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Comparison of Valence classification accuracy between ST-SBSSVM and common methods.
| Difference from ST-SBSSVM accuracy (DEAP) | Difference from ST-SBSSVM accuracy (SEED) | |
|---|---|---|
| SVM | +17% | +39% |
| PCA-SVM | +17% | +39% |
| SBS | –0.42% | +6% |
| KNN | +10% | +28% |
| PCA-KNN | +11% | +31% |
| RF | +20% | +16% |
| The average difference | ||
| from ST-SBSSVM accuracy | +12.4% | +26.5% |
