Table 4 Results of performance parameters of all the models
Models | Test accuracy (%) | Precision (%) | Recall (%) | F1 score (%) |
|---|---|---|---|---|
The proposed FireXnet model | 98.42 | 98.42 | 98.42 | 98.42 |
DenseNet201 | 97.63 | 97.63 | 97.95 | 97.95 |
VGG16 | 94.75 | 94.75 | 94.75 | 94.75 |
MobileNetV2 | 98.16 | 98.16 | 98.16 | 98.16 |
InceptionResNetV2 | 96.05 | 96.05 | 96.05 | 96.05 |
InceptionV3 | 96.84 | 96.84 | 96.84 | 96.84 |