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Related Questions
- How does feature permutation importance account for non-linear relationships between features and the target variable?
- Can you explain the benefits of using feature permutation importance in comparison to other feature importance methods?
- In what scenarios is feature permutation importance particularly useful for handling non-linear relationships?
- How does feature permutation importance handle interactions between features and the target variable?
- Can you provide examples of how feature permutation importance can uncover non-linear relationships that other methods may miss?
- How does the choice of hyperparameters in feature permutation importance affect its ability to handle non-linear relationships?
- Can you discuss the limitations of feature permutation importance in handling non-linear relationships, especially when dealing with high-dimensional data?
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