add_member

add_member.default

add_member.tune_results

add_member.workflow_set

This function adds member(s) to a <code>simple_ensemble()</code> object, taking the
best member from each workflow provided. It is possible to pass individual
<code>tune_results</code> objects from a tuned <code>workflow</code>, or a
<code><a href="https://workflowsets.tidymodels.org/reference/workflow_set.html">workflowsets::workflow_set()</a></code>.

ensemble

Fit species distribution models (SDMs) using the 'tidymodels' framework,
which provides a standardised interface to define models and process their
outputs. 'tidysdm' expands 'tidymodels' by providing methods for spatial objects,
models and metrics specific to SDMs,
as well as a number of specialised functions to process occurrences
for contemporary and palaeo datasets. The full
functionalities of the package are described
in Leonardi et al. (2023) <doi:10.1101/2023.07.24.550358>.

Andrea Manica

tidysdm

Species Distribution Models with Tidymodels

Michela Leonardi

Margherita Colucci

Andrea Vittorio Pozzi

Eleanor M.L. Scerri

Ben Tupper

add_member function

<dl><dt>x</dt>
<dd>a simple_ensemble to which member(s) will be added</dd>
<dt>member</dt>
<dd>a <code>tune_results</code>, or a <code><a href="https://workflowsets.tidymodels.org/reference/workflow_set.html">workflowsets::workflow_set</a></code></dd>
<dt>...</dt>
<dd>not used at the moment.</dd>
<dt>metric</dt>
<dd>A character string (or NULL) for which metric to optimize.
If NULL, the first metric is used.</dd>
<dt>id</dt>
<dd>the name to be given to this workflow in the <code>wflow_id</code> column.</dd></dl>

Arguments

This function adds member(s) to a <code>simple_ensemble()</code> object, taking the
best member from each workflow provided. It is possible to pass individual
<code>tune_results</code> objects from a tuned <code>workflow</code>, or a
<code><a href='https://workflowsets.tidymodels.org/reference/workflow_set.html'>workflowsets::workflow_set()</a></code>.

Add best member of workflow to a simple ensemble — add_member

<dl>

<dt>x</dt>
<dd>a simple_ensemble to which member(s) will be added</dd>


<dt>member</dt>
<dd>a <code>tune_results</code>, or a <code><a href='https://workflowsets.tidymodels.org/reference/workflow_set.html'>workflowsets::workflow_set</a></code></dd>


<dt>...</dt>
<dd>not used at the moment.</dd>


<dt>metric</dt>
<dd>A character string (or NULL) for which metric to optimize.
If NULL, the first metric is used.</dd>


<dt>id</dt>
<dd>the name to be given to this workflow in the <code>wflow_id</code> column.</dd>

</dl>

add_member: Add best member of workflow to a simple ensemble

Description

Usage

Value

Arguments