ClusterStability: Assessment of Stability of Individual Objects or Clusters in Partitioning Solutions

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Allows one to assess the stability of individual objects, clusters and whole clustering solutions based on repeated runs of the K-means and K-medoids partitioning algorithms.

Author
Etienne Lord, Matthieu Willems, Francois-Joseph Lapointe, and Vladimir Makarenkov
Date of publication
2016-02-08 23:52:27
Maintainer
Etienne Lord <m.etienne.lord@gmail.com>
License
GPL-3
Version
1.0.3

View on CRAN

Man pages

ClusterStability
Calculates the approximate stability score (_ST_) of...
ClusterStability_exact
Calculates the exact stability score (_ST_) for individual...
ClusterStability-package
Assessment of the stability of individual objects, clusters...
Kcombination
Kcombination returns the list of all possible combinations of...
Reorder
This function returns the ordering of a partitioning solution...
Stirling2nd
Stirling2nd function computes the Stirling numbers of the...
undocumented
Undocumented functions

Files in this package

ClusterStability
ClusterStability/src
ClusterStability/src/ClusterStability.cpp
ClusterStability/src/RcppExports.cpp
ClusterStability/NAMESPACE
ClusterStability/NEWS
ClusterStability/R
ClusterStability/R/ClusterStability.R
ClusterStability/R/RcppExports.R
ClusterStability/MD5
ClusterStability/DESCRIPTION
ClusterStability/man
ClusterStability/man/Reorder.Rd
ClusterStability/man/undocumented.Rd
ClusterStability/man/ClusterStability-package.Rd
ClusterStability/man/ClusterStability_exact.Rd
ClusterStability/man/Stirling2nd.Rd
ClusterStability/man/ClusterStability.Rd
ClusterStability/man/Kcombination.Rd