gaussian_clusters_with_param {ConsensusClustering}

Generate clusters of data points from Gaussian distribution with given parameters

Description

Generate clusters of data points from Gaussian distribution with given parameters

Usage

gaussian_clusters_with_param(n, center, sigma)

Arguments

n

vector of number of data points in each cluster The length of n should be equal to the number of clusters.

center

matrix of centers Ncluster x dim

sigma

list of covariance matrices dim X dim. The length of sigma should be equal to the number of clusters.

Value

matrix of Nsamples x (dim + 1). The last column is cluster labels.

Examples

center = rbind(c(0,0),
               c(1,1))
sigma = list(diag(c(1,1)),
             diag(2,2))
gaussian_clusters_with_param(c(10, 10), center, sigma)