VSLCMstrategy-class

<dl class="dl-horizontal">
 <dt>initModel</dt><dd>numeric. Number of initialisations for the model selection algorithm.</dd>
 <dt>vbleSelec</dt><dd>logical. It indicates if the selection of the variables is performed.</dd>
 <dt>paramEstim</dt><dd>logical. It indicates if the parameter estimation is performed.</dd>
 <dt>parallel</dt><dd>logical. It indicates if a parallelisation is done.</dd>
 <dt>nbSmall</dt><dd>numeric. It indicates the number of small EM.</dd>
 <dt>iterSmall</dt><dd>numeric. It indicates the number of iteration for the small EM</dd>
 <dt>nbKeep</dt><dd>numeric. It indicates the number of chains kept for the EM.</dd>
 <dt>iterKeep</dt><dd>numeric. It indicates the maximum number of iteration for the EM.</dd>
 <dt>tolKeep</dt><dd>numeric. It indicates the value of the difference between successive iterations of EM stopping the EM.</dd>
</dl>

Full model selection (detection of the relevant features and estimation of the number of clusters) for model-based clustering (see reference here <doi:10.1007/s11222-016-9670-1>). Data to analyze can be continuous, categorical, integer or mixed. Moreover, missing values can occur and do not necessitate any pre-processing. Shiny application permits an easy interpretation of the results.

Mohammed Sedki

VarSelLCM

Variable Selection for Model-Based Clustering of Mixed-Type Data
Set with Missing Values

VSLCMstrategy-class function

<dl class='dl-horizontal'>
 <dt>initModel</dt><dd>numeric. Number of initialisations for the model selection algorithm.</dd>
 <dt>vbleSelec</dt><dd>logical. It indicates if the selection of the variables is performed.</dd>
 <dt>paramEstim</dt><dd>logical. It indicates if the parameter estimation is performed.</dd>
 <dt>parallel</dt><dd>logical. It indicates if a parallelisation is done.</dd>
 <dt>nbSmall</dt><dd>numeric. It indicates the number of small EM.</dd>
 <dt>iterSmall</dt><dd>numeric. It indicates the number of iteration for the small EM</dd>
 <dt>nbKeep</dt><dd>numeric. It indicates the number of chains kept for the EM.</dd>
 <dt>iterKeep</dt><dd>numeric. It indicates the maximum number of iteration for the EM.</dd>
 <dt>tolKeep</dt><dd>numeric. It indicates the value of the difference between successive iterations of EM stopping the EM.</dd>
</dl>

Constructor of <code><a href='<a href='VSLCMstrategy'></a>'>VSLCMstrategy</a></code> class — VSLCMstrategy-class

Constructor of <code><a href='<a href='VSLCMstrategy'></a>'>VSLCMstrategy</a></code> class

Constructor of <code><a href="/link/?package=VarSelLCM&version=2.1.3.1" vslcmstrategy'="" data-mini-rdoc="VarSelLCM::"></a>'>VSLCMstrategy</code> class

VSLCMstrategy-class: Constructor of `'>VSLCMstrategy` class

Description

Arguments

Examples