Optimum Reject Options for Prototype-based Classification

Lydia Fischer, Barbara Hammer, Heiko Wersing

We analyse optimum reject strategies for prototype-based classifiers and real-valued rejection measures, using the distance of a data point to the closest prototype or probabilisti…