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Related Questions
- What is the primary goal of active learning in machine learning?
- How does active learning reduce labeling costs compared to traditional supervised learning?
- What are some common techniques used in active learning to select the most informative samples for labeling?
- Can you explain the concept of uncertainty sampling in active learning and how it helps reduce labeling costs?
- How does active learning differ from semi-supervised learning in terms of labeling costs?
- What are some real-world applications of active learning where labeling costs are a significant concern?
- Can you discuss the trade-offs between labeling costs and model accuracy in active learning versus traditional supervised learning?
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