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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...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
BioMed Central
2007
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC1796903/ https://ncbi.nlm.nih.gov/pubmed/17254353 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-8-25 |
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