A Framework for Cluster and Classifier Evaluation in the Absence of Reference Labels

Robert J. Joyce, Edward Raff, Charles Nicholas

In some problem spaces, the high cost of obtaining ground truth labels necessitates use of lower quality reference datasets. It is difficult to benchmark model performance using th…