Data Mining Solution for Hotel Cancellations
- Category: Data Mining - Machine Learning
- Class: Data Mining
- Project date: Fall semester 2023
Project Details
In this mock client scenario, we were approached by a hotel who had been experiencing high cancellation rates. They wanted solutions to predict whether a guest would cancel their booking and how to mitigate this risk. My team created a decision tree predictive model to classify clients as "WillCancel" or "WillNotCancel". We also created four recommendations to leave with our client, which are represented on the third slide above.