Chapter 14 Introduction to Dataset-level Exploration

Learning objectives:

• Dataset-level (global) explanations
• Understand how do the model predictions perform overall
• Model variable importance
• Understand how does a selected variable influence the model’s predictions
• Discover whether there are observations where the model yields wrong predictions