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http://dx.doi.org/10.5012/bkcs.2011.32.11.3865

QSPR Study of the Absorption Maxima of Azobenzene Dyes  

Xu, Jie (Key Lab of Green Processing & Functional Textiles of New Textile Materials, Ministry of Education, Wuhan Textile University)
Wang, Lei (College of Materials Science & Engineering, Wuhan Textile University)
Liu, Li (College of Materials Science & Engineering, Wuhan Textile University)
Bai, Zikui (College of Materials Science & Engineering, Wuhan Textile University)
Wang, Luoxin (College of Materials Science & Engineering, Wuhan Textile University)
Publication Information
Bulletin of the Korean Chemical Society / v.32, no.11, 2011 , pp. 3865-3872 More about this Journal
Abstract
A quantitative structure-property relationship (QSPR) study was performed for the prediction of the absorption maxima of azobenzene dyes. The entire set of 191 azobenzenes was divided into a training set of 150 azobenzenes and a test set of 41 azobenzenes according to Kennard and Stones algorithm. A seven-descriptor model, with squared correlation coefficient ($R^2$) of 0.8755 and standard error of estimation (s) of 14.476, was developed by applying stepwise multiple linear regression (MLR) analysis on the training set. The reliability of the proposed model was further illustrated using various evaluation techniques: leave-many-out crossvalidation procedure, randomization tests, and validation through the test set.
Keywords
Azobenzene dyes; Absorption maxima; QSPR; Molecular descriptors; Multiple linear regression;
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