Table 2: Subject-based classification rate of FMSVM using six PSD feature extraction methods.

Features	Subjects
	Subject 10 (Mean Accuracy in %)	Subject 7 (Mean Accuracy in %)
AR Burg	94.75	92.25
AR Yule-Walker	93.92	91.42
AR Cov	91.92	89.83
AR Mcov	91.92	90.25
LDR	91.92	89.00
LPC	91.09	89.00