Table 3.
Test-system | QSAR model | H | K0 | s | r | q2 | Pinf |
---|---|---|---|---|---|---|---|
DPPH radical | PC&S | 9 | - | 0.332 | 0.889 | 0.760 | 0.999 |
FP | 5 | 0.1 | 0.294 | 0.934 | 0.775 | 0.892 | |
0.2 | 0.212 | 0.966 | 0.907 | 0.955 | |||
0.3 | 0.211 | 0.967 | 0.888 | 0.982 | |||
X/XO | PC&S | 7 | - | 0.289 | 0.789 | 0.522 | 0.999 |
FP | 5 | 0.1 | 0.181 | 0.945 | 0.801 | 0.928 | |
0.2 | 0.185 | 0.942 | 0.791 | 0.968 | |||
0.3 | 0.176 | 0.948 | 0.821 | 0.988 | |||
0.4 | 0.234 | 0.906 | 0.303 | 0.994 | |||
BM cells | PC&S | 11 | - | 0.656 | 0.781 | 0.587 | 0.999 |
FP | 8 | 0.1 | 0.423 | 0.932 | 0.802 | 0.931 | |
0.2 | 0.305 | 0.965 | 0.897 | 0.959 | |||
0.3 | 0.438 | 0.927 | 0.792 | 0.979 |
K0 = threshold of the optimality criterion (Eq. 9); s = standard deviation of approximation by a QSAR model; Pinf = part of the information contained in initial variables (descriptors) and accounted for by H latent variables. Characteristics of the optimal QSAR models are indicated in bold.