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Related Questions
- How do cross-entropy loss and focal loss handle class imbalance in binary classification tasks?
- What are the main differences between cross-entropy loss and focal loss in terms of handling class imbalance?
- Can you explain the concept of class imbalance and how it affects the performance of machine learning models?
- How does focal loss modify the cross-entropy loss to handle class imbalance?
- What are the benefits and drawbacks of using focal loss compared to cross-entropy loss in handling class imbalance?
- Can you provide examples of real-world applications where class imbalance is a significant issue and how focal loss can be used to address it?
- How does the alpha parameter in focal loss affect the model's performance and handling of class imbalance?
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