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Using self-organizing map (SOM) and support vector machine (SVM) for classification of selectivity of ACAT inhibitors

✍ Scribed by Wang, Ling; Wang, Maolin; Yan, Aixia; Dai, Bin

Book ID
118001246
Publisher
Springer
Year
2012
Tongue
English
Weight
431 KB
Volume
17
Category
Article
ISSN
1381-1991

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## Abstract Two classification models of 148 Aurora‐A kinase inhibitors were developed to separate active and weakly potent active inhibitors of Aurora‐A kinase. Each molecule was represented by 12 selected molecular descriptors calculated by the ADRIANA.Code. Then the classification models were bu