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Related Questions
- How do F1-score and AUC-ROC handle class imbalance?
- What are the differences in how F1-score and AUC-ROC are affected by class imbalance?
- Can you provide examples of scenarios where F1-score and AUC-ROC have different optimal solutions due to class imbalance?
- How do F1-score and AUC-ROC perform when dealing with imbalanced datasets?
- What are the implications of using F1-score and AUC-ROC in scenarios with significant class imbalance?
- Can you explain why F1-score tends to favor the majority class in imbalanced datasets?
- Under what conditions do AUC-ROC and F1-score tend to converge to similar optimal solutions, despite class imbalance?
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