2019-03-21 00:42:34,987 DEBUG Test accuracy for 'Subject02': 0.6181818181818182
2019-03-21 00:42:48,815 DEBUG Test accuracy for 'Subject03': 0.9503916449086162
2019-03-21 00:43:01,246 DEBUG Test accuracy for 'Subject04': 0.9748858447488584
2019-03-21 00:43:13,877 DEBUG Test accuracy for 'Subject05': 0.9360730593607306
2019-03-21 00:43:26,192 DEBUG Test accuracy for 'Subject06': 0.8519362186788155
2019-03-21 00:43:38,702 DEBUG Test accuracy for 'Subject07': 0.8977272727272727
2019-03-21 00:43:51,120 DEBUG Test accuracy for 'Subject08': 0.9299065420560748
2019-03-21 00:44:03,541 DEBUG Test accuracy for 'Subject09': 0.9248291571753986
2019-03-21 00:44:15,968 DEBUG Test accuracy for 'Subject11': 0.9143518518518519
2019-03-21 00:44:28,383 DEBUG Test accuracy for 'Subject12': 0.9431818181818182
2019-03-21 00:44:40,887 DEBUG Test accuracy for 'Subject13': 0.9
2019-03-21 00:44:53,518 DEBUG Test accuracy for 'Subject16': 0.6692913385826772
2019-03-21 00:45:05,837 DEBUG Test accuracy for 'Subject17': 0.9022727272727272
2019-03-21 00:45:18,057 DEBUG Test accuracy for 'Subject18': 0.6536697247706422
2019-03-21 00:45:30,560 DEBUG Test accuracy for 'Subject19': 0.9204545454545454
2019-03-21 00:45:30,567 INFO Average Accuracy(['Subject02' 'Subject03' 'Subject04' 'Subject05' 'Subject06' 'Subject07'
 'Subject08' 'Subject09' 'Subject11' 'Subject12' 'Subject13' 'Subject16'
 'Subject17' 'Subject18' 'Subject19']): 0.8707128180812391
2019-03-21 00:45:30,567 DEBUG Worst subject: Subject02 (0.6181818181818182)
2019-03-21 00:45:42,187 DEBUG Test accuracy for 'Subject03': 0.9530026109660574
2019-03-21 00:45:53,473 DEBUG Test accuracy for 'Subject04': 0.9817351598173516
2019-03-21 00:46:04,964 DEBUG Test accuracy for 'Subject05': 0.95662100456621
2019-03-21 00:46:16,351 DEBUG Test accuracy for 'Subject06': 0.8656036446469249
2019-03-21 00:46:27,937 DEBUG Test accuracy for 'Subject07': 0.9363636363636364
2019-03-21 00:46:39,343 DEBUG Test accuracy for 'Subject08': 0.9299065420560748
2019-03-21 00:46:50,727 DEBUG Test accuracy for 'Subject09': 0.9339407744874715
2019-03-21 00:47:02,024 DEBUG Test accuracy for 'Subject11': 0.9074074074074074
2019-03-21 00:47:13,513 DEBUG Test accuracy for 'Subject12': 0.95
2019-03-21 00:47:24,825 DEBUG Test accuracy for 'Subject13': 0.9227272727272727
2019-03-21 00:47:36,515 DEBUG Test accuracy for 'Subject16': 0.7086614173228346
2019-03-21 00:47:47,900 DEBUG Test accuracy for 'Subject17': 0.9136363636363637
2019-03-21 00:47:59,025 DEBUG Test accuracy for 'Subject18': 0.6788990825688074
2019-03-21 00:48:10,517 DEBUG Test accuracy for 'Subject19': 0.9227272727272727
2019-03-21 00:48:10,528 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject06' 'Subject07' 'Subject08'
 'Subject09' 'Subject11' 'Subject12' 'Subject13' 'Subject16' 'Subject17'
 'Subject18' 'Subject19']): 0.8861142950712297
2019-03-21 00:48:10,528 DEBUG Worst subject: Subject18 (0.6788990825688074)
2019-03-21 00:48:21,117 DEBUG Test accuracy for 'Subject03': 0.9425587467362925
2019-03-21 00:48:31,192 DEBUG Test accuracy for 'Subject04': 0.9794520547945206
2019-03-21 00:48:41,601 DEBUG Test accuracy for 'Subject05': 0.9452054794520548
2019-03-21 00:48:51,872 DEBUG Test accuracy for 'Subject06': 0.8747152619589977
