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Related Questions
- What are the primary differences between permutation importance and SHAP values in feature importance estimation?
- How do permutation importance and SHAP values approach feature importance calculation?
- Can you provide examples of scenarios where permutation importance outperforms SHAP values and vice versa?
- What are the advantages and disadvantages of using permutation importance compared to SHAP values?
- How do permutation importance and SHAP values handle interactions between features?
- Can you explain how permutation importance and SHAP values are affected by the presence of correlated features?
- What are some common use cases where permutation importance is preferred over SHAP values and vice versa?
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