With this visualization technique the multi-dimensional space is mapped via a non-linear mapping into the two axes used for visualization: x1 and x2. It is not really possible to back out what, if any, behavior due to the combination of x1 and x2 in the graph is due to the variation of one, two, or multiple combinations of parameter values in the original function.