Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning

Table 6

Life prediction results for the first seven optimal parameters.

Rank	Accuracy rate	MAPE	Acceptable number	Acceptable rate
1	83.82%	16.18%	82	86.32%
2	83.67%	16.33%	81	85.26%
3	83.67%	16.33%	80	84.21%
4	83.66%	16.34%	80	84.21%
5	83.65%	16.35%	80	84.21%
6	83.62%	16.38%	81	85.26%
7	83.61%	16.39%	81	85.26%