Idealization of correlations between optimal simplified molecular input-line entry system-based descriptors and skin sensitization.

Abstract:

:The Index of Ideality of Correlation (IIC) is a new criterion of the predictive potential for quantitative structure-property/activity relationships. The value of the IIC is a mathematical function sensitive to the value of the correlation coefficient and dispersion (expressed via mean absolute error). The IIC has been applied to develop QSAR models for skin sensitization achieving good predictive potential. The 'ideal correlation' is based on elementary fragments of simplified molecular input-line entry system (SMILES) and on the taking into account of the total numbers of nitrogen, oxygen, sulphur and phosphorus in the molecule.

journal_name

SAR QSAR Environ Res

authors

Toropov AA,Toropova AP,Selvestrel G,Benfenati E

doi

10.1080/1062936X.2019.1615547

subject

Has Abstract

pub_date

2019-06-01 00:00:00

pages

447-455

issue

6

eissn

1062-936X

issn

1029-046X

journal_volume

30

pub_type

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