Research Article

Mutual Information-Assisted Wavelet Function Selection for Enhanced Rolling Bearing Fault Diagnosis

Table 7

Comparison for classification results using different classifiers.

Classifier typesClassification rate [%]

SVM classifier98.75
Bayes classifier88.75
HMM classifier86.25
BP-NN classifier98.75