Kotli, M.; Piir, G.; Maran, U. Multi-task prediction of pesticide toxicity to pollinators with censored data and interpretable attributions on graph neural networks. Journal of Chemical Information and Modeling
Compound
| ID: | 585.htm | |
|---|---|---|
| Name: | Resmethrin | |
| Description: | Pesticide Properties Database record 585.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 10453-86-8 | |
| InChi Code: | InChI=1S/C22H26O3/c1-15(2)10-19-20(22(19,3)4)21(23)25-14-17-12-18(24-13-17)11-16-8-6-5-7-9-16/h5-10,12-13,19-20H,11,14H2,1-4H3 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -3.695120169937245 |
experimental value |
| -4.080763816833496 |
Table4_honeybee_contact: Multi-task GNN, Acute contact toxicity, Apis mellifera (Acute contact toxicity, Apis mellifera -- training partition) |
honeybee_contact_censored: Right-censoring indicator for honeybee_contact i
| Value | Source or prediction |
|---|---|
| 0 |
experimental value |
honeybee_oral: Acute oral toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -3.6556116286535714 |
experimental value |
| -3.375936985015869 |
Table4_honeybee_oral: Multi-task GNN, Acute oral toxicity, Apis mellifera (Acute oral toxicity, Apis mellifera -- training partition) |
honeybee_oral_censored: Right-censoring indicator for honeybee_oral i
| Value | Source or prediction |
|---|---|
| 0 |
experimental value |
bumblebee_contact: Acute contact toxicity, Bombus terrestris (modelled target, binary toxicity class) i
| Value | Source or prediction |
|---|---|
| 0.919578444573971 |
Table5_bumblebee_contact: Multi-task GNN, Acute contact toxicity, Bombus terrestris (Acute contact toxicity, Bombus terrestris -- prediction-only compounds) |
bumblebee_oral: Acute oral toxicity, Bombus terrestris (modelled target, binary toxicity class) i
| Value | Source or prediction |
|---|---|
| 0.9609235077021888 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |