Unverified50% confidenceFactExact time
The AUC for distinguishing requirement items from non-requirement items using wording text alone is 0.664, defining the performance ceiling achievable without relying on formatting cues.
1
Sources
50%
Confidence
Long-term
Relevance
10/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPR-AUC 相比 ROC-AUC 不会被大量负样本的正确分类所稀释，更适合稀有事件检测场景62% similarUnverifiedIf the standard output deviates from the declared baseline by more than a defined threshold (ε), the claim is flagged as unverified.59% similarUnverifiedThe certified score only guarantees that the construction satisfies the constraints and that the score is computed correctly; it does not guarantee global optimality, nor does it provide information on relative superiority versus other methods.58% similarUnverifiedThe 0.80 kappa threshold on the calibration set should be adjusted in light of the business's tolerance for false rejections and false releases, but once chosen, it should be verified on the holdout set rather than merely achieved on the calibration set.57% similarUnverifiedThe principle of least privilege requires that each user or service be granted only the minimum permissions necessary to complete a specific task, and in practice must be implemented in conjunction with RBAC, ABAC, and regular permission audits.57% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1084067API
curl https://kongchang.com/api/v1/knowledge/claims/1084067MCP
get_claim(id=1084067)