A QSPR analysis of physical properties of antituberculosis drugs using neighbourhood degree-based topological indices and support vector regression

A QSPR analysis of physical properties of antituberculosis drugs using neighbourhood degree-based topological indices and support vector regression

Topological indices are molecular descriptors used in QSPR modelling to predict the physicochemical properties of molecules. Topological indices are used in numerous applications in drug design. In this work, we compute the neighbourhood degree-based topological indices of 15 antituberculosis drugs,...

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Bibliographic Details
Main Authors: Muhammad Shafii Abubakar, Kazeem Olalekan Aremu, Maggie Aphane, Lateef Babatunde Amusa
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Heliyon
Subjects:
Neighbourhood degree-based topological indices
QSPR analysis
Antituberculosis drugs
Support vector regression
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024042919

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024042919

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