Decision Tree Analysis
The goal of this project was to get hands on experience with real world datasets and be able to develop predictions on the topic. In this project, I was able to analyze the decision tree and select the best minimum split to ensure the tree was not complex and all the required information was still present. The dataset I used was “Hotel Booking Cancellation” which allowed me to predict the customers that would be highly likely to cancel their booking based on the characteristics of others who have cancelled.