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cnn_batch.log
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2017-01-22 17:37:52.271 INFO - Begin batch = 10 evaluation
2017-01-22 17:37:52.613 INFO - >>> Loading from cache scheduled
2017-01-22 17:37:52.619 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:37:52.632 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 17:40:20.046 INFO - Subject time: 147.4311 sec, approx time ramaining: 1179.4485 sec
2017-01-22 17:40:20.079 INFO - Iteration 1:
2017-01-22 17:40:20.081 INFO - Classify accuracy - train: 0.9132 test: 0.7473
2017-01-22 17:40:20.087 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:40:20.094 INFO - >>> Loading from cache scheduled
2017-01-22 17:40:20.097 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:40:20.101 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 17:42:52.285 INFO - Subject time: 152.1964 sec, approx time ramaining: 1065.3748 sec
2017-01-22 17:42:52.287 INFO - Iteration 2:
2017-01-22 17:42:52.288 INFO - Classify accuracy - train: 0.8646 test: 0.3498
2017-01-22 17:42:52.290 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:42:52.294 INFO - >>> Loading from cache scheduled
2017-01-22 17:42:52.295 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:42:52.298 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 17:45:21.671 INFO - Subject time: 149.3829 sec, approx time ramaining: 896.2975 sec
2017-01-22 17:45:21.671 INFO - Iteration 3:
2017-01-22 17:45:21.671 INFO - Classify accuracy - train: 0.9861 test: 0.8388
2017-01-22 17:45:21.671 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:45:21.671 INFO - >>> Loading from cache scheduled
2017-01-22 17:45:21.671 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:45:21.687 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 17:47:36.879 INFO - Subject time: 135.1968 sec, approx time ramaining: 675.9838 sec
2017-01-22 17:47:36.880 INFO - Iteration 4:
2017-01-22 17:47:36.881 INFO - Classify accuracy - train: 0.7847 test: 0.5746
2017-01-22 17:47:36.882 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:47:36.884 INFO - >>> Loading from cache scheduled
2017-01-22 17:47:36.884 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:47:36.884 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 17:49:50.724 INFO - Subject time: 133.8401 sec, approx time ramaining: 535.3606 sec
2017-01-22 17:49:50.724 INFO - Iteration 5:
2017-01-22 17:49:50.724 INFO - Classify accuracy - train: 0.6042 test: 0.2754
2017-01-22 17:49:50.724 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:49:50.724 INFO - >>> Loading from cache scheduled
2017-01-22 17:49:50.724 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:49:50.724 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 17:52:04.614 INFO - Subject time: 133.8971 sec, approx time ramaining: 401.6913 sec
2017-01-22 17:52:04.630 INFO - Iteration 6:
2017-01-22 17:52:04.630 INFO - Classify accuracy - train: 0.6771 test: 0.3860
2017-01-22 17:52:04.630 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:52:04.630 INFO - >>> Loading from cache scheduled
2017-01-22 17:52:04.630 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:52:04.630 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 17:54:24.120 INFO - Subject time: 139.5017 sec, approx time ramaining: 279.0033 sec
2017-01-22 17:54:24.135 INFO - Iteration 7:
2017-01-22 17:54:24.135 INFO - Classify accuracy - train: 0.9375 test: 0.8159
2017-01-22 17:54:24.135 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:54:24.135 INFO - >>> Loading from cache scheduled
2017-01-22 17:54:24.135 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:54:24.135 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 17:56:41.667 INFO - Subject time: 137.5353 sec, approx time ramaining: 137.5353 sec
2017-01-22 17:56:41.667 INFO - Iteration 8:
2017-01-22 17:56:41.667 INFO - Classify accuracy - train: 0.8993 test: 0.6015
2017-01-22 17:56:41.667 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:56:41.667 INFO - >>> Loading from cache scheduled
2017-01-22 17:56:41.667 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:56:41.667 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 17:59:02.413 INFO - Subject time: 140.7376 sec, approx time ramaining: 0.0000 sec
2017-01-22 17:59:02.414 INFO - Iteration 9:
2017-01-22 17:59:02.414 INFO - Classify accuracy - train: 0.9340 test: 0.7311
2017-01-22 17:59:02.415 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 17:59:02.416 INFO - Processed in: 1269.8054 sec
2017-01-22 17:59:02.419 INFO - mean: 0.8445/0.5912
2017-01-22 17:59:02.428 INFO - Evaluation step 1/11 done. Elapsed: 1270.1757 sec, approx. time remaining: 12701.7571 sec
