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Related Questions
- What are some common scenarios that lead to class imbalance in text classification tasks?
- How does the distribution of positive and negative labels affect the performance of text classification models?
- What are some real-world applications where class imbalance is a significant issue in text classification?
- Can you explain the concept of skewness in class imbalance and how it affects model performance?
- How does the choice of dataset and labeling process contribute to class imbalance in text classification tasks?
- What are some techniques used to address class imbalance in text classification, and what are their limitations?
- How does class imbalance impact the evaluation metrics used to assess text classification models?
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