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r-prroc

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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) <doi:10.1145/1143844.1143874>; Keilwagen et al. (2014) <doi:10.1371/journal.pone.0092209>; Grau et al. (2015) <doi:10.1093/bioinformatics/btv153>.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-prroc

Usage Tracking

1.4
1.3.1
1.3
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Downloads (Last 6 months): 0

About

Summary

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) <doi:10.1145/1143844.1143874>; Keilwagen et al. (2014) <doi:10.1371/journal.pone.0092209>; Grau et al. (2015) <doi:10.1093/bioinformatics/btv153>.

Last Updated

Mar 20, 2025 at 09:01

License

GPL-3.0-only

Total Downloads

145.2K

Supported Platforms

noarch

Unsupported Platforms

linux-64 Last supported version: 1.3.1
win-64 Last supported version: 1.3.1
macOS-64 Last supported version: 1.3.1