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Related Questions
- What is the main difference between SHAP values and Gini importance in measuring feature importance?
- Can you explain why SHAP values are considered a more reliable measure of feature importance compared to Gini importance?
- In what scenarios would SHAP values be more beneficial over Gini importance for determining feature importance?
- How do SHAP values and Gini importance account for interactions between features differently?
- What is the main advantage of using SHAP values over Gini importance in model interpretation?
- Can SHAP values be used in combination with Gini importance to gain a more complete understanding of feature importance?
- How does SHAP values' focus on local explanations compare to Gini importance's focus on global explanations?
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