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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 importance in the context of random forests and gradient boosting?
- How does permutation importance handle correlated features and multicollinearity?
- What are some common use cases for permutation importance in machine learning model evaluation?
- Can you provide a step-by-step example of how to calculate permutation importance for a given dataset?
- How does permutation importance relate to SHAP values and LIME explanations?
- What are some limitations of permutation importance and potential biases to be aware of when using it?
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