How To Install r-cran-unbalanced on Debian 12
Introduction
In this tutorial we learn how to install r-cran-unbalanced on Debian 12.
What is r-cran-unbalanced
r-cran-unbalanced is:
A dataset is said to be unbalanced when the class of interest (minority class) is much rarer than normal behaviour (majority class). The cost of missing a minority class is typically much higher that missing a majority class. Most learning systems are not prepared to cope with unbalanced data and several techniques have been proposed. This package implements some of most well-known techniques and propose a racing algorithm to select adaptively the most appropriate strategy for a given unbalanced task.
There are three methods to install r-cran-unbalanced 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-unbalanced 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-unbalanced using apt-get by running the following command:
sudo apt-get -y install r-cran-unbalanced
Install r-cran-unbalanced Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-unbalanced using apt by running the following command:
sudo apt -y install r-cran-unbalanced
Install r-cran-unbalanced 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-unbalanced using aptitude by running the following command:
sudo aptitude -y install r-cran-unbalanced
How To Uninstall r-cran-unbalanced on Debian 12
To uninstall only the r-cran-unbalanced package we can use the following command:
sudo apt-get remove r-cran-unbalanced
Uninstall r-cran-unbalanced And Its Dependencies
To uninstall r-cran-unbalanced and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-unbalanced
Remove r-cran-unbalanced Configurations and Data
To remove r-cran-unbalanced configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-unbalanced
Remove r-cran-unbalanced configuration, data, and all of its dependencies
We can use the following command to remove r-cran-unbalanced configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-unbalanced
Dependencies
r-cran-unbalanced have the following dependencies:
References
Summary
In this tutorial we learn how to install r-cran-unbalanced package on Debian 12 using different package management tools: apt, apt-get and aptitude.
