Research Article

Optimal Statistical Feature Subset Selection for Bearing Fault Detection and Severity Estimation

Table 3

Dataset A for fault type detection.

ClassNo. of train samplesNo. of test samples

Normal2649665
Inner race3774961
Outer race3473799
Ball bearing3752987

Total136483412