synthetic: Synthetic Dataset for CHIPS Demo

In salso: Search Algorithms and Loss Functions for Bayesian Clustering

Synthetic Dataset for CHIPS Demo

Description

Synthetic Dataset for CHIPS Demo

Usage

data(synthetic)

Format

A list with elements partitions, data, and means as described.

Details

A small synthetic dataset used in the CHIPS demo.

Load with data("synthetic", package = "salso") to get a list with the following components:

• partitions: integer matrix of size ⁠B x n⁠ giving B sampled clusterings (rows) of n items (columns), encoded with cluster labels.

• data: numeric matrix of size ⁠n x 2⁠ giving the two-dimensional observations used to generate the partitions.

• means: numeric array of size ⁠B x K x 2⁠ giving cluster-specific means across MCMC iterations (B), for each cluster (K) and dimension (2).

See also the CHIPS demo: demo("chips", package = "salso").

See Also

chips

Examples

data(synthetic)
str(synthetic)

salso documentation built on March 8, 2026, 9:08 a.m.