A Novel Generative Method for Machine Fault Diagnosis

Table 4

The average accuracy of 200_train samples.

Samples	200	1000	1400	1800
Function
Reltanh	0.4893	0.6313	0.61660	0.6691
Tanh	0.4662	0.6416	0.5314	0.6267
ELU	0.4779	0.4640	0.5371	0.6084