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Scoring relevancy of features based on combinatorial analysis of Lasso with application to lymphoma diagnosis

One challenge in applying bioinformatic tools to clinical or biological data is high number of features that might be provided to the learning algorithm without any prior knowledge on which ones should be used. In such applications, the number of features can drastically exceed the number of trainin...

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Hlavní autoři: Zare, Habil, Haffari, Gholamreza, Gupta, Arvind, Brinkman, Ryan R
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2013
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3549810/
https://ncbi.nlm.nih.gov/pubmed/23369194
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-14-S1-S14
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