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Related Questions
- What are some alternative methods for feature importance evaluation when dealing with high-dimensional data?
- Can you explain the concept of curse of dimensionality and how it affects feature permutation importance?
- How can we handle feature interactions when calculating feature importance using permutation feature importance?
- What are some common pitfalls to avoid when using feature permutation importance in high-dimensional data?
- Can you discuss the difference between feature permutation importance and SHAP values in high-dimensional data?
- How can we determine the optimal number of permutations to use when calculating feature importance?
- What are some techniques for reducing dimensionality before calculating feature importance in high-dimensional data?
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