XGBoost is just an extreme type of gradient boosting. It’s extreme in the way that it can perform gradient boosting more efficiently with the capacity for parallel processing.

The extreme gradient boosting (XGBoost) algorithm has remarkable features that enable flexible and efficient processing of missing data. Additionally, it assembles weak prediction models to construct ...