PRROC: computing and visualizing precision-recall and receiver operating characteristic curves in R

Grau, Jan; Große, Ivo; Keilwagen, Jens

doi:10.1093/bioinformatics/btv153

Public

PRROC: computing and visualizing precision-recall and receiver operating characteristic curves in R

Published in Bioinformatics • Mar 24, 2015

Authors:

Jan Grau

Ivo Große

Jens Keilwagen

Abstract

Abstract Summary: Precision-recall (PR) and receiver operating characteristic (ROC) curves are valuable measures of classifier performance. Here, we present the R-package PRROC, which allows for computing and visualizing both PR and ROC curves. In contrast to available R-packages, PRROC allows for c...

Subject

Receiver operating characteristic

Computer science

Plot (graphics)

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