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: | 1 | |
|---|---|---|
| Name: | 1,3-dichloropropene | |
| Description: | ||
| Labels: | ||
| CAS: | 542-75-6 | |
| InChi Code: | InChI=1S/C3H4Cl2/c4-2-1-3-5/h1-2H,3H2/b2-1+ |
Properties
NOEC_class: reproductive toxicity class of No-Observed-Effect Concentration for earthworms i
| Value | Source or prediction |
|---|---|
| nontoxic |
experimental value |
| nontoxic |
modelA: Model A (Training (under sampled)) |
| nontoxic |
modelA: Model A (Training (all)) |
| nontoxic |
modelB: Model B (Training (under sampled)) |
| nontoxic |
modelB: Model B (Training (all)) |
| nontoxic |
model_AB: model_AB (Training (under sampled)) |
| nontoxic |
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 |
|---|---|
| 770 |
experimental value |