Aggregation algorithms for regression : A comparison with boosting and SVM techniques

Classi cation and regression ensembles sho w generalization capabilities that outperform those of single predictors. We present here a further ev aluation of tw o algorithms for ensemble construction recently proposed by us. In particular, we compare them with Boosting and Support Vector Machine tec...

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Detalles Bibliográficos
Autores principales:	Granitto, Pablo Miguel, Verdes, Pablo Fabián, Ceccatto, Hermenegildo Alejandro
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2003
Materias:	Ciencias Informáticas Comparison with Boosting ARTIFICIAL INTELLIGENCE Intelligent agents SVM Techniques Aggregation Algorithms Regression
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/22869
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

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