Dataset shift in machine learning /

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This work is an overview of recent efforts in the machine learning community to deal with dataset and covariate shift which occurs when test and training inputs and outputs have different distributions.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Quiñonero-Candela, Joaquin
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, ©2009.
Colección:Neural information processing series.
Temas:
Machine learning.
Apprentissage automatique.
COMPUTERS > Enterprise Applications > Business Intelligence Tools.
COMPUTERS > Intelligence (AI) & Semantics.
Machine learning
COMPUTER SCIENCE/Machine Learning & Neural Networks
Acceso en línea:Texto completo
Descripción
Sumario:This work is an overview of recent efforts in the machine learning community to deal with dataset and covariate shift which occurs when test and training inputs and outputs have different distributions.
Descripción Física:1 online resource (xv, 229 pages) : illustrations
Bibliografía:Includes bibliographical references (pages 207-218) and index.
ISBN:9780262255103
0262255103
1282240382
9781282240384

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