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Related Questions
- What are the key differences between permutation importance and SHAP values in feature importance analysis?
- Can you provide examples of scenarios where permutation importance is more suitable than SHAP values?
- How does permutation importance handle interactions between features compared to SHAP values?
- Are there any scenarios where SHAP values are more interpretable than permutation importance?
- Can you discuss the computational complexity of permutation importance versus SHAP values?
- How do permutation importance and SHAP values handle categorical features differently?
- Can you provide a case study where permutation importance outperformed SHAP values in a real-world scenario?
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