Table 1. Classification accuracy (%) for each subject with 1s data length.

Subject	CCA	CACC	MwayCCA	L1-MCCA	MsetCCA	IT-CCA	Combination Method
S1	23.89	18.89	32.22	30.00	30.00	51.11	78.89
S2	23.33	18.33	35.56	43.33	27.78	47.22	71.67
S3	28.89	33.33	41.67	45.00	79.44	84.44	94.44
S4	70.00	61.67	86.67	88.89	92.22	93.89	99.44
S5	68.33	71.67	85.56	87.78	94.44	91.11	100.00
S6	72.78	71.11	82.78	90.56	91.67	97.78	99.44
S7	59.44	55.00	72.22	67.22	70.56	88.33	98.33
S8	90.56	83.33	98.33	99.44	96.67	96.67	100.00
S9	62.78	65.56	80.56	82.78	89.44	92.78	98.89
S10	50.00	31.11	68.33	67.78	63.89	68.33	86.67
Mean±STD	55.00±22.95	51.00±23.63	68.39±23.56	70.28±23.74	73.61±25.89	81.17±18.84	92.78±10.22