Exploring Sampling in the Detection of Multicategory EEG Signals

Table 3

Performances of the MLR on the RS and OS scheme.

	Performances for MLR
Class	RS scheme						OS scheme
	TPR	FAR	Precision	Recall	-value	Acc	TPR	FAR	Precision	Recall	-value	Acc
Z	100	0	100	100	100	100	58.0	16.3	47.2	58.0	52.0	58.0
O	100	0.3	99.0	100	99.5	100	64.0	11.8	57.7	64.0	60.7	64.0
N	99.0	0	100	99.0	99.5	99.0	63.0	10.5	60.0	63.0	61.5	63.0
F	100	0	100	100	100	100	31.0	8.3	48.4	31.0	37.8	31.0
S	100	0	100	100	100	100	90.0	1.8	92.8	90.0	91.4	90.0
Overall	99.8	0.1	99.8	99.8	99.8	99.8	61.2	9.7	61.2	61.2	60.7	61.2