Module parameters

Builders for parameters that control various aspects of training.

Configuration is based on the documented XGBoost Parameters, see those for more details.

Parameters are generally created through builders that provide sensible defaults, and ensure that any given settings are valid when built.

Modules

dart

BoosterParameters for controlling DART boosters.

learning

BoosterParameters for configuring learning objectives and evaluation metrics for all booster types.

linear

BoosterParameters for configuring linear boosters.

tree

BoosterParameters for controlling tree boosters.

Structs

BoosterParameters

Parameters for training boosters. Created using BoosterParametersBuilder.

BoosterParametersBuilder

Builder for BoosterParameters.

TrainingParameters

Parameters used by the Booster::train method for training new models. Created using TrainingParametersBuilder.

TrainingParametersBuilder

Builder for TrainingParameters.

Enums

BoosterType

Type of booster to use when training a Booster model.