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A novel one-class SVM based negative data sampling method for reconstructing proteome-wide HTLV-human protein interaction networks

Protein-protein interaction (PPI) prediction is generally treated as a problem of binary classification wherein negative data sampling is still an open problem to be addressed. The commonly used random sampling is prone to yield less representative negative data with considerable false negatives. Me...

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Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Mei, Suyu, Zhu, Hao
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group 2015
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5379509/
https://ncbi.nlm.nih.gov/pubmed/25620466
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep08034
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