How To Install r-cran-themis on Debian 12
Introduction
In this tutorial we learn how to install r-cran-themis on Debian 12.
What is r-cran-themis
r-cran-themis is:
A dataset with an uneven number of cases in each class is said to be unbalanced. Many models produce a subpar performance on unbalanced datasets. A dataset can be balanced by increasing the number of minority cases using SMOTE 2011 arXiv:1106.1813, BorderlineSMOTE 2005 doi:10.1007/11538059_91 and ADASYN 2008 https://ieeexplore.ieee.org/document/4633969. Or by decreasing the number of majority cases using NearMiss 2003 https://www.site.uottawa.ca/~nat/Workshop2003/jzhang.pdf or Tomek link removal 1976 https://ieeexplore.ieee.org/document/4309452.
There are three methods to install r-cran-themis 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-themis 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-themis using apt-get by running the following command:
sudo apt-get -y install r-cran-themis
Install r-cran-themis Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-themis using apt by running the following command:
sudo apt -y install r-cran-themis
Install r-cran-themis 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-themis using aptitude by running the following command:
sudo aptitude -y install r-cran-themis
How To Uninstall r-cran-themis on Debian 12
To uninstall only the r-cran-themis package we can use the following command:
sudo apt-get remove r-cran-themis
Uninstall r-cran-themis And Its Dependencies
To uninstall r-cran-themis and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-themis
Remove r-cran-themis Configurations and Data
To remove r-cran-themis configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-themis
Remove r-cran-themis configuration, data, and all of its dependencies
We can use the following command to remove r-cran-themis configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-themis
Dependencies
r-cran-themis have the following dependencies:
- r-base-core
- r-api-4.0
- r-cran-recipes
- r-cran-gower
- r-cran-lifecycle
- r-cran-dplyr
- r-cran-generics
- r-cran-purrr
- r-cran-rann
- r-cran-rlang
- r-cran-rose
- r-cran-tibble
- r-cran-withr
- r-cran-glue
- r-cran-hardhat
References
Summary
In this tutorial we learn how to install r-cran-themis package on Debian 12 using different package management tools: apt, apt-get and aptitude.
