Generate correlated synthetic data

Clusters with local anisotropy plus a globally shared off-axis subspace. Use generate_correlated_data() instead.

Usage

rs_data_correlated(n, dim, n_clusters, cor_strength, seed)

Arguments

n

Integer. Number of samples.

dim

Integer. Number of features.

n_clusters

Integer. Number of clusters.

cor_strength

Numeric. Share of structured variance in the shared off-axis subspace, 0 to 1.

seed

Integer. Random seed.

Value

A list with data (n x dim numeric matrix) and labels (1-based integer cluster labels).