Table 6 Performance Measurement of FSCL after Adding Noise.

From: Intelligent diagnosis of gearbox in data heterogeneous environments based on federated supervised contrastive learning framework

Datasets

Accuracy

Specificity

Sensitivity

AUC

F1

DDS

0.9889

0.9927

0.9562

0.9985

0.9496

WTDS

0.9389

0.8878

0.9158

0.9751

0.7898

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