Breast Cancer Detection with Reduced Feature Set

This paper explores feature reduction properties of independent component analysis (ICA) on breast cancer decision support system. Wisconsin diagnostic breast cancer (WDBC) dataset is reduced to one-dimensional feature vector computing an independent component (IC). The original data with 30 feature...

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Detalles Bibliográficos
Autores principales: Mert, Ahmet, Kılıç, Niyazi, Bilgili, Erdem, Akan, Aydin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4452509/
https://www.ncbi.nlm.nih.gov/pubmed/26078774
http://dx.doi.org/10.1155/2015/265138

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4452509/
https://www.ncbi.nlm.nih.gov/pubmed/26078774
http://dx.doi.org/10.1155/2015/265138

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