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ROCpAI

Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers

Bioconductor version: 3.23 · Package version: 1.24.0

The package analyzes the Curve ROC, identificates it among different types of Curve ROC and calculates the area under de curve through the method that is most accuracy. This package is able to standarizate proper and improper pAUC.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("ROCpAI")

Details

MaintainerJuan-Pedro Garcia <juanpedro.garcia4@um.es>
AuthorJuan-Pedro Garcia [aut, cre], Manuel Franco [aut], Juana-MarĂ­a Vivo [aut]
LicenseGPL-3
Bug Reportshttps://github.com/juanpegarcia/ROCpAI/tree/master/issues
Downloads rank235
Source branchRELEASE_3_23
biocViewsClassification, Software, StatisticalMethod

Documentation

Download

Dependencies

Depends: boot, SummarizedExperiment, fission, knitr, methods

Suggests: BiocStyle, knitr, rmarkdown