Table 3.
The performance of feature fusion and single-feature extraction.
| Feature | Delta (0.5–3.5 Hz) | Theta (4–7 Hz) | Alpha (8–13 Hz) | Beta (14–30 Hz) | Gamma (31–48 Hz) | All bands | |
|---|---|---|---|---|---|---|---|
| p value | DE/DE_ENP_CSP | 0.77 | 0.12 | 0.07 | 0.09 | 0.09 | <0.01 |
| ENP/DE_ENP_CSP | <0.01 | <0.01 | <0.01 | 0.09 | 0.01 | <0.01 | |
| CSP/DE_ENP_CSP | 0.06 | 0.41 | 0.36 | 0.19 | 0.09 | <0.01 |