Support Vector Machine, Kernel Trick, Svm, Soft Margin Svm, Kernel.
The choice of kernel depends on the nature of data and result we are oriented to. The linear kernel is used when the data is roughly linearly separable. It is the most simplest kernel function and computes the dot product of two points. The polynomial kernel is more powerful than linear kernel. It