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Related Questions
- How do Anchors and LIME overcome the limitations of linear assumption in feature importance explanation?
- Can you describe the techniques used by LIME and Anchors to handle non-linear relationships?
- How do the two methods compare in dealing with interactions between features?
- What are some common challenges in interpreting model-agnostic explanations for complex relationships?
- Do LIME and Anchors provide similar explanations for model predictions in the presence of non-linear relationships?
- Can you discuss the trade-offs between interpretability and accuracy when using these methods for non-linear models?
- How can Anchors and LIME be used in conjunction with other techniques to improve explainability for non-linear models?
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