Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms

BACKGROUND: With modern methods in biotechnology, the search for biomarkers has advanced to a challenging statistical task exploring high dimensional data sets. Feature selection is a widely researched preprocessing step to handle huge numbers of biomarker candidates and has special importance for t...

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Detalles Bibliográficos
Autores principales: Jagdhuber, Rudolf, Lang, Michel, Stenzl, Arnulf, Neuhaus, Jochen, Rahnenführer, Jörg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6986087/
https://www.ncbi.nlm.nih.gov/pubmed/31992203
http://dx.doi.org/10.1186/s12859-020-3361-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6986087/
https://www.ncbi.nlm.nih.gov/pubmed/31992203
http://dx.doi.org/10.1186/s12859-020-3361-9

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