Table 5.
Performance analysis of the proposed method
Method | Accuracy (%) | loss | F1-score | Recall (%) |
Precision (%) |
---|---|---|---|---|---|
Proposed | 95.824 | 0.17523 | 0.95 | 96.520 | 96.852 |
CNN | 93.852 | 0.2574 | 0.90 | 92.522 | 90.841 |
Hybrid DL | 86.238 | 0.29635 | 0.87 | 83.529 | 88.365 |
Inception v3 | 88.851 | 0.28635 | 0.85 | 81.963 | 86.742 |
VGG19 | 87.825 | 0.27584 | 0.89 | 89.417 | 85.254 |