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

Table 11

The performance of SVM in both schemes when LOSO cross-validation is used.

	LOSO at high load	LOSO at low load
1D LBP	41.67	46.67
2D LBP	40	46.67