4bc5007d-54fa-490a-8d66-1523d659b123 2.0.4 ENMeval R package - Automated Tuning and Evaluations of Ecological Niche Models 2023-01-07 The package runs ecological niche models over all combinations of user-defined settings (i.e., tuning), performs cross validation to evaluate models, and returns data tables to aid in selection of optimal model settings that balance goodness-of-fit and model complexity. Moreover, it provides functions to partition data spatially (or not) for cross validation, to plot multiple visualizations of results, to run null models to estimate significance and effect sizes of performance metrics, and to calculate niche overlap between model predictions, among others. The package was originally built for Maxent models, but the current version allows possible extensions for any modeling algorithm. Jamie M. Kass jamie.m.kass@gmail.com Robert Muscarella Peter J. Galante Corentin Bohl Gonzalo E. Buitrago- Pinilla Robert A. Boria Mariano Soley-Guardia Robert P. Anderson https://metadatacatalogue.lifewatch.eu/geonetwork/srv/api/records/4bc5007d-54fa-490a-8d66-1523d659b123/attachments/modelling.jpg modelling.jpg modelling Ecological Niche Models ENMs model evaluation cross validation R https://cran.r-project.org/web/licenses/GPL-3 R (≥ 3.5.0) model evaluation model validation modelling https://jamiemkass.github.io/ENMeval/articles/ENMeval-2.0-vignette.html https://cran.r-project.org/web/packages/ENMeval/ENMeval.pdf https://cran.r-project.org/web/packages/ENMeval/index.html WWW:LINK-1.0-http--link CRAN link