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Performance analysis with other DL networks
| Method | Accuracy (%) | Sensitivity (%) | Specificity (%) | F1 score (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|
| AlexNet | 96.44 | 97.56 | 95.33 | 96.48 | 95.43 | 97.50 |
| GoogleNet | 95.33 | 97.11 | 93.56 | 95.41 | 93.78 | 97.00 |
| VGG19 | 94.89 | 90.22 | 99.56 | 94.64 | 99.51 | 91.06 |
| SqueezeNet | 91.11 | 89.11 | 93.11 | 90.93 | 92.82 | 89.53 |
| ResNet50 | 97.78 | 97.56 | 98.00 | 97.77 | 97.99 | 97.57 |
| InceptionV3 | 99.22 | 99.78 | 97.78 | 98.79 | 97.82 | 99.77 |
