LDA

Preliminaries linear algebra inner multiplication projection Idea of Fisher linear discriminant1 ‘Least-square method’ in classification can only deal with a small set of tasks. That is because it was designed for the regression task. Then we come to the famous Fisher linear discriminant. This method is also discriminative for it gives directly the class to which the input \(\mathbf{x}\) belongs. Assuming that the linear function \[ y=\mathbf{w}^T\mathbf{x}+w_0\tag{1} \]...