Figure P6.15 shows a data set that consists of nonlinearly separable positive and negative examples. Specifically, the decision boundary separating the positive from negative examples is an ellipse. Find the transformation that maps the input space into the feature space such that the positive and negative examples become linearly separable in the feature space