Inducing Non-Orthogonal and Non-Linear Decision Boundaries in Decision Trees via Interactive Basis Functions

Camacho, Maximo; Lopez, Fernando; Paez, Antonio; Ruiz, Manuel

Por favor, use este identificador para citar o enlazar este ítem: https://doi.org/10.1016/j.eswa.2018.12.041

RefMan EndNote BibTex RefWorks Excel CSV PDF Mendeley

Registro completo de metadatos

Campo DC	Valor	Lengua/Idioma
dc.contributor.author	Camacho, Maximo	-
dc.contributor.author	Lopez, Fernando	-
dc.contributor.author	Paez, Antonio	-
dc.contributor.author	Ruiz, Manuel	-
dc.contributor.other	Facultades, Departamentos, Servicios y Escuelas::Departamentos de la UMU::Facultades, Departamentos, Servicios y Escuelas::Departamentos de la UMU Métodos Cuantitativos para la Economía y la Empresa	es
dc.date.accessioned	2024-01-11T13:01:41Z	-
dc.date.available	2024-01-11T13:01:41Z	-
dc.date.issued	2019-05-15	-
dc.identifier.citation	Expert Systems with Applications; Volume 122, 15 May 2019, Pages 183-206	es
dc.identifier.issn	0957-4174	-
dc.identifier.issn	1873-6793	-
dc.identifier.uri	http://hdl.handle.net/10201/137205	-
dc.description	© 2019. This document is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/ This document is the submitted version of a published work that appeared in final form in Expert Systems with Applications	es
dc.description.abstract	We use a local projection approach to analyze the effect of economic recessions on income inequality in a comprehensive sample of 43 countries from 1960 to 2016. Although we consider both business-cycle and growth-cycle recessions, we fail to find evidence of significant positive impacts of economic downturns on income distribution, once controls are added to the model. However, we do find important differences across countries, which mainly depend on the degree of economic development.	es
dc.format	application/pdf	es
dc.format.extent	52	es
dc.language	eng	es
dc.publisher	Elsevier	es
dc.relation	ECO2015-65758-P; ECO2015-65637-P; ECO2016-76178-P; 19884/GERM/15	es
dc.rights	info:eu-repo/semantics/openAccess	es
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 Internacional	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/	*
dc.subject	Decision trees	es
dc.subject	Oblique partitions	es
dc.subject	Non-linear partitions	es
dc.subject	Interactive basis functions	es
dc.subject	Classification	es
dc.subject	Regression	es
dc.subject.other	CDU::3 - Ciencias sociales	es
dc.title	Inducing Non-Orthogonal and Non-Linear Decision Boundaries in Decision Trees via Interactive Basis Functions	es
dc.type	info:eu-repo/semantics/article	es
dc.relation.publisherversion	https://www.sciencedirect.com/science/article/pii/S0957417418308091?via%3Dihub	es
dc.identifier.doi	https://doi.org/10.1016/j.eswa.2018.12.041	-
Aparece en las colecciones:	Artículos: Métodos Cuantitativos para la Economía y la Empresa

Ficheros en este ítem:

Fichero	Descripción	Tamaño	Formato
Trees.pdf		4,22 MB	Adobe PDF	Visualizar/Abrir

Mostrar el registro sencillo del ítem Mostrar el registro PREMIS del ítem Estadísticas

Este ítem está sujeto a una licencia Creative Commons Licencia Creative Commons