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The comparison average results of three datasets between FBCSP+SVM classifier and FBCSPNet classifier.
| FBCSP+SVM | FBCSPNet | |||||
|---|---|---|---|---|---|---|
| Datasets | Original data | TSF-GAN | TSF-WGAN | Original data | TSF-GAN | TSF-WGAN |
| AO dataset | 63.57 | 65.41 | 67.67 | 67.29 | 68.41 | 68.84 |
| GAL dataset | 69.78 | 73.63 | 73.89 | 73.61 | 74.82 | 75.23 |
| MI dataset | 61.98 | 63.61 | 64.01 | 65.47 | 66.64 | 66.86 |
| Average | 65.11 | 67.55 | 68.52 | 68.79 | 69.95 | 70.31 |
| Improved Ratio | – | 3.75% | 5.25% | – | 1.68% | 2.21% |
