XLMiner includes four different Prediction algorithms: Multiple Linear Regression, k-Nearest Neighbors, Regression Trees, and Neural Networks. Ensemble methods are included for Regression Trees (Boosting, Bagging, and Random Trees), and Neural Networks (Boosting and Bagging).