A Novel Generative Method for Machine Fault Diagnosis

Table 3

The average accuracy of 100_train samples.

Samples	100	500	700	900
Function
Reltanh	0.3827	0.3600	0.4984	0.5637
Tanh	0.3535	0.3942	0.3705	0.4228
ELU	0.3476	0.4142	0.3700	0.4561