Table 6.
Models | Macro avg | Weighted avg | Accuracy | ||||
---|---|---|---|---|---|---|---|
Precision | Recall | F1-score | Precision | Recall | F1-score | ||
Optimised CNN | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 |
VGG19 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 |
VGG16 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 |
ResNet50 | 0.87 | 0.84 | 0.84 | 0.87 | 0.84 | 0.84 | 0.84 |
InceptionV3 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 |
MobileNet | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 |