Table 3.

Classification accuracy (Dataset 2).

Subjects	CSP	Wavelet-CSP	WPD-CSP	SFBCSP	SBLFB	CSP-Wavelet+LOG	CSP-WPD+LOG	CSP-FB+LOG
A01-LR	89.58	88.19	90.28	76.39	79.17	93.06	91.67	90.28
A02-LR	56.25	51.39	54.17	52.78	52.78	61.81	55.56	61.81
A03-LR	96.53	93.06	93.75	87.5	88.89	95.83	97.22	97.92
A04-LR	71.53	66.67	64.58	63.89	63.19	72.92	72.22	69.44
A05-LR	52.08	50	54.86	81.94	81.25	58.33	62.5	52.78
A06-LR	70.14	61.81	70.83	57.64	59.03	68.06	68.06	69.44
A07-LR	81.94	82.64	85.42	77.78	82.64	81.25	79.17	77.08
A08-LR	93.06	93.75	94.44	88.19	90.28	95.14	95.14	95.14
A09-LR	89.58	90.28	90.28	85.42	84.03	93.06	93.06	90.97
A01-LF	95.83	95.14	98.61	89.58	90.28	99.31	99.31	97.22
A02-LF	71.53	68.06	72.22	70.83	73.61	69.44	67.36	75.69
A03-LF	94.44	95.83	95.14	90.28	90.97	95.83	95.14	95.83
A04-LF	78.47	83.33	84.72	81.25	80.56	81.94	88.89	85.42
A05-LF	62.5	68.75	54.86	53.47	54.17	71.53	70.83	63.89
A06-LF	66.67	68.06	72.22	64.58	65.28	70.83	68.75	68.75
A07-LF	98.61	99.31	95.83	92.36	94.44	99.31	99.31	100
A08-LF	75.69	83.33	75.69	77.08	78.47	86.11	79.86	84.72
A09-LF	95.83	93.06	93.75	93.75	93.06	97.22	97.22	93.75
A01-LT	95.14	97.92	95.14	88.19	86.81	99.31	98.61	94.44
A02-LT	65.28	61.81	64.58	61.11	62.5	69.44	67.36	63.19
A03-LT	94.44	96.53	96.53	83.33	85.42	95.83	96.53	95.83
A04-LT	87.5	89.58	88.19	76.39	77.78	88.89	88.19	89.58
A05-LT	71.53	67.36	69.44	68.06	70.83	70.14	70.83	72.92
A06-LT	70.14	65.97	71.53	66.67	68.75	70.14	70.14	76.39
A07-LT	98.61	97.22	95.14	88.89	88.89	95.14	96.53	96.53
A08-LT	91.67	89.58	90.97	80.56	84.72	93.75	93.75	88.19
A09-LT	95.83	95.83	96.53	95.83	95.83	97.92	97.92	97.92
A01-RF	93.06	96.53	96.53	77.08	78.47	98.61	98.61	98.61
A02-RF	79.86	68.06	72.92	67.36	67.36	81.94	81.25	77.08
A03-RF	93.06	95.14	95.14	84.03	84.72	93.75	95.83	97.22
A04-RF	89.58	92.36	86.11	81.94	79.86	90.28	93.75	90.28
A05-RF	52.78	55.56	58.33	59.72	58.33	64.58	67.36	63.89
A06-RF	61.81	66.67	67.36	71.53	67.36	66.67	66.67	64.58
A07-RF	97.22	100	98.61	97.22	98.61	100	97.92	98.61
A08-RF	79.86	77.08	71.53	73.61	76.39	77.08	74.31	81.25
A09-RF	83.33	84.03	85.42	74.31	75	86.81	86.81	87.5
A01-RT	98.61	100	100	87.5	85.42	100	100	99.31
A02-RT	67.36	66.67	65.28	61.81	60.42	65.28	65.28	70.83
A03-RT	90.97	96.53	95.83	90.97	89.58	96.53	96.53	96.53
A04-RT	85.42	86.11	84.72	81.94	83.33	85.42	86.81	90.28
A05-RT	57.64	57.64	62.5	81.25	80.56	73.61	74.31	63.89
A06-RT	65.28	68.75	64.58	56.94	58.33	73.61	74.31	67.36
A07-RT	97.92	95.83	97.92	95.14	97.22	99.31	97.92	97.92
A08-RT	90.28	89.58	88.89	78.47	79.86	89.58	91.67	88.89
A09-RT	90.28	86.11	84.03	78.47	82.64	93.75	93.06	80.56
A01-FT	68.75	75.69	73.61	71.53	72.22	74.31	72.22	74.31
A02-FT	70.14	66.67	75	63.89	63.89	78.47	75	70.14
A03-FT	69.44	80.56	78.47	72.92	70.83	75.69	75.69	87.5
A07-FT	59.72	72.22	69.44	75	77.78	71.53	61.11	70.83
A08-FT	60.42	55.56	61.11	50.69	50.69	65.28	59.72	54.86
A09-FT	68.75	72.22	70.14	63.19	65.97	69.44	71.53	70.14
A07-FT	80.56	78.47	80.56	75	74.31	83.33	84.72	78.47
A08-FT	83.33	79.17	82.64	77.08	79.86	82.64	86.81	84.72
A09-FT	93.75	90.28	90.28	72.92	72.22	94.44	94.44	85.42
Mean ± Std	80.36 ± 3.98	80.52 ± 4.36	80.86 ± 3.54	76.21 ± 1.80	76.94 ± 11.94	83.40 ± 12.47	83.05 ± 3.15	82.15 ± 3.16