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: | 2937 | |
|---|---|---|
| Name: | 1-oxo-1,2,3,4-tetrahydropyrido(1,2-a)pyrazin-5-ium | |
| Description: | ||
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C8H8N2O/c11-8-7-3-1-2-5-10(7)6-4-9-8/h1-3,5H,4,6H2/p+1 |
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)) |
| nontoxic |
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 |
|---|---|
| 80 |
experimental value |