How to Install and Uninstall r-cran-unbalanced Package on Kali Linux

Last updated: May 04,2024

1. Install "r-cran-unbalanced" package

Please follow the step by step instructions below to install r-cran-unbalanced on Kali Linux


    
        
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                sudo apt update
            
                    
    
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            $
        

        
            
                sudo apt install
            
                        
                r-cran-unbalanced
            
                    
    
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2. Uninstall "r-cran-unbalanced" package

Learn how to uninstall r-cran-unbalanced on Kali Linux:


    
        
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                sudo apt remove
            
                        
                r-cran-unbalanced
            
                    
    
    Copied


    
        
            $
        

        
            
                sudo apt autoclean && sudo apt autoremove
            
                    
    
    Copied

3. Information about the r-cran-unbalanced package on Kali Linux

Package: r-cran-unbalanced
Version: 2.0-2
Installed-Size: 168
Maintainer: Debian R Packages Maintainers
Architecture: all
Depends: r-base-core (>= 4.1.1-2), r-api-4.0, r-cran-mlr, r-cran-foreach, r-cran-doparallel, r-cran-fnn, r-cran-rann
Suggests: r-cran-randomforest, r-cran-rocr
Size: 137976
SHA256: a2cc4ec31029d0b39baaded43bed7b4c0b18ad9d37c490ebec1ea5d3588b9220
SHA1: 126341235b371ac706375d9192e71cea05f951cc
MD5sum: 94c2395206de92ffde23d045b50be1b5
Description: GNU R racing for unbalanced methods selection
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.
Description-md5:
Homepage: https://cran.r-project.org/package=unbalanced
Section: gnu-r
Priority: optional
Filename: pool/main/r/r-cran-unbalanced/r-cran-unbalanced_2.0-2_all.deb