Unverified50% confidenceFactExact time
The core capability emphasized officially by d1-ultra is calibrated probabilities, meaning the model's output probabilities should match actual occurrence frequencies.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe effectiveness of threshold functions is highly dependent on the calibration quality of the underlying model's output probabilities, where model calibration means that predicted probabilities should genuinely reflect the actual frequency of event occurrence.77% similarUnverifiedCalibration refers to the consistency between the probability estimates a model produces and the actual frequency of occurrence, and is commonly quantified using the Brier Score and calibration curves.76% similarUnverified精确数值计算是符号操作过程，需要遵循确定性规则，与基于统计概率的token预测机制存在根本性矛盾74% similarUnverifiedThe system fuses the predicted probabilities of the two validators to produce the final factor determination result.71% similarUnverifiedThe output of logistic regression is essentially a probability value, and the Naive Bayes classifier is built directly on Bayes' theorem.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1041404API
curl https://kongchang.com/api/v1/knowledge/claims/1041404MCP
get_claim(id=1041404)