Machine Learning, Svm, Support Vector Machine, Data Science, Kernel.
Remember the primary goal of projecting the data was to put the hyperplane-finding superpowers of SVMs to use. When you map it back to the original space, the separating boundary is not a line anymore. This is also true for the margin and support vectors. As far as our visual intuition goes, they