Research Article
Predicting Flight Delays with Machine Learning: A Case Study from Saudi Arabian Airlines
Figure 3
The results of the confusion matrices, which provide a visual representation of the performance of each model in terms of correctly and incorrectly classified instances across our different classes (on time and delayed).
(a) CatBoost confusion matrix |
(b) XGBoost confusion matrix |
(c) LightGBM confusion matrix |
(d) MLP confusion matrix |
(e) Random forest confusion matrix |