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Table 18 Feature importance of ICN airport

From: Prediction of flight departure delays caused by weather conditions adopting data-driven approaches

Feature importance

Wind speed

Visibility

Weather phenomena

Temperature

Dew point

Sea-level pressure

Local pressure

RF

0.062

0.057

0.073

0.078

0.076

0.071

0.069

LSTM

20.718

20.724

20.721

20.715

21.006

20.932

20.721

  1. Bold values indicate the greatest results