Glossary: ML Beyond the Basics

Gradient boosting

Also written: boosting, boosted trees

A method that builds trees one after another, each fitting the errors that remain and scaled down by the learning rate. LightGBM, XGBoost and `HistGradientBoostingClassifier` are implementations.