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. Author manuscript; available in PMC: 2020 Jun 24.
Published in final edited form as: J Chem Inf Model. 2019 May 8;59(6):3018–3035. doi: 10.1021/acs.jcim.9b00210

Table 6.

Average percent correct scores from the 5-fold k validation across the eight ligand sets when targeting the different metrics for the ML reweighting protocol

Objective function <<<PC>S>5>8, GAX18 <<<PC>S>5>8, SX18
original weights 0.69 0.64
<PC>S 0.75 0.74
R 0.75 0.75
RMSE 0.73 0.72