Machine Learning, Svm, Convex Optimization, Lagrange Multiplier.
two classes. Imagine this line to be the line shown in the right figure. Let the black straight line and the dashed line be a sort of a street. And we want this street to be the widest as possible. Suppose we take a perpendicular to the street ω such that (u, ω) > C where u is any data point, b is