Package: wnpp Severity: wishlist Subject: ITP: r-cran-unbalanced -- GNU R racing for unbalanced methods selection Package: wnpp Owner: Andreas Tille <ti...@debian.org> Severity: wishlist
* Package name : r-cran-unbalanced Version : 2.0 Upstream Author : Andrea Dal Pozzolo, Olivier Caelen and Gianluca Bontempi * URL : https://cran.r-project.org/package=unbalanced * License : GPL-3+ Programming Lang: GNU R 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. Remark: This package is maintained by Debian R Packages Maintainers at https://salsa.debian.org/r-pkg-team/r-cran-unbalanced
