Machine Learning, Svm, Support Vector Machine, Data Science, Kernel.
already guessed, the way to make it work is to have the right kernel function. That way, we really don’t have to project the input data, or worry about storing infinite dimensions. A kernel function computes what the dot product would be if you had actually projected the data. The RBF kernel is