XGBoost, short for eXtreme Gradient Boosting, is a highly efficient and scalable implementation of gradient boosting, a machine learning algorithm. It is known for its performance and speed.
XGBoost in Action
XGBoost is particularly popular in structured or tabular data scenarios and has been the winning algorithm in various machine learning competitions. It works well on a wide range of regression and classification problems and is valued for its ability to handle missing data and regularize to prevent overfitting.
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