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TEST__2b__2016-11-05__22-04-50.log
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TEST__2b__2016-11-05__22-04-50.log
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[INFO] CLASSIFICATION RESULTS
[INFO] ------------
[INFO] - Dataset = BCI Competition IV - 2b
[INFO] - Dataset dir = datasets/4-2b
[INFO] - Estimator = SVM (C=0.04)
[INFO] - Window start time for training (at sec) = 3.5
[INFO] - Window length (secs) = 2
[INFO] - Number of CSP components = 2
[INFO]
[INFO] Subject 1, train sessions [1, 3]
[INFO] Subject 1, test sessions [4, 5]
[INFO] Selected freq. bands: [10, 14, 20, 24]
[INFO] Max. accuracy = 73.125 at time point 1445
[INFO] Max. kappa = 0.462 at time point 1445
[INFO]
[INFO] Subject 2, train sessions [1, 2, 3]
[INFO] Subject 2, test sessions [4, 5]
[INFO] Selected freq. bands: [10, 14, 20, 24]
[INFO] Max. accuracy = 67.143 at time point 1204
[INFO] Max. kappa = 0.343 at time point 1204
[INFO]
[INFO] Subject 3, train sessions [1, 2, 3]
[INFO] Subject 3, test sessions [4, 5]
[INFO] Selected freq. bands: [8, 12, 18, 22]
[INFO] Max. accuracy = 63.125 at time point 1910
[INFO] Max. kappa = 0.263 at time point 1910
[INFO]
[INFO] Subject 4, train sessions [3]
[INFO] Subject 4, test sessions [4, 5]
[INFO] Selected freq. bands: [8, 12, 10, 14]
[INFO] Max. accuracy = 97.812 at time point 1329
[INFO] Max. kappa = 0.956 at time point 1329
[INFO]
[INFO] Subject 5, train sessions [3]
[INFO] Subject 5, test sessions [4, 5]
[INFO] Selected freq. bands: [22, 26, 26, 30]
[INFO] Max. accuracy = 92.812 at time point 1500
[INFO] Max. kappa = 0.856 at time point 1500
[INFO]
[INFO] Subject 6, train sessions [3]
[INFO] Subject 6, test sessions [4, 5]
[INFO] Selected freq. bands: [10, 14, 12, 16]
[INFO] Max. accuracy = 82.812 at time point 1501
[INFO] Max. kappa = 0.656 at time point 1501
[INFO]
[INFO] Subject 7, train sessions [3]
[INFO] Subject 7, test sessions [4, 5]
[INFO] Selected freq. bands: [12, 16, 18, 22]
[INFO] Max. accuracy = 81.562 at time point 1335
[INFO] Max. kappa = 0.631 at time point 1335
[INFO]
[INFO] Subject 8, train sessions [3]
[INFO] Subject 8, test sessions [4, 5]
[INFO] Selected freq. bands: [8, 12, 10, 14]
[INFO] Max. accuracy = 93.125 at time point 1403
[INFO] Max. kappa = 0.863 at time point 1431
[INFO]
[INFO] Subject 9, train sessions [3]
[INFO] Subject 9, test sessions [4, 5]
[INFO] Selected freq. bands: [18, 22, 22, 26]
[INFO] Max. accuracy = 87.812 at time point 1446
[INFO] Max. kappa = 0.756 at time point 1446
[INFO]
[INFO] --------------------------------
[INFO] Finished at: 2016-11-05 22:27:54
[INFO] Execution time: 1384 seconds
[INFO] --------------------------------