SDMtune: Species Distribution Model Selection

User-friendly framework that enables the training and the evaluation of species distribution models (SDMs). The package implements functions for data driven variable selection and model tuning and includes numerous utilities to display the results. All the functions used to select variables or to tune model hyperparameters have an interactive real-time chart displayed in the 'RStudio' viewer pane during their execution.

Package details

AuthorSergio Vignali [aut, cre] (<https://orcid.org/0000-0002-3390-5442>), Arnaud Barras [aut] (<https://orcid.org/0000-0003-0850-6965>), Veronika Braunisch [aut] (<https://orcid.org/0000-0001-7035-4662>), Conservation Biology - University of Bern [fnd]
MaintainerSergio Vignali <sergio.vignali@iee.unibe.ch>
LicenseGPL-3
Version1.1.5
URL https://consbiol-unibern.github.io/SDMtune/ https://github.com/ConsBiol-unibern/SDMtune
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SDMtune")

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SDMtune documentation built on July 17, 2021, 9:06 a.m.