plot

plot,VSLCMresults,character-method

plot,VSLCMresults,ANY-method

instance of <code><a href="/link/?package=VarSelLCM&version=2.1.1" vslcmresults'="" data-mini-rdoc="VarSelLCM::"></a>'>VSLCMresults</code>.

character. The name of the variable we are interested in. Otherwise, graphic about general results is ploted.

character. Can be cdf or boxplot to plot the distribution of the variable we are interested in. Otherwise, must be pie or bar to obtain information about the discriminative power of the variables and must be probs-overall or probs-class to obtain information about the misclassification probabilities.

type

numeric. Define the range of the most discriminative variables to considered (only use if type="pie" or type="bar")

ylim

Additional argument list that might not ever be used.

This function draws information about an instance of <code><a href="/link/?package=VarSelLCM&version=2.1.1" vslcmresults'="" data-mini-rdoc="VarSelLCM::"></a>'>VSLCMresults</code>.

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

plot function

instance of <code><a href='<a href='VSLCMresults'></a>'>VSLCMresults</a></code>.

This function draws information about an instance of <code><a href='<a href='VSLCMresults'></a>'>VSLCMresults</a></code>.

This function draws information about an instance of <code><a href='<a href='VSLCMresults'></a>'>VSLCMresults</a></code>. — plot

This function draws information about an instance of <code><a href='<a href='VSLCMresults'></a>'>VSLCMresults</a></code>.

This function draws information about an instance of <code><a href="/link/?package=VarSelLCM&version=2.1.1" vslcmresults'="" data-mini-rdoc="VarSelLCM::"></a>'>VSLCMresults</code>.

plot: This function draws information about an instance of `'>VSLCMresults`.

Description

Usage

Arguments