Toward Measuring Target Perception: First-Order and Second-Order Deep Network Pipeline for Classification of Fixation-Related Potentials

Table 5

Classification performance (5-fold CV AUC) comparison between the augmented covariance pooling and the covariance pooling.

	S1	S2	S3	S4	S5	S6	S7	S8	S9	S10	MeanStd
COVP-ACOVP (ours)	−0.0814	−0.0209	−0.0094	−0.0423	−0.0610	−0.1749	0.0106	−0.0126	−0.0280	−0.0462