Nearest neighbour distance matching Leave‐One‐Out Cross‐Validation for map validation

Author:

Milà Carles1ORCID,Mateu Jorge2ORCID,Pebesma Edzer3ORCID,Meyer Hanna4ORCID

Affiliation:

1. Barcelona Institute for Global Health (ISGlobal) Universitat Pompeu Fabra, CIBER Epidemiología y Salud Pública Barcelona Spain

2. Universitat Jaume I Castellón Spain

3. Institute of Geoinformatics, Westfälische Wilhelms‐Universität Münster Münster Germany

4. Institute of Landscape Ecology, Westfälische Wilhelms‐Universität Münster Münster Germany

Funder

Ministerio de Ciencia e Innovación

Publisher

Wiley

Subject

Ecological Modeling,Ecology, Evolution, Behavior and Systematics

Reference42 articles.

1. Spatial Point Patterns

2. dsmextra: Extrapolation assessment tools for density surface models

3. Brenning A.(2021).Spatial machine‐learning model diagnostics: A model‐agnostic distance‐based approach.arXiv preprint arXiv:2111.08478.

4. Corporation M. &Weston S.(2019).doParallel: Foreach parallel adaptor for the ‘parallel’ package. R package version 1.0.15. Retrieved fromhttps://CRAN.R‐project.org/package=doParallel

5. Paintings predict the distribution of species, or the challenge of selecting environmental predictors and evaluation statistics

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