2017-01-22 17:59:02.431 INFO - Begin batch = 20 evaluation
2017-01-22 17:59:02.873 INFO - >>> Loading from cache scheduled
2017-01-22 17:59:02.874 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 17:59:03.055 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 18:00:20.388 INFO - Subject time: 77.5245 sec, approx time ramaining: 620.1957 sec
2017-01-22 18:00:20.388 INFO - Iteration 1:
2017-01-22 18:00:20.388 INFO - Classify accuracy - train: 0.9097 test: 0.7616
2017-01-22 18:00:20.388 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:00:20.388 INFO - >>> Loading from cache scheduled
2017-01-22 18:00:20.388 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:00:20.388 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 18:01:36.738 INFO - Subject time: 76.3430 sec, approx time ramaining: 534.4013 sec
2017-01-22 18:01:36.738 INFO - Iteration 2:
2017-01-22 18:01:36.738 INFO - Classify accuracy - train: 0.8194 test: 0.4099
2017-01-22 18:01:36.738 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:01:36.738 INFO - >>> Loading from cache scheduled
2017-01-22 18:01:36.738 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:01:36.738 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 18:02:54.355 INFO - Subject time: 77.6222 sec, approx time ramaining: 465.7332 sec
2017-01-22 18:02:54.355 INFO - Iteration 3:
2017-01-22 18:02:54.355 INFO - Classify accuracy - train: 0.9722 test: 0.8388
2017-01-22 18:02:54.355 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:02:54.371 INFO - >>> Loading from cache scheduled
2017-01-22 18:02:54.371 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:02:54.371 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 18:04:11.393 INFO - Subject time: 77.0217 sec, approx time ramaining: 385.1085 sec
2017-01-22 18:04:11.394 INFO - Iteration 4:
2017-01-22 18:04:11.394 INFO - Classify accuracy - train: 0.7500 test: 0.6184
2017-01-22 18:04:11.395 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:04:11.397 INFO - >>> Loading from cache scheduled
2017-01-22 18:04:11.397 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:04:11.398 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 18:05:28.268 INFO - Subject time: 76.8727 sec, approx time ramaining: 307.4907 sec
2017-01-22 18:05:28.269 INFO - Iteration 5:
2017-01-22 18:05:28.270 INFO - Classify accuracy - train: 0.5486 test: 0.2790
2017-01-22 18:05:28.271 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:05:28.271 INFO - >>> Loading from cache scheduled
2017-01-22 18:05:28.271 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:05:28.271 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 18:06:44.088 INFO - Subject time: 75.8177 sec, approx time ramaining: 227.4532 sec
2017-01-22 18:06:44.088 INFO - Iteration 6:
2017-01-22 18:06:44.088 INFO - Classify accuracy - train: 0.7049 test: 0.4140
2017-01-22 18:06:44.088 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:06:44.088 INFO - >>> Loading from cache scheduled
2017-01-22 18:06:44.088 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:06:44.088 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 18:08:01.005 INFO - Subject time: 76.9239 sec, approx time ramaining: 153.8478 sec
2017-01-22 18:08:01.005 INFO - Iteration 7:
2017-01-22 18:08:01.005 INFO - Classify accuracy - train: 0.9236 test: 0.8267
2017-01-22 18:08:01.005 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:08:01.021 INFO - >>> Loading from cache scheduled
2017-01-22 18:08:01.021 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:08:01.021 INFO - >>> Using cache: data/mean_signal_power_T8.mat
2017-01-22 18:09:16.821 INFO - Subject time: 75.8080 sec, approx time ramaining: 75.8080 sec
2017-01-22 18:09:16.821 INFO - Iteration 8:
2017-01-22 18:09:16.821 INFO - Classify accuracy - train: 0.8750 test: 0.6458
2017-01-22 18:09:16.821 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:09:16.821 INFO - >>> Loading from cache scheduled
2017-01-22 18:09:16.821 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:09:16.821 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 18:10:33.672 INFO - Subject time: 76.8513 sec, approx time ramaining: 0.0000 sec
2017-01-22 18:10:33.672 INFO - Iteration 9:
2017-01-22 18:10:33.672 INFO - Classify accuracy - train: 0.9132 test: 0.7538
2017-01-22 18:10:33.672 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:10:33.672 INFO - Processed in: 690.8147 sec
2017-01-22 18:10:33.672 INFO - mean: 0.8241/0.6164
2017-01-22 18:10:33.688 INFO - Evaluation step 2/11 done. Elapsed: 980.7207 sec, approx. time remaining: 8826.4865 sec
2017-01-22 18:10:33.688 INFO - Begin batch = 30 evaluation
2017-01-22 18:10:33.982 INFO - >>> Loading from cache scheduled
