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:3481.htm
Name:Pyrimidifen
Description:Pesticide Properties Database record 3481.htm. Structure standardized following the Landrum workflow.
Labels:
CAS:105779-78-0
InChi Code:InChI=1S/C20H28ClN3O2/c1-5-17-19(21)20(24-13-23-17)22-10-12-26-18-8-7-16(9-11-25-6-2)14(3)15(18)4/h7-8,13H,5-6,9-12H2,1-4H3,(H,22,23,24)

Properties

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

ValueSource or prediction
-2.7241268579397273

experimental value

-2.924525022506714

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
-2.737490819497709

experimental value

-2.8275129795074463

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
0.8083026495974343

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
0.9222193471777984

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