2019-03-21 00:49:02,163 DEBUG Test accuracy for 'Subject07': 0.9068181818181819
2019-03-21 00:49:12,234 DEBUG Test accuracy for 'Subject08': 0.9369158878504673
2019-03-21 00:49:22,415 DEBUG Test accuracy for 'Subject09': 0.9271070615034168
2019-03-21 00:49:32,694 DEBUG Test accuracy for 'Subject11': 0.9189814814814815
2019-03-21 00:49:43,173 DEBUG Test accuracy for 'Subject12': 0.9568181818181818
2019-03-21 00:49:53,356 DEBUG Test accuracy for 'Subject13': 0.9090909090909091
2019-03-21 00:50:03,954 DEBUG Test accuracy for 'Subject16': 0.6929133858267716
2019-03-21 00:50:14,132 DEBUG Test accuracy for 'Subject17': 0.9090909090909091
2019-03-21 00:50:24,212 DEBUG Test accuracy for 'Subject19': 0.9136363636363637
2019-03-21 00:50:24,224 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject06' 'Subject07' 'Subject08'
 'Subject09' 'Subject11' 'Subject12' 'Subject13' 'Subject16' 'Subject17'
 'Subject19']): 0.8952165298613076
2019-03-21 00:50:24,225 DEBUG Worst subject: Subject16 (0.6929133858267716)
2019-03-21 00:50:34,109 DEBUG Test accuracy for 'Subject03': 0.95822454308094
2019-03-21 00:50:43,769 DEBUG Test accuracy for 'Subject04': 0.9817351598173516
2019-03-21 00:50:54,159 DEBUG Test accuracy for 'Subject05': 0.954337899543379
2019-03-21 00:51:05,755 DEBUG Test accuracy for 'Subject06': 0.8815489749430524
2019-03-21 00:51:17,299 DEBUG Test accuracy for 'Subject07': 0.8818181818181818
2019-03-21 00:51:28,719 DEBUG Test accuracy for 'Subject08': 0.9182242990654206
2019-03-21 00:51:40,418 DEBUG Test accuracy for 'Subject09': 0.9362186788154897
2019-03-21 00:51:52,008 DEBUG Test accuracy for 'Subject11': 0.9097222222222222
2019-03-21 00:52:03,621 DEBUG Test accuracy for 'Subject12': 0.9636363636363636
2019-03-21 00:52:15,088 DEBUG Test accuracy for 'Subject13': 0.9340909090909091
2019-03-21 00:52:26,322 DEBUG Test accuracy for 'Subject17': 0.8977272727272727
2019-03-21 00:52:37,737 DEBUG Test accuracy for 'Subject19': 0.9295454545454546
2019-03-21 00:52:37,754 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject06' 'Subject07' 'Subject08'
 'Subject09' 'Subject11' 'Subject12' 'Subject13' 'Subject17' 'Subject19']): 0.9028081532674307
2019-03-21 00:52:37,754 DEBUG Worst subject: Subject06 (0.8815489749430524)
2019-03-21 00:52:48,479 DEBUG Test accuracy for 'Subject03': 0.95822454308094
2019-03-21 00:52:59,150 DEBUG Test accuracy for 'Subject04': 0.9771689497716894
2019-03-21 00:53:09,698 DEBUG Test accuracy for 'Subject05': 0.95662100456621
2019-03-21 00:53:19,896 DEBUG Test accuracy for 'Subject07': 0.8159090909090909
2019-03-21 00:53:30,239 DEBUG Test accuracy for 'Subject08': 0.9065420560747663
2019-03-21 00:53:40,635 DEBUG Test accuracy for 'Subject09': 0.9202733485193622
2019-03-21 00:53:50,966 DEBUG Test accuracy for 'Subject11': 0.9259259259259259
2019-03-21 00:54:01,334 DEBUG Test accuracy for 'Subject12': 0.9704545454545455
2019-03-21 00:54:11,600 DEBUG Test accuracy for 'Subject13': 0.8954545454545455
2019-03-21 00:54:21,965 DEBUG Test accuracy for 'Subject17': 0.9
2019-03-21 00:54:32,419 DEBUG Test accuracy for 'Subject19': 0.9045454545454545
2019-03-21 00:54:32,435 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject07' 'Subject08' 'Subject09'
