Package org.tribuo.regression.xgboost

package org.tribuo.regression.xgboost

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.

Related Packages

Package	Description
org.tribuo.regression	Provides classes and infrastructure for regression problems with single or multiple output dimensions.

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.
XGBoostRegressionTrainer.RegressionType	Types of regression loss.