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An experimental study of the intrinsic stability of random forest variable importance measures
BACKGROUND: The stability of Variable Importance Measures (VIMs) based on random forest has recently received increased attention. Despite the extensive attention on traditional stability of data perturbations or parameter variations, few studies include influences coming from the intrinsic randomne...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2016
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4739337/ https://www.ncbi.nlm.nih.gov/pubmed/26842629 http://dx.doi.org/10.1186/s12859-016-0900-5 |