Kernel Trick, Support Vector Machine, Svm, Machine Learning, Data Science.
is defined by the following equation: where d is the degree of the polynomial and x1 and x2 are vectors. Gaussian Kernel This kernel is an example of a radial basis function kernel. Below is the equation for this: The given sigma plays a very important role in the performance of the Gaussian kernel