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

Table 9

Performance rating of models for (510 × 5) dataset (4 inputs 1 output).

Method	CC	MAE	RMSE
LR	0.9316	0.6807	0.835
MLP	0,9284	0.6816	0.8555
SVR	0.9316	0.7108	0.8558