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. 2018 May 16;23(5):1191. doi: 10.3390/molecules23051191

Table 1.

Statistical parameters and Field combinations for CoMFA and CoMSIA a.

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.