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. 2013 Apr 4;18(4):3972–4001. doi: 10.3390/molecules18043972

Table 2.

Statistical parameters of the CoMFA model a.

Statistic Index Summary of CoMFA
N q2 r2 r2pred SEE SD Press F Contribution
Steric Electrostatic
7 0.71 0.998 0.823 0.057 5.18 0.92 944.1 35 65
Number of Components Analysis
SEP 0.781 0.707 0.660 0.614 0.619 0.624 0.624 0.649 0.675 0.706
q2 0.376 0.511 0.594 0.667 0.679 0.692 0.710 0.706 0.703 0.698
N 1 2 3 4 5 6 7 8 9 10

aN is the optimal number of components, q2 is the square of the LOO cross-validation (CV) coefficient, r2 is the square of non cross-validation coefficient, r2pred is the predictive r2 based only on the test set molecules, SEE is the standard error of estimation of non CV analysis, SEP is the standard error of prediction of LOO analysis, SD is the sum of the squared deviations between the biological activities of molecules in the test set and the mean activity of the training-set molecules, PRESS is the sum of the squared deviations between predicted and actual biological activity values for every molecule in the test set, and F is the F-test value.