Implementing Extreme Gradient Boosting (XGBoost) Classifier to Improve Customer Churn Prediction

Abstract

As a part of Customer Relationship Management (CRM), Churn Prediction is very important to predict customers who are most likely to churn and need to be retained with caring programs to prevent them to churn. Among machine learning algorithms, Extreme Gradient Boosting (XGBoost) is a recently popula