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Related Questions
- What is the concept of active learning in machine learning, and how does it differ from traditional supervised learning?
- How does active learning help identify the most uncertain predictions made by a machine learning model?
- What are some common methods used in active learning to select the most informative samples for labeling?
- Can you explain the concept of uncertainty estimation in machine learning and how it relates to active learning?
- How does active learning improve the performance of a machine learning model by focusing on the most uncertain predictions?
- What are some real-world applications of active learning in industries such as healthcare, finance, and autonomous vehicles?
- How can active learning be used to reduce the labeling effort required for training a machine learning model?
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