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r / packages / r-ddalpha

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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Type Size Name Uploaded Downloads Labels
conda 1.2 MB | linux-64/r-ddalpha-1.3.13-r43hb5eb8f6_0.tar.bz2  1 year and 1 month ago 32 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.13-r42hb5eb8f6_0.tar.bz2  2 years and 7 months ago 67 main
conda 1.2 MB | win-64/r-ddalpha-1.3.9-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 85 main
conda 1.2 MB | win-64/r-ddalpha-1.3.4-r351h6f4ce42_0.tar.bz2  4 years and 11 months ago 246 main
conda 1.8 MB | win-64/r-ddalpha-1.3.4-mro351_0.tar.bz2  4 years and 11 months ago 307 main
conda 1.1 MB | win-64/r-ddalpha-1.3.1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 105 main
conda 1.1 MB | win-64/r-ddalpha-1.3.1-r342h8577c99_0.tar.bz2  4 years and 11 months ago 135 main
conda 1.6 MB | win-64/r-ddalpha-1.3.1-mro343h889e2dd_0.tar.bz2  4 years and 11 months ago 130 main
conda 1.2 MB | win-32/r-ddalpha-1.3.4-r351h6f4ce42_0.tar.bz2  4 years and 11 months ago 10 main
conda 1.3 MB | win-32/r-ddalpha-1.3.9-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 8 main
conda 1.1 MB | win-32/r-ddalpha-1.3.1-r343h889e2dd_0.tar.bz2  4 years and 11 months ago 16 main
conda 1.1 MB | win-32/r-ddalpha-1.3.1-r342h756598b_0.tar.bz2  4 years and 11 months ago 8 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.4-r351h4496799_0.tar.bz2  4 years and 11 months ago 543 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.9-r36hbe7ee20_0.tar.bz2  4 years and 11 months ago 40 main
conda 1.8 MB | osx-64/r-ddalpha-1.3.2-r350h82edaba_0.tar.bz2  4 years and 11 months ago 60 main
conda 1.1 MB | osx-64/r-ddalpha-1.3.1-r343h9f775be_0.tar.bz2  4 years and 11 months ago 260 main
conda 1.1 MB | osx-64/r-ddalpha-1.3.1-r342h4276367_0.tar.bz2  4 years and 11 months ago 44 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.9-r36h80f5a37_0.tar.bz2  4 years and 11 months ago 187 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.4-r351h80f5a37_0.tar.bz2  4 years and 11 months ago 1147 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.4-mro351h2efac65_0.tar.bz2  4 years and 11 months ago 385 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.3-mro350hac86c6c_0.tar.bz2  4 years and 11 months ago 103 main
conda 1.8 MB | linux-64/r-ddalpha-1.3.2-r350hd6a4ccb_0.tar.bz2  4 years and 11 months ago 113 main
conda 1.0 MB | linux-64/r-ddalpha-1.3.1-r343h44b0c2a_0.tar.bz2  4 years and 11 months ago 884 main
conda 1.0 MB | linux-64/r-ddalpha-1.3.1-r342hd2d3f94_0.tar.bz2  4 years and 11 months ago 302 main
conda 1.0 MB | linux-64/r-ddalpha-1.3.1-mro343h44b0c2a_0.tar.bz2  4 years and 11 months ago 116 main
conda 1.2 MB | linux-32/r-ddalpha-1.3.3-r350hd6a4ccb_0.tar.bz2  4 years and 11 months ago 36 main
conda 1.0 MB | linux-32/r-ddalpha-1.3.1-r343h44b0c2a_0.tar.bz2  4 years and 11 months ago 22 main
conda 1.0 MB | linux-32/r-ddalpha-1.3.1-r342h7268a09_0.tar.bz2  4 years and 11 months ago 21 main
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