Precision-Recall and ROC Curves for Weighted and Unweighted Data

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) .


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("PRROC")

1.3 by Jan Grau, 7 months ago


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


Authors: Jan Grau and Jens Keilwagen


Documentation:   PDF Manual  


GPL-3 license


Suggests testthat, ggplot2


Imported by biospear, prcbench.


See at CRAN