.380 INFO - >>> Loading from cache scheduled
2017-01-22 19:46:27.381 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:46:27.382 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 19:46:47.910 INFO - Subject time: 20.5307 sec, approx time ramaining: 123.1843 sec
2017-01-22 19:46:47.910 INFO - Iteration 3:
2017-01-22 19:46:47.911 INFO - Classify accuracy - train: 0.8889 test: 0.8535
2017-01-22 19:46:47.911 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:46:47.913 INFO - >>> Loading from cache scheduled
2017-01-22 19:46:47.914 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:46:47.915 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 19:47:08.541 INFO - Subject time: 20.6284 sec, approx time ramaining: 103.1422 sec
2017-01-22 19:47:08.542 INFO - Iteration 4:
2017-01-22 19:47:08.543 INFO - Classify accuracy - train: 0.6111 test: 0.6447
2017-01-22 19:47:08.544 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:47:08.546 INFO - >>> Loading from cache scheduled
2017-01-22 19:47:08.547 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:47:08.548 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 19:47:29.222 INFO - Subject time: 20.6772 sec, approx time ramaining: 82.7090 sec
2017-01-22 19:47:29.222 INFO - Iteration 5:
2017-01-22 19:47:29.223 INFO - Classify accuracy - train: 0.3333 test: 0.3370
2017-01-22 19:47:29.223 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:47:29.225 INFO - >>> Loading from cache scheduled
2017-01-22 19:47:29.226 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:47:29.227 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 19:47:49.988 INFO - Subject time: 20.7648 sec, approx time ramaining: 62.2945 sec
2017-01-22 19:47:49.989 INFO - Iteration 6:
2017-01-22 19:47:49.990 INFO - Classify accuracy - train: 0.5104 test: 0.4558
2017-01-22 19:47:49.990 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:47:49.992 INFO - >>> Loading from cache scheduled
2017-01-22 19:47:49.993 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:47:49.993 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 19:48:10.661 INFO - Subject time: 20.6696 sec, approx time ramaining: 41.3392 sec
2017-01-22 19:48:10.661 INFO - Iteration 7:
2017-01-22 19:48:10.662 INFO - Classify accuracy - train: 0.8368 test: 0.8267
2017-01-22 19:48:10.662 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:48:10.664 INFO - >>> Loading from cache scheduled
2017-01-22 19:48:10.665 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:48:10.665 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 19:48:31.358 INFO - Subject time: 20.6945 sec, approx time ramaining: 20.6945 sec
2017-01-22 19:48:31.358 INFO - Iteration 8:
2017-01-22 19:48:31.359 INFO - Classify accuracy - train: 0.7118 test: 0.6642
2017-01-22 19:48:31.359 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:48:31.362 INFO - >>> Loading from cache scheduled
2017-01-22 19:48:31.363 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:48:31.363 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 19:48:51.942 INFO - Subject time: 20.5818 sec, approx time ramaining: 0.0000 sec
2017-01-22 19:48:51.943 INFO - Iteration 9:
2017-01-22 19:48:51.943 INFO - Classify accuracy - train: 0.7986 test: 0.7727
2017-01-22 19:48:51.944 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:48:51.945 INFO - Processed in: 185.8160 sec
2017-01-22 19:48:51.946 INFO - mean: 0.6894/0.6524
2017-01-22 19:48:51.954 INFO - Evaluation step 2/10 done. Elapsed: 187.4585 sec, approx. time remaining: 1499.6678 sec
2017-01-22 19:48:51.958 INFO - Begin learn rate = 0.010000 evaluation
2017-01-22 19:48:52.200 INFO - >>> Loading from cache scheduled
2017-01-22 19:48:52.201 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:48:52.201 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 19:49:12.818 INFO - Subject time: 20.6185 sec, approx time ramaining: 164.9481 sec
2017-01-22 19:49:12.819 INFO - Iteration 1:
2017-01-22 19:49:12.820 INFO - Classify accuracy - train: 0.8542 test: 0.7936
2017-01-22 19:49:12.820 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:49:12.822 INFO - >>> Loading from cache scheduled
2017-01-22 19:49:12.823 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:49:12.823 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 19:49:33.472 INFO - Subject time: 20.6507 sec, approx time ramaining: 144.5550 sec
2017-01-22 19:49:33.473 INFO - Iteration 2:
2017-01-22 19:49:33.474 INFO - Classify accuracy - train: 0.6910 test: 0.5124
2017-01-22 19:49:33.474 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:49:33.476 INFO - >>> Loading from cache scheduled
