Machine Learning, Svm, Convex Optimization, Lagrange Multiplier.
a constant or we can say that our decision rule is Now, there still can be multiple solution to this problem, so now we need constraints. Let our constraints be where x+ be our positive training examples and x− be our negative training examples Let there be a response variable y such that it is 1