How To Install r-cran-rose on Ubuntu 22.04
Introduction
In this tutorial we learn how to install r-cran-rose
on Ubuntu 22.04.
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 Ubuntu 22.04. 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 Ubuntu. 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 Ubuntu 22.04
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 Ubuntu 22.04, 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 Ubuntu 22.04 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
References
Summary
In this tutorial we learn how to install r-cran-rose
package on Ubuntu 22.04 using different package management tools: apt
, apt-get
and aptitude
.