A Quantitative Structure-Antioxidant Relationship (QSAR) model for 1,3,4-oxadiazole derivatives using PLS regression
Abstract:Antioxidants can control the generation of free radical by terminating the reaction chain. 1,3,4-oxadizol derivatives are the most important heterocyclic compounds which exhibit antioxidant activity. This study aims to build a reliable quantitative structure antioxidant relationship (QSAR) model of 1,3,4-oxadiazol derivatives using IPLS as a variable selection method, and PLS as a regression method. The QSAR model was developed based on the correlation between the antioxidant activities in DPPH (2, 2diphenyl-1… Show more
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