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Bioconductor - ROCpAI

ROCpAI

This is the released version of ROCpAI; for the devel version, see ROCpAI.

Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers

Bioconductor version: Release (3.21)

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.

Author: Juan-Pedro Garcia [aut, cre], Manuel Franco [aut], Juana-María Vivo [aut]

Maintainer: Juan-Pedro Garcia <juanpedro.garcia4 at um.es>

Citation (from within R, enter citation("ROCpAI")): Installation

To install this package, start R (version "4.5") and enter:


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

BiocManager::install("ROCpAI")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("ROCpAI")
ROC Partial Area Indexes for evaluating classifiers HTML R Script Reference Manual PDF Details See More Package Archives

Follow Installation instructions to use this package in your R session.

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