Fusion of Vibration and Current Signatures for the Fault Diagnosis of Induction Machines

Table 6

Classification accuracy of the vibration signal by different SVM kernels (%).

SVM kernel	Normal	BRB	MIS	IRF	ORF	Average
Linear	33.33	55.56	38.89	100	100	65.56
Polynomial	77.78	11.11	72.22	100	66.67	65.56
Gaussian	38.89	16.67	77.78	100	100	66.67