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Table 6 On-time arrival model without weather

From: Development of a predictive model for on-time arrival flight of airliner by discovering correlation between flight and weather data

 

Accuracy

Precision

Recall

F-score

SVM

0.70

0.84

0.70

0.76

Gradient Boosting

0.76

0.78

0.91

0.84

Random Forest

0.71

0.78

0.81

0.79

AdaBoost

0.73

0.74

0.92

0.82

Decision Tree

0.74

0.77

0.89

0.82