Table 2. Single trial classification rates per subject using different frequency ranges.
Subject no. | 8–20 Hz | 8–24 Hz | 8–28 Hz |
1 | 0.99 | 0.99 | 0.99 |
2 | 0.97 | 0.94 | 0.94 |
3 | 0.9 | 0.89 | 0.89 |
4 | 0.96 | 0.97 | 0.97 |
5 | 0.93 | 0.95 | 0.96 |
6 | 0.98 | 0.98 | 0.98 |
7 | 0.93 | 0.94 | 0.94 |
8 | 0.98 | 0.99 | 0.98 |
9 | 0.98 | 0.98 | 0.99 |
10 | 0.98 | 0.98 | 0.98 |
Average | 0.96 | 0.96 | 0.96 |
Calculations were done using 9 channels and the combined ERD and ERS periods.