Unverified50% confidenceTradeoffExact time
Classifiers in safety guardrails are probabilistic models with a tradeoff between false positives and false negatives; setting the threshold too low leads to excessive blocking.
1
Sources
50%
Confidence
Long-term
Relevance
9/2/2026
First Seen
Sources
Related Entities
Related Claims
Unverified安全分类器判定阈值的调整会影响误判率与漏判率之间的权衡，即ROC曲线上的工作点移动78% similarUnverifiedDrift detection involves a trade-off: setting the threshold too sensitively leads to frequent false alarms and unnecessary retraining, while setting it too loosely may allow model performance to continuously degrade without being detected.77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/844187API
curl https://kongchang.com/api/v1/knowledge/claims/844187MCP
get_claim(id=844187)