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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>.

copied from cf-staging / r-prroc

Installers

Info: This package contains files in non-standard labels.
  • noarch v1.3.1
  • linux-64 v1.3.1
  • win-64 v1.3.1
  • osx-64 v1.3.1

conda install

To install this package run one of the following:
conda install conda-forge::r-prroc
conda install conda-forge/label/cf201901::r-prroc
conda install conda-forge/label/cf202003::r-prroc
conda install conda-forge/label/gcc7::r-prroc

Description


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