Jazz

List of edges of the network of Jazz musicians.

datasets

An ensemble of algorithms that enable the clustering of networks and data matrices (such as counts, categorical or continuous) with different type of generative models. Model selection and clustering is performed in combination by optimizing the Integrated Classification Likelihood (which is equivalent to minimizing the description length). Several models are available such as: Stochastic Block Model, degree corrected Stochastic Block Model, Mixtures of Multinomial, Latent Block Model. The optimization is performed thanks to a combination of greedy local search and a genetic algorithm (see <arXiv:2002:11577> for more details).

Etienne C<c3><b4>me

greed

Clustering and Model Selection with the Integrated
Classification Likelihood

Etienne Côme

Nicolas Jouvin

Jazz function

An object of class <code><a href="/link/sparseMatrix?package=greed&version=0.6.1" data-mini-rdoc="greed::sparseMatrix">sparseMatrix</a></code> with the network adjacency matrix.

Format

Jazz musicians network dataset — Jazz

An object of class <code><a href='https://rdrr.io/pkg/Matrix/man/sparseMatrix.html'>sparseMatrix</a></code> with the network adjacency matrix.

Jazz: Jazz musicians network dataset

Description

Usage

Arguments

Format

References

Examples