Supplementary Material for " On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve "

Neural Information Processing Systems 

The solid curve in the top panel is the optimal ROC curve. The dashed straight line in the bottom panel is the linear piece that can not be recovered by the weighted method directly. However, after connecting the points linearly, the optimal ROC curve can be recovered.