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Related Questions
- What is permutation importance and how does it differ from other feature importance methods?
- Can you explain the concept of permutation feature importance and its application in machine learning?
- How does permutation importance handle interactions between features and identify their contributions to the model?
- What are the advantages of using permutation importance over other feature importance methods, such as SHAP or LIME?
- Can you provide an example of how permutation importance can be used to identify feature importance in a random forest model?
- How does permutation importance handle high-dimensional feature spaces and identify relevant features?
- What are some common pitfalls or limitations of using permutation importance to evaluate feature importance?
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