Table 7 Detection accuracy results of CWRU dataset.

From: A hybrid approach combining deep learning and signal processing for bearing fault diagnosis under imbalanced samples and multiple operating conditions

Conditions

Detection accruacy

Inner race fault

99.42%

Ball fault

100.00%

Centered outer race fault

100.00%

Orthogonal outer race fault

100.00%

Opposite outer race fault

100.00%

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