Table 2. Classic model fit (E20+E6+FSR+FSHP+AA) including parameter estimates, corresponding standard errors, and z and p values based on the Wald test.
Descriptors included are sequence entropies E20 and E6, the amino acid qualitative predictor (AA) with 20 classes, and FSHP and FSR indicating the fraction of optimum homology residues that are strongly hydrophobic (V, I, L, F, M, Y, W) and small (A, G). The standard 1363-based learning set and a 20% threshold was utilized.†
Variables | β | Standard error | exp(β) | z value | P (>|z|) |
---|---|---|---|---|---|
Intercept | −0.528 | 0.031 | 0.590 | −17.247 | <0.001 |
E20 | 0.342 | 0.012 | 1.407 | 29.162 | <0.001 |
E6 | 0.862 | 0.017 | 2.369 | 51.156 | <0.001 |
FSR | −0.922 | 0.031 | 0.398 | −29.690 | <0.001 |
FSHP | −1.646 | 0.030 | 0.193 | −54.898 | <0.001 |
ALA | −0.267 | 0.034 | 0.766 | −7.861 | <0.001 |
ARG | 0.765 | 0.034 | 2.149 | 22.363 | <0.001 |
ASN | 0.358 | 0.035 | 1.430 | 10.236 | <0.001 |
ASP | 0.774 | 0.034 | 2.168 | 22.670 | <0.001 |
CYS | −1.543 | 0.052 | 0.214 | −29.405 | <0.001 |
GLN | 0.366 | 0.036 | 1.442 | 10.234 | <0.001 |
GLU | 0.985 | 0.034 | 2.677 | 29.047 | <0.001 |
GLY | 0.829 | 0.038 | 2.292 | 21.588 | <0.001 |
HIS | −0.114 | 0.038 | 0.893 | −3.003 | 0.003 |
ILE | −0.036 | 0.027 | 0.965 | −1.353 | 0.176 |
LEU | 0.202 | 0.023 | 1.224 | 8.767 | <0.001 |
LYS | 1.509 | 0.036 | 4.522 | 41.384 | <0.001 |
MET | 0.269 | 0.036 | 1.308 | 7.424 | <0.001 |
PHE | 0.040 | 0.030 | 1.041 | 1.359 | 0.174 |
PRO | 0.449 | 0.034 | 1.567 | 13.072 | <0.001 |
SER | −0.166 | 0.032 | 0.847 | −5.113 | <0.001 |
THR | −0.168 | 0.032 | 0.845 | −5.291 | <0.001 |
TRP | 0.567 | 0.041 | 1.763 | 13.784 | <0.001 |
TYR | 0.690 | 0.029 | 1.995 | 24.195 | <0.001 |
Note descriptor values for nine PDB chains (1G291, 1L2WA, 1MUWA, 1W85I, 1XC3B, 1XVHA, 2I6CA, 2PI2E) from the original 1363 set are insufficient and here considered null.