Exact characterization of ε-Safe Decision Regions for exponential family distributions and Multi Cost SVM approximation

Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene +1

Probabilistic guarantees on the prediction of data-driven classifiers are necessary to define models that can be considered reliable. This is a key requirement for modern machine l…