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session5.log
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2018-01-23 13:42:03,318 INFO Creating object
2018-01-23 13:43:56,242 INFO Creating object
2018-01-23 13:44:55,356 INFO Creating object
2018-01-23 13:45:33,927 INFO Creating object
2018-01-23 13:45:56,799 INFO Building MLP model...
2018-01-23 13:47:10,195 INFO Creating object
2018-01-23 13:47:36,689 INFO Building MLP model...
2018-01-23 13:47:36,864 INFO None
2018-01-23 13:48:23,256 INFO Creating object
2018-01-23 13:48:51,992 INFO Building MLP model...
2018-01-23 13:48:52,158 INFO None
2018-01-23 13:55:06,631 INFO Creating object
2018-01-23 13:55:29,926 INFO Building MLP model...
2018-01-23 13:55:30,100 INFO None
2018-01-23 13:57:35,769 INFO Creating object
2018-01-23 13:58:02,112 INFO Building MLP model...
2018-01-23 13:58:02,296 INFO None
2018-01-23 13:58:02,422 INFO Done!
2018-01-23 13:58:02,423 INFO Done in 0.311275005341 secs.
2018-01-23 13:58:02,423 INFO Start training...
2018-01-23 14:01:18,851 INFO Creating object
2018-01-23 14:01:45,127 INFO Building MLP model...
2018-01-23 14:01:45,311 INFO None
2018-01-23 14:01:45,439 INFO Done!
2018-01-23 14:01:45,439 INFO Done in 0.312843799591 secs.
2018-01-23 14:01:45,439 INFO Start training...
2018-01-23 14:03:02,124 INFO Creating object
2018-01-23 14:03:28,469 INFO Building MLP model...
2018-01-23 14:03:28,620 INFO None
2018-01-23 14:03:28,761 INFO Done!
2018-01-23 14:03:28,761 INFO Done in 0.291616916656 secs.
2018-01-23 14:03:28,761 INFO Start training...
2018-01-23 15:05:08,636 INFO Creating object
2018-01-23 15:05:34,355 INFO Building MLP model...
2018-01-23 15:05:34,523 INFO None
2018-01-23 15:05:34,659 INFO Done!
2018-01-23 15:05:34,659 INFO Done in 0.304520130157 secs.
2018-01-23 15:05:34,660 INFO Start training...
2018-01-23 15:09:24,373 INFO Creating object
2018-01-23 15:09:47,247 INFO Building MLP model...
2018-01-23 15:09:47,400 INFO None
2018-01-23 15:09:47,534 INFO Done!
2018-01-23 15:09:47,535 INFO Done in 0.287703037262 secs.
2018-01-23 15:09:47,535 INFO Start training...
2018-01-23 15:14:25,390 INFO Done!
2018-01-23 15:14:25,390 INFO Saving the model into ../results/session5/my_CNN.h5
2018-01-23 15:15:21,771 INFO Creating object
2018-01-23 15:15:47,995 INFO Building MLP model...
2018-01-23 15:15:48,153 INFO None
2018-01-23 15:15:48,292 INFO Done!
2018-01-23 15:15:48,293 INFO Done in 0.298375844955 secs.
2018-01-23 15:15:48,293 INFO Start training...
2018-01-23 15:20:10,083 INFO Done!
2018-01-23 15:20:10,084 INFO Saving the model into results/session5/my_CNN.h5
2018-01-23 15:20:10,307 INFO Done!
2018-01-23 15:20:10,308 INFO Done in 262.014505148 secs.
2018-01-23 15:28:18,190 INFO Creating object
2018-01-23 15:28:41,539 INFO Building MLP model...
2018-01-23 15:28:41,715 INFO None
2018-01-23 15:28:41,853 INFO Done!
2018-01-23 15:28:41,854 INFO Done in 0.314809083939 secs.
2018-01-23 15:28:41,854 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 15:28:41,854 INFO Start training...
2018-01-23 15:33:01,777 INFO Done!
2018-01-23 15:33:01,777 INFO Saving the model into results/session5/my_CNN.h5
2018-01-23 15:33:02,087 INFO Done!
2018-01-23 15:33:02,088 INFO Done in 260.233974934 secs.
2018-01-23 15:33:02,439 INFO Getting classification results...
2018-01-23 15:33:10,591 INFO Evaluator
Acc (model)
Accuracy: 0.5071868585
Precision: 0.125256673511
Recall: 0.119892618132
Fscore: 0.129017838267
2018-01-23 15:33:10,596 INFO Confusion matrix:
2018-01-23 15:33:10,597 INFO [[16 1 6 9 8 12 15 4]
[14 1 10 15 1 7 12 10]
[11 0 6 6 3 15 11 9]
[ 7 0 5 10 2 6 6 10]
[13 2 8 8 4 4 11 7]
[16 3 8 13 4 7 13 5]
[13 4 3 9 7 1 8 3]
[12 0 14 6 7 8 9 9]]
2018-01-23 15:33:10,910 INFO Final accuracy: 0.125256673511
2018-01-23 15:33:10,911 INFO Done in 8.4715051651 secs.
2018-01-23 15:33:10,911 INFO Everything done in 292.720870972 secs.
2018-01-23 15:40:27,479 INFO Creating object
2018-01-23 15:40:55,252 INFO Building MLP model...
2018-01-23 15:40:55,425 INFO None
2018-01-23 15:40:55,568 INFO Done!
2018-01-23 15:40:55,569 INFO Done in 0.316758871078 secs.
2018-01-23 15:40:55,569 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 15:40:55,569 INFO Start training...
2018-01-23 15:44:47,952 INFO Creating object
2018-01-23 15:45:12,012 INFO Building MLP model...
2018-01-23 15:45:12,156 INFO None
2018-01-23 15:45:12,286 INFO Done!
2018-01-23 15:45:12,286 INFO Done in 0.273524999619 secs.
2018-01-23 15:45:12,286 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 15:45:12,286 INFO Start training...
2018-01-23 16:08:42,971 INFO Creating object
2018-01-23 16:09:08,502 INFO Building MLP model...
2018-01-23 16:09:08,692 INFO None
2018-01-23 16:09:08,834 INFO Done!
2018-01-23 16:09:08,834 INFO Done in 0.332590818405 secs.
