Table 6 Performance of Centralized Models (EfficientNet-B0 vs. EfficientNet-B2).

From: A personalized communication efficient federated learning framework with low rank adaptation for intelligent leukemia diagnosis

Metric

EfficientNet-B0

EfficientNet-B2

Final Test Accuracy

0.9831

0.9938

Final Test F1-Score

0.9830

0.9938

Matthews Correlation Coefficient (MCC)

0.9812

0.9903

Cohen’s Kappa Score

0.9812

0.9896

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