Decision Trees and Random Forests

• 04.1. Introduction to Decision Trees

  • Notes 04-1: Introduction to Decision Trees

• 04.2. Decision Tree Construction

  • Notes 04-2: Decision Tree Construction (pdf, docx)
  • Exercise 04-2: Sunburn Example, Part 1

• 04.3. Decision Tree Rules & Pruning

  • Notes 04-3: Decision Tree Rules & Pruning
  • Exercise 04-3: Sunburn Example, Part 2

• 04.4. Random Forests

  • Notes 04-4: TO BE CREATED

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