Research Article
COV-DLS: Prediction of COVID-19 from X-Rays Using Enhanced Deep Transfer Learning Techniques
Table 2
Performance results of each transfer model for COVID-19 identification by the proposed model.
| Model | Accuracy | Precision | Recall | F1-score | Sensitivity | Specificity |
| Modified-VGG16 | 0.9861 | 0.97 | 0.97 | 0.97 | 0.97 | 0.99 | Modified-VGG19 | 0.9722 | 0.97 | 0.92 | 0.94 | 0.92 | 0.99 | Modified-ResNet50 | 0.9513 | 0.94 | 0.86 | 0.89 | 0.86 | 0.98 | Modified-InceptionV3 | 0.9931 | 1.00 | 0.97 | 0.99 | 0.97 | 1.00 |
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