Delay Prediction Using Random Forest Regressor
Prediction of Flight Delay Data for U.S. Airports by Carrier August 2013 - August 2023 from dataset by: https://www.kaggle.com/datasets/sriharshaeedala/airline-delay Dataset info:
year: The year of the data.
month: The month of the data.
carrier: Carrier code.
carrier_name: Carrier name.
airport: Airport code.
airport_name: Airport name.
arr_flights: Number of arriving flights.
arr_del15: Number of flights delayed by 15 minutes or more.
carrier_ct: Carrier count (delay due to the carrier).
weather_ct: Weather count (delay due to weather).
nas_ct: NAS (National Airspace System) count (delay due to the NAS).
security_ct: Security count (delay due to security).
late_aircraft_ct: Late aircraft count (delay due to late aircraft arrival).
arr_cancelled: Number of flights canceled.
arr_diverted: Number of flights diverted.
arr_delay: Total arrival delay.
carrier_delay: Delay attributed to the carrier.
weather_delay: Delay attributed to weather.
nas_delay: Delay attributed to the NAS.
security_delay: Delay attributed to security.
late_aircraft_delay: Delay attributed to late aircraft arrival.