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Related Questions
- How do macro F1-score and micro F1-score differ in entity categorization tasks, and which one is more suitable for model selection and hyperparameter tuning?
- What are the advantages and disadvantages of using macro F1-score versus micro F1-score in entity categorization tasks?
- Can you explain the effect of class imbalance on the choice between macro F1-score and micro F1-score in entity categorization tasks?
- How does the choice of F1-score metric impact the selection of hyperparameters in entity categorization models?
- What are some real-world scenarios where macro F1-score is preferred over micro F1-score in entity categorization tasks?
- Can you provide examples of entity categorization tasks where micro F1-score is more suitable than macro F1-score?
- How can I balance the trade-off between macro F1-score and micro F1-score in entity categorization tasks when selecting the best model and hyperparameters?
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