Support Vector Machine, Kernel Trick, Svm, Soft Margin Svm, Kernel.
takes low-dimensional input space and transforms it into a higher dimensional space such that it converts the nonseparable data to separable data. This is done by using a kernel function, which is a mathematical function that measures the similarity between two data points. This Kernel trick is