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Related Questions
- Can you explain how feature permutation importance handles non-linear relationships between features?
- How does feature permutation importance account for interactions between categorical and continuous features?
- What are the limitations of feature permutation importance when dealing with high-dimensional data and feature interactions?
- Can you discuss the relationship between feature permutation importance and interaction terms in a regression model?
- How does feature permutation importance handle correlated features and their potential impact on model performance?
- Can you compare feature permutation importance with other methods for identifying feature interactions, such as partial dependence plots?
- What are some common pitfalls to avoid when interpreting feature permutation importance in the presence of feature interactions?
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