Abstract: Purpose – Inspired by the basic idea of gradient boosting, this study aims to design a novel multivariate regression ensemble algorithm RegBoost by using multivariate linear regression as a ...

XGBoost is an acronym for Extreme Gradient Boosting. It is a powerful machine learning algorithm that can be used to solve classification and regression problems. In this project, I implement XGBoost ...

This project applies boosting algorithms (Gradient Boosting, AdaBoost, and XGBoost) to a marketing campaign dataset to classify customer responses. The algorithms are evaluated on performance metrics ...