sdm_spec_glm

This function returns a <a href="https://parsnip.tidymodels.org/reference/model_spec.html">parsnip::model_spec</a> for a Generalised Linear Model
to be used as a classifier of presences and absences in Species Distribution
Model.

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_spec_glm function

<dl><dt>...</dt>
<dd>parameters to be passed to <code><a href="https://parsnip.tidymodels.org/reference/logistic_reg.html">parsnip::logistic_reg()</a></code> to customise
the model. See the help of that function for details.</dd>
<dt>tune</dt>
<dd>character defining the tuning strategy. As there are no
hyperparameters to tune in a glm, the only valid option is "none". This
parameter is present for consistency with other <code>sdm_spec_*</code> functions, but
it does nothing in this case.</dd></dl>

Arguments

This function returns a <a href='https://parsnip.tidymodels.org/reference/model_spec.html'>parsnip::model_spec</a> for a Generalised Linear Model
to be used as a classifier of presences and absences in Species Distribution
Model.

Model specification for a GLM for SDM — sdm_spec_glm

<dl>

<dt>...</dt>
<dd>parameters to be passed to <code><a href='https://parsnip.tidymodels.org/reference/logistic_reg.html'>parsnip::logistic_reg()</a></code> to customise
the model. See the help of that function for details.</dd>


<dt>tune</dt>
<dd>character defining the tuning strategy. As there are no
hyperparameters to tune in a glm, the only valid option is "none". This
parameter is present for consistency with other <code>sdm_spec_*</code> functions, but
it does nothing in this case.</dd>

</dl>

sdm_spec_glm: Model specification for a GLM for SDM

Description

Usage

Value

Arguments

See Also

Examples