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Related Questions
- What are the key benefits of using query-by-committee in uncertainty sampling for high-dimensional data?
- How does query-by-committee adapt to the complexity of high-dimensional spaces in uncertainty sampling?
- What are the potential drawbacks of query-by-committee in the context of high-dimensional data?
- Can query-by-committee be used in conjunction with other active learning methods to improve performance in high-dimensional spaces?
- How does the number of committee members in query-by-committee affect the performance of uncertainty sampling in high-dimensional data?
- What are the implications of using query-by-committee on the efficiency of uncertainty sampling in high-dimensional data?
- How does query-by-committee handle noisy or missing data in high-dimensional uncertainty sampling scenarios?
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