University of Tartu, Institute of Chemistry, Molecular Technology (Estonia)
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Browsing University of Tartu, Institute of Chemistry, Molecular Technology (Estonia) by Title "Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data"

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Browsing University of Tartu, Institute of Chemistry, Molecular Technology (Estonia) by Title "Predictive Modeling of Pesticides Reproductive Toxicity in Earthworms Using Interpretable Machine-Learning Techniques on Imbalanced Data"

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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.

Published: Mihkel Kotli, Geven Piir, Uko Maran (2024-10-09)

Abstract: The earthworm is a key indicator species in soil ecosystems. This makes the reproductive toxicity of chemical compounds to earthworms a desired property of determination and makes computational models necessary for descriptive and predictive purposes. Thus, the aim was to develop an advanced Quantitative Structure–Activity Relationship modeling approach for ...

EcoTox Classification PredictFromStructure

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