Table 2.

Classification accuracy (Dataset 1).

Subjects	CSP	Wavelet-CSP	WPD-CSP	SFBCSP	SBLFB	CSP-Wavelet+LOG	CSP-WPD+LOG	CSP-FB+LOG
1a	77.00	61.00	59.00	63.00	61.00	67.00	64.00	73.00
1b	67.00	63.00	64.00	54.00	53.00	69.00	69.00	75.00
1c	74.00	80.00	81.00	58.00	58.00	76.00	80.00	87.00
1d	92.00	93.00	92.00	90.00	89.00	97.00	95.00	98.00
1e	97.00	97.00	97.00	96.00	96.00	97.00	100.00	99.00
1f	89.00	86.00	86.00	82.00	80.00	90.00	93.00	93.00
1g	94.00	95.00	72.00	80.00	80.00	94.00	94.00	97.00
Mean ± Std	84.29 ± 10.66	82.14 ± 13.82	78.71 ± 13.20	74.71 ± 15.18	73.86 ± 15.34	84.29 ± 12.26	85.00 ± 13.05	88.86 ± 10.12