Table 3.
Summary of experimental results achieved by various models on Dataset-II
| Methods | Precision | Recall | F-score | Kappa | Accuracy |
|---|---|---|---|---|---|
| Asghar et al. [2] | 0.934 | 0.936 | 0.936 | 0.876 | 93.82% |
| Teboulbi et al. [21] | 0.977 | 0.977 | 0.976 | 0.950 | 97.57% |
| Goyal et al. [7] | 0.964 | 0.959 | 0.964 | 0.936 | 96.85% |
| Kumar et al. [11] | 0.976 | 0.978 | 0.977 | 0.972 | 98.06% |
| Das et al. [6] | 0.903 | 0.902 | 0.903 | 0.862 | 93.18% |
| Hussain et al. [9] | 0.955 | 0.954 | 0.955 | 0.937 | 96.89% |
| VGG-16 | 0.912 | 0.933 | 0.933 | 0.906 | 95.37% |
| ResNet50 | 0.969 | 0.971 | 0.971 | 0.951 | 97.53% |
| Inception-v3 | 0.977 | 0.975 | 0.988 | 0.971 | 98.56% |
| Proposed Model | 0.997 | 0.997 | 0.997 | 0.994 | 99.97% |