Package org.tribuo.ensemble

package org.tribuo.ensemble

Provides an interface for model prediction combinations, two base classes for ensemble models, a base class for ensemble excuses, and a Bagging implementation.

Related Packages

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.

Class	Description
BaggingTrainer<T extends Output<T>>	A Trainer that wraps another trainer and produces a bagged ensemble.
EnsembleCombiner<T extends Output<T>>	An interface for combining predictions.
EnsembleExcuse<T extends Output<T>>	An Excuse which has a List of excuses for each of the ensemble members.
EnsembleModel<T extends Output<T>>	A model which contains a list of other Models.
WeightedEnsembleModel<T extends Output<T>>	An ensemble model that uses weights to combine the ensemble member predictions.