Toropov, A. A.; Benfenati, E. QSAR models of quail dietary toxicity based on the graph of atomic orbitals. Bioorg. Med. Chem. Lett. 2006, 16, 1941–1943.

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Toropov, A. A.; Benfenati, E. QSAR models of quail dietary toxicity based on the graph of atomic orbitals. Bioorg. Med. Chem. Lett. 2006, 16, 1941–1943.

QDB archive DOI: 10.15152/QDB.198   DOWNLOAD

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Property pLC50: Quail dietary toxicity as log(1/LC50) [-log(mmol/L)]

Eq.3: Model for pesticides

Regression model (regression)

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NameTypen

R2

σ

Training settraining910.7820.346
Validation setexternal validation190.6530.468

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Title: Toropov, A. A.; Benfenati, E. QSAR models of quail dietary toxicity based on the graph of atomic orbitals. Bioorg. Med. Chem. Lett. 2006, 16, 1941–1943.
Abstract:Graphs of atomic orbitals (GAOs) have been used to represent molecular structures. We describe rules to convert the labelled hydrogen-filled graphs (LHFGs) into GAOs. The GAO is one possible way of taking account of the structure of atoms (i.e., atomic orbitals, such as 1s1, 2p2 and 3d10) for QSPR/QSAR analyses. Optimization of correlation weights of local invariants (OCWLI) of the LHFGs and the GAOs was used to obtain a method of quail dietary toxicity modelling. Statistical characteristics of the models based on the OCWLI of GAO are better than those based on the OCWLI of the LHFGs.
URI:http://hdl.handle.net/10967/198
http://dx.doi.org/10.15152/QDB.198
Date:2017-05-16


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