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Related Questions
- What are the effects of class weighting on the accuracy of minority class instances in a binary classification problem?
- How does class weighting impact the F1-score of the minority class in a multi-class classification problem?
- Can you explain the relationship between class weighting and the Area Under the Receiver Operating Characteristic Curve (AUC-ROC) for minority class instances?
- How does class weighting influence the precision and recall of minority class instances in a classification problem?
- What are the implications of class weighting on the model's ability to generalize to minority class instances in a new dataset?
- Can you discuss the trade-offs between using class weighting and other techniques, such as oversampling or undersampling, to handle minority class instances?
- How does class weighting impact the model's ability to learn from minority class instances with imbalanced feature distributions?
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