Research Article

Predicting Flight Delays with Machine Learning: A Case Study from Saudi Arabian Airlines

Table 4

Comparison of performance results of different ML-based models on our test dataset for our regression task.

CatBoostXGBoostLightGBMMLP

MAE12.1912.4512.8312.8
MSE605.61618.31635.82657.4
RMSE24.624.8625.2125.64