majority_voting

Consensus mechanism based on majority voting

Clustering, or cluster analysis, is a widely used technique in bioinformatics to identify groups of similar biological data points. Consensus clustering is an extension to clustering algorithms that aims to construct a robust result from those clustering features that are invariant under different sources of variation. For the reference, please cite the following paper: Yousefi, Melograna, et. al., (2023) <doi:10.3389/fmicb.2023.1170391>.

Behnam Yousefi

ConsensusClustering

Consensus Clustering

majority_voting function

<dl><dt>X</dt>
<dd>clustering matrix of Nsamples x Nclusterings.
Zero elements are are considered as unclustered samples</dd></dl>

Arguments

Consensus mechanism based on majority voting — majority_voting

<dl>

<dt>X</dt>
<dd>clustering matrix of Nsamples x Nclusterings.
Zero elements are are considered as unclustered samples</dd>

</dl>

majority_voting: Consensus mechanism based on majority voting

Description

Usage

Value

Arguments

Details

Examples