2017-01-22 19:49:33.477 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:49:33.478 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 19:49:54.054 INFO - Subject time: 20.5785 sec, approx time ramaining: 123.4708 sec
2017-01-22 19:49:54.055 INFO - Iteration 3:
2017-01-22 19:49:54.056 INFO - Classify accuracy - train: 0.9028 test: 0.8498
2017-01-22 19:49:54.056 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:49:54.059 INFO - >>> Loading from cache scheduled
2017-01-22 19:49:54.059 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:49:54.061 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 19:50:14.630 INFO - Subject time: 20.5724 sec, approx time ramaining: 102.8620 sec
2017-01-22 19:50:14.630 INFO - Iteration 4:
2017-01-22 19:50:14.631 INFO - Classify accuracy - train: 0.6389 test: 0.6711
2017-01-22 19:50:14.632 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:50:14.634 INFO - >>> Loading from cache scheduled
2017-01-22 19:50:14.634 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:50:14.635 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 19:50:35.227 INFO - Subject time: 20.5940 sec, approx time ramaining: 82.3762 sec
2017-01-22 19:50:35.227 INFO - Iteration 5:
2017-01-22 19:50:35.228 INFO - Classify accuracy - train: 0.3507 test: 0.3333
2017-01-22 19:50:35.228 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:50:35.230 INFO - >>> Loading from cache scheduled
2017-01-22 19:50:35.231 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:50:35.232 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 19:50:55.813 INFO - Subject time: 20.5833 sec, approx time ramaining: 61.7498 sec
2017-01-22 19:50:55.813 INFO - Iteration 6:
2017-01-22 19:50:55.814 INFO - Classify accuracy - train: 0.5451 test: 0.5023
2017-01-22 19:50:55.814 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:50:55.816 INFO - >>> Loading from cache scheduled
2017-01-22 19:50:55.817 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:50:55.817 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 19:51:16.427 INFO - Subject time: 20.6112 sec, approx time ramaining: 41.2223 sec
2017-01-22 19:51:16.428 INFO - Iteration 7:
2017-01-22 19:51:16.429 INFO - Classify accuracy - train: 0.8472 test: 0.8448
2017-01-22 19:51:16.429 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:51:16.432 INFO - >>> Loading from cache scheduled
2017-01-22 19:51:16.433 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 19:51:16.433 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 19:51:37.045 INFO - Subject time: 20.6146 sec, approx time ramaining: 20.6146 sec
2017-01-22 19:51:37.046 INFO - Iteration 8:
2017-01-22 19:51:37.046 INFO - Classify accuracy - train: 0.7743 test: 0.6642
2017-01-22 19:51:37.047 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 19:51:37.049 INFO - >>> Loading from cache scheduled
2017-01-22 19:51:37.050 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 19:58:14.994 INFO - Begin learn rate = 0.050000 evaluation
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2017-01-22 20:04:58.637 INFO - Iteration 9:
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2017-01-22 20:04:58.637 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:04:58.654 INFO - Processed in: 214.3916 sec
2017-01-22 20:04:58.654 INFO - mean: 0.7851/0.6132
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2017-01-22 20:04:58.667 INFO - Begin learn rate = 0.100000 evaluation
2017-01-22 20:04:58.934 INFO - >>> Loading from cache scheduled
2017-01-22 20:04:58.934 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:06:10.594 INFO - Iteration 3:
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2017-01-22 20:06:34.253 INFO - Iteration 4:
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2017-01-22 20:06:56.687 INFO - Iteration 5:
2017-01-22 20:06:56.687 INFO - Classify accuracy - train: 0.5208 test: 0.2790
2017-01-22 20:06:56.687 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:07:18.837 INFO - Iteration 6:
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2017-01-22 20:07:41.371 INFO - Iteration 7:
2017-01-22 20:07:41.371 INFO - Classify accuracy - train: 0.8750 test: 0.8123
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2017-01-22 20:07:41.386 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:08:04.185 INFO - Iteration 8:
2017-01-22 20:08:04.186 INFO - Classify accuracy - train: 0.7951 test: 0.6015
2017-01-22 20:08:04.187 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:08:28.572 INFO - Subject time: 24.3839 sec, approx time ramaining: 0.0000 sec
