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.

Package details

AuthorTan Tran [aut, cre] (<>), Brian McGuire [aut], Mark Greenwood [aut] (<>)
MaintainerTan Tran <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the monoClust package in your browser

Any scripts or data that you put into this service are public.

monoClust documentation built on Feb. 15, 2021, 5:07 p.m.