Method for Predicting Failure Rate of Airborne Equipment Based on Optimal Combination Model

Table 2

Input data model and error data table.

Model and deviation	MAE	RMSE	MAPE	MSPE	NRMSE	R^2
MLR	0.3782	0.4894	41.37	1.4749	0.5231	0.899
GM(1,N)	0.3363	0.3659	34.38	1.1408	0.3896	0.910
PLS	0.3359	0.2013	15.21	0.4199	0.2056	0.928
BP	0.1749	0.4184	28.31	1.0094	0.3092	0.964
SVM	0.4514	0.5248	48.21	1.5398	0.4271	0.909