Gradient Boosting — Glossary
Gradient Boosting
Analysis Methodgradient_boosting
Definition
Builds trees sequentially, each correcting the residual errors of the ensemble so far. Often top accuracy on tabular data but slower and easier to overfit than forests.
Examples
Stage-wise trees minimising biomass prediction error.