Machine Learning, Svm, Convex Optimization, Lagrange Multiplier.
examples are represented by the black dots. Now what we need is a straight line between them. There can be multiple lines going through them but we don’t want it to be too close to the black point or the blue point. Hence, we want a line which is at the center of the minimum distance between the