Table 7.

Classification accuracy obtained from the dynamic FNC for the combination of fMRI data and MEG data for each frequency band and the combination of all by using majority voting method.

Acc %	fMRI					Ensemble (%)
	MEG Delta (%)	MEG Theta (%)	MEG Alpha (%)	MEG Beta (%)	MEG Gamma (%)
NBC	86.81	85.71	83.52	87.91	83.52	90.11
nSVM	84.62	81.32	82.42	85.71	82.42	87.91
LDF	83.52	83.52	82.42	83.52	82.42	85.71
Average	84.98	83.52	82.79	85.71	82.79	87.91
(std)	(1.67)	(2.20)	(0.64)	(2.20)	(0.64)	(2.20)