There are three major forms of information that get revealed after applying LDA on the bins: (1) the absolute value of the feature; (2) the difference of the importance score (associated with a given feature) among the bins for different perturbation values; (3) difference of the importance score (associated with a given feature) within a specific bin for different perturbation values. Using such information, we will give some predictions about our system in a manner that is commensurate with the physics of the system. Since these are system-based quantifications, there is no-one-sizefit all procedure, but the reader will get an idea of how to modify it for a specific problem.