Rotating Machinery Fault Diagnosis for Imbalanced Data Based on Fast Clustering Algorithm and Support Vector Machine

Figure 17

Confusion matrix comparisons: (a) fault diagnosis model; (b) FCA + BP; (c) SMOTE + SVM; (d) SVM.

(a)

(b)

(c)

(d)