Expand description
BoosterParameters for controlling tree boosters.
Structs§
- Tree
Booster Parameters BoosterParametersfor Tree Booster. Create usingTreeBoosterParametersBuilder.- Tree
Booster Parameters Builder - Builder for
TreeBoosterParameters.
Enums§
- Grow
Policy - Controls the way new nodes are added to the tree.
- Predictor
- The type of predictor algorithm to use. Provides the same results but allows the use of GPU or CPU.
- Process
Type - A type of boosting process to run.
- Tree
Booster Parameters Builder Error - Error type for TreeBoosterParametersBuilder
- Tree
Method - The tree construction algorithm used in
XGBoost(see description in the reference paper). - Tree
Updater - Provides a modular way to construct and to modify the trees. This is an advanced parameter that is usually set automatically, depending on some other parameters. However, it could be also set explicitly by a user.