Notes / Machine Learning / Ensemble Methods Ensemble Methods Bagging, Random Forest, Boosting, AdaBoost, and XGBoost 1. Ensemble Methods Bagging, Random Forest, Boosting (AdaBoost, XGBoost) for reducing variance and bias