AUC: Threshold independent performance measures for probabilistic classifiers.
Version 0.3.0

This package includes functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). The curves can also be visualized. Support for partial areas is provided.

AuthorMichel Ballings and Dirk Van den Poel
Date of publication2013-09-30 17:41:33
MaintainerMichel Ballings <Michel.Ballings@UGent.be>
LicenseGPL (>= 2)
Version0.3.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("AUC")

Getting started

Package overview

Popular man pages

accuracy: Compute the accuracy curve.
auc: Compute the area under the curve of a given performance...
AUCNews: Display the NEWS file
AUC-package: Threshold independent performance measures for probabilistic...
churn: Churn data
plot.AUC: Plot the sensitivity, specificity, accuracy and roc curves.
sensitivity: Compute the sensitivity curve.
See all...

All man pages Function index File listing

Man pages

accuracy: Compute the accuracy curve.
auc: Compute the area under the curve of a given performance...
AUCNews: Display the NEWS file
AUC-package: Threshold independent performance measures for probabilistic...
churn: Churn data
plot.AUC: Plot the sensitivity, specificity, accuracy and roc curves.
roc: Compute the receiver operating characteristic (ROC) curve.
sensitivity: Compute the sensitivity curve.
specificity: Compute the specificity curve.

Functions

AUC Man page
AUC-package Man page
AUCNews Man page Source code
accuracy Man page Source code
auc Man page Source code
churn Man page
confusionMatrix Source code
onAttach Source code
plot.AUC Man page Source code
roc Man page Source code
sensitivity Man page Source code
specificity Man page Source code

Files

inst
inst/NEWS
NAMESPACE
data
data/churn.RData
R
R/plot.R
R/AUCNews.R
R/auxiliary.R
R/measures.R
R/zzz.R
R/auc.R
MD5
DESCRIPTION
man
man/AUC-package.Rd
man/accuracy.Rd
man/sensitivity.Rd
man/churn.Rd
man/auc.Rd
man/specificity.Rd
man/AUCNews.Rd
man/plot.AUC.Rd
man/roc.Rd
AUC documentation built on May 19, 2017, 11:31 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.