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Related Questions
- How does feature permutation importance handle categorical variables with multiple levels in a dataset?
- Can you explain the concept of feature permutation importance and how it is used in machine learning models?
- What are some common techniques used to handle categorical variables with multiple levels in feature permutation importance?
- How does the number of levels in a categorical variable affect the interpretation of feature permutation importance?
- Can you provide an example of how to calculate feature permutation importance for a categorical variable with multiple levels?
- How does feature permutation importance differ from other methods of feature importance, such as SHAP values or permutation feature importance?
- What are some best practices for interpreting and using feature permutation importance in machine learning models?
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