Package org.tribuo.regression.rtree

package org.tribuo.regression.rtree

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.

Related Packages

Package	Description
org.tribuo.regression	Provides classes and infrastructure for regression problems with single or multiple output dimensions.
org.tribuo.regression.rtree.impl	Provides internal implementation classes for the regression trees.
org.tribuo.regression.rtree.impurity	Provides implementations of regression tree impurity metrics.

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.ImpurityType	Impurity function.
TrainTest.RegressionTreeOptions	Command line options.
TrainTest.TreeType	Type of tree trainer.