Table 3.

Classification performance (movement preparation vs. resting) in terms of balanced accuracy.

	wMNE	dSPM	sLORETA
S1	0.95 ± 0.01	0.95 ± 0.02	0.95 ± 0.01
S2	0.84 ± 0.01	0.82 ± 0.02	0.76 ± 0.08
S3	0.89 ± 0.01	0.88 ± 0.02	0.86 ± 0.02
S4	0.90 ± 0.03	0.91 ± 0.02	0.91 ± 0.02
S5	0.92 ± 0.01	0.92 ± 0.01	0.91 ± 0.02
S6	0.91 ± 0.02	0.91 ± 0.02	0.91 ± 0.03
S7	0.70 ± 0.05	0.81 ± 0.01	0.77 ± 0.01
S8	0.97 ± 0.01	0.96 ± 0.02	0.97 ± 0.01
∅	0.88 ± 0.02	0.89 ± 0.01	0.88 ± 0.02

Given are averages over the three test sets together with the standard error of the mean (SEM). The row ∅ contains mean and SEM across all individual values of the subjects. Bold values highlight best performance across SLMs.