Predicting acute contact toxicity of pesticides in honeybees (Apis mellifera) through a k-nearest neighbor model
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- 作者：F. Comoa ; francesca.como@marionegri.it" class="auth_mail" title="E-mail the corresponding author ; E. Carnesecchib ; S. Volanib ; J.L. Dorneb ; J. Richardsonb ; A. Bassanc ; M. Pavanc ; E. Benfenatia
- 关键词：Pesticides ; Honey bees ; k-NN ; In silico models ; Acute contact toxicity
- 刊名：Chemosphere
- 出版年：2017
- 出版时间：January 2017
- 年：2017
- 卷：166
- 期：Complete
- 页码：438-444
- 全文大小：256 K
文摘
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A model to predict acute contact toxicity for bees was built for screening pesticides.
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The model developed will address future risk assessments of pesticides of concern.
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The accuracy of k-NN model is good and equal to 65% for the highly toxic compounds.