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

Table 7

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

SVM kernel	Normal	BRB	MIS	IRF	ORF	Average
Linear	77.78	100	72.22	61.11	61.11	74.44
Polynomial	61.11	100	33.33	38.89	55.56	57.78
Gaussian	61.11	100	33.33	55.56	66.67	63.33