Table 5 Feature extraction validation of DenseNet-41 model.
Models | ACC (%) | PR (%) | RC (%) | F1 (%) |
---|---|---|---|---|
VGGNet | 93.63 | 92.17 | 93.19 | 91.36 |
GoogleNet | 94.55 | 93.26 | 95.48 | 93.57 |
ResNet | 96.36 | 94.59 | 96.74 | 95.65 |
XceptionNet | 97.67 | 96.66 | 97.76 | 97.59 |
Proposed DenseNet-41 model | 99.89 | 99.86 | 99.24 | 99.45 |