Bearing Fault Dominant Symptom Parameters Selection Based on Canonical Discriminant Analysis and False Nearest Neighbor Using GA Filtering Signal

Table 7

Comparison of different classification methods.

Method	Symptom parameter subset	Accuracy (%)
SVM	14, 13, 4, 11, 1, 7, 8, 12, 18, 9, 10, 17	97.23
BPNN	14, 13, 4, 11, 1, 7, 8, 12, 18, 9, 10, 17	97.23
SVM	1, 8, 9, 10, 12, 14, 15, 17, 18	88.89
BPNN	1, 8, 9, 10, 12, 14, 15, 17, 18	88.89