High-dimensional QSAR prediction of anticancer potency of imidazo[4,5-b]pyridine derivatives using adjusted adaptive LASSO
In high-dimensional quantitative structure-activity relationship (QSAR) studies, identifying relevant molecular descriptors is a major goal. In this study, a proposed penalized method is used as a tool for molecular descriptors selection. The method, called adjusted adaptive least absolute shrinkage...
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Main Authors: | , , , |
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Format: | Article |
Published: |
John Wiley
2015
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Subjects: | |
Online Access: | http://eprints.utm.my/id/eprint/55579/ http://dx.doi.org/10.1002/cem.2741 |
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Institution: | Universiti Teknologi Malaysia |