In essence, the kernel function is a mathematical trick that allows the SVM to perform a 'two-dimensional' classification of a set of originally one-dimensional data. In general, a kernel function ...

Four support vector machine (SVM) classifiers compared graphically ... The graphics are easy to visualize because the Iris classification data set is low-dimensional to begin with and we ...