syuanuvt/CKM: Cardinality KM - simultaneous clustering and variable selection

The package implements Cardinality KMeans algorithm, an efficient and accurate method to perform simultaneous clustering and variable selection. The package includes functions to automatically determine the number of clusters and signaling variables, while offering great flexibility for users to pre-determine one or both of the parameters. A plotting function is also included to visualize the results of CKM

Getting started

Package details

AuthorShuai Yuan
MaintainerShuai Yuan <s.yuan@tilburguniversity.edu>
LicenseGPL-3
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("syuanuvt/CKM")
syuanuvt/CKM documentation built on Dec. 1, 2022, 9:06 p.m.