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: | 244 | |
|---|---|---|
| Name: | Dimethoate | |
| Description: | ||
| Labels: | ||
| CAS: | 60-51-5 | |
| InChi Code: | InChI=1S/C5H12NO3PS2/c1-6-5(7)4-12-10(11,8-2)9-3/h4H2,1-3H3,(H,6,7) |
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 |
|---|---|
| 2.87 |
experimental value |