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Related Questions
- What are the key differences between feature permutation importance and SHAP values in high-dimensional data?
- How do feature permutation importance and SHAP values handle interactions between features in high-dimensional data?
- Can you explain how feature permutation importance and SHAP values are calculated, and what assumptions are made in each method?
- In high-dimensional data, how do feature permutation importance and SHAP values handle multicollinearity between features?
- What are the advantages and disadvantages of using feature permutation importance versus SHAP values in high-dimensional data?
- How do feature permutation importance and SHAP values compare in terms of interpretability and model interpretability?
- Can you discuss the role of feature selection in high-dimensional data and how it relates to feature permutation importance and SHAP values?
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