Probabilistic Lda, Gmm, Generative Model, Getting Started.
discussed above. Maximising likelihood of this model with respect to parameters {πₖ, μₖ, Φw} recovers the standard LDA projections. But, in order to handle classes not seen during training we need to modify prior and make it continuous where y can take any real values generated from the