Table 6.
Class-wise performance results.
| Class | Task | Precision (%) | Recall (%) | F1-Score (%) | Accuracy (%) |
|---|---|---|---|---|---|
| Four | COVID-19 | 99.0 | 94.0 | 97.0 | 88.79 |
| Normal | 94.0 | 91.0 | 92.0 | ||
| Bacterial Pneumonia | 80.0 | 94.0 | 87.0 | ||
| Viral Pneumonia | 83.0 | 77.0 | 80.0 | ||
| COVID-19 | 1.00 | 96.0 | 98.0 | ||
| Three | Normal | 95.0 | 99.0 | 97.0 | 97.22 |
| Bacterial Pneumonia | 97.0 | 96.0 | 97.0 | ||
| COVID-19 | 1.00 | 97.0 | 98.0 | ||
| Three | Normal | 86.0 | 98.0 | 91.0 | 93.11 |
| Viral Pneumonia | 95.0 | 85.0 | 90.0 | ||
| COVID-19 | 99.0 | 95.0 | 97.0 | ||
| Three | Viral Pneumonia | 87.0 | 97.0 | 91.0 | 92.10 |
| Bacterial Pneumonia | 95.0 | 85.0 | 90.0 | ||
| Two | COVID-19 | 99.0 | 99.0 | 99.0 | 99.13 |
| Normal | 99.0 | 99.0 | 99.0 | ||
| Two | COVID-19 | 1.00 | 97.0 | 98.0 | 98.47 |
| Bacterial Pneumonia | 97.0 | 1.00 | 98.0 | ||
| Two | COVID-19 | 1.00 | 98.0 | 99.0 | 98.91 |
| Viral Pneumonia | 98.0 | 1.00 | 99.0 |