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What is the purpose of feature importance or SHAP values?

  1. A Explaining which features drive a model's predictions
  2. B Selecting the learning rate
  3. C Balancing classes
  4. 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.

All Machine Learning MCQs

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