Package org.tribuo.classification.xgboost

package org.tribuo.classification.xgboost

Provides an interface to XGBoost for classification 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.classification	Provides classes and infrastructure for multiclass classification problems.

Classes

Class	Description
TrainTest	Build and run an XGBoost classifier for a standard dataset.
TrainTest.TrainTestOptions	Command line options.
XGBoostClassificationConverter	Converts XGBoost outputs into Label Predictions.
XGBoostClassificationTrainer	A Trainer which wraps the XGBoost training procedure.
XGBoostOptions	CLI options for training an XGBoost classifier.