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Related Questions
- Can you explain the difference between SHAP values and permutation importance?
- Under what circumstances would SHAP values be more accurate than permutation importance?
- How do SHAP values handle interactions between features, whereas permutation importance does not?
- Can you provide an example where SHAP values would outperform permutation importance in feature importance ranking?
- What are the limitations of permutation importance that SHAP values can overcome?
- How do SHAP values account for non-linear relationships between features and the target variable?
- Can you compare the interpretability of SHAP values and permutation importance in a real-world scenario?
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