Improving Model Choice in Classification: An Approach Based on Clustering of Covariance Matrices

David Rodríguez-Vítores, Carlos Matrán

This work introduces a refinement of the Parsimonious Model for fitting a Gaussian Mixture. The improvement is based on the consideration of clusters of the involved covariance mat…