Support Vector Machine, Kernel Trick, Svm, Soft Margin Svm, Kernel.
on either side as π+ and π-. π+ is the hyperplane parallel to π which intersects the first positive point and π- is the hyperplane parallel to π which intersects the first negative point. These intersecting points are also called as support vectors. Why do we need to maximize the margin? We said