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Related Questions
- What are the common techniques to handle class imbalance in deep learning models?
- How does the concept of regularization relate to overfitting in class-imbalanced datasets?
- Can you explain the difference between underfitting and overfitting in the context of class-imbalanced datasets?
- What are some strategies to prevent overfitting when training on a large number of epochs with a class-imbalanced dataset?
- How does the choice of loss function impact the risk of overfitting in class-imbalanced datasets?
- Can you discuss the role of data augmentation in mitigating overfitting in class-imbalanced datasets?
- What are some techniques to detect and prevent overfitting in class-imbalanced datasets, such as early stopping and learning rate scheduling?
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