Table 9.
The effect of different classifiers on average classification accuracy of various datasets.
Datasets | CSP-Wavelet+LOG | CSP-WPD+LOG | CSP-FB+LOG | ||||||
---|---|---|---|---|---|---|---|---|---|
SVM | BLDA | FLDA | SVM | BLDA | FLDA | SVM | BLDA | FLDA | |
dataset 1 | 85 | 83.14 | 84.29 | 84.29 | 84.29 | 85 | 89.14 | 89.29 | 88.86 |
dataset 2 | 82.11 | 82.99 | 83.4 | 82.82 | 82.91 | 83.05 | 82.54 | 82.64 | 82.15 |
dataset 3 | 78.47 | 78.33 | 78.19 | 78.75 | 80.28 | 78.75 | 80.83 | 80.28 | 81.53 |
dataset 4 | 76.67 | 79.52 | 79.4 | 77.02 | 79.52 | 80.83 | 79.52 | 79.4 | 80.12 |
All data | 81.06 | 81.92 | 82.25 | 81.54 | 82.18 | 82.38 | 82.4 | 82.4 | 82.3 |