2018-01-23 16:09:08,834 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 16:09:08,835 INFO Start training...
2018-01-23 16:30:05,341 INFO Done!
2018-01-23 16:30:05,341 INFO Saving the model into results/session5/my_CNN.h5
2018-01-23 16:30:05,700 INFO Done!
2018-01-23 16:30:05,700 INFO Done in 1256.86591697 secs.
2018-01-23 16:30:06,222 INFO Getting classification results...
2018-01-23 16:30:13,841 INFO Evaluator
Acc (model)
Accuracy: 0.700205338809
Precision: 0.154004106776
Recall: 0.151279556065
Fscore: 0.151754301062
2018-01-23 16:30:13,848 INFO Confusion matrix:
2018-01-23 16:30:13,848 INFO [[12 10 9 7 6 10 8 9]
[ 8 9 12 8 9 8 8 8]
[12 6 17 3 8 4 2 9]
[ 7 5 3 7 6 2 7 9]
[ 9 7 10 7 6 7 3 8]
[ 9 4 6 6 6 12 12 14]
[10 8 6 2 7 5 4 6]
[11 10 10 4 4 10 8 8]]
2018-01-23 16:30:14,206 INFO Final accuracy: 0.154004106776
2018-01-23 16:30:14,206 INFO Done in 7.98316907883 secs.
2018-01-23 16:30:14,206 INFO Everything done in 1291.23457408 secs.
2018-01-23 17:12:12,316 INFO Creating object
2018-01-23 17:12:38,058 INFO Building MLP model...
2018-01-23 17:12:38,229 INFO None
2018-01-23 17:12:38,369 INFO Done!
2018-01-23 17:12:38,370 INFO Done in 0.311421871185 secs.
2018-01-23 17:12:38,370 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 17:12:38,370 INFO Start training...
2018-01-23 17:20:28,872 INFO Creating object
2018-01-23 17:20:54,711 INFO Building MLP model...
2018-01-23 17:20:54,880 INFO None
2018-01-23 17:20:55,008 INFO Done!
2018-01-23 17:20:55,009 INFO Done in 0.298660993576 secs.
2018-01-23 17:20:55,009 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 17:20:55,009 INFO Start training...
2018-01-23 19:50:33,567 INFO Creating object
2018-01-23 19:51:04,259 INFO Building MLP model...
2018-01-23 19:51:04,407 INFO None
2018-01-23 19:51:04,546 INFO Done!
2018-01-23 19:51:04,546 INFO Done in 0.287839889526 secs.
2018-01-23 19:51:04,547 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-23 19:51:04,547 INFO Start training...
2018-01-23 23:22:12,583 INFO Done!
2018-01-23 23:22:12,583 INFO Saving the model into results/session5/my_CNN.h5
2018-01-23 23:22:12,987 INFO Done!
2018-01-23 23:22:12,987 INFO Done in 12668.440567 secs.
2018-01-23 23:22:13,457 INFO Getting classification results...
2018-01-23 23:22:21,015 INFO Evaluator
Acc (model)
Accuracy: 0.833675565661
Precision: 0.110882956879
Recall: 0.110787050239
Fscore: 0.110040289253
2018-01-23 23:22:21,019 INFO Confusion matrix:
2018-01-23 23:22:21,019 INFO [[ 8 9 9 5 11 10 8 11]
[16 6 9 4 8 15 7 5]
[ 5 13 7 7 5 8 9 7]
[ 7 6 4 5 5 3 8 8]
[10 9 3 2 6 9 9 9]
[10 12 5 4 8 14 2 14]
[11 2 5 5 8 7 5 5]
[11 14 12 6 8 7 4 3]]
2018-01-23 23:22:21,302 INFO Final accuracy: 0.110882956879
2018-01-23 23:22:21,302 INFO Done in 7.84530615807 secs.
2018-01-23 23:22:21,303 INFO Everything done in 12707.7356701 secs.
2018-01-24 06:15:43,933 INFO Creating object
2018-01-24 06:16:11,640 INFO Building MLP model...
2018-01-24 06:16:11,820 INFO None
2018-01-24 06:16:11,960 INFO Done!
2018-01-24 06:16:11,960 INFO Done in 0.32013297081 secs.
2018-01-24 06:16:11,960 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 06:16:11,961 INFO Start training...
2018-01-24 06:20:30,059 INFO Done!
2018-01-24 06:20:30,060 INFO Saving the model into results/session5/my_CNN.h5
2018-01-24 06:20:30,408 INFO Done!
2018-01-24 06:20:30,409 INFO Done in 258.448364019 secs.
2018-01-24 06:20:30,968 INFO Getting classification results...
2018-01-24 06:20:36,500 INFO Evaluator
Acc (model) 0.611909651414
Accuracy: 0.611909650924
Precision: 0.625692553252
Recall: 0.620572598255
Fscore: 0.623122058754
2018-01-24 06:20:36,504 INFO Confusion matrix:
2018-01-24 06:20:36,504 INFO [[46 3 4 7 1 4 3 3]
[ 6 36 1 2 1 12 1 11]
[ 4 1 48 0 0 2 3 3]
[ 2 2 0 35 0 2 4 1]
[ 4 1 2 2 21 4 20 3]
[ 7 5 0 1 2 37 4 13]
[ 0 0 1 2 5 1 36 3]
[ 2 8 2 1 2 6 5 39]]
2018-01-24 06:20:36,776 INFO Final accuracy: 0.611909650924
2018-01-24 06:20:36,776 INFO Done in 5.80761790276 secs.
2018-01-24 06:20:36,776 INFO Everything done in 292.842884064 secs.
2018-01-24 06:30:30,687 INFO Creating object
2018-01-24 06:30:55,155 INFO Building MLP model...
2018-01-24 06:30:55,335 INFO None
2018-01-24 06:30:55,463 INFO Done!
2018-01-24 06:30:55,463 INFO Done in 0.307578802109 secs.
2018-01-24 06:30:55,463 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 06:30:55,463 INFO Start training...
2018-01-24 07:18:08,824 INFO Creating object
2018-01-24 07:18:31,893 INFO Building MLP model...
2018-01-24 07:18:32,062 INFO None
2018-01-24 07:18:32,200 INFO Done!
2018-01-24 07:18:32,201 INFO Done in 0.307736158371 secs.
