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...

Descripción completa

Guardado en:
Detalles Bibliográficos
Publicado en:MethodsX
Autores principales: Zhang, Lei, Huettmann, Falk, Zhang, Xudong, Liu, Shirong, Sun, Pengsen, Yu, Zhen, Mi, Chunrong
Formato: Artigo
Lenguaje:Inglês
Publicado: Elsevier 2019
Materias:
Environmental Science
Acceso en línea: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
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares