How To Install R-AUC on Fedora 36

In this tutorial we learn how to install R-AUC in Fedora 36. R-AUC is Threshold independent performance measures for probabilistic classifiers

Introduction

In this tutorial we learn how to install R-AUC on Fedora 36.

What is `R-AUC`

This package includes functions to compute the area under the curve of selected measures under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). The curves can also be visualized. Support for partial areas is

We can use yum or dnf to install R-AUC on Fedora 36. In this tutorial we discuss both methods but you only need to choose one of method to install R-AUC.

Install R-AUC on Fedora 36 Using dnf

Update yum database with dnf using the following command.

sudo dnf makecache --refresh

After updating yum database, We can install R-AUC using dnf by running the following command:

sudo dnf -y install R-AUC

Install R-AUC on Fedora 36 Using yum

Update yum database with yum using the following command.

sudo yum makecache --refresh

After updating yum database, We can install R-AUC using yum by running the following command:

sudo yum -y install R-AUC

How To Uninstall R-AUC on Fedora 36

To uninstall only the R-AUC package we can use the following command:

sudo dnf remove R-AUC

R-AUC Package Contents on Fedora 36

/usr/share/R/library/AUC
/usr/share/R/library/AUC/DESCRIPTION
/usr/share/R/library/AUC/INDEX
/usr/share/R/library/AUC/Meta
/usr/share/R/library/AUC/Meta/Rd.rds
/usr/share/R/library/AUC/Meta/data.rds
/usr/share/R/library/AUC/Meta/features.rds
/usr/share/R/library/AUC/Meta/hsearch.rds
/usr/share/R/library/AUC/Meta/links.rds
/usr/share/R/library/AUC/Meta/nsInfo.rds
/usr/share/R/library/AUC/Meta/package.rds
/usr/share/R/library/AUC/NAMESPACE
/usr/share/R/library/AUC/NEWS
/usr/share/R/library/AUC/R
/usr/share/R/library/AUC/R/AUC
/usr/share/R/library/AUC/R/AUC.rdb
/usr/share/R/library/AUC/R/AUC.rdx
/usr/share/R/library/AUC/data
/usr/share/R/library/AUC/data/churn.RData
/usr/share/R/library/AUC/help
/usr/share/R/library/AUC/help/AUC-package.html
/usr/share/R/library/AUC/help/AUC.html
/usr/share/R/library/AUC/help/AUC.rdb
/usr/share/R/library/AUC/help/AUC.rdx
/usr/share/R/library/AUC/help/AUCNews.html
/usr/share/R/library/AUC/help/AnIndex
/usr/share/R/library/AUC/help/accuracy.html
/usr/share/R/library/AUC/help/aliases.rds
/usr/share/R/library/AUC/help/auc.html
/usr/share/R/library/AUC/help/churn.html
/usr/share/R/library/AUC/help/paths.rds
/usr/share/R/library/AUC/help/plot.AUC.html
/usr/share/R/library/AUC/help/roc.html
/usr/share/R/library/AUC/help/sensitivity.html
/usr/share/R/library/AUC/help/specificity.html
/usr/share/R/library/AUC/html
/usr/share/R/library/AUC/html/00Index.html
/usr/share/R/library/AUC/html/AUC-package.html
/usr/share/R/library/AUC/html/AUCNews.html
/usr/share/R/library/AUC/html/R.css
/usr/share/R/library/AUC/html/accuracy.html
/usr/share/R/library/AUC/html/auc.html
/usr/share/R/library/AUC/html/churn.html
/usr/share/R/library/AUC/html/plot.AUC.html
/usr/share/R/library/AUC/html/roc.html
/usr/share/R/library/AUC/html/sensitivity.html
/usr/share/R/library/AUC/html/specificity.html

References

R-AUC website

Summary

In this tutorial we learn how to install R-AUC on Fedora 36 using yum and [dnf]((/fedora/36/dnf/).