Optimal Partitioning of Similarity Relations

Contains a set of algorithms for creating partitions and coverings of objects largely based on operations on (dis)similarity relations (or matrices). There are several iterative re-assignment algorithms optimizing different goodness-of-clustering criteria. In addition, there are covering algorithms 'clique' which derives maximal cliques, and 'maxpact' which creates a covering of maximally compact sets. Graphical analyses and conversion routines are also included.


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install.packages("optpart")

2.3-0 by David W. Roberts, 2 years ago


http://ecology.msu.montana.edu/labdsv/R


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


Authors: David W. Roberts <[email protected]>


Documentation:   PDF Manual  


Task views: Cluster Analysis & Finite Mixture Models


GPL (>= 2) license


Depends on cluster, labdsv, MASS, plotrix

Suggests tree


Suggested by labdsv.


See at CRAN