Drgan, V.; Župerl, Š.; Vračko, M.; Como, F.; Novič, M. Robust modelling of acute toxicity towards fathead minnow (Pimephales promelas) using counter-propagation artificial neural networks and genetic algorithm. SAR QSAR Environ. Res. 2016, 27, 501–519.
Compound
| ID: | 510 | |
|---|---|---|
| Name: | 4-dimethylaminocinnamaldehyde | |
| Description: | ||
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C11H13NO/c1-12(2)11-7-5-10(6-8-11)4-3-9-13/h3-9H,1-2H3/b4-3+ |
Properties
pLC50: 96-h Fathead minnow toxicity as log(1/LC50) [mmol/L]
| Value | Source or prediction |
|---|---|
| 1.473 |
experimental value |
| 0.439 |
Model.2: Model with 18x18 neurons (Validation set) |
| -0.441 |
Model.8: Model with 25x25 neurons (Validation set) |