Assessment of Stability of Individual Objects or Clusters in Partitioning Solutions

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.


News

NEWS/ChangeLog for ClusterStability 1.0.3 (08-02-2016)

FIXES

  • Changed the calculation function to obtain the Stirling numbers of the second kind. We now use the Stirling2 function of the R copula package.

NEWS/ChangeLog for ClusterStability 1.0.2 (14-10-2015)

FIXES

  • Changed the default number of replicates from 100 to 1000.

NEWS/ChangeLog for ClusterStability 1.0.1 (15-09-2015)

FIXES

  • Corrected the inclusion of a wrong Makevars version in the src directory which corrupted the package on some platforms.

Reference manual

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install.packages("ClusterStability")

1.0.3 by Etienne Lord, 3 years ago


Browse source code at https://github.com/cran/ClusterStability


Authors: Etienne Lord , Matthieu Willems , Francois-Joseph Lapointe , and Vladimir Makarenkov


Documentation:   PDF Manual  


GPL-3 license


Depends on Rcpp, clusterCrit, cluster, copula, WeightedCluster

Linking to Rcpp


See at CRAN