Quantitative Structure Activity Relationship Models for the Antioxidant Activity of Polysaccharides
نویسندگان
چکیده
منابع مشابه
Quantitative Structure Activity Relationship Models for the Antioxidant Activity of Polysaccharides
In this study, quantitative structure activity relationship (QSAR) models for the antioxidant activity of polysaccharides were developed with 50% effective concentration (EC50) as the dependent variable. To establish optimum QSAR models, multiple linear regressions (MLR), support vector machines (SVM) and artificial neural networks (ANN) were used, and 11 molecular descriptors were selected. Th...
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ژورنال
عنوان ژورنال: PLOS ONE
سال: 2016
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0163536