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Related Questions
- What is the difference between permutation importance and SHAP values in feature importance calculation?
- How does permutation importance handle interactions between features, whereas SHAP values do not?
- Can you explain the relationship between permutation importance and SHAP values in terms of feature attribution?
- How do permutation importance and SHAP values relate to the overall model performance in terms of feature importance?
- What are the advantages and disadvantages of using permutation importance over SHAP values for feature importance evaluation?
- Can you provide an example of a scenario where permutation importance is more suitable than SHAP values, and vice versa?
- How do permutation importance and SHAP values handle categorical features differently, and what are the implications for feature importance calculation?
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