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Related Questions
- How do feature importance plots handle class imbalance in classification problems?
- Can feature importance plots accurately represent the relationship between features and target variables in imbalanced data?
- What are some common pitfalls of using feature importance plots on imbalanced datasets?
- How does class imbalance affect the interpretation of feature importance plots?
- Are there any alternative methods to feature importance plots that are more suitable for imbalanced data?
- Can feature importance plots be used to identify features that are relevant for minority classes in imbalanced data?
- What are some strategies for mitigating the effects of class imbalance on feature importance plots?
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