Table 4.

The non-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
SCN [31]	47.06	31.22	41.02	33.19	41.57	34.71	43.09	46.01	51.78	41.07
MCNN [34]	51.91	38.06	43.34	35.81	41.50	31.11	48.09	45.01	51.29	42.09
CCNN [34]	62.07	42.44	63.12	52.09	49.96	37.16	62.54	59.32	69.43	55.34
SCNN [29]	72.29	39.26	81.59	60.90	54.03	51.58	74.70	77.11	76.86	65.37
SCNN-MCD	80.39	46.28	82.91	62.65	58.78	49.76	71.51	79.76	78.76	67.87