Table 1. Statistical characteristics of acute toxicity models.
№ |
Descriptor |
Training set |
Test set |
||||
n |
Q2 |
ssv |
n |
R2 |
s |
||
1 |
DPSA2 |
5957 |
0.500 |
0.48 |
1504 |
0.513 |
0.45 |
2 |
PPSA2 |
5984 |
0.499 |
0.49 |
1506 |
0.504 |
0.47 |
3 |
FPSA2 |
5919 |
0.500 |
0.49 |
1504 |
0.509 |
0.47 |
4 |
V |
5941 |
0.484 |
0.49 |
1504 |
0.496 |
0.47 |
5 |
PPSA1 |
5939 |
0.496 |
0.49 |
1502 |
0.498 |
0.48 |
6 |
WPSA3 |
5899 |
0.484 |
0.49 |
1502 |
0.506 |
0.47 |
7 |
Volume |
5961 |
0.477 |
0.49 |
1518 |
0.497 |
0.46 |
8 |
MolVolume |
5954 |
0.476 |
0.49 |
1517 |
0.496 |
0.46 |
Note. n – number of compounds; R2 – linear correlation coefficient; s – standard deviation; Q2–leave-one-out linear correlation coefficient; scv - leave-one-out standard deviation; DPSA2=PPSA2–PNSA2, PPSA2 – partial positive surface area weighted on the basis of the total charge; PNSA2 – partial negative surface area weighted on the basis of the total charge; FPSA2=PPSA2/Atotal, Atotal - total molecular surface area; V – molecular volume represents the water-excluded volume; PPSA1 – partial positive surface area; WPSA3=PPSA3*Atotal/1000, PPSA3 - partial positive surface area weighted on the basis of atomic charges; Volume, MolVolume–molecular volumes