density_ratio

Density ratio of a graph's 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

density_ratio 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.</dd>
<dt>com</dt>
<dd>community membership integer vector. Each element corresponds to a vertex.</dd>
<dt>type</dt>
<dd>can either be "local" or "global"</dd></dl>

Arguments

Density Ratio — density_ratio

<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.</dd>


<dt>com</dt>
<dd>community membership integer vector. Each element corresponds to a vertex.</dd>


<dt>type</dt>
<dd>can either be "local" or "global"</dd>

</dl>

density_ratio: Density Ratio

Description

Usage

Value

Arguments

See Also

Examples