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Related Questions
- What are the common techniques used to address class imbalance in active learning for sentiment analysis?
- How do you decide which samples to select for active learning when dealing with imbalanced datasets in sentiment analysis?
- Can you explain the concept of class-weighting and its application in active learning for sentiment analysis with imbalanced classes?
- What is the difference between oversampling the majority class and undersampling the minority class in active learning for sentiment analysis?
- How does the choice of active learning strategy impact the performance of a sentiment analysis model with imbalanced classes?
- What are some metrics used to evaluate the performance of active learning for sentiment analysis with class imbalance?
- Can you discuss the trade-off between increasing the number of labeled samples and the cost of labeling them in active learning for sentiment analysis?
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