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International Journal of Aerospace Engineering
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2024
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Article
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Tab 4
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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.
CatBoost
XGBoost
LightGBM
MLP
MAE
12.19
12.45
12.83
12.8
MSE
605.61
618.31
635.82
657.4
RMSE
24.6
24.86
25.21
25.64