Table 3. The proposed models and comparisons of their results.
Models | Train_loss | Train_accuracy | Val_loss | Val_accuracy | ROC-AUC score |
---|---|---|---|---|---|
DenseNet121 | 0.2596 | 0.4238 | 0.2645 | 0.4043 | 0.793 |
InceptionResNetV2 | 0.2446 | 0.4547 | 0.2641 | 0.4102 | 0.801 |
ResNet152V2 | 0.2827 | 0.3686 | 0.2821 | 0.3760 | 0.751 |