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cnn_imgsize.log
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2017-01-22 21:07:58.927 INFO - Begin imgsize = [8 8] evaluation
2017-01-22 21:07:59.188 INFO - >>> Loading from cache scheduled
2017-01-22 21:07:59.193 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:07:59.205 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 21:08:02.195 INFO - Subject time: 3.0043 sec, approx time ramaining: 24.0346 sec
2017-01-22 21:08:02.222 INFO - Iteration 1:
2017-01-22 21:08:02.224 INFO - Classify accuracy - train: 0.5208 test: 0.5374
2017-01-22 21:08:02.228 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:02.232 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:02.234 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:02.237 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 21:08:04.737 INFO - Subject time: 2.5099 sec, approx time ramaining: 17.5694 sec
2017-01-22 21:08:04.737 INFO - Iteration 2:
2017-01-22 21:08:04.737 INFO - Classify accuracy - train: 0.3993 test: 0.3746
2017-01-22 21:08:04.737 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:04.737 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:04.737 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:04.737 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 21:08:07.370 INFO - Subject time: 2.6248 sec, approx time ramaining: 15.7486 sec
2017-01-22 21:08:07.371 INFO - Iteration 3:
2017-01-22 21:08:07.372 INFO - Classify accuracy - train: 0.5764 test: 0.5788
2017-01-22 21:08:07.373 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:07.375 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:07.377 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:07.379 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 21:08:09.870 INFO - Subject time: 2.4951 sec, approx time ramaining: 12.4757 sec
2017-01-22 21:08:09.871 INFO - Iteration 4:
2017-01-22 21:08:09.871 INFO - Classify accuracy - train: 0.2500 test: 0.2588
2017-01-22 21:08:09.872 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:09.875 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:09.876 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:09.880 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 21:08:12.185 INFO - Subject time: 2.3112 sec, approx time ramaining: 9.2449 sec
2017-01-22 21:08:12.186 INFO - Iteration 5:
2017-01-22 21:08:12.188 INFO - Classify accuracy - train: 0.2500 test: 0.2536
2017-01-22 21:08:12.190 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:12.192 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:12.193 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:12.194 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 21:08:14.460 INFO - Subject time: 2.2807 sec, approx time ramaining: 6.8420 sec
2017-01-22 21:08:14.460 INFO - Iteration 6:
2017-01-22 21:08:14.460 INFO - Classify accuracy - train: 0.2604 test: 0.2465
2017-01-22 21:08:14.460 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:14.460 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:14.476 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:14.476 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 21:08:16.586 INFO - Subject time: 2.1178 sec, approx time ramaining: 4.2356 sec
2017-01-22 21:08:16.586 INFO - Iteration 7:
2017-01-22 21:08:16.586 INFO - Classify accuracy - train: 0.4306 test: 0.4368
2017-01-22 21:08:16.586 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:16.586 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:16.586 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:16.586 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 21:08:18.741 INFO - Subject time: 2.1515 sec, approx time ramaining: 2.1515 sec
2017-01-22 21:08:18.741 INFO - Iteration 8:
2017-01-22 21:08:18.741 INFO - Classify accuracy - train: 0.4201 test: 0.4317
2017-01-22 21:08:18.741 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:18.741 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:18.741 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:18.741 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 21:08:20.947 INFO - Subject time: 2.2027 sec, approx time ramaining: 0.0000 sec
2017-01-22 21:08:20.947 INFO - Iteration 9:
2017-01-22 21:08:20.947 INFO - Classify accuracy - train: 0.4583 test: 0.4773
2017-01-22 21:08:20.947 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:20.947 INFO - Processed in: 21.7691 sec
2017-01-22 21:08:20.947 INFO - mean: 0.3962/0.3995
2017-01-22 21:08:20.969 INFO - Evaluation step 1/15 done. Elapsed: 22.2822 sec, approx. time remaining: 311.9508 sec
2017-01-22 21:08:20.987 INFO - Begin imgsize = [10 10] evaluation
