← All modelsalgorithm
Gradient Boosting
intermediatesupervised
non parametricclassificationregressiontabular
Mechanisms
boostingresidual fittingthreshold rules
Properties
ensemblenonlinear
Constraints
poor extrapolationsensitive to tuning
Practical profile
- Explainability
- medium
- Training cost
- medium
- Inference cost
- low
- Data appetite
- medium
