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Related Questions
- How does feature permutation importance relate to model complexity in terms of feature interactions?
- Can you provide an example of a high-complexity model where feature permutation importance is difficult to interpret?
- In what scenarios does feature permutation importance become less reliable as model complexity increases?
- How does the choice of model complexity impact the calculation of feature permutation importance in machine learning?
- Can you describe a situation where a simpler model is preferred over a more complex one due to permutation importance considerations?
- What are some techniques used to mitigate the impact of model complexity on feature permutation importance in decision tree-based models?
- How does the degree of feature interaction in a model affect the calculation of permutation importance for each feature?
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