Final test performance on MSLD v2 and MCSI datasets
| Models | MSLD v2 dataset | MCSI dataset | ||||
|---|---|---|---|---|---|---|
| Pre (%) | Rec (%) | F1 (%) | Pre (%) | Rec (%) | F1 (%) | |
| W-Random Forest | 73.0 | 88.0 | 88.0 | 76.0 | 95.0 | 84.0 |
| W-Extra Trees | 74.0 | 91.0 | 81.0 | 79.0 | 95.0 | 86.0 |
| W-XGBoost | 74.0 | 86.0 | 80.0 | 79.0 | 95.0 | 86.0 |
| W-LightGBM | 78.0 | 84.0 | 81.0 | 77.0 | 100.0 | 87.0 |
| W-L-SVM | 78.0 | 81.0 | 80.0 | 95.0 | 100.0 | 98.0 |
| Proposed | 75.0 | 91.0 | 82.0 | 95.0 | 100.0 | 98.0 |
| Models | MSLD v2 dataset | MCSI dataset | ||||
|---|---|---|---|---|---|---|
| W-Random Forest | 73.0 | 88.0 | 88.0 | 76.0 | 95.0 | 84.0 |
| W-Extra Trees | 74.0 | 91.0 | 81.0 | 79.0 | 95.0 | 86.0 |
| W-XGBoost | 74.0 | 86.0 | 80.0 | 79.0 | 95.0 | 86.0 |
| W-LightGBM | 78.0 | 84.0 | 81.0 | 77.0 | 100.0 | 87.0 |
| W-L-SVM | 78.0 | 81.0 | 80.0 | 95.0 | 100.0 | 98.0 |
Note(s): Pre–Precision, Rec–Recall, and F1–F1-score denote Monkeypox class-specific performance on unseen test data after cross-validation
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