From ec3f52f1a870d89b9d556d7349abdbe015adb390 Mon Sep 17 00:00:00 2001
From: Ricardo Wurmus <rekado@elephly.net>
Date: Tue, 26 Nov 2024 17:20:30 +0100
Subject: [PATCH] gnu: Add r-rose.

* gnu/packages/cran.scm (r-rose): New variable.

Change-Id: I403f1ca3bd7d9d5bf13045e9e6f1a1809f3622d9
---
 gnu/packages/cran.scm | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm
index eea53f603e..4aec07ea38 100644
--- a/gnu/packages/cran.scm
+++ b/gnu/packages/cran.scm
@@ -2027,6 +2027,29 @@ (define-public r-robustrankaggreg
 significance probabilities for all the elements in the final ranking.")
     (license license:gpl2)))
 
+(define-public r-rose
+  (package
+    (name "r-rose")
+    (version "0.0-4")
+    (source
+     (origin
+       (method url-fetch)
+       (uri (cran-uri "ROSE" version))
+       (sha256
+        (base32 "0y3v9zkgaxpv4f4zn22ra1gkkqg5hdz8js47ppciqahfydjbfl3p"))))
+    (properties `((upstream-name . "ROSE")))
+    (build-system r-build-system)
+    (home-page "https://cran.r-project.org/package=ROSE")
+    (synopsis "Random over-sampling examples")
+    (description
+     "This package provides functions to deal with binary classification
+problems in the presence of imbalanced classes.  Synthetic balanced samples
+are generated according to ROSE (Menardi and Torelli, 2013).  Functions that
+implement more traditional remedies to the class imbalance are also provided,
+as well as different metrics to evaluate a learner accuracy.  These are
+estimated by holdout, bootstrap or cross-validation methods.")
+    (license license:gpl2)))
+
 (define-public r-rotor
   (package
     (name "r-rotor")