Classifying and scoring of molecules with the NGN: new datasets, significance tests, and generalization

<p>Abstract</p> <p/> <p>This paper demonstrates how a Neural Grammar Network learns to classify and score molecules for a variety of tasks in chemistry and toxicology. In addition to a more detailed analysis on datasets previously studied, we introduce three new datasets (BBB...

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Bibliographic Details
Main Authors: Cameron Christopher JF, Ma Eddie YT, Kremer Stefan C
Format: Article
Language:English
Published: BMC 2010-10-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/11/S8/S4