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

Table 6

Kappa value comparison with other published results.

Subject	A01	A02	A03	A04	A05	A06	A07	A08	A09	Mean	p value
Method 2	0.77	0.38	0.76	0.47	0.27	0.42	0.73	0.81	0.85	0.607
Method 1	0.66	0.39	0.78	0.47	0.25	0.41	0.72	0.79	0.83	0.589	0.8632
Reference [43]	0.86	0.24	0.70	0.68	0.36	0.34	0.66	0.75	0.82	0.60	0.9586
TSLDA [10]	0.74	0.38	0.72	0.50	0.26	0.34	0.69	0.71	0.76	0.567	0.6894
Winner 1 [46]	0.68	0.42	0.75	0.48	0.40	0.27	0.77	0.75	0.61	0.57	0.7051
Reference [8]	0.71	0.46	0.76	0.44	0.26	0.37	0.79	0.75	0.61	0.57	0.7245
Reference [14]	0.75	0.49	0.76	0.49	0.34	0.36	0.68	0.76	0.76	0.60	0.9353