2017-01-22 20:08:28.573 INFO - Iteration 9:
2017-01-22 20:08:28.573 INFO - Classify accuracy - train: 0.9063 test: 0.7727
2017-01-22 20:08:28.574 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:08:28.575 INFO - Processed in: 209.6386 sec
2017-01-22 20:08:28.576 INFO - mean: 0.7959/0.6121
2017-01-22 20:08:28.584 INFO - Evaluation step 8/10 done. Elapsed: 205.8457 sec, approx. time remaining: 411.6913 sec
2017-01-22 20:08:28.586 INFO - Begin learn rate = 0.200000 evaluation
2017-01-22 20:08:28.856 INFO - >>> Loading from cache scheduled
2017-01-22 20:08:28.857 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:08:52.986 INFO - Subject time: 24.1397 sec, approx time ramaining: 193.1173 sec
2017-01-22 20:08:52.986 INFO - Iteration 1:
2017-01-22 20:08:52.986 INFO - Classify accuracy - train: 0.9271 test: 0.7367
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2017-01-22 20:08:52.986 INFO - >>> Loading from cache scheduled
2017-01-22 20:08:52.986 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:09:17.156 INFO - Iteration 2:
2017-01-22 20:09:17.156 INFO - Classify accuracy - train: 0.8368 test: 0.4488
2017-01-22 20:09:17.156 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:09:17.156 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:09:41.737 INFO - Iteration 3:
2017-01-22 20:09:41.737 INFO - Classify accuracy - train: 0.9271 test: 0.8168
2017-01-22 20:09:41.737 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:10:06.454 INFO - Iteration 4:
2017-01-22 20:10:06.454 INFO - Classify accuracy - train: 0.7708 test: 0.5307
2017-01-22 20:10:06.454 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:10:06.454 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:10:31.153 INFO - Iteration 5:
2017-01-22 20:10:31.153 INFO - Classify accuracy - train: 0.5625 test: 0.2790
2017-01-22 20:10:31.153 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:10:55.936 INFO - Iteration 6:
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2017-01-22 20:11:21.603 INFO - Iteration 7:
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2017-01-22 20:11:47.303 INFO - Iteration 8:
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2017-01-22 20:12:13.036 INFO - Subject time: 25.7211 sec, approx time ramaining: 0.0000 sec
2017-01-22 20:12:13.036 INFO - Iteration 9:
2017-01-22 20:12:13.036 INFO - Classify accuracy - train: 0.8854 test: 0.6818
2017-01-22 20:12:13.036 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 20:12:13.036 INFO - Processed in: 224.1875 sec
2017-01-22 20:12:13.036 INFO - mean: 0.8206/0.5876
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2017-01-22 20:12:13.053 INFO - Begin learn rate = 0.500000 evaluation
2017-01-22 20:12:13.308 INFO - >>> Loading from cache scheduled
2017-01-22 20:12:13.308 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 20:12:40.065 INFO - Subject time: 26.7490 sec, approx time ramaining: 213.9921 sec
2017-01-22 20:12:40.065 INFO - Iteration 1:
2017-01-22 20:12:40.065 INFO - Classify accuracy - train: 0.7917 test: 0.7189
2017-01-22 20:12:40.065 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:13:09.078 INFO - Iteration 2:
2017-01-22 20:13:09.079 INFO - Classify accuracy - train: 0.8924 test: 0.4099
2017-01-22 20:13:09.079 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:13:38.113 INFO - Iteration 3:
2017-01-22 20:13:38.113 INFO - Classify accuracy - train: 0.9688 test: 0.7949
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2017-01-22 20:14:34.336 INFO - Iteration 5:
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2017-01-22 20:15:00.963 INFO - Iteration 6:
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2017-01-22 20:15:27.753 INFO - Subject time: 26.7835 sec, approx time ramaining: 53.5670 sec
2017-01-22 20:15:27.753 INFO - Iteration 7:
2017-01-22 20:15:27.753 INFO - Classify accuracy - train: 0.9132 test: 0.7509
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2017-01-22 20:15:54.503 INFO - Iteration 8:
2017-01-22 20:15:54.503 INFO - Classify accuracy - train: 0.8785 test: 0.5867
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2017-01-22 20:16:23.130 INFO - Subject time: 28.6317 sec, approx time ramaining: 0.0000 sec
2017-01-22 20:16:23.130 INFO - Iteration 9:
2017-01-22 20:16:23.130 INFO - Classify accuracy - train: 0.8090 test: 0.7765
2017-01-22 20:16:23.130 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 20:16:23.130 INFO - mean: 0.8218/0.5760
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2017-01-22 20:16:23.152 INFO - Done. Total time: 2026.1198 sec