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Diagnosis results using different loss functions (based on COVID-19 dataset-B)
| Loss function | Acc (%) | Sen (%) | Spe (%) |
|---|---|---|---|
| LCE | 94.03 | 93.22 | 94.93 |
| LCE + LCS (1:1) | 94.89 | 96.21 | 93.43 |
| LCE + LCS (Adaptive) | 95.88 | 95.12 | 96.72 |
Adaptive means adaptive weight loss. Acc:accuracy, Spe: specificity, Sen: sensitivity (best in bold)
