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Related Questions
- Can a high learning rate exacerbate the problem of class imbalance on tasks with a large number of classes?
- How does the relationship between learning rate and class imbalance affect the generalization performance of a model?
- Can you explain the effect of a low learning rate on the convergence of a model with a large number of classes?
- How does a low learning rate impact the model's ability to learn from minority classes in imbalanced datasets?
- Can a low learning rate help reduce overfitting on the majority class in imbalanced datasets?
- What are some strategies for balancing the impact of learning rate on class imbalance in multi-class classification tasks?
- Can a low learning rate improve the robustness of a model to class imbalance by reducing the effect of dominant classes?
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