Support Vector Machine, Kernel Trick, Svm, Soft Margin Svm, Kernel.
hand side image), there can be any number of possible hyperplanes that separates the two classes. But out of these, which is the most optimal one? According to SVM, we would always want to go ahead with a maximum margin classifier (Margin is the distance between the 2 dotted lines). So our