Research Article

Distance and Density Similarity Based Enhanced -NN Classifier for Improving Fault Diagnosis Performance of Bearings

Table 3

Values of various parameters for the enhanced -NN classifier.

PropertyValue

Neighborhood size for -NN3, 5, 7, and 9
Neighborhood size for local reachability density16
Neighborhood size for LOF12
Outlier threshold>2σ