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Related Questions
- What are the primary differences between macro F1-score and micro F1-score in entity categorization tasks?
- Can you explain the implications of using macro F1-score versus micro F1-score on the performance evaluation of an entity categorization model?
- How do the macro and micro F1-scores account for class imbalance in entity categorization tasks?
- What are the potential drawbacks of using macro F1-score in scenarios with highly skewed class distributions?
- Can you provide examples of scenarios where micro F1-score might be preferred over macro F1-score in entity categorization tasks?
- How do the macro and micro F1-scores relate to the overall performance of an entity categorization model, and what are the trade-offs between the two?
- Can you discuss the impact of class label ordering on the macro and micro F1-scores in entity categorization tasks?
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