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Conditional variable importance for random forests
BACKGROUND: Random forests are becoming increasingly popular in many scientific fields because they can cope with "small n large p" problems, complex interactions and even highly correlated predictor variables. Their variable importance measures have recently been suggested as screening to...
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| Main Authors: | , , , , |
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| Format: | Artigo |
| Language: | Inglês |
| Published: |
BioMed Central
2008
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2491635/ https://ncbi.nlm.nih.gov/pubmed/18620558 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-307 |
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