The Validation and Assessment of Machine Learning: A Game of Prediction from High-Dimensional Data

In applied statistics, tools from machine learning are popular for analyzing complex and high-dimensional data. However, few theoretical results are available that could guide to the appropriate machine learning tool in a new application. Initial development of an overall strategy thus often implies...

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Detalles Bibliográficos
Autores principales: Pers, Tune H., Albrechtsen, Anders, Holst, Claus, Sørensen, Thorkild I. A., Gerds, Thomas A.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2716515/
https://www.ncbi.nlm.nih.gov/pubmed/19652722
http://dx.doi.org/10.1371/journal.pone.0006287

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2716515/
https://www.ncbi.nlm.nih.gov/pubmed/19652722
http://dx.doi.org/10.1371/journal.pone.0006287

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