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Table 19 Feature importance of JFK airport

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

Feature importance

Temperature

Dew point

Humidity

Wind speed

Wind gust

Pressure

Precipitation

RF

0.183

0.167

0.155

0.109

0.037

0.184

0.005

LSTM

68.161

22.531

43.579

10.509

35.987

8.548

9.584

  1. Bold values indicate the greatest results