A Prediction Method for the RUL of Equipment for Missing Data

Table 3

The influence of the loss function on model performance.

D_loss	G_loss	RMSE
Cross entropy	Cross entropy + RMSE	0.1190
Cross entropy +  RMSE	Cross entropy + RMSE	0.1347
Cross entropy	Cross entropy	0.5065
Cross entropy +  RMSE	Cross entropy	0.4692
Cross entropy	RMSE	0.1423