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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...
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| Hlavní autoři: | , , |
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| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Springer
2007
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3171328/ https://ncbi.nlm.nih.gov/pubmed/17713587 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2007/16354 |
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