How To Install r-cran-cutpointr on Debian 12
Introduction
In this tutorial we learn how to install r-cran-cutpointr on Debian 12.
What is r-cran-cutpointr
r-cran-cutpointr is:
Classification Tasks Estimate cutpoints that optimize a specified metric in binary classification tasks and validate performance using bootstrapping. Some methods for more robust cutpoint estimation are supported, e.g. a parametric method assuming normal distributions, bootstrapped cutpoints, and smoothing of the metric values per cutpoint using Generalized Additive Models. Various plotting functions are included. For an overview of the package see Thiele and Hirschfeld (2020) arXiv:2002.09209.
There are three methods to install r-cran-cutpointr on Debian 12. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.
Install r-cran-cutpointr Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install r-cran-cutpointr using apt-get by running the following command:
sudo apt-get -y install r-cran-cutpointr
Install r-cran-cutpointr Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-cutpointr using apt by running the following command:
sudo apt -y install r-cran-cutpointr
Install r-cran-cutpointr Using aptitude
If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude using the following command.
sudo aptitude update
After updating apt database, We can install r-cran-cutpointr using aptitude by running the following command:
sudo aptitude -y install r-cran-cutpointr
How To Uninstall r-cran-cutpointr on Debian 12
To uninstall only the r-cran-cutpointr package we can use the following command:
sudo apt-get remove r-cran-cutpointr
Uninstall r-cran-cutpointr And Its Dependencies
To uninstall r-cran-cutpointr and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-cutpointr
Remove r-cran-cutpointr Configurations and Data
To remove r-cran-cutpointr configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-cutpointr
Remove r-cran-cutpointr configuration, data, and all of its dependencies
We can use the following command to remove r-cran-cutpointr configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-cutpointr
Dependencies
r-cran-cutpointr have the following dependencies:
- r-base-core
- r-api-4.0
- r-cran-gridextra
- r-cran-foreach
- r-cran-dplyr
- r-cran-tidyselect
- r-cran-tidyr
- r-cran-purrr
- r-cran-tibble
- r-cran-ggplot2
- r-cran-rcpp
- r-cran-rlang
- libc6
- libgcc-s1
- libstdc++6
References
Summary
In this tutorial we learn how to install r-cran-cutpointr package on Debian 12 using different package management tools: apt, apt-get and aptitude.
