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Related Questions
- What are the key differences between uncertainty sampling and other active learning strategies for anomaly detection?
- Can you provide examples of real-world anomaly detection tasks where uncertainty sampling has been successfully applied?
- How does uncertainty sampling handle class imbalance issues in anomaly detection datasets?
- What are the potential drawbacks of using uncertainty sampling for anomaly detection, and how can they be mitigated?
- How does uncertainty sampling compare to other uncertainty-based active learning strategies for anomaly detection?
- Can you discuss the role of confidence estimation in uncertainty sampling for anomaly detection tasks?
- What are some common evaluation metrics used to assess the performance of uncertainty sampling for anomaly detection?
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