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Related Questions
- What are the limitations of AUC-ROC in handling class imbalance?
- Can you explain why AUC-ROC may not be suitable for imbalanced datasets?
- Under what circumstances does AUC-ROC fail to capture class imbalance issues?
- How does class imbalance affect the performance of AUC-ROC?
- In what scenarios does AUC-ROC not accurately reflect the performance of a model on imbalanced datasets?
- Can you describe the conditions under which AUC-ROC becomes less informative in the presence of class imbalance?
- What are the conditions under which AUC-ROC is insensitive to class imbalance?
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