Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data

Masahiro Kato, Liyuan Xu, Gang Niu +1

We consider a problem of learning a binary classifier only from positive data and unlabeled data (PU learning) and estimating the class-prior in unlabeled data under the case-contr…