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Source: r-cran-ddalpha
Standards-Version: 4.7.3
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
Build-Depends:
debhelper-compat (= 13),
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,
architecture-is-64-bit,
architecture-is-little-endian,
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
Rules-Requires-Root: no
Package: r-cran-ddalpha
Architecture: any
Depends:
${R:Depends},
${shlibs:Depends},
${misc:Depends},
Recommends:
${R:Recommends},
Suggests:
${R:Suggests},
Description: 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 <doi:10.1007/s00362-012-0488-4>). 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. (Pokotylo, Mozharovskyi and Dyckerhoff,
2019 <doi:10.18637/jss.v091.i05>).
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