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Related Questions
- Can you explain a scenario where feature permutation importance is more effective than recursive feature elimination in determining feature importance ranking?
- How does the interaction between features affect the performance of feature permutation importance versus recursive feature elimination?
- In what situations does the permutation-based method outperform recursive feature elimination in identifying the most important features?
- Can you provide an example of a dataset where feature permutation importance yields a more accurate feature importance ranking compared to recursive feature elimination?
- How do the computational costs of feature permutation importance and recursive feature elimination compare, and when might one be preferred over the other?
- Can you discuss the role of model complexity and the number of features in the performance difference between feature permutation importance and recursive feature elimination?
- Are there any specific data types or distributions where feature permutation importance is more effective than recursive feature elimination in identifying feature importance?
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