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Result Comparison of Proposed CNN with Transfer learning models with 3 classes.
| Model | Accuracy | Precision | Sensitivity | F-score | Specificity | AUC |
|---|---|---|---|---|---|---|
| VGG16 | 89.85% | 91.41% | 97.87% | 95.51% | 92.42% | 55.41% |
| AlexNet | 89.85% | 91.41% | 94.53% | 95.51% | 92.42% | 57.37% |
| InceptionV3 | 84.20% | 91.32% | 96.24% | 94.18% | 90.79% | 59.16% |
| Proposed CNN | 89.85% | 91.41% | 98.32% | 95.51% | 94.60% | 55.41% |
