Computes the areas under the precision-recall (PR) and ROC curve for weighted (e.g., soft-labeled) and unweighted data. In contrast to other implementations, the interpolation between points of the PR curve is done by a non-linear piecewise function. In addition to the areas under the curves, the curves themselves can also be computed and plotted by a specific S3-method. References: Davis and Goadrich (2006) ; Keilwagen et al. (2014) ; Grau et al. (2015) .

Maintainer: Jan Grau <grau at informatik.uni-halle.de>

Author(s): Jan Grau and Jens Keilwagen

Install package and any missing dependencies by running this line in your R console:

install.packages("PRROC")

Depends
Imports
Suggests testthat, ggplot2
Enhances
Linking to
Reverse
depends
Reverse
imports
biospear, prcbench
Reverse
suggests
Reverse
enhances
Reverse
linking to

Package PRROC
Materials
URL
Task Views
Version 1.3
Published 2017-04-21
License GPL-3
BugReports
SystemRequirements
NeedsCompilation no
Citation
CRAN checks PRROC check results
Package source PRROC_1.3.tar.gz