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Is EC class predictable from reaction mechanism?

BACKGROUND: We investigate the relationships between the EC (Enzyme Commission) class, the associated chemical reaction, and the reaction mechanism by building predictive models using Support Vector Machine (SVM), Random Forest (RF) and k-Nearest Neighbours (kNN). We consider two ways of encoding th...

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Autors principals: Nath, Neetika, Mitchell, John BO
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2012
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3368749/
https://ncbi.nlm.nih.gov/pubmed/22530800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-60
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