Motor Imagery EEG Classification Based on Decision Tree Framework and Riemannian Geometry

Table 5

Comparison of classification accuracy (%) for L/R task with other published results using OVO scheme applied on BCI competition dataset 2A.

Subject	A01	A02	A03	A04	A05	A06	A07	A08	A09	Mean	Std	p value
Method 2	90.95	67.29	94.52	63.87	64.48	70.33	70.29	97.95	95.00	79.41	13.85
Reference [43]	91.49	60.56	94.16	76.72	58.52	68.52	78.57	97.01	93.85	79.93	14.13	0.95
Reference [8]	88.89	59.03	90.28	78.47	62.50	75.00	72.92	93.06	87.50	78.63	11.63	0.90
Reference [44]	88.89	51.39	96.53	70.14	54.86	71.53	81.25	93.75	93.75	78.01	16.04	0.85
Reference [45]	90.28	54.17	93.75	64.58	57.64	65.28	62.50	90.97	85.42	73.84	15.02	0.45