Sampling a Longer Life: Binary versus One-class classification Revisited

Colin Bellinger, Shiven Sharma, Osmar R. Zaïane, Nathalie Japkowicz. Sampling a Longer Life: Binary versus One-class classification Revisited. In First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia. Volume 74 of Proceedings of Machine Learning Research, pages 64-78, PMLR, 2017. [doi]