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Related Questions
- Can early stopping exacerbate the issue of class imbalance in large language models?
- How can the choice of early stopping criterion impact performance on minority classes?
- What are the potential consequences of early stopping on model performance when dealing with imbalanced datasets?
- Can the use of early stopping lead to overfitting on the majority class in class-imbalanced datasets?
- How does the choice of patience parameter in early stopping affect model performance on minority classes?
- Are there any techniques that can be used in conjunction with early stopping to mitigate the effects of class imbalance?
- Can the use of class weights or oversampling the minority class help to alleviate the issues associated with early stopping on class-imbalanced datasets?
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