Chapter 3

Example-Based Explanations

You will be able to explain predictions with representative cases, actionable counterfactuals, and influential training instances while distinguishing similarity, feasibility, and causal effect.

• 1. Prototype-Based Explanations→
• 2. Counterfactual Explanations→
• 3. Influential Instances→