Neyman-Pearson (NP) classification algorithms and NP receiver operating characteristics (NP-ROC)

Xin Tong, Yang Feng, Jingyi Jessica Li

In many binary classification applications such as disease diagnosis and spam detection, practitioners often face great needs to control type I errors (i.e., the conditional probab…