How To Install r-cran-dbscan on Debian 12
Introduction
In this tutorial we learn how to install r-cran-dbscan on Debian 12.
What is r-cran-dbscan
r-cran-dbscan is:
Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms provides a fast reimplementation of several density- based algorithms of the DBSCAN family for spatial data. Includes the clustering algorithms DBSCAN (density-based spatial clustering of applications with noise) and HDBSCAN (hierarchical DBSCAN), the ordering algorithm OPTICS (ordering points to identify the clustering structure), and the outlier detection algorithm LOF (local outlier factor). The implementations use the kd-tree data structure (from library ANN) for faster k-nearest neighbor search. An R interface to fast kNN and fixed-radius NN search is also provided. Hahsler, Piekenbrock and Doran (2019) doi:10.18637/jss.v091.i01.
There are three methods to install r-cran-dbscan 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-dbscan 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-dbscan using apt-get by running the following command:
sudo apt-get -y install r-cran-dbscan
Install r-cran-dbscan Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-dbscan using apt by running the following command:
sudo apt -y install r-cran-dbscan
Install r-cran-dbscan 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-dbscan using aptitude by running the following command:
sudo aptitude -y install r-cran-dbscan
How To Uninstall r-cran-dbscan on Debian 12
To uninstall only the r-cran-dbscan package we can use the following command:
sudo apt-get remove r-cran-dbscan
Uninstall r-cran-dbscan And Its Dependencies
To uninstall r-cran-dbscan and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-dbscan
Remove r-cran-dbscan Configurations and Data
To remove r-cran-dbscan configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-dbscan
Remove r-cran-dbscan configuration, data, and all of its dependencies
We can use the following command to remove r-cran-dbscan configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-dbscan
Dependencies
r-cran-dbscan have the following dependencies:
References
Summary
In this tutorial we learn how to install r-cran-dbscan package on Debian 12 using different package management tools: apt, apt-get and aptitude.