2018-01-24 07:18:32,201 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 07:18:32,201 INFO Start training...
2018-01-24 10:53:40,697 INFO Creating object
2018-01-24 10:54:07,106 INFO Building MLP model...
2018-01-24 10:54:07,297 INFO None
2018-01-24 10:54:07,420 INFO Done!
2018-01-24 10:54:07,421 INFO Done in 0.314723014832 secs.
2018-01-24 10:54:07,421 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 10:54:07,421 INFO Start training...
2018-01-24 21:10:09,000 INFO Creating object
2018-01-24 21:10:40,599 INFO Compiling MLP model...
2018-01-24 21:10:40,631 INFO Summary: None
2018-01-24 21:13:52,722 INFO Creating object
2018-01-24 21:14:20,155 INFO Compiling MLP model...
2018-01-24 21:14:20,190 INFO Summary: None
2018-01-24 21:14:20,336 INFO Done in 0.181134939194 secs.
2018-01-24 21:16:21,500 INFO Creating object
2018-01-24 21:16:53,309 INFO Compiling MLP model...
2018-01-24 21:16:53,344 INFO Summary: None
2018-01-24 21:16:53,499 INFO Done in 0.18950510025 secs.
2018-01-24 21:16:53,499 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 21:16:53,499 INFO Start training...
2018-01-24 21:17:03,476 INFO Done!
2018-01-24 21:17:03,476 INFO Saving the model into results/session5/my_CNN.h5
2018-01-24 21:17:03,576 INFO Done!
2018-01-24 21:17:03,576 INFO Done in 10.0768458843 secs.
2018-01-24 21:17:50,212 INFO Creating object
2018-01-24 21:18:18,533 INFO Compiling MLP model...
2018-01-24 21:18:18,572 INFO Summary: None
2018-01-24 21:18:18,725 INFO Done in 0.191249847412 secs.
2018-01-24 21:18:18,725 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 21:18:18,725 INFO Start training...
2018-01-24 21:18:28,808 INFO Done!
2018-01-24 21:18:28,808 INFO Saving the model into results/session5/my_CNN.h5
2018-01-24 21:18:28,886 INFO Done!
2018-01-24 21:18:28,886 INFO Done in 10.1610560417 secs.
2018-01-24 21:23:51,157 INFO Creating object
2018-01-24 21:24:15,128 INFO Compiling MLP model...
2018-01-24 21:24:15,164 INFO Summary: None
2018-01-24 21:24:15,311 INFO Done in 0.18355512619 secs.
2018-01-24 21:24:15,312 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-24 21:24:15,312 INFO Start training...
2018-01-24 21:24:26,154 INFO Done!
2018-01-24 21:24:26,154 INFO Saving the model into results/session5/my_CNN.h5
2018-01-24 21:24:26,237 INFO Done!
2018-01-24 21:24:26,238 INFO Done in 10.9257669449 secs.
2018-01-24 21:24:26,710 INFO Getting classification results...
2018-01-24 21:24:29,961 INFO Evaluator
Acc (model) 0.125256673511
Accuracy: 0.125256673511
Precision: 0.0500298983456
Recall: 0.129618683201
Fscore: 0.0721943862669
2018-01-24 21:24:29,962 INFO Evaluator
Acc (model) 0.125256673511
Accuracy: 0.125256673511
Precision: 0.0500298983456
Recall: 0.129618683201
Fscore: 0.0721943862669
2018-01-24 21:24:29,966 INFO Confusion matrix:
2018-01-24 21:24:29,966 INFO [[ 0 5 1 0 48 17 0 0]
[ 0 2 1 0 47 20 0 0]
[ 0 4 2 0 53 2 0 0]
[ 0 1 1 0 31 13 0 0]
[ 0 1 2 0 49 5 0 0]
[ 0 10 6 0 45 8 0 0]
[ 0 2 1 0 33 12 0 0]
[ 0 11 4 0 40 10 0 0]]
2018-01-24 21:24:30,245 INFO Final accuracy: 0.125256673511
2018-01-24 21:24:30,245 INFO Done in 3.53508210182 secs.
2018-01-24 21:24:30,245 INFO Everything done in 39.166934967 secs.
2018-01-25 01:19:13,744 INFO Creating object
2018-01-25 01:25:14,260 INFO Creating object
2018-01-25 01:28:24,417 INFO Creating object
2018-01-25 01:28:41,143 INFO Compiling MLP model...
2018-01-25 01:28:41,193 INFO Summary: None
2018-01-25 01:28:41,349 INFO Done in 0.205403089523 secs.
2018-01-25 01:28:41,349 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-25 01:28:41,349 INFO Start training...
2018-01-25 01:32:14,663 INFO Creating object
2018-01-25 01:32:31,111 INFO Compiling MLP model...
2018-01-25 01:32:31,148 INFO Summary: None
2018-01-25 01:32:31,297 INFO Done in 0.186116933823 secs.
2018-01-25 01:32:31,297 INFO WARNING: model file results/session5/my_CNN.h5 exists and will be overwritten!
2018-01-25 01:32:31,297 INFO Start training...
2018-01-25 03:00:53,394 INFO Done!
2018-01-25 03:00:53,394 INFO Saving the model into results/session5/my_CNN.h5
2018-01-25 03:00:53,480 INFO Done!
2018-01-25 03:00:53,481 INFO Done in 5302.18351889 secs.
2018-01-28 17:51:47,043 INFO Bounds in action [[ 3.00000000e+00 6.40000000e+01 6.40000000e+01 4.00000000e+00
1.00000000e-02]]
2018-01-28 17:51:47,128 INFO Creating object
2018-01-28 17:51:53,878 INFO Compiling MLP model...
2018-01-28 17:51:53,911 INFO Summary: None
2018-01-28 17:51:54,045 INFO Done in 0.16731595993 secs.
2018-01-28 17:51:54,046 INFO Start training...
2018-01-28 17:52:59,809 INFO Done!
2018-01-28 17:52:59,809 INFO Saving the model into results/session5/CNN_3.h5
2018-01-28 17:52:59,863 INFO Done!
2018-01-28 17:52:59,863 INFO Done in 65.8177139759 secs.
2018-01-28 17:53:00,184 INFO Getting classification results...
