Explain in simple words ,diagrams and simple example how the Fisher Linear Discriminant Dimension reduction method is helpful in dimension reduction.Show how dimension reduction is taking place using LDA in Pattern Recognition subject.

What are the steps to calculate LDA please explain clearly with easiest example,diagram and explanation.