majority_voting {ConsensusClustering} | R Documentation |
Consensus mechanism based on majority voting
Description
Consensus mechanism based on majority voting
Usage
majority_voting(X)
Arguments
X |
clustering matrix of Nsamples x Nclusterings. Zero elements are are considered as unclustered samples |
Details
Perform majority voting as a consensus mechanism.
Value
the vector of consensus clustering result
Examples
X = gaussian_clusters()$X
x1 = kmeans(X, 5)$cluster
x2 = kmeans(X, 5)$cluster
x3 = kmeans(X, 5)$cluster
clusters = majority_voting(cbind(x1,x2,x3))
[Package ConsensusClustering version 1.5.0 Index]