gnu: Add r-missforest.

* gnu/packages/cran.scm (r-missforest): New variable.
This commit is contained in:
Mădălin Ionel Patrașcu 2023-01-17 13:25:36 +01:00 committed by Ricardo Wurmus
parent 63b7039cc1
commit a46f753051
No known key found for this signature in database
GPG key ID: 197A5888235FACAC

View file

@ -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")