Machine Learning, Svm, Convex Optimization, Lagrange Multiplier.
exactly on the line L, including when x is the zero vector. This often used as a decision rule in many classification problems. In the figure on the right we can see that x = a + b, and thus a is the projection of x onto ω. The length of a is exactly the dot product <x,ω>. Formulation of