Efficient Minimal Learning Machines with Reject Option

Abstract

Reject option is a widely used technique to improve the reliability of classification algorithms. It consists on withholding the classification of an instance if the classification is not reliable enough. Variants of well known classification algorithms have been proposed on the past years with diverse applications. In this work, we propose two variants of… (More)
DOI: 10.1109/BRACIS.2016.078

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