Table 1.

Classification accuracy

GC Methods		Mean±SD
		Feature Selection Methods
		RFE	Fisher	MI	mRMR	Concave Minimization
Theta band	DTF	50.2±2.94	63.1±5.30	56.3±2.10	60.7±4.59	67.8±3.82
	dDTF	54.1±2.75	65.3±5.60	58.2±3.39	68.2±5.54	71.2±4.42
	GPDC	58.6±4.75	71.2±6.75	60.5±5.94	72.1±6.70	77.5±6.39
alpha band	DTF	55.1±1.93	64.1±4.58	58.3±3.07	62.1±5.35	70.2±5.20
	dDTF	58.1±1.19	70.3±4.94	60.2±2.67	72.2±6.65	74.1±6.71
	GPDC	59.3±2.74	74.4±5.76	65.5±4.86	76.8±6.70	82.3±6.79
Beta1 band	DTF	56.2±3.42	65.2±4.96	57.3±4.58	65.1±5.25	72.5±6.53
	dDTF	60.2±3.11	72.1±5.28	62.1±3.48	74.1±4.09	76.1±6.71
	GPDC	61.3±4.52	78.2±4.75	67.4±2.38	79.2±5.56	85.7±6.82
Beta2 band	DTF	56.8±3.83	72.1±5.88	62.8±2.46	75.1±5.81	78.2±5.23
	dDTF	62.1±2.44	74.7± 5.25	67.3±4.31	78.2±4.09	85.2±6.39
	GPDC	65.3±3.31	80.2±6.23	70.2±5.70	82.6±6.50	89.2±4.89
Beta3 band	DTF	53.1±1.78	63.3±5.27	57.2±3.69	68.2±4.82	69.2±4.57
	dDTF	54.1±2.00	65.3±5.30	59.3± 2.35	70.2±5.56	72.3±5.56
	GPDC	58.9±3.84	71.4±6.53	63.2±5.45	74.7±5.23	80.6±6.42
Gamma-band	DTF	52.8±2.66	60.1±5.74	55.3±3.84	61.7±3.01	66.2±4.57
	dDTF	53.1±3.97	64.8± 4.54	59.3±4.02	65.2±4.35	70.8±5.46
	GPDC	57.6±3.71	68.5±5.12	62.5±4.53	70.2±5.21	75.1±6.69