Package org.tribuo.regression.xgboost

Provides an interface to XGBoost for regression problems.

See: Description

Class Summary

Class	Description
TrainTest	Build and run an XGBoost regressor for a standard dataset.
TrainTest.XGBoostOptions
XGBoostOptions	CLI options for configuring an XGBoost regression trainer.
XGBoostRegressionConverter	Converts XGBoost outputs into Regressor Predictions.
XGBoostRegressionTrainer	A Trainer which wraps the XGBoost training procedure.

Enum Summary

Enum	Description
XGBoostRegressionTrainer.RegressionType	Types of regression loss.

Package org.tribuo.regression.xgboost Description

Provides an interface to XGBoost for regression problems.

Note: XGBoost requires a native library, on macOS this library requires libomp (which can be installed via homebrew), on Windows this native library must be compiled into a jar as it's not contained in the official XGBoost binary on Maven Central.