| Dataset | SVM kernel function prediction accuracy (%) | |||
|---|---|---|---|---|
| Linear | RBF | Sigmoid | Polynomial | |
| 100 | 75.1 | 76 | 74.6 | 81.2 |
| 200 | 83.4 | 85.6 | 78.6 | 85.6 |
| 300 | 86 | 87 | 87.4 | 87.2 |
| 400 | 86.9 | 87.3 | 88 | 87.4 |
| 500 | 88 | 87.6 | 88.8 | 87.8 |
| 600 | 89 | 88.1 | 88.9 | 87.2 |
| 700 | 89.3 | 88.5 | 89 | 87.4 |
| 800 | 89.5 | 89.9 | 89.2 | 88.6 |
| 900 | 89.7 | 89 | 90.2 | 88.8 |
| 1,000 | 90 | 89.4 | 90.2 | 88.8 |
| 1,100 | 90.2 | 90 | 90.4 | 89.1 |
| 1,200 | 90.2 | 90.4 | 90.5 | 89.8 |
| 1,300 | 91.2 | 91 | 90.8 | 90.2 |