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Related Questions
- What is the primary difference between SHAP values and permutation importance in feature importance?
- Can you provide an example of when to use SHAP values over permutation importance in a machine learning model?
- How do SHAP values and permutation importance differ in their handling of feature interactions?
- What are some scenarios where permutation importance may be more suitable than SHAP values?
- Can SHAP values be used for models with high-dimensional feature spaces?
- How do SHAP values and permutation importance compare in terms of interpretability and ease of use?
- Can you provide a real-world example of using SHAP values to explain a machine learning model's predictions?
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