Table 6 Comparison of the prediction evaluation results of the three models.

From: Time-weighted kernel density for gearbox residual life prediction

Methods

Error

RMSE

MAE

Time-varying KDE model

0.8475

0.6767

DGN model

0.9931

0.8323

Ensemble model

0.9823

0.8145