2018-01-28 17:53:02,199 INFO Evaluator
Acc (model) 0.16875
Accuracy: 0.16875
Precision: 0.167952546872
Recall: 0.193402777778
Fscore: 0.17978143331
2018-01-28 17:53:02,199 INFO Evaluator
Acc (model) 0.16875
Accuracy: 0.16875
Precision: 0.167952546872
Recall: 0.193402777778
Fscore: 0.17978143331
2018-01-28 17:53:02,202 INFO Confusion matrix:
2018-01-28 17:53:02,202 INFO [[ 0 0 26 21 0 0 0 0]
[ 1 0 18 26 0 0 1 0]
[ 1 0 29 10 0 0 0 0]
[ 0 0 6 24 0 0 0 0]
[ 1 0 20 16 0 0 0 0]
[ 2 0 20 22 0 1 0 0]
[ 1 0 6 25 0 0 0 0]
[ 1 0 22 20 0 0 0 0]]
2018-01-28 17:53:02,472 INFO Final accuracy: 0.16875
2018-01-28 17:53:02,472 INFO Done in 2.28757715225 secs.
2018-01-28 17:53:02,472 INFO Bounds in action [[ 3.00000000e+00 2.56000000e+02 6.40000000e+01 4.00000000e+00
1.00000000e-01]]
2018-01-28 17:53:02,553 INFO Creating object
2018-01-28 17:53:09,245 INFO Compiling MLP model...
2018-01-28 17:53:09,278 INFO Summary: None
2018-01-28 17:53:09,479 INFO Done in 0.233894824982 secs.
2018-01-28 17:53:09,480 INFO WARNING: model file results/session5/CNN_3.h5 exists and will be overwritten!
2018-01-28 17:53:09,480 INFO Start training...
2018-01-28 17:56:26,562 INFO Done!
2018-01-28 17:56:26,562 INFO Saving the model into results/session5/CNN_3.h5
2018-01-28 17:56:26,856 INFO Done!
2018-01-28 17:56:26,856 INFO Done in 197.376307964 secs.
2018-01-28 17:56:27,069 INFO Getting classification results...
2018-01-28 17:56:31,518 INFO Evaluator
Acc (model) 0.103125
Accuracy: 0.103125
Precision: 0.0544932904512
Recall: 0.112408502252
Fscore: 0.0734025568353
2018-01-28 17:56:31,518 INFO Evaluator
Acc (model) 0.103125
Accuracy: 0.103125
Precision: 0.0544932904512
Recall: 0.112408502252
Fscore: 0.0734025568353
2018-01-28 17:56:31,523 INFO Confusion matrix:
2018-01-28 17:56:31,523 INFO [[ 0 0 17 9 17 0 4 0]
[ 0 0 20 7 15 0 4 0]
[ 0 0 13 11 15 0 1 0]
[ 0 0 14 2 13 0 1 0]
[ 0 0 10 5 13 0 9 0]
[ 0 0 12 17 14 0 2 0]
[ 0 0 14 0 13 0 5 0]
[ 1 0 19 6 15 0 2 0]]
2018-01-28 17:56:31,783 INFO Final accuracy: 0.103125
2018-01-28 17:56:31,783 INFO Done in 4.71446895599 secs.
2018-01-28 17:56:31,784 INFO Bounds in action [[ 1.00000000e+00 3.20000000e+01 6.40000000e+01 4.00000000e+00
1.00000000e-03]]
2018-01-28 17:56:31,868 INFO Creating object
2018-01-28 17:56:38,554 INFO Compiling MLP model...
2018-01-28 17:56:38,574 INFO Summary: None
2018-01-28 17:56:38,803 INFO Done in 0.248235940933 secs.
2018-01-28 17:56:38,803 INFO Start training...
2018-01-28 18:03:28,346 INFO Bounds in action [[ 2.00000000e+00 1.28000000e+02 6.40000000e+01 4.00000000e+00
1.00000000e-03]]
2018-01-28 18:03:28,432 INFO Creating object
2018-01-28 18:03:48,676 INFO Compiling MLP model...
2018-01-28 18:03:48,707 INFO Summary: None
2018-01-28 18:03:48,832 INFO Done in 0.155704975128 secs.
2018-01-28 18:03:48,833 INFO Start training...
2018-01-28 18:23:55,566 INFO Bounds in action [[ 1. 128. 64. 4. 1.]]
2018-01-28 18:23:55,651 INFO Creating object
2018-01-28 18:24:15,144 INFO Compiling MLP model...
2018-01-28 18:24:15,168 INFO Summary: None
2018-01-28 18:24:15,295 INFO Done in 0.151659011841 secs.
2018-01-28 18:24:15,296 INFO Start training...
2018-01-28 18:26:41,398 INFO Bounds in action [[ 2. 64. 64. 4. 1.]]
2018-01-28 18:26:41,484 INFO Creating object
2018-01-28 18:27:02,719 INFO Compiling MLP model...
2018-01-28 18:27:02,751 INFO Summary: None
2018-01-28 18:27:02,893 INFO Done in 0.173923969269 secs.
2018-01-28 18:27:02,894 INFO Start training...
2018-01-28 18:34:39,780 INFO Bounds in action [[ 2. 256. 16. 4. 1.]]
2018-01-28 18:34:39,863 INFO Creating object
2018-01-28 18:34:59,303 INFO Compiling MLP model...
2018-01-28 18:34:59,341 INFO Summary: None
2018-01-28 18:34:59,430 INFO Done in 0.127791166306 secs.
2018-01-28 18:34:59,431 INFO Start training...
2018-01-28 18:40:05,914 INFO Bounds in action [[ 2. 128. 64. 4. 1.]]
2018-01-28 18:40:06,001 INFO Creating object
2018-01-28 18:40:25,583 INFO Compiling MLP model...
2018-01-28 18:40:25,618 INFO Summary: None
2018-01-28 18:40:25,745 INFO Done in 0.161702871323 secs.
2018-01-28 18:40:25,745 INFO Start training...
2018-01-28 19:13:15,150 INFO Done!
2018-01-28 19:13:15,150 INFO Saving the model into results/session5/CNN_2_1517161205.h5
2018-01-28 19:13:15,198 INFO Done!
2018-01-28 19:13:15,199 INFO Done in 1969.45323706 secs.
