Augmented prediction of a true class for Positive Unlabeled data under selection bias

Jan Mielniczuk, Adam Wawrzeńczyk

We introduce a new observational setting for Positive Unlabeled (PU) data where the observations at prediction time are also labeled. This occurs commonly in practice -- we argue t…