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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2016
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| 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 |