Table 1.

Performed bi-class accuracy within the MI segment using the whole electrode montage ($C=22$)

Subject	$\mu$	$\beta$	$\mu \cup \beta$	$\mu \cup 3\beta$
PSD
A08T	97.1 ± 3.5	84.9 ± 6.9	93.3 ± 3.9	96.8 ± 3.9
A09T	92.1 ± 4.8	89.0 ± 6.1	96.5 ± 4.3	96.6 ± 4.1
A03T	91.1 ± 5.6	77.5 ± 6.4	91.2 ± 6.5	91.3 ± 4.2
A06T	80.0 ± 6.9	81.6 ± 5.5	82.5 ± 6.1	86.7 ± 5.8
A07T	83.8 ± 8.7	78.9 ± 4.3	82.0 ± 4.9	85.1 ± 8.6
A05T	76.2 ± 5.2	79.0 ± 6.9	80.8 ± 6.6	84.0 ± 4.5
A04T	84.7 ±  6.2	79.3 ± 7.6	80.7 ± 7.5	83.7 ± 5.4
A01T	82.6 ± 3.4	80.5 ± 5.4	82.6 ± 5.6	83.5 ± 7.0
A02T	80.4 ± 6.8	77.8 ± 6.2	81.1 ± 5.3	82.5 ± 6.4
Average $h_u$	200	350	350	300
Average $a_c$	85.3 ± 5.7	80.9 ± 6.1	85.6 ± 5.6	87.8 ± 5.5
CWT
A03T	96.4 ± 3.6	95.0 ± 4.6	95.0 ± 4.6	94.2 ± 2.9
A08T	96.3 ± 4.9	95.4 ± 5.1	94.0 ± 4.6	94.0 ± 5.6
A09T	94.0 ± 5.4	94.8 ± 5.6	94.8 ± 4.2	92.3 ± 5.9
A07T	85.7 ± 7.9	83.4 ± 6.8	86.4 ± 6.7	87.4 ±5.4
A06T	83.9 ± 5.6	84.1 ± 5.1	86.7 ± 7.2	86.7 ± 7.2
A04T	86.9 ± 7.7	84.6 ± 8.4	85.4 ± 7.3	85.3 ± 7.2
A01T	83.2 ± 6.7	82.5 ± 5.1	83.4 ± 5.5	82.5 ± 3.9
A05T	79.8 ± 6.3	76.8 ± 9.0	79.1 ± 4.8	82.2 ± 4.9
A02T	81.8 ± 7.2	84.0 ± 8.2	83.8 ± 6.5	81.7 ± 7.2
Average $h_u$	350	400	250	250
Average $a_c$	87.5 ± 6.1	86.7 ± 6.4	87.6 ± 5.7	87.4 ± 5.6

The best figure achieved by each individual is marked in italics