Reject Inference Fallacies

Abstract

Inferring the performance of rejects with a reject inference model built on the approved provides no new information. Nevertheless, a model built on just those approved already extrapolates quite well in the reject region. To check if there are limitations, we devise a RI test to determine if a broader approved population is needed for development.