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In silico prediction of pesticide aquatic toxicity with chemical category approaches

Aquatic toxicity is an important issue in pesticide development. In this study, using nine molecular fingerprints to describe pesticides, binary and ternary classification models were constructed to predict aquatic toxicity of pesticides via six machine learning methods: Naïve Bayes (NB), Artificial...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Toxicol Res (Camb)
Prif Awduron: Li, Fuxing, Fan, Defang, Wang, Hao, Yang, Hongbin, Li, Weihua, Tang, Yun, Liu, Guixia
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Royal Society of Chemistry 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6062408/
https://ncbi.nlm.nih.gov/pubmed/30090546
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c7tx00144d
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