Rotating Machine Fault Diagnosis Based on Optimal Morphological Filter and Local Tangent Space Alignment

Table 1

The recognition rate of traditional RBF SVM and the MWSVM.

Model type	Recognition rate /%
	Inner race fault	Ball fault	Outer race fault
BP kernel	95	90	93
SVM	100	100	100