Selecting the optimal number of components for a Gaussian mixture model
P. McKenzie, Michael D. Alder · 2002
We compare two approaches to determining the optimal number of component Gaussians to include in a Gaussian mixture model, the Akaike information criterion and the Rissanen (1989) minimum description length method.>