DavidHofmeyr/edfkmeans: Degrees of freedom and model selection for k-means clustering
Version 1.0

Uses a generalisation of Stein's lemma to approximate the effective degrees of freedom for kmeans. This is then used within BIC to select the number of clusters present in the data.

Getting started

Package details

AuthorDavid Hofmeyr <[email protected]> [aut, cre]
MaintainerDavid Hofmeyr <[email protected]>
LicenseGPL-3
Version1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("DavidHofmeyr/edfkmeans")
DavidHofmeyr/edfkmeans documentation built on Aug. 28, 2018, 11:11 p.m.