Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score

Stefan Haas, Luca Killmaier, Alireza Javanmardi +1

Ordinal classification (OC) arises in high-stakes domains such as medicine and finance, where uncertainty quantification must account for the severity of ordinal errors. Conformal…