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

Table 3

Comparison of the average test results on artifact-contaminated and noncontaminated data. The averages are calculated over 5 outer validation sets. The numbers in the parentheses indicate standard deviations.

Participant IDs	Test on noncontaminated data		Test on contaminated data
	TPR(%)	FPR(%)	TPR(%)	FPR(%)
AB1	58.6
	(8.6)	0.1	47.7
		(0.1)	(7.9)	0.5
				(0.3)
AB2	64.2
	(7.5)	0.0	51.0
		(0.0)	(4.0)	0.1
				(0.0)
AB3	46.9	0.3	43.7	0.7
	(10.4)	(0.2)	(4.8)	(0.2)
AB4	55.0	0.1	64.7	0.4
	(5.3)	(0.1)	(5.7)	(0.1)
Mean	56.2	0.1	51.8	0.4
	(7.2)	(0.1)	(9.1)	(0.1)