Machine Learning, Svm, Loss Function, Data Science.
regularization. Depending on the value of ‘C’ that we choose, we can have a hard margin classifier and a soft margin classifier. If C is chosen to be sufficiently small such that the second term in the total cost can be ignored, then we call this a hard-margin classifier. In such case we minimize