Table 10 Frequency ranges (Hz) of selected CSP features for each dataset
Dataset | Rank of selected features | |||
|---|---|---|---|---|
1st | 2nd | 3rd | 4th | |
S1E | 16-20 | 12-16 | 8-12 | 16-20 |
S1L | 8-12 | 4-8 | 8-12 | 4-8 |
S2E | 8-12 | 8-12 | 12-16 | 20-24 |
S2L | 36-40 | 32-36 | 32-36 | 12-16 |
S3E | 12-16 | 8-12 | 16-20 | 20-24 |
S3L | 12-16 | 12-16 | 16-20 | 12-16 |
S4E | 24-28 | 8-12 | 16-20 | 20-24 |
S4L | 24-28 | 12-16 | 20-24 | 16-20 |
S5E | 16-20 | 12-16 | 24-28 | 16-20 |
S5L | 4-8 | 4-8 | 8-12 | 4-8 |
H1 | 16-20 | 20-24 | 16-20 | 16-20 |
H2 | 24-28 | 36-40 | 20-24 | 24-28 |
H3 | 36-40 | 16-20 | 24-28 | 36-40 |
H4 | 16-20 | 16-20 | 20-24 | 16-20 |
H5 | 20-24 | 24-28 | 20-24 | 16-20 |
H6 | 12-16 | 8-12 | 12-16 | 12-16 |
H7 | 12-16 | 16-20 | 16-20 | 12-16 |
H8 | 20-24 | 16-20 | 20-24 | 24-28 |
H9 | 12-16 | 16-20 | 8-12 | 16-20 |
H10 | 20-24 | 16-20 | 20-24 | 16-20 |