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Airfare Prediction

Final Year Project
Using Machine Learning tools to predict the dynamics of airfare prices in context of Indian Flights.

Features considered

  • Airlines
  • Arrival Time, Departure Time
  • Flight Duration
  • Days to booking and Flight
  • Hopping

Note to user, We are considering flights from Delhi to Bombay for now with data of last 3 months, and the best accuracy(R2 Score) we have got is in Random Forests Algorithm (93.2%).

The project is still in WIP.