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Related Questions
- What are the main differences between oversampling and undersampling in handling class imbalance in sentiment analysis?
- How does oversampling affect the performance of a sentiment analysis model when dealing with imbalanced datasets?
- Can you provide examples of techniques used for oversampling in sentiment analysis?
- What are the potential drawbacks of undersampling in handling class imbalance in sentiment analysis?
- How does class weighting compare to oversampling and undersampling in handling class imbalance in sentiment analysis?
- In what scenarios is oversampling more effective than undersampling in sentiment analysis?
- Can you explain the concept of synthetic oversampling in the context of sentiment analysis and how it is implemented?
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