Applying Support Vector Machines for Gene Ontology based gene function prediction.

Vinayagam A, König R, Moormann J, Schubert F, Eils R, Glatting KH, Suhai S (2004) Applying Support Vector Machines for Gene Ontology based gene function prediction. BMC Bioinformatics 5, 116. PubMed

Abstract

The current progress in sequencing projects calls for rapid, reliable and accurate function assignments of gene products. A variety of methods has been designed to annotate sequences on a large scale. However, these methods can either only be applied for specific subsets, or their results are not formalised, or they do not provide precise confidence estimates for their predictions.

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PMID: 15333146