Chapter 2

Trees and Rules

In this chapter, we represent decisions as paths and rules and discuss the tradeoffs between complexity and accuracy.

• 1. Decision Trees→
• 2. Sparse Decision Trees (GOSDT)→
• 3. Decision Rules→
• 4. RuleFit→