Probabilistic Lda, Gmm, Generative Model, Getting Started.
are from same class. LDA will project the images into a subspace obtained from training data and hence will not be optimal. Thus we need a model which is more flexible in finding the optimal direction of projections. One way to address this problem is to use probabilistic approach unlike LDA which