Newer classification and regression tree techniques : Bagging and random forests for ecological prediction
- Author
- PRASAD, Anantha M1 ; IVERSON, Louis R1 ; LIAW, Andy2
[1] Northeastern Research Station, USDA Forest Service, 359 Main Road, Delaware, Ohio 43015, United States
[2] Biometrics Research Department, Merck Research Laboratories, Rahway, New Jersey, United States - Source
Ecosystems (New York, NY. Print). 2006, Vol 9, Num 2, pp 181-199, 19 p ; ref : 1 p.3/4
- ISSN
- 1432-9840
- Scientific domain
- Ecology; Environment
- Publisher
- Springer, New York, NY
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Bagging Trees Canadian Climate Centre (CCC) Kappa Multivariate Adaptive Regression Splines (MARS) Random Forests Regression Tree Analysis (RTA) classification and regression trees (CART) data mining decision tree eastern United States fuzzy Kappa global circulation model (GCM) predictive mapping
- Keyword (fr)
- Adaptation Analyse régression Arbre décision Climat Ecologie Ecosystème Exploitation minière Forêt Industrie extractive Modèle Canada Classification tree analysis Etats Unis Amérique du Nord Amérique
- Keyword (en)
- Adaptation Regression analysis Decision tree Climate Ecology Ecosystem Mining Forests Mining industry Models Canada United States North America America
- Keyword (es)
- Adaptación Análisis regresión Arbol decisión Clima Ecología Ecosistema Explotación minera Bosque Industria extractiva Modelo Canada Estados Unidos America del norte America
- 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 / 002A14B04 Synecology / 002A14B04A 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
- 17711940
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
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DOI
10.1007/s10021-005-0054-1 
https://dx.doi.org/10.1007/s10021-005-0054-1
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