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Related Questions
- What is the impact of normalization on the class probability estimates in imbalanced datasets?
- How does normalization affect the performance of classification models on datasets with skewed class distributions?
- Can you explain the relationship between normalization and the F1-score in imbalanced classification problems?
- What are some common normalization techniques used to address class imbalance in machine learning models?
- How does normalization influence the selection of hyperparameters in classification models for imbalanced datasets?
- What is the effect of normalization on the Area Under the Receiver Operating Characteristic Curve (AUC-ROC) in imbalanced datasets?
- Can you discuss the trade-offs between normalization and other techniques for addressing class imbalance, such as oversampling and undersampling?
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