Research Article

Bearing Fault Diagnosis Using a Novel Classifier Ensemble Based on Lifting Wavelet Packet Transforms and Sample Entropy

Table 3

Classification results using different classifiers of 100 runs (×100%).

ClassifiersMinimum accuracyAverage accuracyMaximum accuracy

BP0.79500.87140.9800
Elman0.70000.80460.9350
RBP0.84000.86060.9200
Binary tree system0.99000.99531