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Source: r-cran-ddalpha
Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Uploaders: Andreas Tille <tille@debian.org>
Section: gnu-r
Testsuite: autopkgtest-pkg-r
Priority: optional
Build-Depends: debhelper (>= 12~),
dh-r,
r-base-dev,
r-cran-mass,
r-cran-class,
r-cran-robustbase,
r-cran-sfsmisc,
r-cran-geometry,
r-cran-rcpp (>= 0.11.0),
r-cran-bh
Standards-Version: 4.3.0
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.
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