Kotli, M.; Piir, G.; Maran, U. Data-driven machine learning of chronic toxicity of imbalanced heterogeneous pesticide data to earthworms.
Compound
| ID: | 205 | |
|---|---|---|
| Name: | Deltamethrin | |
| Description: | ||
| Labels: | ||
| CAS: | 52918-63-5 | |
| InChi Code: | InChI=1S/C22H19Br2NO3/c1-22(2)17(12-19(23)24)20(22)21(26)28-18(13-25)14-7-6-10-16(11-14)27-15-8-4-3-5-9-15/h3-12,17-18,20H,1-2H3 |
Properties
NOEC_class: chronic 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 (under sampled)) |
| toxic |
modelB: Model B (Training (all)) |
| toxic |
model_AB: model_AB (Training (under sampled)) |
| toxic |
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 |
|---|---|
| 0.165 |
experimental value |