Unverified50% confidenceSolutionExact time
A common nonconformity score definition in classification tasks is 1 minus the probability value corresponding to the true class in the softmax output, where a higher score indicates a more anomalous sample.
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSoftmax输出的概率值并不等同于真实的贝叶斯后验概率,而是被过度优化以拉开类别间距,导致预测概率系统性偏高74% similarUnverified结构化提示(角色设定+任务背景+约束条件+输出格式)能降低模型的解码不确定性,使 softmax 概率质量集中到预期输出区间71% similarUnverifiedIn zero-shot classification, the scores of all candidates sum to 1; the fewer the candidates, the larger the probability space available to each, so the threshold parameter needs to be calibrated individually based on the specific number of categories.70% similarUnverifiedAggregate metrics (such as multi-task average scores) have an inherent ability to dilute failures; when simpler tasks constitute the majority, the average score can mask significant degradation on a small number of high-difficulty tasks.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/949546API
curl https://kongchang.com/api/v1/knowledge/claims/949546MCP
get_claim(id=949546)