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. Author manuscript; available in PMC: 2021 Mar 23.
Published in final edited form as: J Chem Inf Model. 2020 Mar 3;60(3):1290–1301. doi: 10.1021/acs.jcim.9b00721

Figure 3.

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.