Package org.tribuo.regression.xgboost

package org.tribuo.regression.xgboost

Provides an interface to XGBoost for regression problems.

N.B.: XGBoost4J wraps the native C implementation of xgboost that links to various C libraries, including libgomp and glibc (on Linux). If you're running on Alpine, which does not natively use glibc, you'll need to install glibc into the container. On the macOS binary on Maven Central is compiled without OpenMP support, meaning that XGBoost is single threaded on macOS. You can recompile the macOS binary with OpenMP support after installing libomp from homebrew if necessary.

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	Command line options.
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.