Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
of a GMM — described by the EM algorithm. Let’s define a crucial quantity that will allow us to write the equations in a compact form. Responsibilities (the E step) As seen before, the GMM is built over the composition of other simple Gaussian distributions. The amount of contribution of each