Unverified50% confidenceFactExact time
The trade-off between false positive rate and false negative rate is essentially the classic trade-off between Type I errors and Type II errors in statistics.
1
Sources
50%
Confidence
Long-term
Relevance
8/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedInference methods based on model internal features face a trade-off between false positives and false negatives71% similarUnverified当初始判断系统存在系统性偏差时,基于同类逻辑构建的复核系统会重复同样的错误,这被称为同质化错误问题70% similarUnverified数据泄漏是因意外引入测试集信息而导致模型评估虚高的陷阱,常见形式包括在划分数据集之前就对全量数据做标准化或使用时间上因果倒置的特征68% similarUnverified评估分数依赖测试数据集,数据集随业务变化会导致评分漂移,使历史横向比较产生误导67% similarUnverified跟踪误差是衡量基金实际收益与其基准指数收益之间偏差程度的核心指标66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/825746API
curl https://kongchang.com/api/v1/knowledge/claims/825746MCP
get_claim(id=825746)