Quantification under prior probability shift: the ratio estimator and its extensions

Afonso Fernandes Vaz, Rafael Izbicki, Rafael Bassi Stern

The quantification problem consists of determining the prevalence of a given label in a target population. However, one often has access to the labels in a sample from the training…