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. 2025 Feb 17;11:e2686. doi: 10.7717/peerj-cs.2686

Table 3. Performance metrics for different optimizers for COVID-19 (lr = 0.001, batch size = 32).

Optimizer Accuracy AUC Precision Recall Specificity F1 score
RMS Prop 0.8750 0.8750 1.0000 0.7500 1.0000 0.8571
SGD 0.8750 1.0000 0.7778 1.0000 1.0000 0.8750
Adams 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000