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Related Questions
- How does query-by-committee compare to other methods for selecting informative samples in machine learning?
- Can query-by-committee be used with different types of machine learning models, such as decision trees or support vector machines?
- What are some common scenarios where query-by-committee might not be effective in selecting informative samples?
- How does the number of committees affect the performance of query-by-committee in terms of selecting informative samples?
- Can query-by-committee be used in online learning scenarios, where the data is being streamed in sequentially?
- Are there any known issues with query-by-committee related to overfitting or underfitting in machine learning models?
- Can query-by-committee be used to select informative samples for both classification and regression tasks in machine learning?
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