 'Subject11' 'Subject12' 'Subject13' 'Subject17' 'Subject19']): 0.9058653149891384
2019-03-21 00:54:32,435 DEBUG Worst subject: Subject07 (0.8159090909090909)
2019-03-21 00:54:41,650 DEBUG Test accuracy for 'Subject03': 0.9477806788511749
2019-03-21 00:54:50,595 DEBUG Test accuracy for 'Subject04': 0.9771689497716894
2019-03-21 00:54:59,942 DEBUG Test accuracy for 'Subject05': 0.954337899543379
2019-03-21 00:55:09,397 DEBUG Test accuracy for 'Subject08': 0.9088785046728972
2019-03-21 00:55:18,644 DEBUG Test accuracy for 'Subject09': 0.929384965831435
2019-03-21 00:55:27,487 DEBUG Test accuracy for 'Subject11': 0.9074074074074074
2019-03-21 00:55:36,509 DEBUG Test accuracy for 'Subject12': 0.9636363636363636
2019-03-21 00:55:45,554 DEBUG Test accuracy for 'Subject13': 0.9090909090909091
2019-03-21 00:55:54,778 DEBUG Test accuracy for 'Subject17': 0.9068181818181819
2019-03-21 00:56:03,902 DEBUG Test accuracy for 'Subject19': 0.9022727272727272
2019-03-21 00:56:03,920 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject08' 'Subject09' 'Subject11'
 'Subject12' 'Subject13' 'Subject17' 'Subject19']): 0.9091990732043334
2019-03-21 00:56:03,920 DEBUG Worst subject: Subject19 (0.9022727272727272)
2019-03-21 00:56:12,230 DEBUG Test accuracy for 'Subject03': 0.9425587467362925
2019-03-21 00:56:20,214 DEBUG Test accuracy for 'Subject04': 0.9748858447488584
2019-03-21 00:56:28,319 DEBUG Test accuracy for 'Subject05': 0.9634703196347032
2019-03-21 00:56:36,305 DEBUG Test accuracy for 'Subject08': 0.8948598130841121
2019-03-21 00:56:44,448 DEBUG Test accuracy for 'Subject09': 0.9225512528473804
2019-03-21 00:56:52,456 DEBUG Test accuracy for 'Subject11': 0.8819444444444444
2019-03-21 00:57:00,639 DEBUG Test accuracy for 'Subject12': 0.9568181818181818
2019-03-21 00:57:08,822 DEBUG Test accuracy for 'Subject13': 0.8863636363636364
2019-03-21 00:57:16,708 DEBUG Test accuracy for 'Subject17': 0.8704545454545455
2019-03-21 00:57:16,733 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject08' 'Subject09' 'Subject11'
 'Subject12' 'Subject13' 'Subject17']): 0.9105148536966718
2019-03-21 00:57:16,733 DEBUG Worst subject: Subject17 (0.8704545454545455)
2019-03-21 00:57:23,804 DEBUG Test accuracy for 'Subject03': 0.9216710182767625
2019-03-21 00:57:30,805 DEBUG Test accuracy for 'Subject04': 0.9680365296803652
2019-03-21 00:57:37,658 DEBUG Test accuracy for 'Subject05': 0.954337899543379
2019-03-21 00:57:44,676 DEBUG Test accuracy for 'Subject08': 0.9065420560747663
2019-03-21 00:57:51,546 DEBUG Test accuracy for 'Subject09': 0.908883826879271
2019-03-21 00:57:58,512 DEBUG Test accuracy for 'Subject11': 0.9143518518518519
2019-03-21 00:58:05,572 DEBUG Test accuracy for 'Subject12': 0.9818181818181818
2019-03-21 00:58:12,616 DEBUG Test accuracy for 'Subject13': 0.884090909090909
2019-03-21 00:58:12,652 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject08' 'Subject09' 'Subject11'
 'Subject12' 'Subject13']): 0.912238243236358
2019-03-21 00:58:12,652 DEBUG Worst subject: Subject13 (0.884090909090909)
2019-03-21 00:58:18,770 DEBUG Test accuracy for 'Subject03': 0.9321148825065274
