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Related Questions
- What is the difference between confidence-based sampling and uncertainty-based sampling in active learning?
- How does confidence-based sampling improve the efficiency of active learning in machine learning models?
- Can you provide examples of real-world applications of confidence-based sampling in active learning?
- What are the benefits of using confidence-based sampling over other methods in active learning?
- How does confidence-based sampling handle cases where the model is highly confident but incorrect?
- Can you explain the relationship between confidence-based sampling and the Bayes risk in active learning?
- What are some common challenges in implementing confidence-based sampling in real-world active learning scenarios?
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