Facility Locations Utility for Uncovering Classifier Overconfidence

12 Oct 2018Karsten MaurerWalter 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 evaluate individual predictions; presenting the challenge to create query algorithms to guide the search for points that provide the most information about the classifier's predictive characteristics... (read more)

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