2017-01-22 21:08:21.194 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:21.210 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:21.210 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 21:08:24.953 INFO - Subject time: 3.7522 sec, approx time ramaining: 30.0179 sec
2017-01-22 21:08:24.953 INFO - Iteration 1:
2017-01-22 21:08:24.953 INFO - Classify accuracy - train: 0.6354 test: 0.6192
2017-01-22 21:08:24.953 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:24.953 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:24.953 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:24.953 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 21:08:28.771 INFO - Subject time: 3.8109 sec, approx time ramaining: 26.6764 sec
2017-01-22 21:08:28.771 INFO - Iteration 2:
2017-01-22 21:08:28.771 INFO - Classify accuracy - train: 0.4340 test: 0.4170
2017-01-22 21:08:28.771 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:28.771 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:28.771 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:28.771 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 21:08:32.521 INFO - Subject time: 3.7527 sec, approx time ramaining: 22.5161 sec
2017-01-22 21:08:32.521 INFO - Iteration 3:
2017-01-22 21:08:32.521 INFO - Classify accuracy - train: 0.6979 test: 0.6777
2017-01-22 21:08:32.521 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:32.521 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:32.536 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:32.537 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 21:08:36.239 INFO - Subject time: 3.7114 sec, approx time ramaining: 18.5571 sec
2017-01-22 21:08:36.239 INFO - Iteration 4:
2017-01-22 21:08:36.239 INFO - Classify accuracy - train: 0.3681 test: 0.3728
2017-01-22 21:08:36.239 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:36.239 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:36.239 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:36.239 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 21:08:39.964 INFO - Subject time: 3.7270 sec, approx time ramaining: 14.9079 sec
2017-01-22 21:08:39.964 INFO - Iteration 5:
2017-01-22 21:08:39.964 INFO - Classify accuracy - train: 0.3056 test: 0.2971
2017-01-22 21:08:39.964 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:39.964 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:39.979 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:39.979 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 21:08:43.720 INFO - Subject time: 3.7422 sec, approx time ramaining: 11.2265 sec
2017-01-22 21:08:43.720 INFO - Iteration 6:
2017-01-22 21:08:43.720 INFO - Classify accuracy - train: 0.2639 test: 0.2465
2017-01-22 21:08:43.720 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:43.720 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:43.720 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:43.720 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 21:08:47.471 INFO - Subject time: 3.7492 sec, approx time ramaining: 7.4984 sec
2017-01-22 21:08:47.471 INFO - Iteration 7:
2017-01-22 21:08:47.471 INFO - Classify accuracy - train: 0.5417 test: 0.4874
2017-01-22 21:08:47.471 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:47.471 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:47.471 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:47.471 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 21:08:51.172 INFO - Subject time: 3.7065 sec, approx time ramaining: 3.7065 sec
2017-01-22 21:08:51.172 INFO - Iteration 8:
2017-01-22 21:08:51.172 INFO - Classify accuracy - train: 0.4861 test: 0.5018
2017-01-22 21:08:51.172 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:51.172 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:51.172 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:51.172 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 21:08:54.918 INFO - Subject time: 3.7339 sec, approx time ramaining: 0.0000 sec
2017-01-22 21:08:54.919 INFO - Iteration 9:
2017-01-22 21:08:54.919 INFO - Classify accuracy - train: 0.5278 test: 0.5455
2017-01-22 21:08:54.920 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:08:54.920 INFO - Processed in: 33.7127 sec
2017-01-22 21:08:54.920 INFO - mean: 0.4734/0.4628
2017-01-22 21:08:54.920 INFO - Evaluation step 2/15 done. Elapsed: 28.1195 sec, approx. time remaining: 365.5533 sec
2017-01-22 21:08:54.936 INFO - Begin imgsize = [12 12] evaluation
2017-01-22 21:08:55.165 INFO - >>> Loading from cache scheduled
