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. 2023 Aug 30;15:75. doi: 10.1186/s13321-023-00744-6

Table 2.

Summary of the three physicochemical datasets

Property Lipophilicity Freesolv ESOL
Data set size 4200 642 1128
Mean property value 2.19 − 3.80 − 3.05
Standard deviation 1.20 3.85 2.10
Estimated experimental uncertainty (σ) 0.2 0.3 0.3
Double transformation cycles 169 7389 8731
Cycles with significant NA (> 2σ) 40 (23.7%) 2241 (30.3%) 2660 (30.5%)
Compounds with significant NA (> 2σ) 83 (2.0%) 99 (15.4%) 94 (8.4%)
Compounds with strong NA (> 4σ) 26 (0.6%) 29 (4.5%) 13 (1.2%)