10967/277 - QDB Compounds

QsarDB Repository

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:612.htm
Name:Tebufenpyrad
Description:Pesticide Properties Database record 612.htm. Structure standardized following the Landrum workflow.
Labels:
CAS:119168-77-3
InChi Code:InChI=1S/C18H24ClN3O/c1-6-14-15(19)16(22(5)21-14)17(23)20-11-12-7-9-13(10-8-12)18(2,3)4/h7-10H,6,11H2,1-5H3,(H,20,23)

Properties

honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i

ValueSource or prediction
-1.664810306752769

experimental value

-1.6390728950500488

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

ValueSource or prediction
0

experimental value

honeybee_oral: Acute oral toxicity, Apis mellifera (modelled target, log molar LD50) i

ValueSource or prediction
-0.7105677973134442

experimental value

-0.8279724717140198

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

ValueSource or prediction
0

experimental value

bumblebee_contact: Acute contact toxicity, Bombus terrestris (modelled target, binary toxicity class) i

ValueSource or prediction
0.5689509344015803

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

ValueSource or prediction
0.4814960211687227

Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds)