Kotli, M.; Piir, G.; Maran, U. Data-driven machine learning of chronic toxicity of imbalanced heterogeneous pesticide data to earthworms.
Compound
| ID: | 118 | |
|---|---|---|
| Name: | Carbofuran | |
| Description: | ||
| Labels: | ||
| CAS: | 1563-66-2 | |
| InChi Code: | InChI=1S/C12H15NO3/c1-12(2)7-8-5-4-6-9(10(8)16-12)15-11(14)13-3/h4-6H,7H2,1-3H3,(H,13,14) |
Properties
NOEC_class: chronic 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 (Training (under sampled)) |
| toxic |
modelB: Model B (Training (all)) |
| nontoxic |
model_AB: model_AB (Training (all)) |
NOEC: chronic toxicity of No-Observed-Effect Concentration for earthworms as mg/kg in soil [mg/kg] i
| Value | Source or prediction |
|---|---|
| > 0.84 |
experimental value |