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A robust data scaling algorithm to improve classification accuracies in biomedical data

BACKGROUND: Machine learning models have been adapted in biomedical research and practice for knowledge discovery and decision support. While mainstream biomedical informatics research focuses on developing more accurate models, the importance of data preprocessing draws less attention. We propose t...

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Detalles Bibliográficos
Autores principales: Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5016890/
https://www.ncbi.nlm.nih.gov/pubmed/27612635
http://dx.doi.org/10.1186/s12859-016-1236-x