Predicting-Price-of-Flight

End-end python based application for predicting the prices of flights.

Web Application Page

A small application built using flask.

• Home

• Predicted Price

ML Model

Predicts the price of flights based on several features:

• Duration of the flight
• Number of stops
• Arrival and Location Destination
• Journey Dates
• Time of Arrival and Departure
• Airline Chosen

Random Forest Regressor was used for prediction and performance was measured using R^2 and RMSE.