Exercise 5 a) Introduce the concept of Kernel and its use in SVM for classification. b) Consider the configuration of training data points (crosses for class 0 and circles for class 1) in the figure below and a scalar function (feature map) :R R such that the data become linearly separable after the map o has been applied. c) Relate the map o to a kernel