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Pakiet: r-cran-ddalpha (1.3.1-1)

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.

Inne pakiety związane z r-cran-ddalpha

  • wymaga
  • poleca
  • sugeruje
  • dep: libc6 (>= 2.4)
    GNU C Library: Shared libraries
    również pakiet wirtualny udostępniany przez libc6-udeb
  • dep: libgcc1 (>= 1:4.2)
    GCC support library
  • dep: libstdc++6 (>= 5.2)
    GNU Standard C++ Library v3
  • dep: r-api-3.4
    pakiet wirtualny udostępniany przez r-base-core
  • dep: r-base-core (>= 3.4.2-2ubuntu1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-class
    GNU R package for classification
  • dep: r-cran-mass
    GNU R package of Venables and Ripley's MASS
  • dep: r-cran-rcpp (>= 0.11.0)
    GNU R package for Seamless R and C++ Integration
  • dep: r-cran-robustbase
    GNU R package providing basic robust statistics
  • dep: r-cran-sfsmisc
    GNU R utilities from 'Seminar fuer Statistik' ETH Zurich

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