Table 6.

Classification accuracy obtained from dynamic FNC for fMRI beta coefficients, MEG beta coefficients for each frequency, and combination of all MEG beta coefficients frequency bands by using majority voting method.

Acc%	fMRI	MEG
		Delta (%)	Theta (%)	Alpha (%)	Beta (%)	Gamma (%)	Ensemble (%)
NBC	82.42	71.43	53.85	65.93	71.43	51.65	65.93
nSVM	83.52	69.23	58.24	69.23	72.53	51.65	69.23
LDF	82.42	71.43	53.85	65.93	68.13	52.75	65.93
Average	82.79	70.70	55.31	67.03	70.70	52.02	67.03
(std)	(0.64)	(1.27)	(2.53)	(1.91)	(2.29)	(0.64)	(1.91)