Single-sample versus case-control sampling scheme for Positive Unlabeled data: the story of two scenarios

Jan Mielniczuk, Adam Wawrzeńczyk

In the paper we argue that performance of the classifiers based on Empirical Risk Minimization (ERM) for positive unlabeled data, which are designed for case-control sampling schem…