Tell us something about XGBoost. Why is it so popular?

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XGBoost (eXtreme Gradient Boosting) is a powerful and efficient machine learning algorithm used for supervised learning tasks, such as regression and classification. It is based on the gradient boosting framework and is designed to handle large-scale and complex datasets.

The XGBoost algorithm consists of a series of decision trees that are trained sequentially. Each new…