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Experimental outcomes of the Proposed LMNet, and Ensemble model.
| Model | Class | Precision | Recall | F1- score | Accuracy |
|---|---|---|---|---|---|
| Proposed LMNet model | COVID-19 | 1.00 | 0.97 | 0.97 | 96.03% |
| Normal | 0.92 | 0.95 | 0.93 | ||
| Pneumonia | 0.98 | 0.97 | 0.97 | ||
| Macro average | 0.97 | 0.96 | 0.96 | ||
| Weighted average | 0.97 | 0.96 | 0.96 | ||
| Proposed ensemble model | COVID-19 | 1.00 | 1.00 | 1.00 | 98.00% |
| Normal | 0.96 | 0.96 | 0.96 | ||
| Pneumonia | 0.99 | 0.98 | 0.98 | ||
| Macro average | 0.98 | 0.98 | 0.98 | ||
| Weighted average | 0.98 | 0.98 | 0.98 | ||
