Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled Data

Farid Bagirov, Dmitry Ivanov, Aleksei Shpilman

When dealing with binary classification of data with only one labeled class data scientists employ two main approaches, namely One-Class (OC) classification and Positive Unlabeled…