Kotli, M.; Piir, G.; Maran, U. Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data. ACS Omega 2025, 10, 4732–4744.
Compound
| ID: | 374 | |
|---|---|---|
| Name: | Guazatine | |
| Description: | ||
| Labels: | ||
| CAS: | 13516-27-3 | |
| InChi Code: | InChI=1S/C18H41N7/c19-17(20)24-15-11-7-3-1-5-9-13-23-14-10-6-2-4-8-12-16-25-18(21)22/h23H,1-16H2,(H4,19,20,24)(H4,21,22,25) |
Properties
NOEC_class: reproductive toxicity class of No-Observed-Effect Concentration for earthworms i
| Value | Source or prediction |
|---|---|
| toxic |
experimental value |
| toxic |
modelA: Model A (Training (under sampled)) |
| toxic |
modelA: Model A (Training (all)) |
| nontoxic |
modelB: Model B (Training (all)) |
| toxic |
model_AB: model_AB (Training (all)) |
NOEC: reproductive toxicity of No-Observed-Effect Concentration for earthworms as mg/kg in soil [mg/kg] i
| Value | Source or prediction |
|---|---|
| 14.4 |
experimental value |