Package org.tribuo.multilabel.ensemble

package org.tribuo.multilabel.ensemble

Provides a multi-label ensemble combiner that performs a (possibly weighted) majority vote among each label independently, along with an implementation of classifier chain ensembles.

Related Packages

Package	Description
org.tribuo.multilabel	Provides classes and infrastructure for working with multi-label classification problems.
org.tribuo.multilabel.baseline	Provides implementations of binary relevance based multi-label classification algorithms.
org.tribuo.multilabel.evaluation	Evaluation classes for multi-label classification using MultiLabel.
org.tribuo.multilabel.example	Provides a multi-label data generator for testing implementations and a configurable data source suitable for demos and tests.
org.tribuo.multilabel.sgd	Provides infrastructure for Stochastic Gradient Descent for multi-label classification problems.

Classes

Class	Description
CCEnsembleTrainer	A trainer for an ensemble of randomly ordered Classifier Chains.
MultiLabelVotingCombiner	A combiner which performs a weighted or unweighted vote independently across the predicted labels in each multi-label.