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Critical limitations of consensus clustering in class discovery
Consensus clustering (CC) has been adopted for unsupervised class discovery in many genomic studies. It calculates how frequently two samples are grouped together in repeated clustering runs, and uses the resulting pairwise "consensus rates" for visual demonstration that clusters exist, fo...
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| Main Authors: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group
2014
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4145288/ https://ncbi.nlm.nih.gov/pubmed/25158761 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep06207 |
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