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SVM classifier performance according to kernel functions
| Kernel Functions of SVM | Classes | Sn | Sp | Pr | F-score | ACC (%) |
|---|---|---|---|---|---|---|
| Linear | COVID-19 | 0.95 | 0.94 | 0.96 | 0.95 | 95.00 |
| Normal | 0.90 | 0.96 | 0.88 | 0.89 | ||
| Pneumonia | 1.00 | 1.00 | 1.00 | 1.00 | ||
| Gaussian | COVID-19 | 0.96 | 0.96 | 0.97 | 0.97 | 96.40 |
| Normal | 0.93 | 0.97 | 0.90 | 0.91 | ||
| Pneumonia | 1.00 | 1.00 | 1.00 | 1.00 | ||
| Polynomial | COVID-19 | 0.92 | 0.99 | 0.96 | 0.94 | 97.30 |
| Normal | 0.98 | 0.96 | 0.97 | 0.98 | ||
| Pneumonia | 1.00 | 1.00 | 1.00 | 1.00 |
