Overcoming Common Flaws in the Evaluation of Selective Classification Systems

Jeremias Traub, Till J. Bungert, Carsten T. Lüth +4

Selective Classification, wherein models can reject low-confidence predictions, promises reliable translation of machine-learning based classification systems to real-world scenari…