Comparison of QSPR Models Based on Hydrogen-Filled Graphs and on Graphs of Atomic Orbitals
Andrey Andreevich Toropov, Alla P. Toropova, İvan Gutman · University of Zagreb University Computing Centre (SRCE) · 2005
QSPR models are studied for normal boiling points of alkanes, alkylbenzenes, and polyaromatic hydrocarbons, in terms of optimized correlation weights of local invariants of the hydrogen--filled graphs (HFGs) and of the graphs of atomic orbitals (GAOs).Morgan extended connectivities of the zeroth, first, and second order of the HFGs and GAOs were employed.The best QSPR model obtained is based on optimized correlation weights of the extended connectivity of the first order of the GAO.The statistical characteristics of this model are: n = 70, r 2 = 0.9988, s = 5.8 °C, F = 57437 (training set); n = 70, r 2 = 0.9985, s = 6.7 °C, F = 45154 (test set).