Nonparametric Uniform Inference in Binary Classification and Policy Values

Nan Liu, Yanbo Liu, Yuya Sasaki +1

We develop methods for nonparametric uniform inference in cost-sensitive binary classification, a framework that encompasses maximum score estimation, predicting utility maximizing…