Decision Trees and ID3 Learning Algorithm - Lecture 3

Decision Trees and ID3 Learning Algorithm - Lecture 3

UofU Data Science via YouTube Direct link

Let's build a decision tree for classifying shapes

7 of 13

7 of 13

Let's build a decision tree for classifying shapes

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Classroom Contents

Decision Trees and ID3 Learning Algorithm - Lecture 3

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

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