Package: wnpp Severity: wishlist Subject: ITP: r-cran-rose -- GNU R random over-sampling examples Package: wnpp Owner: Andreas Tille <ti...@debian.org> Severity: wishlist
* Package name : r-cran-rose Version : 0.0 Upstream Author : Nicola Lunardon, Giovanna Menardi, Nicola Torelli * URL : https://cran.r-project.org/package=ROSE * License : GPL-2 Programming Lang: GNU R Description : GNU R random over-sampling examples 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. Remark: This package is maintained by Debian R Packages Maintainers at https://salsa.debian.org/r-pkg-team/r-cran-rose
