Spelling suggestions: "subject:"foxicity; anticancer agents"" "subject:"foxicity; anticancers agents""
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Prediction of the effect of formulation on the toxicity of chemicalsMistry, Pritesh, Neagu, Daniel, Sanchez-Ruiz, A., Trundle, Paul R., Vessey, J.D., Gosling, J.P. 31 October 2016 (has links)
Yes / Two approaches for the prediction of which of two vehicles will result in lower toxicity for anticancer agents are presented. Machine-learning models are developed using decision tree, random forest and partial least squares methodologies and statistical evidence is presented to demonstrate that they represent valid models. Separately, a clustering method is presented that allows the ordering of vehicles by the toxicity they show for chemically-related compounds.
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