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Related Questions
- How do SHAP values account for non-linear relationships between features?
- Can LIME effectively capture non-linear interactions between features, and if not, what are the implications?
- Do SHAP and LIME handle feature interactions differently in the presence of non-linearity?
- What are the implications for feature permutation importance when considering non-linear interactions between features?
- Are there any limitations or challenges to using SHAP and LIME for non-linear problems?
- Can SHAP and LIME be used together to enhance understanding of non-linear relationships between features?
- How do SHAP and LIME compare to other methods for handling non-linear interactions between features?
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