Support Vector Machine, Kernel Trick, Svm, Soft Margin Svm, Kernel.
to maximize the sum of signed distance. Generally SVM works best for small and complex datasets while logistic regression can be used for bigger datasets. Often times logistic regression and SVM without any kernel will have the same performance . Hard Margin SVM In SVM, it is always assumed that