Package: r-cran-unbalanced
Version: 2.0-2
Architecture: all
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 168
Depends: r-base-core (>= 4.1.1-2), r-api-4.0, r-cran-mlr, r-cran-foreach, r-cran-doparallel, r-cran-fnn, r-cran-rann
Suggests: r-cran-randomforest, r-cran-rocr
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=unbalanced
Description: GNU R racing for unbalanced methods selection
 A dataset is said to be unbalanced when the class of interest (minority
 class) is much rarer than normal behaviour (majority class). The cost of
 missing a minority class is typically much higher that missing a
 majority class. Most learning systems are not prepared to cope with
 unbalanced data and several techniques have been proposed. This package
 implements some of most well-known techniques and propose a racing
 algorithm to select adaptively the most appropriate strategy for a given
 unbalanced task.
