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Related Questions
- What is the primary goal of cost-sensitive learning in the context of class imbalance in active learning?
- How does cost-sensitive learning address the issue of class imbalance in active learning, and what are its benefits?
- Can you provide examples of scenarios where cost-sensitive learning is particularly relevant in active learning?
- How does the choice of cost-sensitive learning algorithm impact the performance of active learning in class-imbalanced datasets?
- What are some common techniques used to handle class imbalance in active learning, and how do they relate to cost-sensitive learning?
- In what ways can cost-sensitive learning be used to improve the efficiency of active learning in class-imbalanced datasets?
- Are there any specific challenges or limitations associated with implementing cost-sensitive learning in active learning, and how can they be addressed?
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