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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

Scheme 2.

Scheme 2.

Graphical Feature Vector for Machine-Learning Applicationsa

aWhile more complicated feature vectors were examined (e.g., including nearest neighbor atom descriptors), none showed substantial improvement over this simple choice. See the Supporting Information for additional test cases.