2019-03-21 00:58:24,605 DEBUG Test accuracy for 'Subject04': 0.9703196347031964
2019-03-21 00:58:30,617 DEBUG Test accuracy for 'Subject05': 0.9337899543378996
2019-03-21 00:58:36,510 DEBUG Test accuracy for 'Subject08': 0.8878504672897196
2019-03-21 00:58:42,453 DEBUG Test accuracy for 'Subject09': 0.9271070615034168
2019-03-21 00:58:48,202 DEBUG Test accuracy for 'Subject11': 0.8842592592592593
2019-03-21 00:58:54,313 DEBUG Test accuracy for 'Subject12': 0.9681818181818181
2019-03-21 00:58:54,338 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject08' 'Subject09' 'Subject11'
 'Subject12']): 0.9134478841238285
2019-03-21 00:58:54,338 DEBUG Worst subject: Subject11 (0.8842592592592593)
2019-03-21 00:58:59,614 DEBUG Test accuracy for 'Subject03': 0.9425587467362925
2019-03-21 00:59:04,357 DEBUG Test accuracy for 'Subject04': 0.958904109589041
2019-03-21 00:59:09,075 DEBUG Test accuracy for 'Subject05': 0.9429223744292238
2019-03-21 00:59:13,912 DEBUG Test accuracy for 'Subject08': 0.897196261682243
2019-03-21 00:59:18,587 DEBUG Test accuracy for 'Subject09': 0.9020501138952164
2019-03-21 00:59:23,387 DEBUG Test accuracy for 'Subject12': 0.9431818181818182
2019-03-21 00:59:23,414 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject08' 'Subject09' 'Subject12']): 0.9144540140122273
2019-03-21 00:59:23,415 DEBUG Worst subject: Subject08 (0.897196261682243)
2019-03-21 00:59:27,373 DEBUG Test accuracy for 'Subject03': 0.9530026109660574
2019-03-21 00:59:31,321 DEBUG Test accuracy for 'Subject04': 0.954337899543379
2019-03-21 00:59:35,176 DEBUG Test accuracy for 'Subject05': 0.9269406392694064
2019-03-21 00:59:38,993 DEBUG Test accuracy for 'Subject09': 0.908883826879271
2019-03-21 00:59:42,812 DEBUG Test accuracy for 'Subject12': 0.9363636363636364
2019-03-21 00:59:42,840 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject09' 'Subject12']): 0.9154101712241247
2019-03-21 00:59:42,840 DEBUG Worst subject: Subject09 (0.908883826879271)
2019-03-21 00:59:45,872 DEBUG Test accuracy for 'Subject03': 0.9530026109660574
2019-03-21 00:59:48,737 DEBUG Test accuracy for 'Subject04': 0.9429223744292238
2019-03-21 00:59:51,614 DEBUG Test accuracy for 'Subject05': 0.954337899543379
2019-03-21 00:59:54,465 DEBUG Test accuracy for 'Subject12': 0.8159090909090909
2019-03-21 00:59:54,493 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05' 'Subject12']): 0.9154043777617922
2019-03-21 00:59:54,493 DEBUG Worst subject: Subject12 (0.8159090909090909)
2019-03-21 00:59:56,564 DEBUG Test accuracy for 'Subject03': 0.8590078328981723
2019-03-21 00:59:58,531 DEBUG Test accuracy for 'Subject04': 0.9452054794520548
2019-03-21 01:00:00,589 DEBUG Test accuracy for 'Subject05': 0.8858447488584474
2019-03-21 01:00:00,618 INFO Average Accuracy(['Subject03' 'Subject04' 'Subject05']): 0.9149737548583564
2019-03-21 01:00:00,618 DEBUG Worst subject: Subject03 (0.8590078328981723)
2019-03-21 01:00:02,109 DEBUG Test accuracy for 'Subject04': 0.8059360730593608
2019-03-21 01:00:03,505 DEBUG Test accuracy for 'Subject05': 0.8242009132420092
2019-03-21 01:00:03,535 INFO Average Accuracy(['Subject04' 'Subject05']): 0.9132506398897421
2019-03-21 01:00:03,535 DEBUG Worst subject: Subject04 (0.8059360730593608)