Unverified50% confidenceTradeoffExact time
Anomaly detection methods based solely on normal samples have a high false positive rate because their definition of anomaly is too broad, causing stains or slight positional deviations to be flagged as anomalies.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedErrors in confidence scoring systems are distributed across the entire score range, manifesting as calibration error—high in coverage but difficult to detect.73% similarUnverified过于敏感的异常检测会导致审批疲劳,使人工审核员对频繁告警逐渐失去警惕性70% similarUnverified绝对偏差通常可通过标定来补偿,而重复性差意味着误差随机不可预测,很难通过校准解决70% similarUnverifiedA similarity threshold that is too high may cause valid answers to be incorrectly filtered out, while one that is too low may introduce noise, requiring a trade-off between recall and precision.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/900123API
curl https://kongchang.com/api/v1/knowledge/claims/900123MCP
get_claim(id=900123)