Table 8 Evaluating the result of deep networks used in feature selection for dataset-2.
From: Predator crow search optimization with explainable AI for cardiac vascular disease classification
Dataset-2 | Accuracy | Sensitivity | Specificity | Precision | NPV | F-score |
|---|---|---|---|---|---|---|
SDL | 0.845 | 0.932 | 0.751 | 0.801 | 0.910 | 0.861 |
VGG16 | 0.850 | 0.934 | 0.757 | 0.809 | 0.913 | 0.867 |
ResNet50 | 0.863 | 0.938 | 0.783 | 0.820 | 0.925 | 0.875 |
DenseNet121 | 0.871 | 0.942 | 0.772 | 0.829 | 0.930 | 0.882 |
Proposed | 0.863 | 0.939 | 0.779 | 0.819 | 0.922 | 0.875 |