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. 2022 Jun 8;7(24):20673–20682. doi: 10.1021/acsomega.2c00908

Table 2. Comparison of the ML Outcome and Available Experimentsa.

N0 ChEMBL ID ΔGML ΔGEXPb
1 CHEMBL89354 –13.77 –15.6566
2 CHEMBL87098 –13.75 –15.1666
3 CHEMBL315634 –13.02 –12.8866
4 CHEMBL208599 –12.89 –14.4967
5 CHEMBL140476 –12.77 –14.3568
6 CHEMBL3958859 –12.75 –16.7469
7 CHEMBL3785269 –12.40 –12.8070
8 CHEMBL3786448 –12.39 –12.4370
9 CHEMBL3787223 –12.34 –12.2970
10 CHEMBL3786719 –12.31 –12.5270
11 CHEMBL3786442 –12.27 –12.2070
12 CHEMBL86868 –12.16 –11.8066
13 CHEMBL3786873 –12.13 –12.1570
14 CHEMBL3787502 –11.85 –12.2970
15 CHEMBL3786516 –11.83 –12.5670
a

The unit of energy is of kcal mol–1.

b

The experimental binding free energy ΔGEXP, which was calculated from the reported association constant6670 via the formula ΔGEXP = RT ln(ki), where R is the gas constant, T is the absolute temperature, and ki is the association constant.