majority_voting {ConsensusClustering} | R Documentation |
Consensus mechanism based on majority voting
majority_voting(X)
X |
clustering matrix of Nsamples x Nclusterings. Zero elements are are considered as unclustered samples |
Perform majority voting as a consensus mechanism.
the vector of consensus clustering result
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))