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Artificial neural network analysis of data from multiple in vitro assays for prediction of skin sensitization potency of chemicals

✍ Scribed by Hirota, Morihiko; Kouzuki, Hirokazu; Ashikaga, Takao; Sono, Sakiko; Tsujita, Kyoko; Sasa, Hitoshi; Aiba, Setsuya


Book ID
121203861
Publisher
Elsevier Science
Year
2013
Tongue
English
Weight
519 KB
Volume
27
Category
Article
ISSN
0887-2333

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An algorithm of single component prediction based on backward error propagation is proposed, in which only one component concentration in a multivariate system is predicted each time. The algorithm was compared with a multiple component prediction model. In general, the predictive accuracy of the si