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Related Questions
- How do F1-score and AUC-ROC handle class imbalance in binary classification problems?
- Can you explain the impact of class imbalance on F1-score and AUC-ROC scores?
- What are some common techniques used to handle class imbalance when using F1-score and AUC-ROC metrics?
- How does oversampling the minority class affect the F1-score and AUC-ROC scores in class imbalance problems?
- What is the effect of undersampling the majority class on the F1-score and AUC-ROC scores in class imbalance problems?
- Can you describe the relationship between F1-score and AUC-ROC scores in class imbalance problems?
- What are some advantages and disadvantages of using F1-score and AUC-ROC metrics in class imbalance problems?
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