Figure 3.

Method for generating the average charge features. First, the reactant molecules are collected and charges are computed for all atoms. For each atom in all of these reactants, atoms with equivalent connectivity are aggregated and their partial charges averaged. Mean charges are used for all atoms of each respective type in machine learning.