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Related Questions
- What are some examples of feature interactions that can lead to misleading interpretations of permutation importance?
- How do feature interactions impact the overall permutation importance scores in machine learning models?
- Can you provide a specific example of a model and dataset where feature interactions caused misleading permutation importance results?
- How can analysts identify when feature interactions may be affecting the interpretation of permutation importance in their models?
- What methods can be used to accurately account for feature interactions in permutation importance calculations?
- Can feature interactions affect the interpretability of model-agnostic permutation importance metrics?
- How can the limitations of permutation importance due to feature interactions be addressed in practical machine learning applications?
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