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Related Questions
- How do permutation importance and SHAP values compare when handling feature interactions in a model?
- Can you explain the differences in how permutation importance and SHAP values account for feature interactions?
- What are the implications of feature interactions on the interpretation of permutation importance and SHAP values?
- How do permutation importance and SHAP values handle high-order interactions between features?
- Can you provide an example of how permutation importance and SHAP values might differ in their handling of feature interactions?
- What are some common pitfalls to avoid when interpreting permutation importance and SHAP values in the presence of feature interactions?
- How can I use permutation importance and SHAP values in conjunction to better understand feature interactions in my model?
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