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ROCpAI

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

All versions

3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11

Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers

DOI: 10.18129/B9.bioc.ROCpAI

Bioconductor version: Release (3.23)

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")):

Juan-Pedro Garcia, Manuel Franco, Juana-María Vivo. ROCpAI: Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers. doi:10.18129/B9.bioc.ROCpAI, R package version 1.24.0, https://bioconductor.org/packages/ROCpAI.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") 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")

Details

Package Archives

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