Positive and Unlabeled Data: Model, Estimation, Inference, and Classification

Siyan Liu, Chi-Kuang Yeh, Xin Zhang +2

This study introduces a new approach to addressing positive and unlabeled (PU) data through the double exponential tilting model (DETM). Traditional methods often fall short becaus…