Improving Rolling Bearing Fault Diagnosis by DS Evidence Theory Based Fusion Model

Table 4

Classification errors before and after dimensionality reduction.

	Before PCA	After PCA
re-sub-err	0.07	0.03
cross-val-err	0.08	0.08
Average accuracy	84.09%	86.56%
Time (s)	2.02	1.33