autoplot.grid_search

Construct a
<a href="https://ggplot2.tidyverse.org/reference/ggplot.html"><code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html">ggplot2::ggplot</a></code></a>
object plotting grid search results for Optimal Feature Selection learners

An interface to the algorithms of 'Interpretable AI'
<https://www.interpretable.ai> from the R programming language.
'Interpretable AI' provides various modules, including 'Optimal Trees' for
classification, regression, prescription and survival analysis, 'Optimal
Imputation' for missing data imputation and outlier detection, and 'Optimal
Feature Selection' for exact sparse regression. The 'iai' package is an
open-source project. The 'Interpretable AI' software modules are proprietary
products, but free academic and evaluation licenses are available.

Jack Dunn

Interface to 'Interpretable AI' Modules

Ying Zhuo

Interpretable AI LLC 

autoplot.grid_search function

<dl><dt>object</dt>
<dd>The grid search to plot</dd>
<dt>type</dt>
<dd>The type of plot to construct (either <code>"validation"</code> or
<code>"importance"</code>, for more information refer to the
<a href="https://docs.interpretable.ai/v3.2.2/OptimalFeatureSelection/visualization/#Plotting-Grid-Search-Results-1">Julia documentation for plotting grid search results</a>
)</dd>
<dt>...</dt>
<dd>Additional arguments (unused)</dd></dl>

Arguments

Requires IAI version 2.2 or higher.

IAI Compatibility

Construct a
<a href='https://ggplot2.tidyverse.org/reference/ggplot.html'><code><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot2::ggplot</a></code></a>
object plotting grid search results for Optimal Feature Selection learners

Construct a
ggplot2::ggplot
object plotting grid search results for Optimal Feature Selection learners — autoplot.grid_search

<dl>

<dt>object</dt>
<dd>The grid search to plot</dd>


<dt>type</dt>
<dd>The type of plot to construct (either <code>"validation"</code> or
<code>"importance"</code>, for more information refer to the
<a href='https://docs.interpretable.ai/v3.2.2/OptimalFeatureSelection/visualization/#Plotting-Grid-Search-Results-1'>Julia documentation for plotting grid search results</a>
)</dd>


<dt>...</dt>
<dd>Additional arguments (unused)</dd>

</dl>

Requires IAI version 2.2 or higher.

Construct a
<a href='https://ggplot2.tidyverse.org/reference/ggplot.html'><code><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot2::ggplot</a></code></a>
object plotting grid search results for Optimal Feature Selection learners

Construct a
<a href="https://ggplot2.tidyverse.org/reference/ggplot.html"><code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html">ggplot2::ggplot</a></code></a>
object plotting grid search results for Optimal Feature Selection learners

autoplot.grid_search: Construct a `ggplot2::ggplot` object plotting grid search results for Optimal Feature Selection learners

Description

Usage

Arguments

IAI Compatibility

Examples