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Values of performance measures of ChestX-Ray6 model for binary classification.
| Test images | Type | Recall | F1-score | AUC | Accuracy |
|---|---|---|---|---|---|
| 624 | Normal | 98% | 97% | – | – |
| Pneumonia | 98% | 98% | – | – | |
| Average | 98% | 98% | 99.76% | 97.91% | |
| 875 | Normal | 98% | 96% | – | – |
| Pneumonia | 98% | 99% | – | – | |
| Average | 98% | 97% | 99.81% | 97.94% | |
| 303 | Normal | 97% | 97% | – | – |
| Pneumonia | 998% | 97% | – | – | |
| Average | 97% | 97% | 99.90% | 97.02% | |
| 449 | Normal | 98% | 97% | – | – |
| Pneumonia | 98% | 98% | – | – | |
| Average | 98% | 98% | 99.92% | 97.77% | |
