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A reassessment of consensus clustering for class discovery

bioRxiv

Feb 14, 2014

Yasin ?enbabao?luJun Z Li

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Abstract

Consensus clustering (CC) is an unsupervised class discovery method widely used to study sample heterogeneity in high-dimensional datasets. It calculates "consensus rate" between any two samples as how frequently they are grouped together in repeated clustering runs under a certain degr...read more

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  • A reassessment of consensus clustering for class discovery

    bioRxiv

    Feb 14, 2014

    Yasin ?enbabao?luJun Z Li

    PMID: 990002642

    DOI: 10.1101/002642

    Abstract

    Consensus clustering (CC) is an unsupervised class discovery method widely used to study sample heterogeneity in high-dimensional datasets. It calculates "consensus rate" between any two samples as how frequently they are grouped together in repeated clustering runs under a certain degr...read more

    Mentioned in this Paper

    deoxy(thymidylyl-cytidylyl-guanylyl-adenylic acid)
    Gene Expression
    Study
    Evaluation
    Validation
    2
    23

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