Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction

Johan Hallberg Szabadváry, Tuwe Löfström, Ulf Johansson +3

Machine learning (ML) models always make a prediction, even when they are likely to be wrong. This causes problems in practical applications, as we do not know if we should trust a…