Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering

Gilles Celeux, Marie-Laure Martin-Magniette, Cathy Maugis-Rabusseau +1

We compare two major approaches to variable selection in clustering: model selection and regularization. Based on previous results, we select the method of Maugis et al. (2009b), w…