Uses of Package
org.tribuo.common.tree

Packages that use org.tribuo.common.tree

Package	Description
org.tribuo.classification.dtree	Provides implementations of decision trees for classification problems.
org.tribuo.classification.dtree.impl	Provides internal implementation classes for classification decision trees.
org.tribuo.common.tree	Provides common functionality for building decision trees, irrespective of the predicted Output.
org.tribuo.regression.rtree	Provides an implementation of decision trees for regression problems.
org.tribuo.regression.rtree.impl	Provides internal implementation classes for the regression trees.

Classes in org.tribuo.common.tree used by org.tribuo.classification.dtree

Class and Description
AbstractCARTTrainer Base class for Trainer's that use an approximation of the CART algorithm to build a decision tree.
AbstractTrainingNode Base class for decision tree nodes used at training time.
AbstractTrainingNode.LeafDeterminer Contains parameters needed to determine whether a node is a leaf.
DecisionTreeTrainer A tag interface for a Trainer so the random forests trainer can check if it's actually a tree.

Classes in org.tribuo.common.tree used by org.tribuo.classification.dtree.impl

Class and Description
AbstractTrainingNode Base class for decision tree nodes used at training time.
AbstractTrainingNode.LeafDeterminer Contains parameters needed to determine whether a node is a leaf.
Node A node in a decision tree.

Classes in org.tribuo.common.tree used by org.tribuo.common.tree

Class and Description
AbstractCARTTrainer Base class for Trainer's that use an approximation of the CART algorithm to build a decision tree.
AbstractTrainingNode Base class for decision tree nodes used at training time.
AbstractTrainingNode.LeafDeterminer Contains parameters needed to determine whether a node is a leaf.
DecisionTreeTrainer A tag interface for a Trainer so the random forests trainer can check if it's actually a tree.
LeafNode An immutable leaf Node that can create a prediction.
Node A node in a decision tree.
SplitNode An immutable Node with a split and two child nodes.
TreeModel A Model wrapped around a decision tree root Node.

Classes in org.tribuo.common.tree used by org.tribuo.regression.rtree

Class and Description
AbstractCARTTrainer Base class for Trainer's that use an approximation of the CART algorithm to build a decision tree.
AbstractTrainingNode Base class for decision tree nodes used at training time.
AbstractTrainingNode.LeafDeterminer Contains parameters needed to determine whether a node is a leaf.
DecisionTreeTrainer A tag interface for a Trainer so the random forests trainer can check if it's actually a tree.
TreeModel A Model wrapped around a decision tree root Node.

Classes in org.tribuo.common.tree used by org.tribuo.regression.rtree.impl

Class and Description
AbstractTrainingNode Base class for decision tree nodes used at training time.
AbstractTrainingNode.LeafDeterminer Contains parameters needed to determine whether a node is a leaf.
Node A node in a decision tree.