Source: r-cran-ddalpha Maintainer: Debian R Packages Maintainers Uploaders: Andreas Tille Section: gnu-r Testsuite: autopkgtest-pkg-r Priority: optional Build-Depends: debhelper-compat (= 12), dh-r, r-base-dev, r-cran-mass, r-cran-class, r-cran-robustbase, r-cran-sfsmisc, r-cran-geometry, r-cran-rcpp, r-cran-bh Standards-Version: 4.4.1 Vcs-Browser: https://salsa.debian.org/r-pkg-team/r-cran-ddalpha Vcs-Git: https://salsa.debian.org/r-pkg-team/r-cran-ddalpha.git Homepage: https://cran.r-project.org/package=ddalpha Package: r-cran-ddalpha Architecture: any Depends: ${R:Depends}, ${shlibs:Depends}, ${misc:Depends} Recommends: ${R:Recommends} Suggests: ${R:Suggests} Description: GNU R depth-based classification and calculation of data depth Contains procedures for depth-based supervised learning, which are entirely non-parametric, in particular the DDalpha-procedure (Lange, Mosler and Mozharovskyi, 2014). The training data sample is transformed by a statistical depth function to a compact low-dimensional space, where the final classification is done. It also offers an extension to functional data and routines for calculating certain notions of statistical depth functions. 50 multivariate and 5 functional classification problems are included.