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 |