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Advances, Systems and Applications

Table 2 Results of fashion MNIST applied to evaluate the prediction performance of BalFed

From: AI-empowered mobile edge computing: inducing balanced federated learning strategy over edge for balanced data and optimized computation cost

Evaluation Measure

Results

Evaluation Measure

Results

Overpredicted data

4.3%

Accuracy

92.1%

Underpredicted data

3.1%

F1

92.3%