dbs-class

This class contains the model obtained by the DBSCAN method.

Contains functions to simplify the use of data mining methods (classification, regression, clustering, etc.), for students and beginners in R programming. Various R packages are used and wrappers are built around the main functions, to standardize the use of data mining methods (input/output): it brings a certain loss of flexibility, but also a gain of simplicity. The package name came from the French "Fouille de Données en Master 2 Informatique Décisionnelle".

Alexandre Blansch<c3><a9>

fdm2id

Data Mining and R Programming for Beginners

Alexandre Blansché

dbs-class function

<dl>
<dt><code>cluster</code></dt>
<dd>A vector of integers indicating the cluster to which each point is allocated.</dd></dl>
<dt><code>eps</code></dt>
<dd>Reachability distance (parameter).</dd>
<dt><code>MinPts</code></dt>
<dd>Reachability minimum no. of points (parameter).</dd>
<dt><code>isseed</code></dt>
<dd>A logical vector indicating whether a point is a seed (not border, not noise).</dd>
<dt><code>data</code></dt>
<dd>The dataset that has been used to fit the map (as a <code>matrix</code>).</dd>

Slots

DBSCAN model — dbs-class

<dl>
<dt><code>cluster</code></dt>
<dd>A vector of integers indicating the cluster to which each point is allocated.</dd>


<dt><code>eps</code></dt>
<dd>Reachability distance (parameter).</dd>


<dt><code>MinPts</code></dt>
<dd>Reachability minimum no. of points (parameter).</dd>


<dt><code>isseed</code></dt>
<dd>A logical vector indicating whether a point is a seed (not border, not noise).</dd>


<dt><code>data</code></dt>
<dd>The dataset that has been used to fit the map (as a <code>matrix</code>).</dd>


</dl>

dbs-class: DBSCAN model

Description

Arguments

Slots

See Also