Failure Prediction of Aircraft Equipment Using Machine Learning with a Hybrid Data Preparation Method

Table 8

Performance rating of the models for (585 × 5) dataset (4 inputs and 1 output).

Method	CC	MAE	RMSE
LR	0.8967	0.7341	1.0646
MLP	0.9127	0.7301	0.9853
SVR	0.9013	0.7415	1.0909