/Trivago_Classification

A project using the Trivago Hotel Booking dataset to model booking cancellations using Random Forest.

Primary LanguageHTML

Hotel Booking Classification

This project uses hotel booking data from Trivago, the project is focused on doing a small analysis on the data, as well as creating multiple models with Random Forest to predict whether a booking will potentially be canceled or retained. This is done to gain better insight into bookings, as well as to gain a market advantage through the potential use of targeted advertising with the help of the modeling.

Files and Folders

  • The hotel.html is the final output for the project, it can be viewed here...

  • The hotel.rmd file is where the code and output is written

  • The hotel_bookings.csv file is