Left picture is showing that the vector data can not be separated by a linear line. but after You are using some basis function $\phi (x)$. it transforms to the right picture.I kind of understand the basic concept but not exactly understand how(mathematically) it transformed to the right picture.
anyone knows about this topic? any other resource will be good. I'm not sure how to search about this topic.