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kpeaks

Determination of K Using Peak Counts of Features for Clustering

v1.1.0 · Feb 8, 2020 · GPL (>= 2)
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Description

The number of clusters (k) is needed to start all the partitioning clustering algorithms. An optimal value of this input argument is widely determined by using some internal validity indices. Since most of the existing internal indices suggest a k value which is computed from the clustering results after several runs of a clustering algorithm they are computationally expensive. On the contrary, the package 'kpeaks' enables to estimate k before running any clustering algorithm. It is based on a simple novel technique using the descriptive statistics of peak counts of the features in a data set.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following URLs which should use \doi (with the DOI name only):
  File ‘findk.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘findpolypeaks.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘genpolygon.Rd’:
    https://doi.org/10.24925/turjaf.v5i4.315-320.1056
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘kpeaks-package.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘plotpolygon.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘rmshoulders.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following URLs which should use \doi (with the DOI name only):
  File ‘findk.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘findpolypeaks.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘genpolygon.Rd’:
    https://doi.org/10.24925/turjaf.v5i4.315-320.1056
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘kpeaks-package.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘plotpolygon.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘rmshoulders.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
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Check History

        

          

            
              NOTE
              
                12 OK ·                 2 NOTE ·                 0 WARNING ·                 0 ERROR ·                 0 FAILURE              
              Mar 9, 2026
            
            

              

                

                  NOTE
                  r-devel-linux-x86_64-debian-clang
                

                
CRAN incoming feasibility

                
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following URLs which should use \doi (with the DOI name only):
  File ‘findk.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘findpolypeaks.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘genpolygon.Rd’:
    https://doi.org/1

              

              

                

                  NOTE
                  r-devel-linux-x86_64-debian-gcc
                

                
CRAN incoming feasibility

                
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following URLs which should use \doi (with the DOI name only):
  File ‘findk.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘findpolypeaks.Rd’:
    https://doi.org/10.17700/jai.2018.9.2.442
    https://doi.org/10.1109/IDAP.2018.8620896
  File ‘genpolygon.Rd’:
    https://doi.org/1

              

            

          

        

      


      
      

        
Reverse Dependencies (1)

        

          
imports

          

            inaparc
          

        

      


      
      

        
Dependency Network

        

          
            

            
            
            Dependencies
            
            Reverse dependencies

            

            
            

            

            
            
              
              inaparc
            

            
            
            kpeaks
          
        

      


      
      

        
Version History

        

          

            new
            1.1.0
            Mar 9, 2026