2018-01-28 19:13:15,576 INFO Getting classification results...
2018-01-28 19:13:17,991 INFO Evaluator
Acc (model) 0.81875
Accuracy: 0.81875
Precision: 0.823204788905
Recall: 0.814790325097
Fscore: 0.818975944238
2018-01-28 19:13:17,991 INFO Evaluator
Acc (model) 0.81875
Accuracy: 0.81875
Precision: 0.823204788905
Recall: 0.814790325097
Fscore: 0.818975944238
2018-01-28 19:13:17,994 INFO Confusion matrix:
2018-01-28 19:13:17,994 INFO [[37 3 3 0 0 4 0 0]
[ 2 42 0 1 0 1 0 0]
[ 2 0 36 0 0 2 0 0]
[ 2 0 1 23 1 0 2 1]
[ 1 0 1 0 26 0 5 4]
[ 3 3 1 0 0 37 0 1]
[ 0 0 0 1 3 0 26 2]
[ 0 0 0 0 2 5 1 35]]
2018-01-28 19:13:18,269 INFO Final accuracy: 0.81875
2018-01-28 19:13:18,269 INFO Done in 2.69313192368 secs.
2018-01-28 19:13:18,269 INFO Bounds in action [[ 2. 128. 64. 4. 1.]]
2018-01-28 19:13:18,353 INFO Creating object
2018-01-28 19:13:38,486 INFO Compiling MLP model...
2018-01-28 19:13:38,521 INFO Summary: None
2018-01-28 19:13:38,770 INFO Done in 0.284611940384 secs.
2018-01-28 19:13:38,771 INFO Start training...
2018-01-28 19:39:20,338 INFO Bounds in action [[ 3. 64. 64. 4. 1.]]
2018-01-28 19:39:20,422 INFO Creating object
2018-01-28 19:39:40,190 INFO Compiling MLP model...
2018-01-28 19:39:40,213 INFO Summary: None
2018-01-28 19:39:40,352 INFO Done in 0.162139177322 secs.
2018-01-28 19:39:40,353 INFO Start training...
2018-01-28 20:00:02,309 INFO Done!
2018-01-28 20:00:02,309 INFO Saving the model into results/session5/CNN_3_1517164760.h5
2018-01-28 20:00:02,374 INFO Done!
2018-01-28 20:00:02,375 INFO Done in 1222.02167916 secs.
2018-01-28 20:00:02,734 INFO Getting classification results...
2018-01-28 20:00:04,851 INFO Evaluator
Acc (model) 0.83125
Accuracy: 0.83125
Precision: 0.84394862897
Recall: 0.826788631856
Fscore: 0.835280505994
2018-01-28 20:00:04,852 INFO Evaluator
Acc (model) 0.83125
Accuracy: 0.83125
Precision: 0.84394862897
Recall: 0.826788631856
Fscore: 0.835280505994
2018-01-28 20:00:04,855 INFO Confusion matrix:
2018-01-28 20:00:04,855 INFO [[35 3 6 0 1 2 0 0]
[ 0 46 0 0 0 0 0 0]
[ 0 0 38 0 0 2 0 0]
[ 0 2 0 21 3 0 3 1]
[ 0 1 1 0 28 0 3 4]
[ 3 6 3 0 0 31 0 2]
[ 0 0 0 0 4 0 27 1]
[ 1 0 0 0 1 1 0 40]]
2018-01-28 20:00:05,139 INFO Final accuracy: 0.83125
2018-01-28 20:00:05,140 INFO Done in 2.40548181534 secs.
2018-01-28 20:00:06,952 INFO Evaluator
Acc (model) 0.83125
Accuracy: 0.83125
Precision: 0.84394862897
Recall: 0.826788631856
Fscore: 0.835280505994
2018-01-28 20:00:06,953 INFO Bounds in action [[ 2. 128. 64. 4. 1.]]
2018-01-28 20:00:07,052 INFO Creating object
2018-01-28 20:00:27,409 INFO Compiling MLP model...
2018-01-28 20:00:27,450 INFO Summary: None
2018-01-28 20:00:27,685 INFO Done in 0.276321172714 secs.
2018-01-28 20:00:27,686 INFO Start training...
2018-01-28 20:36:25,982 INFO Done!
2018-01-28 20:36:25,983 INFO Saving the model into results/session5/CNN_2_1517166006.h5
2018-01-28 20:36:26,048 INFO Done!
2018-01-28 20:36:26,048 INFO Done in 2158.36244678 secs.
2018-01-28 20:36:26,241 INFO Getting classification results...
2018-01-28 20:36:28,757 INFO Evaluator
Acc (model) 0.821875
Accuracy: 0.821875
Precision: 0.829328172795
Recall: 0.818220358472
Fscore: 0.82373682105
2018-01-28 20:36:28,757 INFO Evaluator
Acc (model) 0.821875
Accuracy: 0.821875
Precision: 0.829328172795
Recall: 0.818220358472
Fscore: 0.82373682105
2018-01-28 20:36:28,760 INFO Confusion matrix:
2018-01-28 20:36:28,760 INFO [[38 2 3 0 0 4 0 0]
[ 2 43 0 0 0 1 0 0]
[ 1 0 37 0 0 2 0 0]
[ 1 1 0 21 3 0 3 1]
[ 0 0 0 0 31 0 3 3]
[ 3 3 5 0 0 30 1 3]
[ 0 0 0 0 5 0 26 1]
[ 0 0 0 0 2 2 2 37]]
2018-01-28 20:36:29,034 INFO Final accuracy: 0.821875
2018-01-28 20:36:29,034 INFO Done in 2.7924990654 secs.
2018-01-28 20:36:31,651 INFO Evaluator
Acc (model) 0.821875
Accuracy: 0.821875
Precision: 0.829328172795
Recall: 0.818220358472
Fscore: 0.82373682105
2018-01-28 20:36:31,652 INFO Bounds in action [[ 1. 256. 64. 4. 1.]]
2018-01-28 20:36:31,761 INFO Creating object
2018-01-28 20:36:50,933 INFO Compiling MLP model...
2018-01-28 20:36:50,968 INFO Summary: None
2018-01-28 20:36:51,196 INFO Done in 0.262692928314 secs.
