Statistical data of optimal QSAR modelsa.
| Parameters | CoMFA | CoMSIA |
|---|---|---|
| R cv 2 | 0.761 | 0.757 |
| R ncv 2 | 0.953 | 0.969 |
| SEE | 0.243 | 0.210 |
| F | 86.617 | 78.174 |
| R pred 2 | 0.6257 | 0.6969 |
| SEP | 0.549 | 0.589 |
| N c | 4 | 6 |
| Field contribution | ||
| S | 0.675 | 0.295 |
| E | 0.325 | 0.144 |
| H | — | — |
| D | — | 0.354 |
| A | — | 0.207 |
R cv 2 = cross-validated correlation coefficient using the leave-one-out methods; Rncv2 = non-cross-validated correlation coefficient; SEE = standard error of estimate; F = ratio of Rncv2 explained to unexplained = Rncv2/(1 − Rncv2); Rpred2 = predicted correlation coefficient for the test set of compounds; SEP = standard error of prediction; Nc = optimal number of principal components; S = steric, E = electrostatic, H = hydrophobic, D = H-bond donor, A = H-bond acceptor.