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Related Questions
- What are the key differences between permutation importance and SHAP values?
- How does permutation importance handle high-dimensional feature spaces compared to TreeExplainer?
- Can you explain why permutation importance is often preferred over LIME for certain types of models?
- What are the strengths and weaknesses of permutation importance compared to TreeExplainer?
- How does permutation importance calculate feature importances, and what are its underlying assumptions?
- Can you provide examples of when permutation importance is more effective than LIME or TreeExplainer?
- How does permutation importance handle correlated features, and what are the implications for feature selection?
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