Package org.tribuo.classification

Provides classes and infrastructure for multiclass classification problems.

See: Description

Interface Summary

Interface	Description
Classifiable<T extends Classifiable<T>>	A tag interface for multi-class and multi-label classification tasks.
ClassificationOptions<TRAINER extends Trainer<Label>>	An Options that can produce a classification Trainer based on the provided arguments.
WeightedLabels	Tag interface denoting the Trainer can use label weights.

Class Summary

Class	Description
ImmutableLabelInfo	An ImmutableOutputInfo object for Labels.
Label	An immutable multi-class classification label.
LabelFactory	A factory for making Label related classes.
LabelFactory.LabelFactoryProvenance	Provenance for LabelFactory.
LabelInfo	The base class for information about multi-class classification Labels.
MutableLabelInfo	A mutable LabelInfo.
TrainTestHelper	This class provides static methods used by the demo classes in each classification backend.

Package org.tribuo.classification Description

Provides classes and infrastructure for multiclass classification problems.

The multiclass Output implementation is called Label and has an associated Evaluator, OutputFactory and OutputInfos.

Note: Tribuo has no specialisation for binary classification, all classification tasks are considered to be multiclass, and all classification models work for multiclass problems.