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Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation
Given the relatively small number of microarrays typically used in gene-expression-based classification, all of the data must be used to train a classifier and therefore the same training data is used for error estimation. The key issue regarding the quality of an error estimator in the context of s...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer
2007
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3171328/ https://www.ncbi.nlm.nih.gov/pubmed/17713587 http://dx.doi.org/10.1155/2007/16354 |