Performance of a Self-Paced Brain Computer Interface on Data Contaminated with Eye-Movement Artifacts and on Data Recorded in a Subsequent Session

Table 4

Comparison of the average results using data recorded in the first five sessions with those using data recorded in a subsequent session. The averages are calculated over 5 outer validation sets. The numbers in the parentheses indicate standard deviations.

Participant IDs	Combined test results on the first five session		Test results on the subsequentsession
	TPR(%)	FPR(%)	TPR(%)	FPR(%)
AB1	50.3	0.5	62.9	0.3
	(8.0)	(0.2)	(8.8)	(0.2)
AB2	55.0	0.1	46.3	0.1
	(5.0)	(0.0)	(5.1)	(0.1)
AB3	44.2	0.7	46.6	0.8
	(5.7)	(0.2)	(6.0)	(0.2)
AB4	61.2	0.4	39.7	1.8
	(5.3)	(0.1)	(8.0)	(1.0)
Mean	52.7	0.4	48.8	0.8
	(7.2)	(0.2)	(9.9)	(0.7)