Research Article

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

Table 5

Loo Error Rate.

Subset Symbol

Non Normalization Classification Accuracy87.5%72.5%82.5%82.5%87.5%82.5%80%77.5%
Normalization Classification Accuracy87.5%87.5%92.5%95%97.5%97.5%97.5%97.5%
Loo Error Rate12.5%12.5%7.5%7.5%2.5%2.5%2.5%2.5%