QSAR Study on Antioxidant Tripeptides and the Antioxidant Activity of the Designed Tripeptides in Free Radical Systems

QSAR Study on Antioxidant Tripeptides and the Antioxidant Activity of the Designed Tripeptides in Free Radical Systems

In this study, quantitative structure-activity relationship (QSAR) models were determined based on 91 antioxidant tripeptides. We firstly adopted the stepwise regression (SWR) method for selecting key variables without autocorrelation and then utilized multiple linear regression (MLR), support vecto...

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Bibliographic Details
Main Authors: Nan Chen, Ji Chen, Bo Yao, Zhengguo Li
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Molecules
Subjects:
antioxidant tripeptides
QSAR
multiple linear regression (MLR)
support vector machine (SVM)
random forest (RF)
antioxidant activities
Online Access:http://www.mdpi.com/1420-3049/23/6/1407

Internet

http://www.mdpi.com/1420-3049/23/6/1407

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