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:	142
	Name:	Chlormephos
	Description:
	Labels:
	CAS:	24934-91-6
	InChi Code:	InChI=1S/C5H12ClO2PS2/c1-3-7-9(10,8-4-2)11-5-6/h3-5H2,1-2H3

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))
nontoxic	modelB: Model B (Training (all))
indetermined	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
> 1.0	experimental value