createCVUI

CVfit

data

response

sectionvars

preds

a color, or the name of variable to be used for coloring

pointColor

used for similarity weights, defaults to 1.

threshold

maximum value allowed of threshold.

thresholdmax

tours

Logical; if <code>TRUE</code>, shows predicted class probabilities instead of just predicted classes.

probs

Logical; if <code>TRUE</code>, includes option for a three-dimensional regression surface if possible.

view3d

if TRUE, shows sim in conditionplots with points/lines. Defaults to TRUE with 150 or fewer cases.

showsim

if TRUE, conditionplots are drawn as a single PCP (for more than two conditionvars)

cPlotPCP

Constructs a shiny app function with interactive displays for conditional visualization of models,
data and density functions. An extended version of package 'condvis'.
Mark O'Connell, Catherine B. Hurley, Katarina Domijan (2017) <doi:10.18637/jss.v081.i05>.

Catherine Hurley

condvis2

Interactive Conditional Visualization for Supervised and
Unsupervised Models in Shiny

Mark OConnell

Katarina Domijan

createCVUI function

<dl><dt>CVfit</dt>
<dd>a list of fits</dd>
<dt>data</dt>
<dd>a dataset</dd>
<dt>response</dt>
<dd>name of response variable</dd>
<dt>sectionvars</dt>
<dd>names of sectionvars</dd>
<dt>preds</dt>
<dd>names of predictors</dd>
<dt>pointColor</dt>
<dd>a color, or the name of variable to be used for coloring</dd>
<dt>threshold</dt>
<dd>used for similarity weights, defaults to 1.</dd>
<dt>thresholdmax</dt>
<dd>maximum value allowed of threshold.</dd>
<dt>tours</dt>
<dd>A list of pre-calculated tours</dd>
<dt>probs</dt>
<dd>Logical; if <code>TRUE</code>, shows predicted class probabilities instead of just predicted classes.</dd>
<dt>view3d</dt>
<dd>Logical; if <code>TRUE</code>, includes option for a three-dimensional regression surface if possible.</dd>
<dt>showsim</dt>
<dd>if TRUE, shows sim in conditionplots with points/lines. Defaults to TRUE with 150 or fewer cases.</dd>
<dt>cPlotPCP</dt>
<dd>if TRUE, conditionplots are drawn as a single PCP (for more than two conditionvars)</dd></dl>

Arguments

Constructs UI for Condvis — createCVUI

<dl>

<dt>CVfit</dt>
<dd>a list of fits</dd>


<dt>data</dt>
<dd>a dataset</dd>


<dt>response</dt>
<dd>name of response variable</dd>


<dt>sectionvars</dt>
<dd>names of sectionvars</dd>


<dt>preds</dt>
<dd>names of predictors</dd>


<dt>pointColor</dt>
<dd>a color, or the name of variable to be used for coloring</dd>


<dt>threshold</dt>
<dd>used for similarity weights, defaults to 1.</dd>


<dt>thresholdmax</dt>
<dd>maximum value allowed of threshold.</dd>


<dt>tours</dt>
<dd>A list of pre-calculated tours</dd>


<dt>probs</dt>
<dd>Logical; if <code>TRUE</code>, shows predicted class probabilities instead of just predicted classes.</dd>


<dt>view3d</dt>
<dd>Logical; if <code>TRUE</code>, includes option for a three-dimensional regression surface if possible.</dd>


<dt>showsim</dt>
<dd>if TRUE, shows sim in conditionplots with points/lines. Defaults to TRUE with 150 or fewer cases.</dd>


<dt>cPlotPCP</dt>
<dd>if TRUE, conditionplots are drawn as a single PCP (for more than two conditionvars)</dd>

</dl>

createCVUI: Constructs UI for Condvis

Description

Usage

Value

Arguments