cs.DS, cs.LG, stat.ML

A Perfectly Truthful Calibration Measure

arXiv:2508.13100v3 Announce Type: replace-cross
Abstract: Calibration requires that predictions are conditionally unbiased and, therefore, reliably interpretable as probabilities. A calibration measure quantifies how far a predictor is from perfect ca…