Machine Learning, Svm, Convex Optimization, Lagrange Multiplier.
where the α’s and β’s are lagrange’s multiplier. We take the partial derivative and of this and to find the value for ω, α, β. Thus the primal equation for our SVM using the convex objective derived above is We can now see the dependence of our formulation on the dot products of <x_i,x_j>. We need