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. Author manuscript; available in PMC: 2020 Jun 15.
Published in final edited form as: J Phys Chem Lett. 2018 Apr 17;9(9):2235–2240. doi: 10.1021/acs.jpclett.8b00633

Table 1.

Performance and Transferability of the SVM Modela

OR51E1 OR1A1 OR2W1 MOR256–3
in vitro/SVM 2/4 7/18 2/5 5/10
hit rate 50% 39% 40% 50%
a

Numbers of in-vitro-validated and SVM-predicted agonists and corresponding hit rate for the four systems studied.