Sparsity-Oriented Nonconvex Nonseparable Regularization for Rolling Bearing Compound Fault under Noisy Environment

Table 2

Classification accuracy on MFS data set.

Method	Accuracy (%)	Training time (s)
SAE	63.4272	20.41032
DBN	64.8357	20.53823
CNN	65.3333	11.54596