What is the purpose of feature importance or SHAP values?
- A Explaining which features drive a model's predictions
- B Selecting the learning rate
- C Balancing classes
- D Improving training speed
Answer
Explaining which features drive a model's predictions
They describe association within the model, not causation. Stakeholders will act on them as causes unless that limitation is stated clearly.





