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Related Questions
- How does feature permutation importance work in tree-based models, and what are its benefits?
- Can you explain the difference between permutation importance and SHAP values in tree-based models?
- What are the limitations of using permutation importance to evaluate feature importance in tree-based models?
- How does the choice of tree-based model affect the interpretation of feature permutation importance?
- Can you provide an example of how to calculate permutation importance for a categorical feature in a decision tree?
- How does the number of permutations used in permutation importance calculation impact the results?
- Are there any techniques to improve the stability of permutation importance values in tree-based models?
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