XLMiner includes six different classification algorithms: Discriminant Analysis, Logistic Regression, k-Nearest Neighbors, Classification Trees, Naive Bayes, and Neural Networks. Ensemble Methods are included in Classification Trees (Boosting, Bagging, and Random Trees), and Neural Networks (Boosting and Bagging).