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The behaviour of random forest permutation-based variable importance measures under predictor correlation
BACKGROUND: Random forests (RF) have been increasingly used in applications such as genome-wide association and microarray studies where predictor correlation is frequently observed. Recent works on permutation-based variable importance measures (VIMs) used in RF have come to apparently contradictor...
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| Hauptverfasser: | , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
BioMed Central
2010
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2848005/ https://ncbi.nlm.nih.gov/pubmed/20187966 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-110 |
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