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

Table 7

The performance of classifiers for the FSVL model when the 2D LBP scheme is used for feature extraction.

2D LBP	30 H&L	35 H&L	40 H&L	45 H&L	50 H&L
SVM	83.33	100	87.5	100	100
-NN	91.67	100	100	100	95.83