Unverified50% confidenceFactExact time
The level of probe accuracy reflects the degree of linear separability of the information, not whether the model intentionally represents the concept.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe overconfidence of a model answering directly while skipping retrieval is technically referred to as miscalibration, meaning there is a systematic deviation between confidence and actual accuracy.76% similarUnverifiedDenser relevance judgments reduce the probability that correct results retrieved by a model are mistakenly judged as irrelevant, thereby improving evaluation reliability.75% similarVerified若用含测试集的全量数据计算均值和标准差,会导致预处理泄漏,使评估指标虚高,无法真实反映模型泛化能力75% similarUnverifiedWhen measurement instruments have systematic biases, the conclusions drawn may be misleading no matter how sophisticated the statistical methods are.74% similarUnverifiedIn machine learning evaluation, precision and recall often have a trade-off relationship, and increasing recall typically leads to more genuine products being misclassified.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/940990API
curl https://kongchang.com/api/v1/knowledge/claims/940990MCP
get_claim(id=940990)