Random forests for classification in ecology

Author

CUTLER, D. Richard¹ ; EDWARDS, Thomas C² ; BEARD, Karen H³ ; CUTLER, Adele¹ ; HESS, Kyle T¹ ; GIBSON, Jacob⁴ ; LAWLER, Joshua J⁵
[1] Department of Mathematics and Statistics, Utah State University, Logan, Utah 84322-3900, United States
[2] U.S. Geological Survey, Utah Cooperative Fish and Wildlife Research Unit, Utah State University, Logan, Utah 84322-5290, United States
[3] Department of Wildland Resources and Ecology Center, Utah State University, Logan, Utah 84322-5230, United States
[4] Department of Wildland Resources, Utah State University, Logan, Utah 84322-5230, United States
[5] College of Forest Resources, University of Washington, Seattle, Washington 98195-2100, United States

Source

Ecology (Durham). 2007, Vol 88, Num 11, pp 2783-2792, 10 p ; ref : 1/4 p

CODEN

ECGYAQ

ISSN

0012-9658

Scientific domain

Ecology; Environment

Publisher

Ecological Society of America, Washington, DC

Publication country

United States

Document type

Article

Language

English

Author keyword

LDA; logistic regression; machine learning; partial dependence plots; random forests; species distribution models additive logistic regression; classification trees

Keyword (fr)

Additif Apprentissage Ecologie Forêt Modèle Parcelle Régression logistique Répartition spatiale Aire de distribution Classification tree analysis Processus acquisition

Keyword (en)

Additive Learning Ecology Forests Models Plot Logistic regression Spatial distribution Distribution range Acquisition process

Keyword (es)

Aditivo Aprendizaje Ecología Bosque Modelo Parcela Regresión logística Distribución espacial Area de distribución Proceso adquisición

Classification

Pascal

002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A14 Animal, plant and microbial ecology / 002A14B Animal and plant ecology / 002A14B01 General aspects

Pascal

002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A33 Forestry / 002A33A Generalities. Production, biomass. Quality of wood and forest products. General forest ecology / 002A33A02 General forest ecology

Discipline

Animal, vegetal and microbial ecology Silviculture

Origin

Inist-CNRS

Database

PASCAL

INIST identifier

19281370

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS