| SVM (Polynomial Kernel) | Accuracy (%) | |||||||
| C | degree | Before Feature Selection | CorrFS-Best First Search | CorrFS-Genetic Search | ConsFS- BestFirst Search | ConsFS-Genetic Search | ReliefF- Ranker | IG- Ranker |
| 10 | 3 | 99.39 | 96.14 | 97.93 | 97.18 | 97.55 | 99.39 | 99.39 |
| 500 | 3 | 99.06 | 97.74 | 98.73 | 98.64 | 99.11 | 99.06 | 99.06 |
| 500 | 4 | 98.97 | 98.12 | 99.01 | 98.49 | 98.97 | 98.97 | 98.97 |
| 100 | 5 | 99.06 | 98.02 | 99.01 | 98.21 | 98.73 | 99.06 | 99.06 |
| 10,000 | 5 | 99.06 | 98.4 | 99.06 | 97.55 | 98.82 | 99.06 | 99.06 |