2017-01-22 21:08:55.166 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:08:55.166 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 21:09:00.118 INFO - Subject time: 4.9534 sec, approx time ramaining: 39.6275 sec
2017-01-22 21:09:00.119 INFO - Iteration 1:
2017-01-22 21:09:00.119 INFO - Classify accuracy - train: 0.7049 test: 0.6940
2017-01-22 21:09:00.120 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:09:00.120 INFO - >>> Loading from cache scheduled
2017-01-22 21:09:00.120 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:09:00.120 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 21:09:05.052 INFO - Subject time: 4.9353 sec, approx time ramaining: 34.5472 sec
2017-01-22 21:09:05.052 INFO - Iteration 2:
2017-01-22 21:09:05.052 INFO - Classify accuracy - train: 0.4653 test: 0.3993
2017-01-22 21:09:05.052 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:09:05.052 INFO - >>> Loading from cache scheduled
2017-01-22 21:09:05.052 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:09:05.052 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 21:09:10.087 INFO - Subject time: 5.0345 sec, approx time ramaining: 30.2069 sec
2017-01-22 21:09:10.087 INFO - Iteration 3:
2017-01-22 21:09:10.087 INFO - Classify accuracy - train: 0.8194 test: 0.7912
2017-01-22 21:09:10.087 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:09:10.087 INFO - >>> Loading from cache scheduled
2017-01-22 21:09:10.087 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:09:10.087 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 21:09:15.109 INFO - Subject time: 5.0120 sec, approx time ramaining: 25.0599 sec
2017-01-22 21:09:15.110 INFO - Iteration 4:
2017-01-22 21:09:15.110 INFO - Classify accuracy - train: 0.3125 test: 0.3816
2017-01-22 21:09:15.111 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:09:15.113 INFO - >>> Loading from cache scheduled
2017-01-22 21:09:15.114 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:09:15.114 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 21:09:20.052 INFO - Subject time: 4.9395 sec, approx time ramaining: 19.7582 sec
2017-01-22 21:09:20.052 INFO - Iteration 5:
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2017-01-22 21:11:57.520 INFO - Begin imgsize = [24 24] evaluation
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2017-01-22 21:16:36.737 INFO - Begin imgsize = [30 30] evaluation
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2017-01-22 21:20:04.218 INFO - Begin imgsize = [32 32] evaluation
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2017-01-22 21:23:40.046 INFO - Begin imgsize = [36 36] evaluation
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2017-01-22 21:28:12.402 INFO - Begin imgsize = [40 40] evaluation
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2017-01-22 21:29:30.147 INFO - Classify accuracy - train: 0.5729 test: 0.4837
2017-01-22 21:29:30.147 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:29:30.147 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:29:43.150 INFO - Iteration 7:
2017-01-22 21:29:43.150 INFO - Classify accuracy - train: 0.8472 test: 0.8592
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2017-01-22 21:29:43.150 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:29:56.105 INFO - Iteration 8:
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2017-01-22 21:30:09.069 INFO - Subject time: 12.9654 sec, approx time ramaining: 0.0000 sec
2017-01-22 21:30:09.069 INFO - Iteration 9:
2017-01-22 21:30:09.069 INFO - Classify accuracy - train: 0.8264 test: 0.7955
2017-01-22 21:30:09.069 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:30:09.069 INFO - Processed in: 116.4345 sec
2017-01-22 21:30:09.069 INFO - mean: 0.7269/0.6602
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2017-01-22 21:30:09.087 INFO - Begin imgsize = [44 44] evaluation
2017-01-22 21:30:09.321 INFO - >>> Loading from cache scheduled
2017-01-22 21:30:09.321 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:30:23.620 INFO - Subject time: 14.3018 sec, approx time ramaining: 114.4142 sec
2017-01-22 21:30:23.620 INFO - Iteration 1:
2017-01-22 21:30:23.620 INFO - Classify accuracy - train: 0.8715 test: 0.7865
2017-01-22 21:30:23.620 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:30:23.620 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:30:37.913 INFO - Iteration 2:
2017-01-22 21:30:37.913 INFO - Classify accuracy - train: 0.7257 test: 0.5159
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2017-01-22 21:30:52.250 INFO - Iteration 3:
2017-01-22 21:30:52.250 INFO - Classify accuracy - train: 0.8993 test: 0.8388
2017-01-22 21:30:52.251 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:30:52.253 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:31:06.494 INFO - Subject time: 14.2428 sec, approx time ramaining: 71.2140 sec
