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. 2020 Sep 30;10(59):35811–35819. doi: 10.1039/d0ra05119e

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
a

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.