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Performance measures for ResNet-50 after optimization for X-ray images.
| Category | Accuracy (%) | Specificity (%) | Precision (%) | Recall (%) | F1-Score (%) | FPR | FNR | Error Rate |
|---|---|---|---|---|---|---|---|---|
| Normal | 99.84 | 99.79 | 99.48 | 99.57 | 99.52 | 0.0021 | 0.0043 | 0.0016 |
| COVID-19 | 98.98 | 98.88 | 98.78 | 98.88 | 98.83 | 0.0112 | 0.0112 | 0.0102 |
| Viral Pneumonia | 98.75 | 98.95 | 98.58 | 98.49 | 98.53 | 0.0105 | 0.0151 | 0.0125 |
