Kotli, M.; Piir, G.; Maran, U. Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data. ACS Omega 2025, 10, 4732–4744.

Compound

	ID:	775
	Name:	1-(3,4-dichlorophenyl)-3-methylurea
	Description:
	Labels:
	CAS:	3567-62-2
	InChi Code:	InChI=1S/C8H8Cl2N2O/c1-11-8(13)12-5-2-3-6(9)7(10)4-5/h2-4H,1H3,(H2,11,12,13)

Properties

NOEC_class: reproductive 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: reproductive toxicity of No-Observed-Effect Concentration for earthworms as mg/kg in soil [mg/kg] i

Value	Source or prediction
30.7	experimental value