mariarizzo/kgroups: K-Groups Clustering by Energy Distance

K-groups implements energy clustering for a specified number k classes by energy distance criterion, analogous to the k classes of the k-means algorithm. K-groups is based on a characterization of equality of distributions; thus k-groups separates clusters based on all types of differences in distributions, which is more general than k-means, which is based only on differences in means.

Getting started

Package details

Maintainer
LicenseGPL(>=2.0)
Version0.2.1
URL https://github.com/mariarizzo/kgroups
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mariarizzo/kgroups")
mariarizzo/kgroups documentation built on Aug. 5, 2018, 1:04 a.m.