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Related Questions
- How does class imbalance impact the precision of the F1-score in text classification tasks?
- Can you explain the relationship between class imbalance and the recall of the F1-score in text classification?
- In what ways can class imbalance lead to biased F1-scores in text classification tasks?
- How can oversampling the minority class affect the F1-score in text classification tasks with severe class imbalance?
- What is the effect of undersampling the majority class on the F1-score in text classification tasks with significant class imbalance?
- Can you discuss the impact of class imbalance on the F1-score when using different text classification algorithms?
- How can data augmentation techniques help mitigate the effect of class imbalance on the F1-score in text classification tasks?
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