Table 3.
Dataset-wise performance metrics of the proposed approach (
:1.0,
:1.0 ,
:1.0).
| Dataset | Class | Precision | Recall | F1 Score | Sensitivity | Specificity | Accuracy(%) |
|---|---|---|---|---|---|---|---|
| PAPILA40 | H | 0.88 | 0.69 | 0.78 | 0.69 | 0.73 | 69.1 |
| G | 0.46 | 0.73 | 0.59 | 0.73 | 0.69 | 73.3 | |
| DR | 0 | - | - | - | 1.0 | - | |
| HRF41 | H | 0.67 | 0.67 | 0.67 | 0.67 | 0.9 | 66.7 |
| G | 0.88 | 1.0 | 0.94 | 1.0 | 0.8 | 100 | |
| DR | 0.67 | 0.67 | 0.67 | 0.67 | 1.0 | 66.7 | |
| SUSTech42 | H | 0.91 | 0.94 | 0.92 | 0.94 | 0.90 | 93.5 |
| G | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 100 | |
| DR | 0.89 | 0.89 | 0.89 | 0.89 | 1.0 | 89.4 | |
| FIVES43 | H | 0.71 | 0.8 | 0.75 | 0.8 | 0.82 | 80.0 |
| G | 0.82 | 0.73 | 0.78 | 0.73 | 0.91 | 73.4 | |
| DR | 0.71 | 0.85 | 0.78 | 0.85 | 0.93 | 85.2 | |
| Drishti-GS144,45 | H | 0.73 | 0.53 | 0.63 | 0.53 | 0.93 | 53.3 |
| G | 0.85 | 0.93 | 0.89 | 0.93 | 0.53 | 93.0 | |
| DR | 0 | - | - | - | 1.0 | - |