out_degree_fractions

Given a weighted graph and a partition into communities, returns the
maximum, average and flake out degree fractions of each community.

Evaluates the stability and significance of clusters on 'igraph' graphs.
Supports weighted and unweighted graphs. Implements the cluster evaluation methods
defined by Arratia A, Renedo M (2021) <doi:10.7717/peerj-cs.600>. Also includes an
implementation of the Reduced Mutual Information introduced by Newman et al. (2020)
<doi:10.1103/PhysRevE.101.042304>.

Martc3<ad> Mirambell

clustAnalytics

Cluster Evaluation on Graphs

out_degree_fractions function

<dl><dt>g</dt>
<dd>Graph to be analyzed (as an <code>igraph</code> object)</dd>
<dt>com</dt>
<dd>Community membership vector. Each element corresponds to a vertex
of the graph, and contains the index of the community it belongs to.</dd>
<dt>edgelist</dt>
<dd>alternatively, the edgelist of the graph</dd></dl>

Arguments

Maximum, Average, and Flake Out Degree Fractions of a Graph Partition — out_degree_fractions

<dl>

<dt>g</dt>
<dd>Graph to be analyzed (as an <code>igraph</code> object)</dd>


<dt>com</dt>
<dd>Community membership vector. Each element corresponds to a vertex
of the graph, and contains the index of the community it belongs to.</dd>


<dt>edgelist</dt>
<dd>alternatively, the edgelist of the graph</dd>

</dl>

out_degree_fractions: Maximum, Average, and Flake Out Degree Fractions of a Graph Partition

Description

Usage

Value

Arguments