Dr. James McCaffrey from Microsoft Research presents a C# program that illustrates using the AdaBoost algorithm to perform binary classification for spam detection. Compared to other classification ...

The chosen model was XGBoost, a gradient boosting ensemble learning method with high efficiency, flexibility, explainability, and an ability to handle missing values. 22 XGBoost has been used in many ...

AdaBoost ("adaptive boosting") is a powerful machine learning technique for binary classification -- predicting a variable that has two possible values. This article presents a demo program that ...