Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Average accuracy, precision, F1 score, MCC, and specificity values obtained by the results of the CNN-based architectures applied at epochs = 50, val_step = 10, steps = 10.
| Models | Accuracy (%) | Precision (%) | F1 score (%) | MCC (%) | Sensitivity (%) |
|---|---|---|---|---|---|
| VGG16 | 69.6 | 69.1 | 68.7 | 69.3 | 67.8 |
| EfficientNet | 89.2 | 88.3 | 89.1 | 88.7 | 89.3 |
| InceptionV3 | 68.4 | 67.8 | 67.4 | 68.2 | 68.1 |
| MobileNet | 93.2 | 92.1 | 92.5 | 93.1 | 92.3 |
| NasNet | 78.1 | 77.4 | 78.4 | 77.1 | 78.2 |
| ResNet50 | 88.5 | 88.3 | 87.6 | 87.9 | 88.7 |
