Unverified50% confidenceFactExact time
The core property of a strictly proper scoring rule is that the expected score is maximized if and only if the forecaster reports the probability they truly believe, with common examples including log-likelihood loss and the Brier score.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
Unverified贝叶斯最优分类器在0-1损失下等价于选择后验概率最大的类别,回归问题中条件期望在平方损失下是最优预测74% similarUnverifiedThe Brier score assesses calibration quality by calculating the square of the difference between the predicted probability and the actual outcome, with a lower score indicating more accurate predictions73% similarUnverified研究表明人类评估者在判断LLM输出的事实准确性时,正确率往往只有50%-70%71% similarUnverifiedPrecision bias refers to the tendency for people to assign higher credibility to statements containing precise numbers; experiments show that subjects rated the credibility of "41.3%" significantly higher than "approximately 40%".71% similarUnverified评估基准测试质量的关键指标是假阳性率和假阴性率,理想基准应将两者控制在较低水平70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/931573API
curl https://kongchang.com/api/v1/knowledge/claims/931573MCP
get_claim(id=931573)