A Novel Generative Method for Machine Fault Diagnosis

Table 7

THE AVERAGE ACCURACY OF 500_TRAIN SAMPLES.

Samples	500	2500	3500	4500
Function
Reltanh	0.7725	0.8266	0.8674	0.8675
Tanh	0.6695	0.7410	0.7589	0.8276
ELU	0.7809	0.7910	0.8004	0.8776