Table 3.

Detection performance when non-candidates for classification output were included in the learning.

Sub.	Four commands		Three commands		Two commands
	Accuracy (%)	ITR (bits/min)	Accuracy (%)	ITR (bits/min)	Accuracy (%)	ITR (bits/min)
1	60.0	0.53	66.7	0.44	75.0	0.25
2	70.0	0.86	74.4	0.68	83.3	0.47
3	60.0	0.53	67.8	0.47	78.3	0.33
4	70.0	0.86	75.6	0.72	83.3	0.47
5	78.3	1.20	84.4	1.07	91.7	0.78
6	61.7	0.58	66.7	0.44	75.0	0.25
7	100	2.67	100	2.11	100	1.30
8	71.7	0.92	76.7	0.76	85.0	0.52
9	66.7	0.74	74.4	0.68	85.0	0.52
10	100	2.67	100	2.11	100	1.30
Mean	73.8	1.16	78.7	0.95	85.7	0.63
SD	14.2	0.78	11.8	0.61	8.6	0.38

The average results of all target combinations were presented for <5 commands.