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Bias in random forest variable importance measures: Illustrations, sources and a solution
BACKGROUND: Variable importance measures for random forests have been receiving increased attention as a means of variable selection in many classification tasks in bioinformatics and related scientific fields, for instance to select a subset of genetic markers relevant for the prediction of a certa...
| Autores principales: | , , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2007
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1796903/ https://www.ncbi.nlm.nih.gov/pubmed/17254353 http://dx.doi.org/10.1186/1471-2105-8-25 |