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.DecisionTreeOptions

Enum Summary

Enum	Description
TrainTest.ImpurityType
TrainTest.TreeType

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.