Evaluating different approaches to calibrating conformal predictive systems

Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström

Abstract: Conformal predictive systems (CPSs) provide probability distributions for real-valued labels of test examples, rather than point predictions (as output by regular regression models) or confidence i...