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Performance measures for ResNet-50 without optimization for X-ray images.
| Category | Accuracy (%) | Specificity (%) | Precision (%) | Recall (%) | F1-Score (%) | FPR | FNR | Error Rate |
|---|---|---|---|---|---|---|---|---|
| Normal | 97.58 | 97.56 | 97.52 | 97.47 | 97.49 | 0.0265 | 0.0365 | 0.0313 |
| COVID-19 | 96.84 | 96.92 | 96.95 | 96.87 | 96.91 | 0.0244 | 0.0253 | 0.0242 |
| Viral Pneumonia | 96.87 | 97.35 | 97.27 | 96.35 | 96.81 | 0.0308 | 0.0313 | 0.0316 |
