Draw two diagrams: one with a set of 2-dimensional data points of two classes for which a linear classifier would be a good solution, and one where a non-linear classifier would be the better choice. For the non-linear classifier in input space example, draw a diagram to make the linear classification in feature space by applying a kernel mapping method.