Package: monoClust 1.2.1

monoClust: Perform Monothetic Clustering with Extensions to Circular Data

Implementation of the Monothetic Clustering algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on continuous data sets. A lot of extensions are included in the package, including applying Monothetic clustering on data sets with circular variables, visualizations with the results, and permutation and cross-validation based tests to support the decision on the number of clusters.

Authors:Tan Tran [aut, cre], Brian McGuire [aut], Mark Greenwood [aut]

monoClust_1.2.1.tar.gz
monoClust_1.2.1.zip(r-4.5)monoClust_1.2.1.zip(r-4.4)monoClust_1.2.1.zip(r-4.3)
monoClust_1.2.1.tgz(r-4.4-any)monoClust_1.2.1.tgz(r-4.3-any)
monoClust_1.2.1.tar.gz(r-4.5-noble)monoClust_1.2.1.tar.gz(r-4.4-noble)
monoClust_1.2.1.tgz(r-4.4-emscripten)monoClust_1.2.1.tgz(r-4.3-emscripten)
monoClust.pdf |monoClust.html✨
monoClust/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/vinhtantran/monoclust/issues

On CRAN:

circular-variablesclustersggplot2monotheticplotvisualization

16 exports 1 stars 1.02 score 42 dependencies 1 dependents 7 scripts 271 downloads

Last updated 4 years agofrom:5af33230c1. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:%cd-%%cd+%%cr-%%cr+%as_MonoClustcirc_distcv.testggcvggpcpinertia_calcis_MonoClustmedoidMonoClustperm.testtodegtorad

Dependencies:cliclustercodetoolscolorspacecpp11doParalleldplyrfansifarverforeachgenericsggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepermutepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr