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Related Questions
- What is the main difference between uncertainty sampling and entropy-based methods in active learning?
- How do uncertainty sampling and entropy-based methods compare in terms of improving model performance?
- What are the key factors that affect the efficiency of uncertainty sampling and entropy-based methods?
- Can you provide an example of a scenario where one method outperforms the other?
- How do uncertainty sampling and entropy-based methods handle class imbalance in the dataset?
- What are some common applications of uncertainty sampling and entropy-based methods in real-world scenarios?
- How do uncertainty sampling and entropy-based methods compare in terms of computational complexity and scalability?
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