Package com.cloudera.oryx.app.rdf.tree

Abstractions representing forests, trees, nodes and paths in decision forests.

See: Description

Interface Summary

Interface	Description
TreeBasedClassifier	Base interface for decision-tree-based classifiers in this package, whether they be a single DecisionTree or a collection of them as a DecisionForest.

Class Summary

Class	Description
DecisionForest	An ensemble classifier based on many DecisionTrees.
DecisionNode	Represents an internal node in a DecisionTree, which encapsulates a binary decision over a feature in an example.
DecisionTree	A decision-tree classifier.
TerminalNode	Represents a leaf node in a DecisionTree, which contains a Prediction for a target rather than a decision over an example.
TreeNode	Implementations of this interface represent nodes in a DecisionTree, whether leaves (TerminalNode) or internal nodes (DecisionNode).

Package com.cloudera.oryx.app.rdf.tree Description

Abstractions representing forests, trees, nodes and paths in decision forests.