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Measuring Stability of Feature Selection in Biomedical Datasets

An important step in the analysis of high-dimensional biomedical data is feature selection. Typically, a feature subset selected by a feature selection method is evaluated for relevance towards a task such as prediction or classification. Another important property of a feature selection method is s...

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Bibliografske podrobnosti
Main Authors: Lustgarten, Jonathan L., Gopalakrishnan, Vanathi, Visweswaran, Shyam
Format: Artigo
Jezik:Inglês
Izdano: American Medical Informatics Association 2009
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2815476/
https://ncbi.nlm.nih.gov/pubmed/20351889
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