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Modeling X Chromosome Data using Random Forests: Conquering Sex Bias
Machine learning methods, including Random Forests (RF), are increasingly used for genetic data analysis. However, the standard RF algorithm does not correctly model the effects of X-chromosome single nucleotide polymorphisms (SNPs), leading to biased estimates of variable importance. We propose ext...
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| Publicado no: | Genet Epidemiol |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4724236/ https://ncbi.nlm.nih.gov/pubmed/26639183 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/gepi.21946 |
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