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. Author manuscript; available in PMC: 2018 Oct 31.
Published in final edited form as: J Chem Theory Comput. 2016 Sep 6;12(10):4934–4946. doi: 10.1021/acs.jctc.6b00663

Table 2.

Root Mean Squared Errors (kcal/mol) of Training and Testing Sets for Proton Transfer Reaction of Glycine with Q2 Values (in Parentheses)b

training set testing set
20a 1.22 1.25 (0.971)
40 1.20 1.30 (0.969)
80 1.28 1.29 (0.970)
a

Number of configurations selected from each window for training. For the proton reaction of glycine the total number of samplings in the training set is the product of 25 and this number.

b

Ab initio QM/MM potential energies for the proton transfer reaction of glycine are predicted with QM/MM-NN. Three training sets with different sizes and one testing set are used.