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Complexity Digest 2009.17 - 18
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2009/08/14

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Editor-in-Chief: Carlos Gershenson
Founding Editor: Gottfried Mayer

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









Excerpt: 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. [...] The article presents a game which provides some grounds for
conducting a fair model comparison.
Source: The Validation and Assessment of Machine Learning: A Game of Prediction
from High-Dimensional Data[ http://dx.doi.org/10.1371/journal.pone.0006287 ],
Pers TH, Albrechtsen A, Holst C, Sørensen TIA, Gerds TA, DOI:
10.1371/journal.pone.0006287, PLoS ONE 4(8), August 4, 2009
Contributed by Segismundo

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