EEG Feature Extraction Using Evolutionary Algorithms for Brain-Computer Interface Development

Table 8

Selected features and metric values of problem A-3.

Overlap (%)	Fp1	Fp2	F3	F4	P1	P2	O1	O2	Total
30	111	124	129	0	120	119	110	0	713
89	141	121	112	0	0	127	0	0	501
86	119	121	0	0	0	0	0	0	240
TP	FP	TN	FN	PPV		TPR
10	0	305	9	1.000000		0.526316		0.689655
18	0	1885	1	1.000000		0.947368		0.972973
19	1	1508	0	0.950000		1.000000		0.974359