solvation free energy of each form of the molecule. Thus, we calculate features to describe the micro-transition using the protonated and deprotonated forms of the molecule in gas and aqueous phase. Using OpenEye Toolkits we calculate a total of ten features for each transition, some for each form of the molecule and some taking differences in properties between the two forms.