Categorical Value Decision Tree

A Categorical Value Decision Tree is a prediction tree (with nodes and edges) that is a class prediction function.

• AKA: Classification Tree.
• Context:
  • It can be produced by a Classification Tree Learning System (that implements a classification tree training algorithm).
  • It can range from being a Heuristic Class Prediction Tree to being a Trained Class Prediction Tree.
  • It can be pruned by a Classification Tree Post-Pruning Algorithm.
  • It can (often) be a Human-Readable Classification Model.
  • …
• Example(s):
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• Counter-Example(s):
  • a Point-Estimation Tree.
  • a Ranking Tree.
  • a Concept Hierarchy.
  • a Classification Tree Ensemble.
• See: Linear Classifier, Mixed-Attribute Type Classification Function.

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