plotTuneMultiCritResult

(<a rd-options="" href="/link/TuneMultiCritResult?package=mlr&version=2.19.0" data-mini-rdoc="mlr::TuneMultiCritResult">TuneMultiCritResult</a>)
Result of <a rd-options="" href="/link/tuneParamsMultiCrit?package=mlr&version=2.19.0" data-mini-rdoc="mlr::tuneParamsMultiCrit">tuneParamsMultiCrit</a>.

(<code>logical(1)</code>)
Visualize all evaluated points (or only the non-dominated pareto front)?
For the full path, the size of the points on the front is slightly increased.
Default is <code>TRUE</code>.

path

(<code>character(1)</code>)
Which column of <code>res$opt.path</code> should be mapped to ggplot2 color?
Default is <code>NULL</code>, which means none.

(<code>character(1)</code>)
Which column of <code>res$opt.path</code> should be mapped to ggplot2 shape?
Default is <code>NULL</code>, which means none.

shape

(<code>numeric(1)</code>)
Point size for ggplot2 <a rd-options="ggplot2:geom_point" href="/link/ggplot2%3A%3Ageom_point?package=mlr&version=2.19.0&to=ggplot2%3Ageom_point" data-mini-rdoc="ggplot2:geom_point::ggplot2::geom_point">ggplot2::geom_point</a> for data points.
Default is 2.

pointsize

(<code>logical(1)</code>)
Whether to use the ID of the measures instead of their name in labels. Defaults to <code>TRUE</code>.

pretty.names

Visualizes the pareto front and possibly the dominated points.

Interface to a large number of classification and
regression techniques, including machine-readable parameter
descriptions. There is also an experimental extension for survival
analysis, clustering and general, example-specific cost-sensitive
learning. Generic resampling, including cross-validation,
bootstrapping and subsampling.  Hyperparameter tuning with modern
optimization techniques, for single- and multi-objective problems.
Filter and wrapper methods for feature selection. Extension of basic
learners with additional operations common in machine learning, also
allowing for easy nested resampling.  Most operations can be
parallelized.

Patrick Schratz

Machine Learning in R

Bernd Bischl

Michel Lang

Lars Kotthoff

Julia Schiffner

Jakob Richter

Zachary Jones

Giuseppe Casalicchio

Mason Gallo

Jakob Bossek

Erich Studerus

Leonard Judt

Tobias Kuehn

Pascal Kerschke

Florian Fendt

Philipp Probst

Xudong Sun

Janek Thomas

Bruno Vieira

Laura Beggel

Quay Au

Martin Binder

Florian Pfisterer

Stefan Coors

Steve Bronder

Alexander Engelhardt

Christoph Molnar

Annette Spooner

plotTuneMultiCritResult function

<dl><dt>res</dt>
<dd>(TuneMultiCritResult) 
Result of tuneParamsMultiCrit.</dd>
<dt>path</dt>
<dd>(<code>logical(1)</code>) 
Visualize all evaluated points (or only the non-dominated pareto front)?
For the full path, the size of the points on the front is slightly increased.
Default is <code>TRUE</code>.</dd>
<dt>col</dt>
<dd>(<code>character(1)</code>) 
Which column of <code>res$opt.path</code> should be mapped to ggplot2 color?
Default is <code>NULL</code>, which means none.</dd>
<dt>shape</dt>
<dd>(<code>character(1)</code>) 
Which column of <code>res$opt.path</code> should be mapped to ggplot2 shape?
Default is <code>NULL</code>, which means none.</dd>
<dt>pointsize</dt>
<dd>(<code>numeric(1)</code>) 
Point size for ggplot2 <a href="https://ggplot2.tidyverse.org/reference/geom_point.html">ggplot2::geom_point</a> for data points.
Default is 2.</dd>
<dt>pretty.names</dt>
<dd>(<code>logical(1)</code>) 
Whether to use the ID of the measures instead of their name in labels. Defaults to <code>TRUE</code>.</dd></dl>

Arguments

Plots multi-criteria results after tuning using ggplot2. — plotTuneMultiCritResult

<dl>

<dt>res</dt>
<dd>(TuneMultiCritResult) 
Result of tuneParamsMultiCrit.</dd>


<dt>path</dt>
<dd>(<code>logical(1)</code>) 
Visualize all evaluated points (or only the non-dominated pareto front)?
For the full path, the size of the points on the front is slightly increased.
Default is <code>TRUE</code>.</dd>


<dt>col</dt>
<dd>(<code>character(1)</code>) 
Which column of <code>res$opt.path</code> should be mapped to ggplot2 color?
Default is <code>NULL</code>, which means none.</dd>


<dt>shape</dt>
<dd>(<code>character(1)</code>) 
Which column of <code>res$opt.path</code> should be mapped to ggplot2 shape?
Default is <code>NULL</code>, which means none.</dd>


<dt>pointsize</dt>
<dd>(<code>numeric(1)</code>) 
Point size for ggplot2 <a href='https://ggplot2.tidyverse.org/reference/geom_point.html'>ggplot2::geom_point</a> for data points.
Default is 2.</dd>


<dt>pretty.names</dt>
<dd>(<code>logical(1)</code>) 
Whether to use the ID of the measures instead of their name in labels. Defaults to <code>TRUE</code>.</dd>

</dl>

plotTuneMultiCritResult: Plots multi-criteria results after tuning using ggplot2.

Description

Usage

Value

Arguments

See Also

Examples