In addition to the main parts of the workflow described above, several additional useful tools exist. These include being able to calculate and plot each residue's score against its distance from a user defined site of interest, or in the case of binary classification, whether each interaction appears to strengthen or weaken a given conformational state. Here, we will demonstrate the application of this package to several well characterized biomolecular systems, in order to evaluate the performance of the approaches available within KIF with respect to available experimental data, and demonstrate some of the insights that are possible to obtain from this software package.