Data Amplification for Bearing Remaining Useful Life Prediction Based on Generative Adversarial Network

Table 2

The bearing life of data set 2 predicted by SVR method.

Serial number	Data for predicting longevity	MAE	RMSE
1	Life span prediction of real data models	0. 071	0. 081
2	Life span prediction of generated data models	0. 072	0. 082
3	Life span prediction of the hybrid data model	0. 073	0. 085