Research Article

Fault Diagnosis for Reducer via Improved LMD and SVM-RFE-MRMR

Table 2

Optimized parameters and and corresponding classification accuracy.

Optimization methodPenalty factor Kernel function parameter Classification accuracy

Grid method51.697.5%
GA4.121.6297.5%
PSO4.121.6297.5%