Description Details Author(s) References
This package provides functions for the analysis of randomForest
(and cforest
) objects
in general and to replicate simulations conducted for the paper
on "Random Forest Gini importance favors SNPs with large minor allele frequency"
(http://bib.oxfordjournals.org/content/early/2011/09/10/bib.bbr053.abstract)
in specific.
Package: | rFtools |
Type: | Package |
Version: | 0.5-6 |
Date: | 2011-01-09 |
License: | GPL (>= 2) |
LazyLoad: | yes |
This Package mainly facilitates the extraction of meta-information on
Random Forests especially randomForest
objects, i.e. ancestry, number
of observations/levels, split information, etc. for individual nodes or
all nodes in a tree or forest. While some functions can be used on
randomForest
-objects in general, others are designed specifically
to compute information such as category frequencies for SNP-data.
Andreas Bender
Maintainer: Andreas Bender <bender.at.R@googlemail.com>
Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl: Random Forest Gini Importance favours SNPs with large minor allele frequency (http://bib.oxfordjournals.org/content/early/2011/09/10/bib.bbr053.abstract)
Material: http://www.ibe.med.uni-muenchen.de/organisation/mitarbeiter/020_professuren/boulesteix/ginibias/
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