Research Article
Artificial Neural Network-Based Deep Learning Model for COVID-19 Patient Detection Using X-Ray Chest Images
Table 4
Performance results for each class using all evaluated models on the test dataset.
| | Model | Class | Accuracy | Precision | Recall | F1-score |
| | ResNet50V2 | Pneumonia | 90.24 | 93.0 | 90.0 | 92.0 | | Normal | 94.30 | 94.0 | 94.0 | 94.0 | | COVID-19 | 99.19 | 97.0 | 99.0 | 98.0 |
| | VGG-16 | Pneumonia | 89.43 | 90.0 | 89.0 | 90.0 | | Normal | 94.30 | 91.0 | 94.0 | 92.0 | | COVID-19 | 94.35 | 97.0 | 94.0 | 96.0 |
| | InceptionV3 | Pneumonia | 86.99 | 91.0 | 87.0 | 89.0 | | Normal | 93.49 | 90.0 | 93.0 | 92.0 | | COVID-19 | 98.38 | 98.0 | 98.0 | 98.0 |
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