Table 5.

Number of support vectors in SVM and number of relevance vectors in RVM.

	W vs. others	N1 vs. others	N2 vs. others	N3 vs. others	REM vs. others
SVM	1503.0	5276.9	3096.8	921.9	1988.4
(Linear)	(105.5)	(150.9)	(86.8)	(46.9)	(46.3)
RVM	18.7	15.9	20	16.5	22.4
(Linear)	(1.1)	(1.3)	(1)	(2.1)	(1.5)
SVM	7425.9	7425.9	7425.9	7425.9	7425.9
(RBF)	(131.4)	(131.4)	(131.4)	(131.4)	(131.4)
RVM	19.7	22.9	37.1	11.3	41.5
(RBF)	(1.4)	(6.5)	(2.7)	(2.0)	(1.4)

Each block is the mean from all ten subjects, and the corresponding bracket is the standard deviation.