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The Exceedance Design Effect: Effective Sample Size for Thresholds under Clustering
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Research demonstrates that clustered calibration data inflates effective sample sizes, undermining safety filter and conformal thresholds.
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