Distance and Density Similarity Based Enhanced -NN Classifier for Improving Fault Diagnosis Performance of Bearings

Figure 9

Classification of inner race fault samples from dataset 1 using the traditional k-NN classifier (a) with and (b) with and using the proposed -NN classifier (c) with and (d) with .

(a)

(b)

(c)

(d)