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Related Questions
- What are the common loss functions used to handle class imbalance in machine learning?
- How does the choice of loss function affect model performance on unbalanced datasets?
- Can you explain the concept of focal loss and its application in imbalanced classification problems?
- What are the differences between cross-entropy loss and focal loss in terms of handling class imbalance?
- How does the choice of loss function impact the model's ability to generalize to new, unseen data?
- Can you discuss the relationship between loss function choice and model overfitting on imbalanced datasets?
- What are some strategies for selecting the optimal loss function for a specific imbalanced classification problem?
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