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Related Questions
- What are the key differences between macro-average F1 score and micro-average F1 score?
- Under what circumstances is macro-average F1 score preferred over micro-average F1 score in multi-class classification problems?
- How does the choice of macro-average F1 score versus micro-average F1 score affect the model's performance evaluation in an imbalanced dataset?
- Can you provide a scenario where the macro-average F1 score would be more suitable than micro-average F1 score in a real-world application?
- How do the macro-average F1 score and micro-average F1 score handle class imbalance issues in machine learning models?
- What are the implications of using macro-average F1 score versus micro-average F1 score on the interpretation of model performance?
- How does the choice of macro-average F1 score versus micro-average F1 score impact the selection of hyperparameters in a machine learning model?
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