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Comparison of the proposed methods for COVID-19 cough detection.
| Category | Method | AUC | Precision | Recall |
|---|---|---|---|---|
| Asymptomatic | Proposed (Audio Features + Extra-Trees) | 0.83 | 0.75 | 0.74 |
| Proposed (Audio Features + HGBoost) | 0.85 | 0.71 | 0.79 | |
| Symptomatic | Proposed (Audio Features + Extra-Trees) | 0.83 | 1 | 0.74 |
| Proposed (Audio Features + HGBoost) | 0.80 | 0.91 | 0.80 |
-Bold values indicate the highest.