2018-01-28 20:36:51,196 INFO Start training...
2018-01-28 22:04:28,911 INFO Done!
2018-01-28 22:04:28,912 INFO Saving the model into results/session5/CNN_1_1517168191.h5
2018-01-28 22:04:29,168 INFO Done!
2018-01-28 22:04:29,168 INFO Done in 5257.97202206 secs.
2018-01-28 22:04:29,363 INFO Getting classification results...
2018-01-28 22:04:35,834 INFO Evaluator
Acc (model) 0.796875
Accuracy: 0.796875
Precision: 0.808849814239
Recall: 0.796982471824
Fscore: 0.802872292308
2018-01-28 22:04:35,834 INFO Evaluator
Acc (model) 0.796875
Accuracy: 0.796875
Precision: 0.808849814239
Recall: 0.796982471824
Fscore: 0.802872292308
2018-01-28 22:04:35,837 INFO Confusion matrix:
2018-01-28 22:04:35,837 INFO [[38 3 3 0 1 1 1 0]
[ 1 44 0 0 0 1 0 0]
[ 3 0 34 0 0 2 1 0]
[ 1 0 0 23 2 1 2 1]
[ 0 0 0 0 32 0 4 1]
[ 3 5 1 1 0 31 1 3]
[ 0 0 0 0 6 0 26 0]
[ 0 1 0 0 9 4 2 27]]
2018-01-28 22:04:36,117 INFO Final accuracy: 0.796875
2018-01-28 22:04:36,117 INFO Done in 6.75394487381 secs.
2018-01-28 22:04:40,662 INFO Evaluator
Acc (model) 0.796875
Accuracy: 0.796875
Precision: 0.808849814239
Recall: 0.796982471824
Fscore: 0.802872292308
2018-01-28 22:04:40,663 INFO Bounds in action [[ 1. 256. 64. 4. 1.]]
2018-01-28 22:04:40,751 INFO Creating object
2018-01-28 22:04:59,357 INFO Compiling MLP model...
2018-01-28 22:04:59,389 INFO Summary: None
2018-01-28 22:04:59,633 INFO Done in 0.276586055756 secs.
2018-01-28 22:04:59,634 INFO Start training...
2018-01-28 23:33:05,108 INFO Done!
2018-01-28 23:33:05,108 INFO Saving the model into results/session5/CNN_1_1517173480.h5
2018-01-28 23:33:05,388 INFO Done!
2018-01-28 23:33:05,388 INFO Done in 5285.75466394 secs.
2018-01-28 23:33:05,596 INFO Getting classification results...
2018-01-28 23:33:12,626 INFO Evaluator
Acc (model) 0.7875
Accuracy: 0.7875
Precision: 0.797267360387
Recall: 0.789827376487
Fscore: 0.793529929856
2018-01-28 23:33:12,626 INFO Evaluator
Acc (model) 0.7875
Accuracy: 0.7875
Precision: 0.797267360387
Recall: 0.789827376487
Fscore: 0.793529929856
2018-01-28 23:33:12,630 INFO Confusion matrix:
2018-01-28 23:33:12,630 INFO [[33 1 3 3 3 2 0 2]
[ 2 43 0 1 0 0 0 0]
[ 1 0 36 0 1 1 1 0]
[ 0 0 0 23 2 1 3 1]
[ 0 0 0 0 30 0 3 4]
[ 2 5 0 1 0 26 1 10]
[ 0 0 0 0 5 0 26 1]
[ 0 2 0 0 5 0 1 35]]
2018-01-28 23:33:12,975 INFO Final accuracy: 0.7875
2018-01-28 23:33:12,976 INFO Done in 7.37932801247 secs.
2018-01-28 23:33:20,182 INFO Evaluator
Acc (model) 0.7875
Accuracy: 0.7875
Precision: 0.797267360387
Recall: 0.789827376487
Fscore: 0.793529929856
2018-01-28 23:33:20,183 INFO Bounds in action [[ 1. 128. 64. 4. 1.]]
2018-01-28 23:33:20,284 INFO Creating object
2018-01-28 23:33:40,710 INFO Compiling MLP model...
2018-01-28 23:33:40,745 INFO Summary: None
2018-01-28 23:33:41,009 INFO Done in 0.298918008804 secs.
2018-01-28 23:33:41,009 INFO Start training...
2018-01-29 00:08:00,614 INFO Done!
2018-01-29 00:08:00,615 INFO Saving the model into results/session5/CNN_1_1517178800.h5
2018-01-29 00:08:00,787 INFO Done!
2018-01-29 00:08:00,787 INFO Done in 2059.77777004 secs.
2018-01-29 00:08:00,999 INFO Getting classification results...
2018-01-29 00:08:03,312 INFO Evaluator
Acc (model) 0.80625
Accuracy: 0.80625
Precision: 0.813083735043
Recall: 0.803948956994
Fscore: 0.808490544385
2018-01-29 00:08:03,313 INFO Evaluator
Acc (model) 0.80625
Accuracy: 0.80625
Precision: 0.813083735043
Recall: 0.803948956994
Fscore: 0.808490544385
2018-01-29 00:08:03,316 INFO Confusion matrix:
2018-01-29 00:08:03,316 INFO [[35 2 4 0 1 5 0 0]
[ 3 42 0 1 0 0 0 0]
[ 4 0 34 0 0 2 0 0]
[ 0 0 0 22 4 1 2 1]
[ 1 0 1 0 27 0 5 3]
[ 3 5 0 0 0 33 1 3]
[ 0 0 0 0 4 0 27 1]
[ 0 1 0 0 2 2 0 38]]
2018-01-29 00:08:03,600 INFO Final accuracy: 0.80625
2018-01-29 00:08:03,600 INFO Done in 2.60108494759 secs.
2018-01-29 00:08:06,214 INFO Evaluator
Acc (model) 0.80625
Accuracy: 0.80625
Precision: 0.813083735043
Recall: 0.803948956994
Fscore: 0.808490544385
2018-01-29 00:08:06,720 INFO Bounds in action [[ 1. 256. 64. 4. 1.]]
2018-01-29 00:08:06,994 INFO Creating object
2018-01-29 00:08:25,655 INFO Compiling MLP model...
2018-01-29 00:08:25,690 INFO Summary: None
2018-01-29 00:08:25,970 INFO Done in 0.3146879673 secs.
