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A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalization
BACKGROUND: In applications of supervised statistical learning in the biomedical field it is necessary to assess the prediction error of the respective prediction rules. Often, data preparation steps are performed on the dataset—in its entirety—before training/test set based prediction error estimat...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4634762/ https://www.ncbi.nlm.nih.gov/pubmed/26537575 http://dx.doi.org/10.1186/s12874-015-0088-9 |