Package org.tribuo.regression

Provides classes and infrastructure for regression problems with single or multiple output dimensions.

See: Description

Class Summary

Class	Description
ImmutableRegressionInfo	A ImmutableOutputInfo for Regressors.
MutableRegressionInfo	A MutableOutputInfo for Regressors.
RegressionFactory	A factory for creating Regressors and RegressionInfos.
RegressionFactory.RegressionFactoryProvenance	Provenance for RegressionFactory.
RegressionInfo	The base class for regression information using Regressors.
Regressor	An Output for n-dimensional real valued regression.
Regressor.DimensionTuple	A Regressor which contains a single dimension, used internally when the model implementation doesn't natively support multi-dimensional regression outputs.

Package org.tribuo.regression Description

Provides classes and infrastructure for regression problems with single or multiple output dimensions.

All Tribuo regressions are treated as if they have multiple output dimensions, there is no special casing in the API for single dimensional regression. As a result the methods on Regressor all return arrays of values. Each Regressor can be seen as a collection of Regressor.DimensionTuple each of which represents a single named regression dimension, along with the associated regressed value and optionally a variance.