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Letter to the Editor: On the stability and ranking of predictors from random forest variable importance measures
A recent study examined the stability of rankings from random forests using two variable importance measures (mean decrease accuracy (MDA) and mean decrease Gini (MDG)) and concluded that rankings based on the MDG were more robust than MDA. However, studies examining data-specific characteristics on...
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| Hovedforfatter: | |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Oxford University Press
2011
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3137934/ https://ncbi.nlm.nih.gov/pubmed/21498552 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bib/bbr016 |
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