Neyman-Pearson Receiver Operating Characteristics

Given a sample of class 0 and class 1 and a classification method, the package generates the corresponding Neyman-Pearson classifier with a pre-specified type-I error control and Neyman-Pearson Receiver Operating Characteristics.


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install.packages("nproc")

2.0.6 by Yang Feng, 4 months ago


http://arxiv.org/abs/1608.03109


Browse source code at https://github.com/cran/nproc


Authors: Yang Feng, Jessica Li and Xin Tong


Documentation:   PDF Manual  


GPL-2 license


Imports glmnet, e1071, randomForest, MASS, parallel, ada, stats, graphics, ROCR, tree

Suggests knitr, rmarkdown


See at CRAN