Question: is xgboost an ensemble method?
Answer: This is an ensemble method that seeks to create a strong classifier (model) based on “weak” classifiers. ... This is supported for both regression and classification problems. XGBoost specifically, implements this algorithm for decision tree boosting with an additional custom regularization term in the objective function.