plot.GridOnClusters

Plots discretized data based on grid that 
preserves clusters in original data.

Discretize multivariate continuous data using a grid
to capture the joint distribution that preserves clusters in
original data. It can handle both labeled or unlabeled data.
Both published methods (Wang et al 2020) <doi:10.1145/3388440.3412415>
and new methods are included. Joint grid discretization
can prepare data for model-free inference of association,
function, or causality.

Joe Song

GridOnClusters

Multivariate Joint Grid Discretization

Jiandong Wang

Sajal Kumar

plot.GridOnClusters function

<dl><dt>x</dt>
<dd>the result generated by discretize.jointly</dd>
<dt>xlab</dt>
<dd>the horizontal axis label</dd>
<dt>ylab</dt>
<dd>the vertical axis label</dd>
<dt>main</dt>
<dd>the title of the clustering scatter plots</dd>
<dt>main.table</dt>
<dd>the title of the discretized data plots</dd>
<dt>col</dt>
<dd>the color of data points</dd>
<dt>line_col</dt>
<dd>the color of grid lines</dd>
<dt>cex</dt>
<dd>A numerical value giving the amount by 
which plotting text and symbols should be magnified 
relative to the default.</dd>
<dt>sub</dt>
<dd>the subtitle</dd>
<dt>pch</dt>
<dd>the symbol for points on the scatter plots</dd>
<dt>plot.table</dt>
<dd>a logical to show the contingency 
table. Default: <code>TRUE</code>.</dd>
<dt>...</dt>
<dd>additional graphical parameters</dd></dl>

Arguments

Plotting Grid on Continuous Data — plot.GridOnClusters

<dl>

<dt>x</dt>
<dd>the result generated by discretize.jointly</dd>


<dt>xlab</dt>
<dd>the horizontal axis label</dd>


<dt>ylab</dt>
<dd>the vertical axis label</dd>


<dt>main</dt>
<dd>the title of the clustering scatter plots</dd>


<dt>main.table</dt>
<dd>the title of the discretized data plots</dd>


<dt>col</dt>
<dd>the color of data points</dd>


<dt>line_col</dt>
<dd>the color of grid lines</dd>


<dt>cex</dt>
<dd>A numerical value giving the amount by 
which plotting text and symbols should be magnified 
relative to the default.</dd>


<dt>sub</dt>
<dd>the subtitle</dd>


<dt>pch</dt>
<dd>the symbol for points on the scatter plots</dd>


<dt>plot.table</dt>
<dd>a logical to show the contingency 
table. Default: <code>TRUE</code>.</dd>


<dt>...</dt>
<dd>additional graphical parameters</dd>

</dl>

plot.GridOnClusters: Plotting Grid on Continuous Data

Description

Usage

Arguments