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

Table 8

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

	LOLO at 30	LOLO at 35	LOLO at 40	LOLO at 45	LOLO at 50
1D LBP	66.67	41.67	66.67	66.67	66.67
2D LBP	45.83	33.33	41.67	41.67	50