Kotli, M.; Piir, G.; Maran, U. Data-driven machine learning of chronic toxicity of imbalanced heterogeneous pesticide data to earthworms.
Compound
| ID: | 316 | |
|---|---|---|
| Name: | Fipronil | |
| Description: | ||
| Labels: | ||
| CAS: | 120068-37-3 | |
| InChi Code: | InChI=1S/C12H4Cl2F6N4OS/c13-5-1-4(11(15,16)17)2-6(14)8(5)24-10(22)9(7(3-21)23-24)26(25)12(18,19)20/h1-2H,22H2 |
Properties
NOEC_class: chronic 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: chronic toxicity of No-Observed-Effect Concentration for earthworms as mg/kg in soil [mg/kg] i
| Value | Source or prediction |
|---|---|
| 500 |
experimental value |