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authorRicardo Wurmus <rekado@elephly.net>2019-12-14 11:28:50 +0100
committerRicardo Wurmus <rekado@elephly.net>2019-12-14 13:35:57 +0100
commit2a1fd51864826dd983194a16a49a9e0220f02454 (patch)
tree9e3f2c3b1829130d3fc32370db5e74b1163d823d /gnu/packages
parent154555e42fafbbeb45ebc44a2f4de19b41adc2cd (diff)
downloadguix-2a1fd51864826dd983194a16a49a9e0220f02454.tar.gz
gnu: Add r-adabag.
* gnu/packages/cran.scm (r-adabag): New variable.
Diffstat (limited to 'gnu/packages')
-rw-r--r--gnu/packages/cran.scm28
1 files changed, 28 insertions, 0 deletions
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index 64b6ed9c10..6b64e797ea 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -18298,3 +18298,31 @@ simple, modern C++ library for image processing.")
      "This package provides a simple method for representing a visual scene as
 it may be seen by an animal with less acute vision.")
     (license license:gpl2+)))
+
+(define-public r-adabag
+  (package
+    (name "r-adabag")
+    (version "4.2")
+    (source
+     (origin
+       (method url-fetch)
+       (uri (cran-uri "adabag" version))
+       (sha256
+        (base32
+         "109wrl1pwvmyv2l909hrvk7dg4aa9pv449mvdycp50zwrsw9w0a7"))))
+    (properties `((upstream-name . "adabag")))
+    (build-system r-build-system)
+    (propagated-inputs
+     `(("r-caret" ,r-caret)
+       ("r-doparallel" ,r-doparallel)
+       ("r-foreach" ,r-foreach)
+       ("r-rpart" ,r-rpart)))
+    (home-page "https://cran.r-project.org/web/packages/adabag/")
+    (synopsis "Multiclass AdaBoost.M1, SAMME and Bagging")
+    (description
+     "This package implements Freund and Schapire's Adaboost.M1 algorithm and
+Breiman's Bagging algorithm using classification trees as individual
+classifiers.  Once these classifiers have been trained, they can be used to
+predict on new data.  Also, cross validation estimation of the error can be
+done.")
+    (license license:gpl2+)))