Table 1.

Results of the leave-one-out (LOO) cross-validation experiments using EEG feature sets alone, gyroscope feature alone and the hybrid feature.

Kernel	EEG Features (RBP (θ), RBP (α), RBP (β))			Gyroscope Feature MP			Hybrid Features (RBP (θ), RBP (α), RBP (β), MP)
	Sens	Spec	Acc	Sens	Spec	Acc	Sens	Spec	Acc
Linear	100	0	74.43	96.46	63.24	87.96	96.46	95.59	96.24
	C = 0.01			C = 0.01			C = 2
RBF	95.45	45.59	82.71	93.43	91.18	92.86	96.46	91.18	95.11
	C = 2			C = 1			C = 5
	g = 0.1			g = 0.01			g = 0.01