Research Article

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

Table 3

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

CatBoostXGBoostLightGBMMLPRandom forests

Accuracy7673.173.272.571.3
Recall74.871.671.771.169.8
Precision75.672.672.671.870.6
-score75.171.97271.470.1
AUC0.740.720.720.710.7