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MCSim

Determine the Optimal Number of Clusters

v1.0 · Oct 8, 2018 · GPL-2

Description

Identifies the optimal number of clusters by calculating the similarity between two clustering methods at the same number of clusters using the corrected indices of Rand and Jaccard as described in Albatineh and Niewiadomska-Bugaj (2011). The number of clusters at which the index attain its maximum more frequently is a candidate for being the optimal number of clusters.

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CRAN Check Status

5 NOTE
9 OK
Show all 14 flavors
Flavor Status
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 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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: ‘Ahmed N. Albatineh <aalbatineh@hsc.edu.kw>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Ahmed", "N."),
                      family = "Albatineh",
                      role = c("aut", "cre"),
                      email = "aalbatineh@hsc.edu.kw"),
               person(given = c("Meredith", "L."),
                      family = "Wilcox",
                      role = "aut"),
               person(given = "Bashar",
                      family = "Zogheib",
                      role = "aut"),
               person(given = "Magdalena",
                      family = "Niewiadomska-Bugaj",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ahmed N. Albatineh <aalbatineh@hsc.edu.kw>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Ahmed", "N."),
                      family = "Albatineh",
                      role = c("aut", "cre"),
                      email = "aalbatineh@hsc.edu.kw"),
               person(given = c("Meredith", "L."),
                      family = "Wilcox",
                      role = "aut"),
               person(given = "Bashar",
                      family = "Zogheib",
                      role = "aut"),
               person(given = "Magdalena",
                      family = "Niewiadomska-Bugaj",
                      role = "aut"))
as necessary.
OK 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

*


            
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
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

*


            

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ahmed N. Albatineh <aalbatineh@hsc.edu.kw>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Ahmed", "N."),
                      family = "Albatineh",
                      role = c("aut", "cre"),
                      email = "aalbatineh@hsc.edu.kw"),
               person(given = c("Meredith", "L."),
                      family = "Wilcox",
                      role = "aut"),
               person(given = "Bashar",
                  
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ahmed N. Albatineh <aalbatineh@hsc.edu.kw>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Ahmed", "N."),
                      family = "Albatineh",
                      role = c("aut", "cre"),
                      email = "aalbatineh@hsc.edu.kw"),
               person(given = c("Meredith", "L."),
                      family = "Wilcox",
                      role = "aut"),
               person(given = "Bashar",
                  
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies MASS CircStats MCSim

Version History

new 1.0 Mar 9, 2026