A Novel Generative Method for Machine Fault Diagnosis

Table 6

The average accuracy of 400_train samples.

Samples	400	2000	2800	3600
Function
Reltanh	0.7036	0.7355	0.7667	0.8500
Tanh	0.5928	0.5696	0.6685	0.8304
ELU	0.6548	0.5851	0.7455	0.8058