Modeling Porphyrazine Properties: Entropy and Topological Indices through Linear Regression

Abstract

In this study, we examined topological-index-based entropy measures for subdivided cage networks. In particular, we compute several entropies: Randic, atom bond connection, first, second, Hyper, and redefining Zagreb. We used the line fit method to analyze the graphical behavior of the different entropy metrics. The results provide insights into the complex connectivity and structural characteristics of the porphyrazine structure by highlighting trends in the distribution of entropy values and their interactions. This study enhances our understanding of the dynamics of porphyrazine structures and offers a visual framework for analyzing their behavior.