ROCpAI

DOI: 10.18129/B9.bioc.ROCpAI  

Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers

Bioconductor version: Release (3.16)

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>

Installation

To install this package, start R (version "4.2") 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")

 

HTML	R Script	ROC Partial Area Indexes for evaluating classifiers
PDF		Reference Manual

Details

biocViews	Classification, Software, StatisticalMethod
Version	1.10.0
In Bioconductor since	BioC 3.11 (R-4.0) (3 years)
License	GPL-3
Depends	boot, SummarizedExperiment, fission, knitr, methods
Imports
LinkingTo
Suggests	BiocStyle, knitr, rmarkdown
SystemRequirements
Enhances
URL
BugReports	https://github.com/juanpegarcia/ROCpAI/tree/master/issues
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

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

Source Package	ROCpAI_1.10.0.tar.gz
Windows Binary	ROCpAI_1.10.0.zip (64-bit only)
macOS Binary (x86_64)	ROCpAI_1.10.0.tgz
macOS Binary (arm64)	ROCpAI_1.10.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/ROCpAI
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/ROCpAI
Bioc Package Browser	https://code.bioconductor.org/browse/ROCpAI/
Package Short Url	https://bioconductor.org/packages/ROCpAI/
Package Downloads Report	Download Stats