./math/ranger, Fast Implementation of Random Forests

[ CVSweb ] [ Homepage ] [ RSS ] [ Required by ] [ Add to tracker ]


Branch: CURRENT, Version: 0.4.2, Package name: ranger-0.4.2, Maintainer: cheusov

Ranger is a fast implementation of random forest (Breiman 2001) or
recursive partitioning, particularly suited for high dimensional
data. Classification, regression, probability estimation and survival
forests are supported. Classification and regression forests are
implemented as in the original Random Forest (Breiman 2001), survival
forests as in Random Survival Forests (Ishwaran et al. 2008). For
probability estimation forests see Malley et al. (2012).


Required to build:
[pkgtools/cwrappers]

Master sites:

SHA1: e79ebd740b6810747ab740f944d344f10ec3b230
RMD160: 7e1b8a1dd4090b18bc47eb4240dad9865e518d87
Filesize: 13670.135 KB

Version history: (Expand)


CVS history: (Expand)


   2016-08-26 19:17:22 by Joerg Sonnenberger | Files touched by this commit (1)
Log message:
Fix pthread use.
   2016-08-19 22:24:37 by Aleksey Cheusov | Files touched by this commit (4)
Log message:
Importing math/ranger

Ranger is a fast implementation of random forest (Breiman 2001) or
recursive partitioning, particularly suited for high dimensional
data. Classification, regression, probability estimation and survival
forests are supported. Classification and regression forests are
implemented as in the original Random Forest (Breiman 2001), survival
forests as in Random Survival Forests (Ishwaran et al. 2008). For
probability estimation forests see Malley et al. (2012).