Kotli, M.; Piir, G.; Maran, U. Pesticide effect on earthworm lethality via interpretable machine learning. J. Hazard Mater. 2023, 461, 132577

Compound

	ID:	421.T
	Name:	Malathion
	Description:
	Labels:
	CAS:	121-75-5
	InChi Code:	InChI=1S/C10H19O6PS2/c1-5-15-9(11)7-8(10(12)16-6-2)19-17(18,13-3)14-4/h8H,5-7H2,1-4H3

Properties

toxicity_class: Acute toxicity to earthworm, toxicity class [mg/kg] i

Value	Source or prediction
toxic	experimental value
toxic	rf: Random Forest (toxicity_class.train)
toxic	rf: Random Forest (toxicity_class.oob)

acute_mg_kg: Acute toxicity to earthworm, experimental value [mg/kg] i

Value	Source or prediction
306	experimental value