Choosing the number of clusters in a finite mixture model using an exact Integrated Completed Likelihood criterion

Marco Bertoletti, Nial Friel, Riccardo Rastelli

The integrated completed likelihood (ICL) criterion has proven to be a very popular approach in model-based clustering through automatically choosing the number of clusters in a mi…