sdm_metric_set

This function returns a <a href="https://yardstick.tidymodels.org/reference/metric_set.html">yardstick::metric_set</a> that includes <code>boyce_cont()</code>,
<code><a href="https://yardstick.tidymodels.org/reference/roc_auc.html">yardstick::roc_auc()</a></code> and <code>tss_max()</code>, the most commonly used metrics for
SDM.

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

sdm_metric_set function

<dl><dt>...</dt>
<dd>additional metrics to be added to the
<code><a href="https://yardstick.tidymodels.org/reference/metric_set.html">yardstick::metric_set</a></code>. See the help to <code><a href="https://yardstick.tidymodels.org/reference/metric_set.html">yardstick::metric_set()</a></code> for
constraints on the type of metrics that can be mixed.</dd></dl>

Arguments

This function returns a <a href='https://yardstick.tidymodels.org/reference/metric_set.html'>yardstick::metric_set</a> that includes <code>boyce_cont()</code>,
<code><a href='https://yardstick.tidymodels.org/reference/roc_auc.html'>yardstick::roc_auc()</a></code> and <code>tss_max()</code>, the most commonly used metrics for
SDM.

Metric set for SDM — sdm_metric_set

<dl>

<dt>...</dt>
<dd>additional metrics to be added to the
<code><a href='https://yardstick.tidymodels.org/reference/metric_set.html'>yardstick::metric_set</a></code>. See the help to <code><a href='https://yardstick.tidymodels.org/reference/metric_set.html'>yardstick::metric_set()</a></code> for
constraints on the type of metrics that can be mixed.</dd>

</dl>

sdm_metric_set: Metric set for SDM

Description

Usage

Value

Arguments

Examples