Package org.tribuo.common.xgboost

package org.tribuo.common.xgboost

Provides abstract classes for interfacing with XGBoost abstracting away all the Output dependent parts.

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.

Class	Description
XGBoostExternalModel<T extends Output<T>>	A Model which wraps around a XGBoost.Booster which was trained by a system other than Tribuo.
XGBoostModel<T extends Output<T>>	A Model which wraps around a XGBoost.Booster.
XGBoostOutputConverter<T extends Output<T>>	Converts the output of XGBoost into the appropriate prediction type.
XGBoostTrainer<T extends Output<T>>	A Trainer which wraps the XGBoost training procedure.
XGBoostTrainer.BoosterType	The type of XGBoost model.
XGBoostTrainer.DMatrixTuple<T extends Output<T>>	Tuple of a DMatrix, the number of valid features in each example, and the examples themselves.
XGBoostTrainer.XGBoostTrainerProvenance	Deprecated.