mirror of
https://git.in.rschanz.org/ryan77627/guix.git
synced 2024-12-25 22:08:16 -05:00
gnu: Add r-missforest.
* gnu/packages/cran.scm (r-missforest): New variable.
This commit is contained in:
parent
63b7039cc1
commit
a46f753051
1 changed files with 30 additions and 0 deletions
|
@ -15302,6 +15302,36 @@ (define-public r-misc3d
|
|||
;; Any version of the GPL.
|
||||
(license (list license:gpl2+ license:gpl3+))))
|
||||
|
||||
(define-public r-missforest
|
||||
(package
|
||||
(name "r-missforest")
|
||||
(version "1.5")
|
||||
(source (origin
|
||||
(method url-fetch)
|
||||
(uri (cran-uri "missForest" version))
|
||||
(sha256
|
||||
(base32
|
||||
"13c38hpl60ca1kwyv61cxsla6ccmsj4qzp0vrxcq7b827fh5aw21"))))
|
||||
(properties `((upstream-name . "missForest")))
|
||||
(build-system r-build-system)
|
||||
(propagated-inputs
|
||||
(list r-dorng
|
||||
r-foreach
|
||||
r-iterators
|
||||
r-itertools
|
||||
r-randomforest))
|
||||
(home-page "https://github.com/stekhoven/missForest")
|
||||
(synopsis "Nonparametric missing value imputation using Random Forest")
|
||||
(description
|
||||
"The function @code{missForest} in this package is used to impute missing
|
||||
values, particularly in the case of mixed-type data. It uses a random forest
|
||||
trained on the observed values of a data matrix to predict the missing values.
|
||||
It can be used to impute continuous and/or categorical data, including complex
|
||||
interactions and non-linear relations. It yields an @acronym{OOB, out-of-bag}
|
||||
imputation error estimate without the need of a test set or elaborate cross-
|
||||
validation. It can be run in parallel to save computation time.")
|
||||
(license license:gpl2+)))
|
||||
|
||||
(define-public r-ks
|
||||
(package
|
||||
(name "r-ks")
|
||||
|
|
Loading…
Reference in a new issue