A New Feature Extraction Technique Based on 1D Local Binary Pattern for Gear Fault Detection

Table 9

The performance of classifiers for VSFL model when the 1D LBP scheme is used for feature extraction.

1D LBP	All speeds and with high load	All speeds and with low load
SVM	93.33	78.33
-NN	95	90