Uses of Package
org.tribuo.common.xgboost

Packages that use org.tribuo.common.xgboost

Package	Description
org.tribuo.classification.xgboost	Provides an interface to XGBoost for classification problems.
org.tribuo.common.xgboost	Provides abstract classes for interfacing with XGBoost abstracting away all the Output dependent parts.
org.tribuo.regression.xgboost	Provides an interface to XGBoost for regression problems.

Classes in org.tribuo.common.xgboost used by org.tribuo.classification.xgboost

Class and Description
XGBoostModel A Model which wraps around a XGBoost.Booster.
XGBoostOutputConverter Converts the output of XGBoost into the appropriate prediction type.
XGBoostTrainer A Trainer which wraps the XGBoost training procedure.
XGBoostTrainer.BoosterType The type of XGBoost model.
XGBoostTrainer.LoggingVerbosity The logging verbosity of the native library.
XGBoostTrainer.TreeMethod The tree building algorithm.

Classes in org.tribuo.common.xgboost used by org.tribuo.common.xgboost

Class and Description
XGBoostExternalModel A Model which wraps around a XGBoost.Booster which was trained by a system other than Tribuo.
XGBoostFeatureImportance Generate and collate feature importance information from the XGBoost model.
XGBoostFeatureImportance.XGBoostFeatureImportanceInstance An instance of feature importance values for a single feature.
XGBoostModel A Model which wraps around a XGBoost.Booster.
XGBoostOutputConverter Converts the output of XGBoost into the appropriate prediction type.
XGBoostTrainer A Trainer which wraps the XGBoost training procedure.
XGBoostTrainer.BoosterType The type of XGBoost model.
XGBoostTrainer.DMatrixTuple Tuple of a DMatrix, the number of valid features in each example, and the examples themselves.
XGBoostTrainer.LoggingVerbosity The logging verbosity of the native library.
XGBoostTrainer.TreeMethod The tree building algorithm.

Classes in org.tribuo.common.xgboost used by org.tribuo.regression.xgboost

Class and Description
XGBoostModel A Model which wraps around a XGBoost.Booster.
XGBoostOutputConverter Converts the output of XGBoost into the appropriate prediction type.
XGBoostTrainer A Trainer which wraps the XGBoost training procedure.
XGBoostTrainer.BoosterType The type of XGBoost model.
XGBoostTrainer.LoggingVerbosity The logging verbosity of the native library.
XGBoostTrainer.TreeMethod The tree building algorithm.