title: A simple explanation of what is LDA Classification
body: <p>I am finding it hard to understand the process of Linear discriminant analysis (LDA), and I was wondering if someone could explained it with a simple step by step process in English. I understand LDA is closely related to principal component analysis (PCA). but I have no idea how it gives all the probabilities with a grate precision. And how the training data is related to the actual dataset. I have refer few documents and i don't get much idea. It make more confusing and complicated.</p>