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

<div>Distributions of the imbalanced data set under different proportions: (a) 10 : 150; (b) 15 : 150; (c) 40 : 150; (d) 50 : 150; (e) 80 : 150; and (f) 100 : 150.</div>

Journal of Sensors

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Figure 13

Figure 13: Rotating Machinery Fault Diagnosis for Imbalanced Data Based on Fast Clustering Algorithm and Support Vector Machine 