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Related Questions
- How does feature permutation importance measure the relative importance of each feature?
- Can you explain the relationship between correlation and feature importance in feature permutation importance?
- What is the assumption made by feature permutation importance when calculating feature importance values?
- Is feature permutation importance suitable for high-dimensional feature spaces, and why or why not?
- What is the main difference between feature permutation importance and recursive feature elimination (RFE)?
- In what scenarios might feature permutation importance be biased, and how can you address it?
- Are there any relationships between feature permutation importance and other SHAP values (e.g., SHAP interaction and SHAP residual)?)
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