Ontology highlight
ABSTRACT: Availability and implementation
Precrec is licensed under GPL-3 and freely available from CRAN (https://cran.r-project.org/package=precrec). It is implemented in R with C?++.Contact
takaya.saito@ii.uib.noSupplementary information: Supplementary data are available at Bioinformatics online.
SUBMITTER: Saito T
PROVIDER: S-EPMC5408773 | biostudies-literature | 2017 Jan
REPOSITORIES: biostudies-literature
Saito Takaya T Rehmsmeier Marc M
Bioinformatics (Oxford, England) 20160901 1
The precision-recall plot is more informative than the ROC plot when evaluating classifiers on imbalanced datasets, but fast and accurate curve calculation tools for precision-recall plots are currently not available. We have developed Precrec, an R library that aims to overcome this limitation of the plot. Our tool provides fast and accurate precision-recall calculations together with multiple functionalities that work efficiently under different conditions.<h4>Availability and implementation</ ...[more]