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

Table 6

Selected features and metric values of problem A-1.

Overlap (%)	Fp1	Fp2	F3	F4	P1	P2	O1	O2	Total
24	128	116	0	113	0	120	0	0	477
87	124	119	0	0	118	0	138	136	635
82	120	129	0	0	0	0	0	0	249
TP	FP	TN	FN	PPV		TPR
20	1	225	21	0.952381		0.487805		0.645161
51	3	1348	0	0.944444		1.000000		0.971429
46	0	961	3	1.000000		0.938776		0.968421