Predicting customer churn using machine learning: A case study in the software industry

Six popular Machine Learning models: Random Forest, AdaBoost, Gradient Boosting Machine, Multilayer Perceptron Classifier, XGBoost, and Logistic Regression were developed to assess which one would have a better performance and experimental results show that boosting techniques such as XGBoost present the best predictive performance.