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The effect of wavelet decomposition layers and sub-band selection on average classification accuracy of various datasets (the CSP-WPD method).
| Dataset | Without Sub-Bands Selected | With Sub-Bands Selected | ||
|---|---|---|---|---|
| CSP-WPD+LOG (L1) | CSP-WPD+LOG (L2) | CSP-WPD+LOG (L1) | CSP-WPD+LOG (L2) | |
| dataset 1 | 84.14 | 83.86 | 85 | 84.71 |
| dataset 2 | 82.65 | 80.95 | 83.05 | 82.51 |
| dataset 3 | 78.33 | 76.81 | 78.75 | 77.36 |
| dataset 4 | 77.62 | 77.86 | 80.83 | 80.48 |
| All data | 81.47 | 80.24 | 82.38 | 81.8 |