2018-01-29 00:08:25,970 INFO Start training...
2018-01-29 00:20:41,471 INFO Bounds in action [[ 3. 128. 64. 4. 1.]]
2018-01-29 00:20:41,558 INFO Creating object
2018-01-29 00:21:00,076 INFO Compiling MLP model...
2018-01-29 00:21:00,114 INFO Summary: None
2018-01-29 00:21:00,239 INFO Done in 0.163608074188 secs.
2018-01-29 00:21:00,240 INFO Start training...
2018-01-29 01:42:02,744 INFO Done!
2018-01-29 01:42:02,745 INFO Saving the model into results/session5/CNN_3_1517181641.h5
2018-01-29 01:42:02,843 INFO Done!
2018-01-29 01:42:02,843 INFO Done in 4862.60334396 secs.
2018-01-29 01:42:03,194 INFO Getting classification results...
2018-01-29 01:42:05,810 INFO Evaluator
Acc (model) 0.825
Accuracy: 0.825
Precision: 0.834036093217
Recall: 0.826369337348
Fscore: 0.830185015044
2018-01-29 01:42:05,810 INFO Evaluator
Acc (model) 0.825
Accuracy: 0.825
Precision: 0.834036093217
Recall: 0.826369337348
Fscore: 0.830185015044
2018-01-29 01:42:05,813 INFO Confusion matrix:
2018-01-29 01:42:05,813 INFO [[30 5 3 1 0 8 0 0]
[ 4 40 0 1 0 1 0 0]
[ 0 1 38 0 0 1 0 0]
[ 0 0 1 24 1 1 2 1]
[ 0 0 0 0 32 0 2 3]
[ 1 2 0 0 0 36 0 6]
[ 0 0 0 0 6 0 25 1]
[ 0 0 0 0 3 1 0 39]]
2018-01-29 01:42:06,065 INFO Final accuracy: 0.825
2018-01-29 01:42:06,065 INFO Done in 2.87141704559 secs.
2018-01-29 01:42:08,786 INFO Evaluator
Acc (model) 0.825
Accuracy: 0.825
Precision: 0.834036093217
Recall: 0.826369337348
Fscore: 0.830185015044
2018-01-29 01:42:08,787 INFO Bounds in action [[ 3. 128. 64. 4. 1.]]
2018-01-29 01:42:08,892 INFO Creating object
2018-01-29 01:42:27,781 INFO Compiling MLP model...
2018-01-29 01:42:27,813 INFO Summary: None
2018-01-29 01:42:28,009 INFO Done in 0.227438926697 secs.
2018-01-29 01:42:28,009 INFO Start training...
2018-01-29 01:45:11,399 INFO Bounds in action [[ 2. 64. 64. 4. 1.]]
2018-01-29 01:45:11,480 INFO Creating object
2018-01-29 01:45:29,589 INFO Compiling MLP model...
2018-01-29 01:45:29,627 INFO Summary: None
2018-01-29 01:45:29,771 INFO Done in 0.181845188141 secs.
2018-01-29 01:45:29,772 INFO Start training...
2018-01-29 02:35:42,846 INFO Done!
2018-01-29 02:35:42,846 INFO Saving the model into results/session5/CNN_2_1517186711.h5
2018-01-29 02:35:42,891 INFO Done!
2018-01-29 02:35:42,891 INFO Done in 3013.11946583 secs.
2018-01-29 02:35:43,175 INFO Getting classification results...
2018-01-29 02:35:44,989 INFO Evaluator
Acc (model) 0.81875
Accuracy: 0.81875
Precision: 0.830608369064
Recall: 0.815500070724
Fscore: 0.822984886467
2018-01-29 02:35:44,989 INFO Evaluator
Acc (model) 0.81875
Accuracy: 0.81875
Precision: 0.830608369064
Recall: 0.815500070724
Fscore: 0.822984886467
2018-01-29 02:35:44,992 INFO Confusion matrix:
2018-01-29 02:35:44,993 INFO [[38 2 5 0 0 2 0 0]
[ 8 37 0 0 0 0 0 1]
[ 0 0 39 0 0 0 1 0]
[ 1 0 2 21 0 0 5 1]
[ 0 0 0 0 31 0 5 1]
[ 3 1 3 0 0 33 0 5]
[ 0 0 1 1 3 0 25 2]
[ 0 0 1 0 3 1 0 38]]
2018-01-29 02:35:45,303 INFO Final accuracy: 0.81875
2018-01-29 02:35:45,304 INFO Done in 2.1281080246 secs.
2018-01-29 02:35:47,318 INFO Evaluator
Acc (model) 0.81875
Accuracy: 0.81875
Precision: 0.830608369064
Recall: 0.815500070724
Fscore: 0.822984886467
2018-01-29 02:35:47,319 INFO Bounds in action [[ 3. 128. 64. 4. 1.]]
2018-01-29 02:35:47,402 INFO Creating object
2018-01-29 02:36:07,289 INFO Compiling MLP model...
2018-01-29 02:36:07,325 INFO Summary: None
2018-01-29 02:36:07,525 INFO Done in 0.235377073288 secs.
2018-01-29 02:36:07,525 INFO Start training...
2018-01-29 03:59:51,073 INFO Done!
2018-01-29 03:59:51,073 INFO Saving the model into results/session5/CNN_3_1517189747.h5
2018-01-29 03:59:51,178 INFO Done!
2018-01-29 03:59:51,178 INFO Done in 5023.65324402 secs.
2018-01-29 03:59:51,366 INFO Getting classification results...
2018-01-29 03:59:55,692 INFO Evaluator
Acc (model) 0.825
Accuracy: 0.825
Precision: 0.830384478717
Recall: 0.8202890081
Fscore: 0.825305871607
2018-01-29 03:59:55,692 INFO Evaluator
Acc (model) 0.825
Accuracy: 0.825
Precision: 0.830384478717
Recall: 0.8202890081
Fscore: 0.825305871607
2018-01-29 03:59:55,694 INFO Confusion matrix:
2018-01-29 03:59:55,694 INFO [[34 4 5 1 0 2 1 0]
[ 3 43 0 0 0 0 0 0]
[ 0 0 38 0 0 2 0 0]
[ 2 0 0 20 2 0 4 2]
[ 0 0 0 0 32 0 3 2]
[ 4 3 3 0 0 32 1 2]
[ 0 0 0 0 7 0 25 0]
[ 0 0 0 0 2 1 0 40]]
2018-01-29 03:59:55,930 INFO Final accuracy: 0.825
2018-01-29 03:59:55,930 INFO Done in 4.56448292732 secs.
