Table 5.

Classification accuracy (Dataset 4).

Subjects	CSP	Wavelet-CSP	WPD-CSP	SFBCSP	SBLFB	CSP-Wavelet+LOG	CSP-WPD+LOG	CSP-FB+LOG
S01	56.67	58.33	65.00	63.33	66.67	68.33	70.00	66.67
S02	85.00	90.00	86.67	76.67	78.33	90.00	93.33	90.00
S03	100.00	98.33	100.00	98.33	98.33	100.00	100.00	100.00
S04	85.00	85.00	85.00	76.67	83.33	91.67	91.67	86.67
S05	60.00	58.33	60.00	50.00	50.00	63.33	63.33	71.67
S06	66.67	75.00	66.67	60.00	56.67	76.67	75.00	81.67
S07	90.00	93.33	88.33	93.33	91.67	91.67	91.67	85.00
S08	81.67	83.33	86.67	81.67	81.67	88.33	90.00	91.67
S09	98.33	98.33	98.33	95.00	93.33	100.00	100.00	98.33
S10	53.33	55.00	60.00	51.67	55.00	53.33	60.00	65.00
S11	76.67	80.00	71.67	80.00	80.00	81.67	81.67	80.00
S12	81.67	75.00	75.00	71.67	70.00	88.33	90.00	88.33
S13	60.00	50.00	55.00	61.67	63.33	58.33	61.67	60.00
S14	51.67	70.00	61.67	58.33	50.00	60.00	63.33	56.67
Mean ± Std	74.76 ± 15.93	76.43 ± 15.63	75.72 ± 14.44	72.74 ± 15.31	72.74 ± 15.70	79.40 ± 15.39	80.83 ± 14.29	80.12 ± 13.44