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Related Questions
- What are the primary goals of query-by-committee and uncertainty sampling in active learning?
- How do query-by-committee and uncertainty sampling differ in terms of the selection of instances to query?
- Can you provide an example of a scenario where query-by-committee would be more effective than uncertainty sampling?
- How do the computational complexities of query-by-committee and uncertainty sampling compare?
- What are the potential drawbacks of using query-by-committee in active learning?
- How does uncertainty sampling handle class imbalance in the dataset?
- Can you explain the concept of 'committee' in query-by-committee and how it relates to the decision-making process?
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