If I have a dataset, how can I prove that this dataset has a nature of Gaussian Mixture Model GMM?

Usually most of the work in the literature of Expectation-Maximization suppose the input dataset has nature of GMM, but I could not find one which proves that a dataset has GMM distribution before...

13 November 2013 1,759 21 View