2/21/2017

Flight Booking

  • 0.1 million flights cancelled every year

Can We Do Better?

  • Objective: Add new feature about the flight cancellation likelihood
  • Data (2010 - 2015):
    • Airline On-Time Performance Data (~27G)
    • FAA Aviation System Performance Metrics (~6G)

Cancellation Rates over Distance

Next Step

  • Prediction Model for Flight Cancellation
  • Ensemble Learning