Table 7.
Bootstrap statistical comparison between predicted and molecular dynamics hydration free energies for neutral molecules (Mobley dataset). As described in Methods, R2 bootstrap is the mean of all resampled data and R2 k-fold is the mean over all training sub-samples. RMSE: root-mean-squared-error. MUE: mean unsigned error.
ΔG
| |||||
---|---|---|---|---|---|
Slope | y-intercept | R2 | RMSE | MUE | |
PSE-3 | 0.99(8) | 18.9(3) | 0.232(1) | 19.697(8) | 18.866(8) |
UC-PSE-3 | 0.97(1) | −0.87(3) | 0.9321(3) | 1.145(2) | 0.883(1) |
NgB-PSE-3 | 1.12(1) | −0.54(3) | 0.9467(2) | 1.224(2) | 0.881(1) |
PC+/3D-RISM-PSE-3 | 0.97(1) | −1.38(3) | 0.9392(3) | 1.519(2) | 1.320(1) |