Feature Selection for Chemical Sensor Arrays Using Mutual Information

We address the problem of feature selection for classifying a diverse set of chemicals using an array of metal oxide sensors. Our aim is to evaluate a filter approach to feature selection with reference to previous work, which used a wrapper approach on the same data set, and established best featur...

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Detalles Bibliográficos
Autores principales: Wang, X. Rosalind, Lizier, Joseph T., Nowotny, Thomas, Berna, Amalia Z., Prokopenko, Mikhail, Trowell, Stephen C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3942325/
https://www.ncbi.nlm.nih.gov/pubmed/24595058
http://dx.doi.org/10.1371/journal.pone.0089840

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3942325/
https://www.ncbi.nlm.nih.gov/pubmed/24595058
http://dx.doi.org/10.1371/journal.pone.0089840

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