Sep 18, 2024
plenty of evidence for example https://www.diva-portal.org/smash/get/diva2:1603345/FULLTEXT01.pdf
Also it is unimportant to understand that VennABERs has validity guarantees - guarantees that it will calibrate classifier, whilst none of the alternatives have any guarantees. Platt’s scaler is based on restrictive assumptions (check beta calibration paper to see what they are) and isotonic regression overfits especially on smaller datasets