Table 3.

Outcome of the feature selection for the detection of eyeblink artifacts.

Iteration number	No. ICs	No. artifacts	TP	TN	FP	FN	Accuracy (selected features)	Accuracy (all features)
1	330	8	8	322	0	0	1.000	1.000
2	210	7	7	203	0	0	1.000	0.995
3	270	7	7	263	0	0	1.000	1.000
4	360	7	7	353	0	0	1.000	0.997
5	330	7	6	323	0	1	0.997	0.997
6	240	8	8	232	0	0	1.000	0.996
7	360	6	6	354	0	0	1.000	0.997
8	180	7	7	173	0	0	1.000	1.000
9	270	7	7	263	0	0	1.000	1.000
10	240	7	7	233	0	0	1.000	1.000
Mean	279	7.1					>0.999	0.998