Table 2.
Summary of experimental results achieved by various models on Dataset-I
| Methods | Precision | Recall | F-score | Kappa | Accuracy |
|---|---|---|---|---|---|
| Asghar et al. [2] | 0.920 | 0.920 | 0.920 | 0.862 | 93.14% |
| Teboulbi et al. [21] | 0.982 | 0.973 | 0.960 | 0.942 | 97.14% |
| Goyal et al. [7] | 0.980 | 0.970 | 0.980 | 0.960 | 98% |
| Kumar et al. [11] | 0.980 | 0.970 | – | 0.940 | 97% |
| Das et al. [6] | 0.923 | 0.917 | 0.917 | 0.901 | 95.05% |
| Hussain et al. [9] | 0.977 | 0.975 | 0.975 | 0.972 | 98.67% |
| VGG-16 | 0.961 | 0.960 | 0.960 | 0.954 | 94.22% |
| ResNet50 | 0.988 | 0.988 | 0.988 | 0.976 | 98.88% |
| Inception-v3 | 0.988 | 0.988 | 0.988 | 0.976 | 98.88% |
| Proposed Model | 0.995 | 0.992 | 0.993 | 0.986 | 99.30% |