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Predicting gene function using hierarchical multi-label decision tree ensembles

BACKGROUND: S. cerevisiae, A. thaliana and M. musculus are well-studied organisms in biology and the sequencing of their genomes was completed many years ago. It is still a challenge, however, to develop methods that assign biological functions to the ORFs in these genomes automatically. Different m...

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Hlavní autoři: Schietgat, Leander, Vens, Celine, Struyf, Jan, Blockeel, Hendrik, Kocev, Dragi, Džeroski, Sašo
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2824675/
https://ncbi.nlm.nih.gov/pubmed/20044933
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-2
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