Table 2.

The subject-specific session to session classification results (accuracy in percentage) on dataset 2a. The best accuracies are highlighted in bold; the lowest accuracies of SCNN-MCD with respect to SCNN are underlined.

Methods	A01	A02	A03	A04	A05	A06	A07	A08	A09	Mean
FBCSP [30]	76.00	56.28	80.88	61.07	54.85	45.48	82.98	81.63	70.45	67.70
SCN [31]	86.56	62.29	89.86	65.61	55.19	48.47	86.07	78.41	76.05	72.05
C2CM [32]	87.50	65.28	90.28	66.67	62.50	45.49	89.58	83.33	79.51	74.46
MCNN [34]	90.21	63.40	89.35	71.16	62.82	47.66	90.86	83.72	82.32	75.72
CCNN [34]	87.14	63.10	86.76	68.29	63.61	48.32	87.73	80.17	78.83	73.77
GLOBAL [33]	88.60	55.90	86.70	71.00	66.50	56.00	88.40	80.90	77.10	74.60
SCNN [29]	83.81	51.97	91.48	73.82	69.82	53.90	91.17	81.87	82.39	75.58
SCNN-MCD	85.27	57.11	92.48	75.42	74.38	57.02	92.15	82.36	80.68	77.43