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Related Questions
- How does the choice of evaluation metric affect the selection of hyperparameters in text classification models?
- Can you explain the concept of class imbalance and its impact on F1-score in text classification tasks?
- How does the F1-score change when dealing with multi-class classification problems versus binary classification problems?
- What are some common techniques used to handle class imbalance in text classification, and how do they affect the F1-score?
- How does the F1-score relate to the precision and recall metrics in text classification?
- Can you discuss the trade-off between precision and recall in text classification, and how it affects the F1-score?
- What are some real-world applications of F1-score in text classification tasks, and how is it used to evaluate model performance?
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