Table 4. Overview of the most robust descriptors influencing the CP-responses in the 11 MLR-models.
MLR | MLR1 | MLR2 | MLR3 | MLR4 | MLR5 | MLR6 | MLR7 | MLR8 | MLR9 | MLR10 | Mean | |
R2 | 0.621 | 0.589 | 0.493 | 0.515 | 0.619 | 0.617 | 0.508 | 0.587 | 0.525 | 0.572 | 0.615 | 0.569 |
Adjusted R2 | 0.577 | 0.545 | 0.458 | 0.478 | 0.578 | 0.572 | 0.471 | 0.542 | 0.487 | 0.532 | 0.567 | 0.528 |
Descriptor | Coefficients 1 | # | ||||||||||
B04[N-N] | 0.175 | 0.285 | 0.287 | 0.298 | 0.228 | 0.154 | 0.183 | 0.251 | 0.203 | 0.305 | 0.187 | 11 |
GATS5m | 0.401 | 0.573 | 0.321 | 0.298 | 0.541 | 0.435 | 0.389 | 0.443 | 0.396 | 0.612 | 0.670 | 11 |
G2e | −0.184 | −0.141 | −0.186 | −0.221 | −0.205 | −0.186 | −0.218 | −0.226 | −0.215 | −0.177 | −0.181 | 11 |
nCt | 0.465 | 0.482 | 0.570 | 0.547 | – | 0.453 | 0.491 | 0.588 | 0.555 | 0.215 | – | 9 |
nROR | 0.244 | 0.198 | – | – | 0.322 | 0.231 | – | – | – | 0.300 | 0.320 | 6 |
T(N.S) | 0.912 | 0.461 | – | – | 0.897 | 0.940 | – | – | – | 0.799 | 0.607 | 6 |
G3u | −0.184 | −0.137 | – | – | −0.224 | −0.183 | – | – | – | −0.190 | – | 5 |
Mp | 0.548 | 0.352 | – | – | 0.525 | 0.553 | – | 0.307 | – | – | – | 5 |
Mor15p | −0.656 | – | – | – | −0.791 | −0.673 | – | – | – | −0.366 | −0.275 | 5 |
Mor26m | −0.319 | – | −0.202 | −0.209 | −0.361 | −0.318 | – | – | −0.191 | −0.305 | – | 7 |
GATS7e | – | – | 0.922 | 1.066 | – | – | 1.127 | 1.233 | 1.143 | – | – | 5 |
GATS7p | – | – | −0.682 | −0.761 | – | – | −0.798 | −0.944 | −0.806 | – | – | 5 |
Mor16p | – | −0.316 | −0.385 | −0.419 | – | – | −0.478 | −0.482 | −0.391 | – | −0.301 | 7 |
Mor27m | – | – | −0.410 | −0.404 | – | – | −0.327 | −0.298 | −0.387 | – | – | 5 |
Mor27e | – | – | 0.248 | 0.291 | – | – | 0.202 | 0.217 | 0.274 | – | – | 5 |
For each model, the coefficients of the significant descriptors are indicated.