Package org.tribuo.common.tree

package org.tribuo.common.tree

Provides common functionality for building decision trees, irrespective of the predicted Output. Also has implementations of Random Forests and Extra Trees.

Related Packages

Package	Description
org.tribuo.common.tree.impl	Provides internal implementation classes for building decision trees.

Class	Description
AbstractCARTTrainer<T extends Output<T>>	Base class for Trainer's that use an approximation of the CART algorithm to build a decision tree.
AbstractCARTTrainer.AbstractCARTTrainerProvenance	Deprecated.
AbstractTrainingNode<T extends Output<T>>	Base class for decision tree nodes used at training time.
AbstractTrainingNode.LeafDeterminer	Contains parameters needed to determine whether a node is a leaf.
DecisionTreeTrainer<T extends Output<T>>	A tag interface for a Trainer so the random forests trainer can check if it's actually a tree.
ExtraTreesTrainer<T extends Output<T>>	A trainer which produces an Extremely Randomized Tree Ensemble.
LeafNode<T extends Output<T>>	An immutable leaf Node that can create a prediction.
Node<T extends Output<T>>	A node in a decision tree.
RandomForestTrainer<T extends Output<T>>	A trainer which produces a random forest.
SplitNode<T extends Output<T>>	An immutable Node with a split and two child nodes.
TreeModel<T extends Output<T>>	A Model wrapped around a decision tree root Node.