Machine Learning, Svm, Convex Optimization, Lagrange Multiplier.
Formulation of primal and dual equations for SVM Basic Intuition Before we can understand the algorithm, we should understand some nice properties about the dot product of two vectors. Given x, y ∈ Rn, the dot product is defined by <x,y> = x_{1}y_{1} + x_{2}y_{2}….. + x_{n}y_{n} If we are in