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Do little interactions get lost in dark random forests?
BACKGROUND: Random forests have often been claimed to uncover interaction effects. However, if and how interaction effects can be differentiated from marginal effects remains unclear. In extensive simulation studies, we investigate whether random forest variable importance measures capture or detect...
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| Publicado no: | BMC Bioinformatics |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2016
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4815164/ https://ncbi.nlm.nih.gov/pubmed/27029549 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-016-0995-8 |
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