Unverified50% confidenceFactExact time
The validation pass rate p values used in the original text (0.99, 0.90, 0.75, 0.60) are illustrative, not measured data.
1
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50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
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Related Claims
UnverifiedEvidence-driven pre-improvement validation improved precision from 58.6% to 72.3%, and reduced unsupported objectives per round from 1.93 to 0.50.70% similarUnverifiedWith a sample size of 112 questions, the 95% confidence interval near 0.95 is approximately ±4 points, making it impossible to distinguish between scores of 0.94 and 0.92.70% similarUnverifiedIn the fixed-vector self-similarity experiment, when the offset goes from 0 to 1024, the mean of the raw scores always fluctuates within ±0.38, while the mean of the absolute values only drops from 3.17 to 3.02, a change of about 4%.69% similarUnverifiedIn a fraud detection task with a positive-to-negative sample ratio of 1:99, a model that predicts all samples as 'non-fraud' can still achieve 99% accuracy.68% similarUnverifiedDuring testing, cases emerged where a model claimed 95% confidence in a move but scored 0 points according to the evaluation criteria.68% similar
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