average_odf

Computes the Average Out Degree Fraction (Average ODF) of a graph (which can be weighted)
and its communities.

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

average_odf function

<dl><dt>g</dt>
<dd>Graph to be analyzed (as an <code>igraph</code> object). If the edges have a "weight" attribute, those will be used as weights (otherwise, all edges are assumed to be 1).</dd>
<dt>com</dt>
<dd>Community membership integer vector. Each element corresponds to a vertex
of the graph, and contains the index of the community it belongs to.</dd></dl>

Arguments

Average Out Degree Fraction — average_odf

<dl>

<dt>g</dt>
<dd>Graph to be analyzed (as an <code>igraph</code> object). If the edges have a "weight" attribute, those will be used as weights (otherwise, all edges are assumed to be 1).</dd>


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

</dl>

average_odf: Average Out Degree Fraction

Description

Usage

Value

Arguments

See Also

Examples