A decision tree classifier is a machine learning (ML) prediction system that generates rules such as "IF income < 28.0 AND education >= 14.0 THEN politicalParty = 2." Using a decision tree classifier ...

We want to use the examples to learn the structure of a decision tree which can be used to decide the category of an unseen example. Assuming that there are no inconsistencies in the data (when two ...

CSE 627 Machine Learning Catalog description: Concepts and algorithms of machine learning including version-spaces, decision trees, instance-based learning, networks, evolutionary computation, ...