Topological Analysis of NSAID Drugs Using Graph Theory and Linear Regression Models

M. R. Raghavendra; K. N. Prakasha; Arun dixit; Hacer Ozden Ayna; Aysun Yurttas Gunes; Ismail Naci Cangul

doi:10.5269/bspm.78157

Topological Analysis of NSAID Drugs Using Graph Theory and Linear Regression Models

Authors

M. R. Raghavendra
K. N. Prakasha
Arun dixit Vidyavardhaka College of Engineering
Hacer Ozden Ayna
Aysun Yurttas Gunes
Ismail Naci Cangul

DOI:

https://doi.org/10.5269/bspm.78157

Abstract

This paper deals with the topological analysis of
quantitative structure–property rela-tionships(QSPR) of nonsteroidal
anti-inflammatory drugs(NSAID). Here we consider
four different degree based indices such as Randic type lodeg,
Randic type hadi, Exponential fraction and Randic type SDI
indices. We employ the linear regression models, and data science
approaches.