repeat_ensemble

An ensemble based multiple sets of pseudoabsences/background. This object is
a collection (list) of <code>simple_ensemble</code> objects for which predictions will
be combined in a simple way (e.g. by taking either the mean or median). Each
<code>simple_ensemble</code> contains the best version of a each given model type
following turning; all simple ensembles will need to have the same metric
estimated during the cv process.

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

repeat_ensemble function

<dl><dt>...</dt>
<dd>not used, this function just creates an empty <code>repeat_ensemble</code>
object. Members are added with <code>add_best_candidates()</code></dd></dl>

Arguments

Repeat ensemble — repeat_ensemble

<dl>

<dt>...</dt>
<dd>not used, this function just creates an empty <code>repeat_ensemble</code>
object. Members are added with <code>add_best_candidates()</code></dd>

</dl>

repeat_ensemble: Repeat ensemble

Description

Usage

Value

Arguments