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. 2022 Jun 14;13(25):7594–7603. doi: 10.1039/d2sc02925a

Average MAEs of all SVR, KRR, and GPR models.

Feature subset MAE/kcal mol−1
Train Test Literature
UFF MA 0.98 1.02 1.68
AM1 MA 0.99 1.04 1.44
AM1 TS 0.94 0.99 1.17
AM1 All 0.91 0.96 1.03
PM6 MA 0.98 1.05 1.43
PM6 TS 0.99 1.04 1.42
PM6 All 0.98 1.06 1.28
DFT MA 0.95 1.01 1.65