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mstknnclust (version 0.3.1)

MST-kNN Clustering Algorithm

Description

Implements the MST-kNN clustering algorithm which was proposed by Inostroza-Ponta, M. (2008) .

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Version

Install

install.packages('mstknnclust')

Monthly Downloads

286

Version

0.3.1

License

GPL-2

Maintainer

Jorge Parraga-Alava

Last Published

September 17th, 2020

Functions in mstknnclust (0.3.1)

dslanguages

Indo-European languages dataset
mst.knn

Performs the MST-kNN clustering algorithm
generate.mst

Generates a MST graph
compute.costs.proximity.graph

Computes the edge costs sum of a proximity graph
dsyeastexpression

Budding Yeast dataset
generate.intersections.mst.knn

Performs the intersections between MST y kNN graphs
generate.knn

Generates a kNN graph
generate.complete.graph

Generates a complete graph
only.single.graphs

Generates the solution when only singletons are yield
generate.results

Generates clustering results