Gene masking - a technique to improve accuracy for cancer classification with high dimensionality in microarray data

BACKGROUND: High dimensional feature space generally degrades classification in several applications. In this paper, we propose a strategy called gene masking, in which non-contributing dimensions are heuristically removed from the data to improve classification accuracy. METHODS: Gene masking is im...

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Detalles Bibliográficos
Autores principales: Saini, Harsh, Lal, Sunil Pranit, Naidu, Vimal Vikash, Pickering, Vincel Wince, Singh, Gurmeet, Tsunoda, Tatsuhiko, Sharma, Alok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5260793/
https://www.ncbi.nlm.nih.gov/pubmed/28117659
http://dx.doi.org/10.1186/s12920-016-0233-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5260793/
https://www.ncbi.nlm.nih.gov/pubmed/28117659
http://dx.doi.org/10.1186/s12920-016-0233-2

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