Table 5.
Performance of the model (Fig. 5) on the ChestX test dataset using pre-trained VGG19
Precision | Recall | F1-Score | |
---|---|---|---|
COVID-19 | 0.93 | 0.87 | 0.90 |
Normal | 0.91 | 0.96 | 0.93 |
Pneumonia | 0.95 | 0.91 | 0.93 |
Accuracy | 0.93 | ||
Macro avg | 0.93 | 0.91 | 0.92 |
Weighted avg | 0.93 | 0.93 | 0.93 |