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On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data

Motivation: Genome-wide association (GWA) studies have proven to be a successful approach for helping unravel the genetic basis of complex genetic diseases. However, the identified associations are not well suited for disease prediction, and only a modest portion of the heritability can be explained...

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Bibliographic Details
Main Authors: Schwarz, Daniel F., König, Inke R., Ziegler, Andreas
Format: Artigo
Language:Inglês
Published: Oxford University Press 2010
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC2894507/
https://ncbi.nlm.nih.gov/pubmed/20505004
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq257
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