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Table 1 Average values obtained in the classification process using the following filters: Haar, d4, d6, d8, la6 and c6

From: Motor imagery EEG signal classification with a multivariate time series approach

	Size	Linear			Quadratic
	Size	Var	Var & Cor	Cor	Var	Var & Cor	Cor
Accuracy	20	0.86	0.94	0.95	0.86	0.94	0.94
	40	0.90	0.96	0.98	0.92	0.95	0.98
	60	0.90	0.96	1.00	0.91	0.95	0.99
Sensitivity	20	0.87	0.94	0.96	0.86	0.93	0.94
	40	0.89	0.96	0.99	0.92	0.95	0.97
	60	0.89	0.96	1.00	0.92	0.95	0.99
Specificity	20	0.84	0.93	0.94	0.87	0.94	0.95
	40	0.90	0.96	0.98	0.91	0.95	0.98
	60	0.90	0.96	1.00	0.91	0.95	0.99
F-Measure	20	0.85	0.94	0.95	0.86	0.94	0.94
	40	0.91	0.95	0.98	0.90	0.96	0.98
	60	0.91	0.95	1.00	0.90	0.96	0.98

The bold emphasis indicates the best result obtained for a particular size

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ISSN: 1475-925X

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