nproc: Neyman-Pearson Receiver Operating Characteristics
Version 2.0.6

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.

AuthorYang Feng, Jessica Li and Xin Tong
Date of publication2017-03-04 17:12:32
MaintainerYang Feng <yang.feng@columbia.edu>
LicenseGPL-2
Version2.0.6
URL http://arxiv.org/abs/1608.03109
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("nproc")

Getting started

A demonstration of the nproc package

Popular man pages

compare: Compare two NP classification methods at different...
lines.nproc: Add NP-ROC curves to the current plot object.
npc: Calculate the Neyman-Pearson Classifier from a sample of...
nproc: Calculate the Neyman-Pearson Receiver Operating...
plot.nproc: Plot the nproc curve(s).
predict.npc: Predicting the outcome of a set of new observations using the...
rocCV: Calculate the Receiver Operating Characteristics with...
See all...

All man pages Function index File listing

Man pages

compare: Compare two NP classification methods at different...
lines.nproc: Add NP-ROC curves to the current plot object.
npc: Calculate the Neyman-Pearson Classifier from a sample of...
nproc: Calculate the Neyman-Pearson Receiver Operating...
plot.nproc: Plot the nproc curve(s).
predict.npc: Predicting the outcome of a set of new observations using the...
rocCV: Calculate the Receiver Operating Characteristics with...

Functions

classification.core Source code
compare Man page Source code
find.order Source code
getroc Source code
lines.nproc Man page Source code
npc Man page Source code
npc.core Source code
npc.split Source code
nproc Man page Source code
plot.nproc Man page Source code
pred.npc.core Source code
predict.npc Man page Source code
rocCV Man page Source code

Files

inst
inst/doc
inst/doc/nproc-demo.pdf
inst/doc/nproc-demo.Rmd
inst/doc/nproc-demo.R
NAMESPACE
R
R/rocCV.R
R/npc.R
R/nproc.R
R/predict.npc.R
R/lines.nproc.R
R/npfuns.R
R/plot.nproc.R
R/compare.R
vignettes
vignettes/nproc-demo.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
ChangeLog
man
man/rocCV.Rd
man/predict.npc.Rd
man/npc.Rd
man/plot.nproc.Rd
man/compare.Rd
man/nproc.Rd
man/lines.nproc.Rd
nproc documentation built on May 19, 2017, 7:01 p.m.

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