Research Article

Network Construction for Bearing Fault Diagnosis Based on Double Attention Mechanism

Table 4

Comparison of diagnostic accuracy for each model.

MethodTraining set accuracy (%)Test set accuracy (%)

SSA-SVM90.3670.58
PSO-RF97.6579.63
AVSSA-KELM99.2388.01
Paper method10099.78