Package org.tribuo.regression.rtree

Provides an implementation of decision trees for regression problems.

See: Description

Class Summary

Class	Description
CARTJointRegressionTrainer	A Trainer that uses an approximation of the CART algorithm to build a decision tree.
CARTRegressionTrainer	A Trainer that uses an approximation of the CART algorithm to build a decision tree.
IndependentRegressionTreeModel	A Model wrapped around a list of decision tree root Nodes used to generate independent predictions for each dimension in a regression.
TrainTest	Build and run a regression tree for a standard dataset.
TrainTest.RegressionTreeOptions	Command line options.

Enum Summary

Enum	Description
TrainTest.ImpurityType	Impurity function.
TrainTest.TreeType	Type of tree trainer.

Package org.tribuo.regression.rtree Description

Provides an implementation of decision trees for regression problems.

There are two implementations, one which produces a separate tree for each input dimension, and one which builds a single tree for all dimensions.