The use of classification and regression algorithms using the random forests method with presence-only data to model species’ distribution

Random forests (RF) is a powerful species distribution model (SDM) algorithm. This ensemble model by default can produce categorical and numerical species distribution maps based on its classification tree (CT) and regression tree (RT) algorithms, respectively. The CT algorithm can also produce nume...

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Detalhes bibliográficos
Publicado no:MethodsX
Main Authors: Zhang, Lei, Huettmann, Falk, Zhang, Xudong, Liu, Shirong, Sun, Pengsen, Yu, Zhen, Mi, Chunrong
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2019
Assuntos:
Environmental Science
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6812352/
https://ncbi.nlm.nih.gov/pubmed/31667128
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.mex.2019.09.035
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