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

Table 14

The performance of SVM in both schemes when the cross-validation is LOLO and LOSO.

	LOLO	LOSO
1D LBP	60.83	44.17
2D LBP	37.5	30.83