About this document
Predictive Model for Flight Arrival Times by Chika E. Salsabilla is a document available to read on EtoBox.
The key research in this paper is to discover the correlation between flight data and weather data. Flight and weather data from 2012-2018 are gathered and analyzed to extract features. Seven correlations are discovered, including a negative relation between departure hour and on-time arrival. Predictive models for on-time, delayed, canceled flights are created using machine learning classifiers. Random forest and gradient boosting classifiers perform best. The on-time arrival model using weather data has t
- Author
- Chika E. Salsabilla
- Language
- EN