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AZOrange - High performance open source machine learning for QSAR modeling in a graphical programming environment

BACKGROUND: Machine learning has a vast range of applications. In particular, advanced machine learning methods are routinely and increasingly used in quantitative structure activity relationship (QSAR) modeling. QSAR data sets often encompass tens of thousands of compounds and the size of proprieta...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Stålring, Jonna C, Carlsson, Lars A, Almeida, Pedro, Boyer, Scott
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3158423/
https://ncbi.nlm.nih.gov/pubmed/21798025
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1758-2946-3-28
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