Support Vector Machine, Machine Learning.
function is concave, thus problem P3 is computationally easy to solve The optimal solution of alpha of P3 will give the values for w and b, and thereafter separating the hyperplane W^T*X=b can be determined. Lagrangian and dual for soft margin classifier:- As we know from the Soft margin