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Related Questions
- How do feature permutation importance and interaction terms relate to each other in a regression model?
- Can you explain how feature permutation importance measures the importance of individual features, and how it differs from interaction terms?
- In what situations would you use feature permutation importance versus interaction terms to interpret a regression model's results?
- How do feature permutation importance and interaction terms interact (no pun intended) when it comes to understanding complex relationships between features and the target variable?
- Can you provide examples of when feature permutation importance might be more informative than interaction terms, and vice versa?
- How do feature permutation importance and interaction terms relate to the concept of feature engineering in regression models?
- Can you discuss the limitations of feature permutation importance and interaction terms, and how they might be complemented by other interpretability techniques?
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