label_similarity: Similarity between different clusters

In ConsensusClustering: Consensus Clustering

Similarity between different clusters

Description

Similarity between different clusters

Usage

label_similarity(x1, x2)

Arguments

x1	clustering vector 1 Zero elements are are considered as unclustered samples
x2	clustering vector 2 Zero elements are are considered as unclustered samples

Details

When performing several clustering, the cluster labels may not match with each other. To find correspondences between clusters, the similarity between different labels will be calculated.

Value

matrix of similarities between clustering labels

Examples

X = gaussian_clusters()$X
x1 = kmeans(X, 5)$cluster
x2 = kmeans(X, 5)$cluster
Sim = label_similarity(x1, x2)

ConsensusClustering documentation built on Sept. 11, 2024, 6:38 p.m.