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

Table 7

Performance rating of models for (585 × 10) dataset (9 inputs 1 output).

Method	CC	MAE	RMSE
LR	0.8967	0.7341	1.0646
MLP	0.8925	0.8125	1.0992
SVR	0.9008	0.741	1.0889