Package org.tribuo.classification.xgboost

package org.tribuo.classification.xgboost

Provides an interface to XGBoost for classification 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.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
XGBoostClassificationConverter	Converts XGBoost outputs into Label Predictions.
XGBoostClassificationTrainer	A Trainer which wraps the XGBoost training procedure.
XGBoostOptions	CLI options for training an XGBoost classifier.