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Related Questions
- What are the key differences between active learning and traditional supervised learning methods?
- How does the concept of uncertainty-based sampling contribute to the effectiveness of active learning?
- Can you explain the role of human-in-the-loop in active learning and its impact on model performance?
- What are some common techniques used to select the most informative samples for labeling in active learning?
- How does active learning enable models to adapt to changing data distributions or concepts?
- What are the benefits of using active learning in real-world applications, such as natural language processing or computer vision?
- Can you provide an example of a successful implementation of active learning in a machine learning project?
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