Table 4.
Model | q2a | SEPb | Comp.c | r2d | SEE e | Steric | Electrostatic |
---|---|---|---|---|---|---|---|
15 | 0.352 | 0.431 | 3 | 0.818 | 0.229 | 0.618 | 0.382 |
2 | 0.270 | 0.449 | 4 | 0.852 | 0.202 | 0.549 | 0.451 |
3 | 0.345 | 0.428 | 3 | 0.809 | 0.231 | 0.607 | 0.393 |
4 | 0.246 | 0.475 | 4 | 0.831 | 0.225 | 0.597 | 0.403 |
5 | 0.423 | 0.429 | 5 | 0.878 | 0.197 | 0.552 | 0.448 |
6 | 0.313 | 0.463 | 6 | 0.893 | 0.182 | 0.510 | 0.490 |
Footnotes: Models 1–6 were constructed as described in the text and the compounds in each set are listed in the Supplementary data.
q2 is the cross validated r2 derived from Leave-One-Out SAMPLS (LOO SAMPLS) cross validation analysis as implemented in SYBYL8.2.
SEP is the Standard Error of Prediction reported for the LOO SAMPLS analysis.
Comp. is the number of components used in the model;
r2, non-cross-validated correlation coefficient.
SEE is the Standard Error of Estimate derived from the Non-Validated analysis.