How To Install r-cran-rose on Debian 12
Introduction
In this tutorial we learn how to install r-cran-rose on Debian 12.
What is r-cran-rose
r-cran-rose is:
Functions to deal with binary classification problems in the presence of imbalanced classes. Synthetic balanced samples are generated according to ROSE (Menardi and Torelli, 2013). Functions that implement more traditional remedies to the class imbalance are also provided, as well as different metrics to evaluate a learner accuracy. These are estimated by holdout, bootstrap or cross-validation methods.
There are three methods to install r-cran-rose 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-rose 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-rose using apt-get by running the following command:
sudo apt-get -y install r-cran-rose
Install r-cran-rose Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-rose using apt by running the following command:
sudo apt -y install r-cran-rose
Install r-cran-rose 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-rose using aptitude by running the following command:
sudo aptitude -y install r-cran-rose
How To Uninstall r-cran-rose on Debian 12
To uninstall only the r-cran-rose package we can use the following command:
sudo apt-get remove r-cran-rose
Uninstall r-cran-rose And Its Dependencies
To uninstall r-cran-rose and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-rose
Remove r-cran-rose Configurations and Data
To remove r-cran-rose configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-rose
Remove r-cran-rose configuration, data, and all of its dependencies
We can use the following command to remove r-cran-rose configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-rose
Dependencies
r-cran-rose have the following dependencies:
References
Summary
In this tutorial we learn how to install r-cran-rose package on Debian 12 using different package management tools: apt, apt-get and aptitude.
