AntMAN (version 1.1.0)

AM_coclustering: Return the co-clustering matrix

Description

Given an AM_mcmc_output object, this function returns the co-clustering matrix.

Usage

AM_coclustering(fit)

Arguments

fit

an AM_mcmc_output object.

Value

A numeric co-clustering matrix

Details

The co-clustering matrix is produced by the simultaneous clustering of the rows and columns. Each entry denotes the (posterior) probability that items \(i\) and \(j\) are together. This technique is also known as bi-clustering and block clustering govaert2013coAntMAN, and is useful for understanding the number of clusters in the dataset.

See Also

AM_clustering

Examples

# NOT RUN {
fit = AM_demo_uvp_poi()$fit
ccm <- AM_coclustering(fit)
# }