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Basic Decision Tree Algorithm: ID3
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Classroom Contents
Decision Trees and ID3 Learning Algorithm - Lecture 3
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- 1 Intro
- 2 Key issues in machine learning
- 3 Coming up... (the rest of the semester)
- 4 This lecture: Learning Decision Trees
- 5 Representing data
- 6 What are decision trees?
- 7 Let's build a decision tree for classifying shapes
- 8 Expressivity of Decision trees
- 9 Numeric attributes and decision boundaries
- 10 Summary: Decision trees
- 11 History of Decision Tree Research
- 12 Basic Decision Tree Learning Algorithm
- 13 Basic Decision Tree Algorithm: ID3
