Facility Locations Utility for Uncovering Classifier Overconfidence

Karsten Maurer, Walter Bennette

Assessing the predictive accuracy of black box classifiers is challenging in the absence of labeled test datasets. In these scenarios we may need to rely on a human oracle to evalu…