2017-01-22 21:31:06.494 INFO - Iteration 4:
2017-01-22 21:31:06.494 INFO - Classify accuracy - train: 0.6250 test: 0.6974
2017-01-22 21:31:06.494 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:31:20.734 INFO - Subject time: 14.2374 sec, approx time ramaining: 56.9497 sec
2017-01-22 21:31:20.735 INFO - Iteration 5:
2017-01-22 21:31:20.736 INFO - Classify accuracy - train: 0.3993 test: 0.3333
2017-01-22 21:31:20.736 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:31:34.965 INFO - Subject time: 14.2397 sec, approx time ramaining: 42.7190 sec
2017-01-22 21:31:34.965 INFO - Iteration 6:
2017-01-22 21:31:34.965 INFO - Classify accuracy - train: 0.5764 test: 0.4651
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2017-01-22 21:31:34.965 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:31:34.981 INFO - >>> Using cache: data/mean_signal_power_T7.mat
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2017-01-22 21:31:49.253 INFO - Iteration 7:
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2017-01-22 21:31:49.253 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:32:03.521 INFO - Subject time: 14.2671 sec, approx time ramaining: 14.2671 sec
2017-01-22 21:32:03.521 INFO - Iteration 8:
2017-01-22 21:32:03.521 INFO - Classify accuracy - train: 0.7639 test: 0.6716
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2017-01-22 21:32:17.832 INFO - Subject time: 14.3054 sec, approx time ramaining: 0.0000 sec
2017-01-22 21:32:17.833 INFO - Iteration 9:
2017-01-22 21:32:17.833 INFO - Classify accuracy - train: 0.8299 test: 0.7803
2017-01-22 21:32:17.834 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:32:17.835 INFO - Processed in: 128.5147 sec
2017-01-22 21:32:17.835 INFO - mean: 0.7261/0.6617
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2017-01-22 21:32:17.837 INFO - Begin imgsize = [49 49] evaluation
2017-01-22 21:32:18.046 INFO - >>> Loading from cache scheduled
2017-01-22 21:32:18.046 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 21:32:18.046 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 21:32:34.554 INFO - Subject time: 16.5078 sec, approx time ramaining: 132.0628 sec
2017-01-22 21:32:34.554 INFO - Iteration 1:
2017-01-22 21:32:34.554 INFO - Classify accuracy - train: 0.8715 test: 0.7972
2017-01-22 21:32:34.554 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:32:34.554 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:32:51.129 INFO - Subject time: 16.5783 sec, approx time ramaining: 116.0478 sec
2017-01-22 21:32:51.129 INFO - Iteration 2:
2017-01-22 21:32:51.129 INFO - Classify accuracy - train: 0.7326 test: 0.5018
2017-01-22 21:32:51.129 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:32:51.145 INFO - >>> Loading from cache scheduled
2017-01-22 21:32:51.145 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:33:07.777 INFO - Subject time: 16.6400 sec, approx time ramaining: 99.8398 sec
2017-01-22 21:33:07.777 INFO - Iteration 3:
2017-01-22 21:33:07.777 INFO - Classify accuracy - train: 0.9028 test: 0.8352
2017-01-22 21:33:07.777 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:33:24.365 INFO - Subject time: 16.5797 sec, approx time ramaining: 82.8983 sec
2017-01-22 21:33:24.365 INFO - Iteration 4:
2017-01-22 21:33:24.365 INFO - Classify accuracy - train: 0.6493 test: 0.6711
2017-01-22 21:33:24.365 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:33:40.926 INFO - Subject time: 16.5646 sec, approx time ramaining: 66.2586 sec
2017-01-22 21:33:40.926 INFO - Iteration 5:
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2017-01-22 21:33:57.521 INFO - Iteration 6:
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2017-01-22 21:33:57.521 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:34:14.089 INFO - Subject time: 16.5698 sec, approx time ramaining: 33.1396 sec
2017-01-22 21:34:14.089 INFO - Iteration 7:
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2017-01-22 21:34:14.089 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 21:34:30.681 INFO - Iteration 8:
2017-01-22 21:34:30.681 INFO - Classify accuracy - train: 0.7813 test: 0.6679
2017-01-22 21:34:30.697 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 21:34:47.290 INFO - Subject time: 16.6073 sec, approx time ramaining: 0.0000 sec
2017-01-22 21:34:47.306 INFO - Iteration 9:
2017-01-22 21:34:47.306 INFO - Classify accuracy - train: 0.8542 test: 0.7841
2017-01-22 21:34:47.306 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 21:34:47.306 INFO - Processed in: 149.2553 sec
2017-01-22 21:34:47.306 INFO - mean: 0.7388/0.6506