Unverified50% confidenceBenchmarkExact time
数值实验表明三项误差中score误差项占据主导，整体TV误差与score误差呈线性关系
1
Sources
50%
Confidence
Long-term
Relevance
7/15/2026
First Seen
Sources
Related Claims
Unverified测试误差可以分解为偏差的平方、方差和不可约噪声三个部分78% similarUnverified研究团队证明学习分布与真实分布之间的总变差距离可分解为初始化误差、Score误差和求解器离散化误差三项76% similarUnverified长链推理中每步的微小误差会被累积放大，学术界称为复合错误（compounding errors）问题74% similarUnverifiedTotal prediction error can be decomposed into bias² + variance + irreducible error.73% similarVerifiedThe generalization error of a model equals the squared bias plus variance plus irreducible noise.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/514886API
curl https://kongchang.com/api/v1/knowledge/claims/514886MCP
get_claim(id=514886)