Table 3.

Comparison of Infomax, CSP, and VB’s classification accuracies (%) on the test sets from two BCI data sets.

Data Set	Subject	Infomax	CSP	VB
	s1	93.75	93.75	93.75
	s2	93.75	100	100
	s3	73.75	81.25	88.75
1	s4	86.25	83.75	90.00
	s5	96.25	100	100
	s6	96.25	98.75	98.75
	s7	96.25	98.75	98.75
	aa	76.79	74.11	77.68
	al	100	100	100
2	av	73.47	57.14	79.08
	aw	83.04	93.30	95.98
	ay	76.98	48.41	85.71
	mean	87.21**	85.77*	92.27

^**P = 0.0018,

^*P = 0.0353