2017-01-22 18:10:33.983 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:10:33.984 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 18:11:35.454 INFO - Subject time: 61.4789 sec, approx time ramaining: 491.8308 sec
2017-01-22 18:11:35.454 INFO - Iteration 1:
2017-01-22 18:11:35.454 INFO - Classify accuracy - train: 0.8958 test: 0.7687
2017-01-22 18:11:35.454 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:11:35.454 INFO - >>> Loading from cache scheduled
2017-01-22 18:11:35.454 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:11:35.454 INFO - >>> Using cache: data/mean_signal_power_T2.mat
2017-01-22 18:12:36.687 INFO - Subject time: 61.2244 sec, approx time ramaining: 428.5708 sec
2017-01-22 18:12:36.688 INFO - Iteration 2:
2017-01-22 18:12:36.689 INFO - Classify accuracy - train: 0.7882 test: 0.4735
2017-01-22 18:12:36.690 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:12:36.690 INFO - >>> Loading from cache scheduled
2017-01-22 18:12:36.692 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:12:36.693 INFO - >>> Using cache: data/mean_signal_power_T3.mat
2017-01-22 18:13:38.438 INFO - Subject time: 61.7500 sec, approx time ramaining: 370.4997 sec
2017-01-22 18:13:38.438 INFO - Iteration 3:
2017-01-22 18:13:38.438 INFO - Classify accuracy - train: 0.9514 test: 0.8352
2017-01-22 18:13:38.438 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:13:38.438 INFO - >>> Loading from cache scheduled
2017-01-22 18:13:38.438 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:13:38.438 INFO - >>> Using cache: data/mean_signal_power_T4.mat
2017-01-22 18:14:38.337 INFO - Subject time: 59.8926 sec, approx time ramaining: 299.4630 sec
2017-01-22 18:14:38.337 INFO - Iteration 4:
2017-01-22 18:14:38.337 INFO - Classify accuracy - train: 0.7083 test: 0.6491
2017-01-22 18:14:38.337 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:14:38.337 INFO - >>> Loading from cache scheduled
2017-01-22 18:14:38.337 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:14:38.337 INFO - >>> Using cache: data/mean_signal_power_T5.mat
2017-01-22 18:15:37.954 INFO - Subject time: 59.6130 sec, approx time ramaining: 238.4521 sec
2017-01-22 18:15:37.954 INFO - Iteration 5:
2017-01-22 18:15:37.954 INFO - Classify accuracy - train: 0.4688 test: 0.3080
2017-01-22 18:15:37.954 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:15:37.954 INFO - >>> Loading from cache scheduled
2017-01-22 18:15:37.954 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:15:37.954 INFO - >>> Using cache: data/mean_signal_power_T6.mat
2017-01-22 18:16:37.838 INFO - Subject time: 59.8883 sec, approx time ramaining: 179.6650 sec
2017-01-22 18:16:37.838 INFO - Iteration 6:
2017-01-22 18:16:37.838 INFO - Classify accuracy - train: 0.6597 test: 0.4000
2017-01-22 18:16:37.838 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:16:37.838 INFO - >>> Loading from cache scheduled
2017-01-22 18:16:37.838 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:16:37.838 INFO - >>> Using cache: data/mean_signal_power_T7.mat
2017-01-22 18:17:38.387 INFO - Subject time: 60.5512 sec, approx time ramaining: 121.1023 sec
2017-01-22 18:17:38.387 INFO - Iteration 7:
2017-01-22 18:17:38.387 INFO - Classify accuracy - train: 0.8854 test: 0.8123
2017-01-22 18:17:38.387 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:17:38.387 INFO - >>> Loading from cache scheduled
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2017-01-22 18:19:42.153 INFO - Begin batch = 50 evaluation
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2017-01-22 18:27:15.374 INFO - Begin batch = 75 evaluation
2017-01-22 18:27:15.688 INFO - >>> Loading from cache scheduled
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2017-01-22 18:31:32.768 INFO - Begin batch = 100 evaluation
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2017-01-22 18:35:13.358 INFO - Begin batch = 150 evaluation
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2017-01-22 18:36:57.105 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:36:57.108 INFO - >>> Loading from cache scheduled
2017-01-22 18:36:57.109 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
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2017-01-22 18:37:09.788 INFO - Subject time: 12.6933 sec, approx time ramaining: 0.0000 sec
2017-01-22 18:37:09.788 INFO - Iteration 9:
2017-01-22 18:37:09.788 INFO - Classify accuracy - train: 0.7882 test: 0.7803
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2017-01-22 18:37:09.803 INFO - mean: 0.6809/0.6370
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2017-01-22 18:37:09.804 INFO - Begin batch = 175 evaluation
2017-01-22 18:37:10.103 INFO - >>> Loading from cache scheduled
