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: | 513 | |
|---|---|---|
| Name: | Pentachlorophenol | |
| Description: | ||
| Labels: | ||
| CAS: | 87-86-5 | |
| InChi Code: | InChI=1S/C6HCl5O/c7-1-2(8)4(10)6(12)5(11)3(1)9/h12H |
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)) |
| toxic |
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 |
|---|---|
| 10 |
experimental value |