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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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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2009
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2716515/ https://ncbi.nlm.nih.gov/pubmed/19652722 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0006287 |
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