clustvarsel: A Package Implementing Variable Selection for Gaussian Model-Based Clustering in R

Finite mixture modeling provides a framework for cluster analysis based on parsimonious Gaussian mixture models. Variable or feature selection is of particular importance in situations where only a subset of the available variables provide clustering information. This enables the selection of a more...

Full description

Bibliographic Details
Main Authors: Luca Scrucca, Adrian E. Raftery
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2018-04-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2471