Table 1.
Model | q 2 | N | SEP | SEE | r 2 ncv | F | r 2 | Field Contributions | ||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
S | E | H | D | A | ||||||||
CoMFA-SE | 0.537 | 6 | 0.544 | 0.067 | 0.993 | 525.4 | 0.865 | 0.412 | 0.588 | |||
CoMSIA-SE | 0.566 | 7 | 0.539 | 0.101 | 0.985 | 193.0 | 0.002 | 0.299 | 0.701 | |||
CoMSIA-SEHA | 0.674 | 6 | 0.456 | 0.119 | 0.978 | 161.3 | 0.790 | 0.174 | 0.335 | 0.215 | 0.276 | |
CoMSIA-SEA | 0.651 | 5 | 0.462 | 0.151 | 0.963 | 118.7 | 0.760 | 0.245 | 0.395 | 0.360 | ||
CoMSIA-SEDA | 0.601 | 7 | 0.517 | 0.103 | 0.984 | 185.5 | 0.816 | 0.229 | 0.324 | 0.190 | 0.257 | |
CoMSIA-SD | 0.551 | 6 | 0.536 | 0.217 | 0.926 | 46.2 | 0.347 | 0.470 | 0.530 | |||
CoMSIA-SHD | 0.561 | 9 | 0.570 | 0.095 | 0.988 | 172.1 | 0.237 | 0.312 | 0.398 | 0.289 | ||
CoMSIA-EHA | 0.598 | 6 | 0.507 | 0.136 | 0.971 | 123.0 | 0.765 | 0.427 | 0.299 | 0.274 | ||
CoMSIA-EHDA | 0.508 | 7 | 0.574 | 0.111 | 0.982 | 160.3 | 0.716 | 0.375 | 0.261 | 0.156 | 0.208 | |
CoMSIA-ALL | 0.669 | 6 | 0.460 | 0.101 | 0.984 | 225.9 | 0.918 | 0.165 | 0.279 | 0.181 | 0.159 | 0.215 |
aq2 = the square of the leave-one-out (LOO) cross-validation (CV) coefficient; N = the optimum number of components; SEP = standard error of prediction; SEE is the standard error of estimation of non-CV analysis; r2ncv is the square of the non CV coefficient; F is the F-test value; r2 is the predictive r2 for test set compounds; S, E, H, D and A are the steric, electrostatic, hydrophobic, hydrogen-bond donor, and hydrogen-bond acceptor contributions respectively.