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2017-01-22 18:37:32.188 INFO - Iteration 1:
2017-01-22 18:37:32.188 INFO - Classify accuracy - train: 0.8229 test: 0.8078
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2017-01-22 18:38:58.421 INFO - Iteration 5:
2017-01-22 18:38:58.421 INFO - Classify accuracy - train: 0.3299 test: 0.3043
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2017-01-22 18:39:41.387 INFO - Iteration 7:
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2017-01-22 18:40:02.905 INFO - Iteration 8:
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2017-01-22 18:40:24.454 INFO - Iteration 9:
2017-01-22 18:40:24.454 INFO - Classify accuracy - train: 0.8090 test: 0.7803
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2017-01-22 18:40:24.454 INFO - mean: 0.6817/0.6342
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2017-01-22 18:40:24.470 INFO - Begin batch = 200 evaluation
2017-01-22 18:40:24.753 INFO - >>> Loading from cache scheduled
2017-01-22 18:40:24.753 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:40:24.753 INFO - >>> Using cache: data/mean_signal_power_T1.mat
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2017-01-22 18:40:40.451 INFO - Iteration 1:
2017-01-22 18:40:40.452 INFO - Classify accuracy - train: 0.8299 test: 0.8078
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2017-01-22 18:40:56.255 INFO - Iteration 2:
2017-01-22 18:40:56.255 INFO - Classify accuracy - train: 0.6563 test: 0.5053
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2017-01-22 18:41:11.921 INFO - Iteration 3:
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2017-01-22 18:41:28.721 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:41:28.723 INFO - >>> Using cache: data/mean_signal_power_T5.mat
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2017-01-22 18:41:44.503 INFO - Iteration 5:
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2017-01-22 18:42:15.871 INFO - Iteration 7:
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2017-01-22 18:42:31.403 INFO - Iteration 8:
2017-01-22 18:42:31.403 INFO - Classify accuracy - train: 0.7222 test: 0.6531
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2017-01-22 18:42:46.880 INFO - Subject time: 15.4606 sec, approx time ramaining: 0.0000 sec
2017-01-22 18:42:46.881 INFO - Iteration 9:
2017-01-22 18:42:46.881 INFO - Classify accuracy - train: 0.7986 test: 0.7841
2017-01-22 18:42:46.882 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:42:46.883 INFO - Processed in: 142.1291 sec
2017-01-22 18:42:46.883 INFO - mean: 0.6840/0.6434
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2017-01-22 18:42:46.888 INFO - Begin batch = 250 evaluation
2017-01-22 18:42:47.173 INFO - >>> Loading from cache scheduled
2017-01-22 18:42:47.173 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:42:47.174 INFO - >>> Using cache: data/mean_signal_power_T1.mat
2017-01-22 18:43:08.601 INFO - Subject time: 21.4297 sec, approx time ramaining: 171.4377 sec
2017-01-22 18:43:08.602 INFO - Iteration 1:
2017-01-22 18:43:08.603 INFO - Classify accuracy - train: 0.8368 test: 0.8078
2017-01-22 18:43:08.604 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 18:43:29.388 INFO - Iteration 2:
2017-01-22 18:43:29.388 INFO - Classify accuracy - train: 0.6701 test: 0.5124
2017-01-22 18:43:29.388 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
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2017-01-22 18:45:52.846 INFO - mean: 0.6906/0.6551
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2017-01-22 18:45:52.887 INFO - Begin batch = 300 evaluation
2017-01-22 18:45:53.154 INFO - >>> Loading from cache scheduled
2017-01-22 18:45:53.154 INFO - Evaluating: features - mean_signal_power, classifier - classify_matcnn...
2017-01-22 18:45:53.154 INFO - >>> Using cache: data/mean_signal_power_T1.mat
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2017-01-22 18:46:14.887 INFO - Iteration 1:
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2017-01-22 18:48:47.172 INFO - >>> Using cache: data/mean_signal_power_T9.mat
2017-01-22 18:49:08.988 INFO - Subject time: 21.8136 sec, approx time ramaining: 0.0000 sec
2017-01-22 18:49:08.988 INFO - Iteration 9:
2017-01-22 18:49:08.988 INFO - Classify accuracy - train: 0.8090 test: 0.7765
2017-01-22 18:49:08.988 INFO - Validate 10-fold - train: 1.0000 test: 1.0000
2017-01-22 18:49:08.988 INFO - Processed in: 195.8359 sec
2017-01-22 18:49:08.988 INFO - mean: 0.6975/0.6539
2017-01-22 18:49:09.005 INFO - Evaluation step 11/11 done. Elapsed: 188.3810 sec, approx. time remaining: 0.0000 sec
2017-01-22 18:49:09.005 INFO - Done. Total time: 4276.7634 sec