Table 3.

Classification accuracy by using SVM

	All	Fz F3 F4	F3 F4	F3 F4 Poz	F3 F4 Fz Poz	F3	F3 Poz	F4	F4 Poz	F4 Fz	Poz	F3 F4 P3 P4	P3 P4
α (%)	61	61	70	68	61	71	71	77	77	64	68	70	55
β (%)	64	70	71	71	68	71	73	71	73	71	71	70	68
θ (%)	70	68	64	59	63	71	68	70	61	57	71	70	66
γ (%)	71	71	71	71	71	71	71	71	71	71	71	71	71
δ (%)	66	64	71	68	70	68	71	71	68	63	66	57	70
α γ β (%)	61	55	57	64	59	71	66	68	66	61	66	68	59
β γ (%)	63	71	71	70	64	71	70	71	71	71	71	70	68
α β (%)	59	59	59	63	63	70	66	66	68	61	68	66	59
α β γ δ θ (%)	71	73	71	71	71	64	66	73	73	68	68	71	66
α β γ δ (%)	71	70	64	66	70	73	66	68	66	66	61	71	63
α θ (%)	71	71	75	68	68	71	64	68	70	66	68	77	55
γ θ (%)	70	70	63	61	59	71	68	61	66	55	71	70	66
θ δ (%)	71	73	64	70	73	66	64	70	73	64	64	70	63
α γ β θ (%)	71	68	70	70	71	66	66	66	66	66	71	73	55
β γ θ (%)	75	63	66	61	66	71	66	71	64	61	68	70	70
α β θ (%)	71	70	75	70	71	70	64	64	66	61	70	75	61
α γ θ (%)	71	70	71	70	71	71	63	71	70	66	68	77	55
β θ (%)	73	63	63	61	70	71	66	68	64	64	68	70	68
γ θ δ (%)	71	70	66	70	73	68	63	70	73	61	64	70	63
α γ (%)	61	61	73	66	63	71	68	79	75	64	68	66	61
α δ θ (%)	71	73	71	70	73	64	64	75	68	71	61	71	63
α β δ θ (%)	71	73	71	71	73	64	64	73	73	68	68	71	66
β δ θ (%)	71	73	64	68	71	71	66	70	68	63	61	70	66
α δ (%)	70	70	70	64	68	70	71	71	68	71	59	66	63

Where α represents alpha, β represents beta, θ represents theta, γ represents gamma, and δ represents delta rhythm bands respectively