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Enhancing SVM for survival data using local invariances and weighting
BACKGROUND: The necessity to analyze medium-throughput data in epidemiological studies with small sample size, particularly when studying biomedical data may hinder the use of classical statistical methods. Support vector machines (SVM) models can be successfully applied in this setting because they...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236493/ https://www.ncbi.nlm.nih.gov/pubmed/32429884 http://dx.doi.org/10.1186/s12859-020-3481-2 |