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Flow Cytometry-Based Classification in Cancer Research: A View on Feature Selection

In this paper, we study the problem of feature selection in cancer-related machine learning tasks. In particular, we study the accuracy and stability of different feature selection approaches within simplistic machine learning pipelines. Earlier studies have shown that for certain cases, the accurac...

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Publicat a:Cancer Inform
Autors principals: Hassan, S. Sakira, Ruusuvuori, Pekka, Latonen, Leena, Huttunen, Heikki
Format: Artigo
Idioma:Inglês
Publicat: Libertas Academica 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4827794/
https://ncbi.nlm.nih.gov/pubmed/27081305
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4137/CIN.S30795
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