Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification

Andrés Corrada-Emmanuel

The evaluation of noisy binary classifiers on unlabeled data is treated as a streaming task: given a data sketch of the decisions by an ensemble, estimate the true prevalence of th…