Question: why kernel is used in svm?
Answer: SVM Kernel Functions The function of kernel is to take data as input and transform it into the required form. Different SVM algorithms use different types of kernel functions. ... For example linear, nonlinear, polynomial, radial basis function (RBF), and sigmoid.