2018-01-29 03:59:58,353 INFO Evaluator
Acc (model) 0.825
Accuracy: 0.825
Precision: 0.830384478717
Recall: 0.8202890081
Fscore: 0.825305871607
2018-01-29 03:59:58,354 INFO Bounds in action [[ 2. 128. 64. 4. 1.]]
2018-01-29 03:59:58,460 INFO Creating object
2018-01-29 04:00:19,576 INFO Compiling MLP model...
2018-01-29 04:00:19,614 INFO Summary: None
2018-01-29 04:00:19,804 INFO Done in 0.228197097778 secs.
2018-01-29 04:00:19,804 INFO Start training...
2018-01-29 05:29:47,315 INFO Done!
2018-01-29 05:29:47,316 INFO Saving the model into results/session5/CNN_2_1517194798.h5
2018-01-29 05:29:47,439 INFO Done!
2018-01-29 05:29:47,439 INFO Done in 5367.63480711 secs.
2018-01-29 05:29:47,637 INFO Getting classification results...
2018-01-29 05:29:50,051 INFO Evaluator
Acc (model) 0.815625
Accuracy: 0.815625
Precision: 0.831074256783
Recall: 0.80962295964
Fscore: 0.82020837571
2018-01-29 05:29:50,051 INFO Evaluator
Acc (model) 0.815625
Accuracy: 0.815625
Precision: 0.831074256783
Recall: 0.80962295964
Fscore: 0.82020837571
2018-01-29 05:29:50,054 INFO Confusion matrix:
2018-01-29 05:29:50,054 INFO [[33 4 4 0 0 5 0 1]
[ 3 42 0 0 0 1 0 0]
[ 0 0 37 0 0 3 0 0]
[ 0 1 0 19 3 2 4 1]
[ 0 0 0 0 32 0 2 3]
[ 2 2 0 0 0 39 0 2]
[ 0 0 0 0 5 1 25 1]
[ 0 1 0 0 5 2 1 34]]
2018-01-29 05:29:50,297 INFO Final accuracy: 0.815625
2018-01-29 05:29:50,297 INFO Done in 2.66045713425 secs.
2018-01-29 05:29:52,911 INFO Evaluator
Acc (model) 0.815625
Accuracy: 0.815625
Precision: 0.831074256783
Recall: 0.80962295964
Fscore: 0.82020837571
2018-01-29 05:29:52,912 INFO Bounds in action [[ 3. 256. 64. 4. 1.]]
2018-01-29 05:29:53,012 INFO Creating object
2018-01-29 05:30:13,224 INFO Compiling MLP model...
2018-01-29 05:30:13,255 INFO Summary: None
2018-01-29 05:30:13,489 INFO Done in 0.265240907669 secs.
2018-01-29 05:30:13,490 INFO Start training...
2018-01-29 07:16:18,108 INFO Bounds in action [[ 3. 256. 64. 4. 1.]]
2018-01-29 07:16:18,189 INFO Creating object
2018-01-29 07:16:36,959 INFO Compiling MLP model...
2018-01-29 07:16:37,008 INFO Summary: None
2018-01-29 07:16:37,120 INFO Done in 0.160672903061 secs.
2018-01-29 07:16:37,120 INFO Start training...
2018-01-29 07:20:50,442 INFO Bounds in action [[ 3. 64. 64. 4. 1.]]
2018-01-29 07:20:50,515 INFO Creating object
2018-01-29 07:21:08,732 INFO Compiling MLP model...
2018-01-29 07:21:08,769 INFO Summary: None
2018-01-29 07:21:08,912 INFO Done in 0.179454088211 secs.
2018-01-29 07:21:08,912 INFO Start training...
2018-01-29 07:21:36,698 INFO Bounds in action [[ 3. 256. 64. 4. 1.]]
2018-01-29 07:21:36,799 INFO Creating object
2018-01-29 07:21:56,480 INFO Compiling MLP model...
2018-01-29 07:21:56,517 INFO Summary: None
2018-01-29 07:21:56,622 INFO Done in 0.142702102661 secs.
2018-01-29 07:21:56,623 INFO Start training...
2018-01-29 08:10:01,700 INFO Done!
2018-01-29 08:10:01,701 INFO Saving the model into results/session5/CNN_3_1517206850.h5
2018-01-29 08:10:01,762 INFO Done!
2018-01-29 08:10:01,762 INFO Done in 2932.84972 secs.
2018-01-29 08:10:02,084 INFO Getting classification results...
2018-01-29 08:10:03,896 INFO Evaluator
Acc (model) 0.83125
Accuracy: 0.83125
Precision: 0.837553272424
Recall: 0.829648259129
Fscore: 0.83358202502
2018-01-29 08:10:03,896 INFO Evaluator
Acc (model) 0.83125
Accuracy: 0.83125
Precision: 0.837553272424
Recall: 0.829648259129
Fscore: 0.83358202502
2018-01-29 08:10:03,899 INFO Confusion matrix:
2018-01-29 08:10:03,900 INFO [[34 3 5 0 0 4 1 0]
[ 5 40 0 0 0 1 0 0]
[ 0 0 38 0 0 1 1 0]
[ 0 0 0 23 2 0 3 2]
[ 0 0 0 0 29 0 4 4]
[ 2 2 2 0 0 35 0 4]
[ 0 0 1 1 3 0 26 1]
[ 1 0 0 0 0 1 0 41]]
2018-01-29 08:10:04,140 INFO Final accuracy: 0.83125
2018-01-29 08:10:04,140 INFO Done in 2.05592489243 secs.
2018-01-29 08:10:05,953 INFO Evaluator
Acc (model) 0.83125
Accuracy: 0.83125
Precision: 0.837553272424
Recall: 0.829648259129
Fscore: 0.83358202502
2018-01-29 08:10:05,954 INFO Bounds in action [[ 3. 64. 64. 4. 1.]]