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: | 4 | |
|---|---|---|
| Name: | 2,4-D | |
| Description: | ||
| Labels: | ||
| CAS: | 94-75-7 | |
| InChi Code: | InChI=1S/C8H6Cl2O3/c9-5-1-2-7(6(10)3-5)13-4-8(11)12/h1-3H,4H2,(H,11,12) |
Properties
NOEC_class: reproductive toxicity class of No-Observed-Effect Concentration for earthworms i
| Value | Source or prediction |
|---|---|
| toxic |
experimental value |
| nontoxic |
modelA: Model A (Training (all)) |
| toxic |
modelB: Model B (Validation) |
NOEC: reproductive toxicity of No-Observed-Effect Concentration for earthworms as mg/kg in soil [mg/kg] i
| Value | Source or prediction |
|---|---|
| 62.5 |
experimental value |