gam_formula

This function takes the formula from a recipe, and turns numeric predictors
into smooths with a given k. This formula can be passed to a workflow or
workflow set when fitting a gam.

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

gam_formula function

<dl><dt>object</dt>
<dd>a <a href="https://recipes.tidymodels.org/reference/recipe.html">recipes::recipe</a>, already trained</dd>
<dt>k</dt>
<dd>the k value for the smooth</dd></dl>

Arguments

Create a formula for gam — gam_formula

<dl>

<dt>object</dt>
<dd>a <a href='https://recipes.tidymodels.org/reference/recipe.html'>recipes::recipe</a>, already trained</dd>


<dt>k</dt>
<dd>the k value for the smooth</dd>

</dl>

gam_formula: Create a formula for gam

Description

Usage

Value

Arguments