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Related Questions
- What are the common methods to handle correlation between features in high-dimensional spaces when using feature permutation importance?
- How does feature permutation importance handle multicollinearity between features?
- What is the relationship between feature permutation importance and the curse of dimensionality?
- Can you explain the concept of relevance and redundancy in feature permutation importance in high-dimensional spaces?
- How does feature permutation importance differ from other importance score methods, such as SHAP or LIME, when dealing with correlated features?
- What are some common pitfalls to avoid when using feature permutation importance in high-dimensional spaces with correlated features?
- How can feature permutation importance be used in conjunction with other techniques, such as dimensionality reduction, to handle high-dimensional spaces with correlated features?
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