Table 6.
PLS statistics of PHASE 3D QSAR models and prediction of test set.
Pharmacophore | Pharm_A | Pharm_B | Pharm_C | Pharm_D | Pharm_E |
---|---|---|---|---|---|
PLS Statistics of QSAR model | |||||
r2 | 0.916 | 0.886 | 0.901 | 0.923 | 0.929 |
SD | 0.405 | 0.472 | 0.437 | 0.388 | 0.372 |
F | 193.956 | 137.93 | 164.534 | 213.297 | 233.308 |
P | 2.034e-37 | 1.081e-32 | 2.022e-35 | 9.200e-39 | 4.852e-40 |
PLS Components Results of test set | 4 | 4 | 4 | 4 | 4 |
Predictive r2 for the external test set | 0.777 | −0.006 | 0.125 | −0.184 | −0.742 |