Probabilistic Lda, Gmm, Generative Model, Getting Started.
are weight, mean and covariance of k-th Gaussian show code Let y is a latent (hidden) class variable which represents the mean of a class/mixture in GMM. Now given this class variable y , probability of generating data sample x is given as: Where Φw represents within class covariance of the given