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

Table 4. Performance metrics for different batch sizes for COVID-19. (lr = 0.001, optimizer = Adams).

Batch size Accuracy AUC Precision Recall Specificity F1 Score
8 0.8750 0.7500 1.0000 0.5000 1.0000 0.6667
16 0.9375 1.0000 0.8750 1.0000 1.0000 0.9333
32 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000