", we measure the classification performance in terms of various uncertainty ratios.
assuming the entire testing set S has size n and an uncertainty ratio r, we can remove the most uncertain samples S r from S based on the uncertainty ratio r, where the size of the uncertainty set S r is r • n. We assume the uncertain samples S r handed to domain experts achieve 100% accuracy.