NEURAL NETWORKS STUDIES - QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP OF MUTAGENIC AROMATIC NITRO-COMPOUNDS

Authors
VILLEMIN D CHERQAOUI D CENSE JM
Citation
D. Villemin et al., NEURAL NETWORKS STUDIES - QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP OF MUTAGENIC AROMATIC NITRO-COMPOUNDS, Journal de chimie physique et de physico-chimie biologique, 90(7-8), 1993, pp. 1505-1519
Citations number
22
Categorie Soggetti
Biology,"Chemistry Physical
Journal title
Journal de chimie physique et de physico-chimie biologique → ACNP
Volume
90
Issue
7-8
Year of publication
1993
Pages
1505 - 1519
Database
ISI
SICI code
Abstract
The application of neural networks to the study of quantitative struct ure-activity relationship (QSAR) of mutagenic aromatic and heteroaroma tic nitro compounds is reported. The results obtained are compared wit h the results given by a multiple linear regression. It is shown that neural networks prediction is more accurate than regression analysis p rediction.