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Journal of Big Data

Table 13 Evaluation using new data

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

Evaluation

Accuracy

Precision

Recall

F-score

Grandient Boosting with weather data

0.70

0.74

0.89

0.81

Random Forest with weather data

0.72

0.74

0.95

0.83

Grandient Boosting without weather data

0.64

0.77

0.72

0.74

  1. The period of new data are from Jan. 1, 2019 to Jan. 7, 2019, and from Feb. 8, 2019 to Feb. 14, 2019
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