Table 4.

Summary of classification accuracy results achieved with SVM and CNN in the classification experiment leave-one-out participant.

Participant	SVM				CNN
out	Mean ± std	Max	Min	AUC	Mean ± std	Max	Min	AUC
P1	44.7 ± 0.6	46.0	43.3	0.44	54.2 ± 1.9	58.2	50.2	0.54
P2	63.1 ± 1.1	65.2	59.7	0.62	65.3 ± 1.8	69.3	58.1	0.74
P3	60.0 ± 0.8	61.9	58.4	0.59	54.6 ± 3.1	60.5	46.9	0.57
P4	57.9 ± 0.9	60.0	55.2	0.57	62.7 ± 1.4	66.2	59.2	0.65
P5	44.8 ± 0.5	46.2	42.9	0.47	50.9 ± 1.7	56.3	47.0	0.50
P6	54.7 ± 0.7	56.2	52.8	0.53	59.2 ± 1.5	63.3	55.0	0.61
P7	53.3 ± 1.2	57.0	50.4	0.54	67.2 ± 1.7	70.8	60.5	0.74
Average	54.1 ± 6.7	65.2	42.9	0.53	59.2 ± 6.0	70.8	46.9	0.62

The lower row shows the grand-average across-all-participants.