As well as knowing how transformations behave and how they affect the data, a measure of model quality needed to be established and plotted against steps in the algorithm. To make this value more meaningful, the value that one aspires to reach was estimated and shown in the plot. Previous figures, as well as later ones, include this measure, which was calculated rather easily having got the correct solution, as described in above.