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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.

copied from cf-staging / r-ddalpha
Type Size Name Uploaded Downloads Labels
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.16-r44h4d6a706_0.conda  2 months and 3 days ago 19 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.16-r43h4d6a706_0.conda  2 months and 3 days ago 22 main
conda 1.1 MB | win-64/r-ddalpha-1.3.16-r43h4a03913_0.conda  2 months and 3 days ago 38 main
conda 1.2 MB | win-64/r-ddalpha-1.3.16-r44h4a03913_0.conda  2 months and 3 days ago 43 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.16-r43hf7117a5_0.conda  2 months and 3 days ago 29 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.16-r43hb6b8e16_0.conda  2 months and 3 days ago 31 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.16-r44hf7117a5_0.conda  2 months and 3 days ago 35 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.16-r44hb6b8e16_0.conda  2 months and 3 days ago 28 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.16-r43he59cc3e_0.conda  2 months and 3 days ago 243 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.16-r44he59cc3e_0.conda  2 months and 3 days ago 264 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.15-r44h7d56594_1.conda  4 months and 19 days ago 88 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.15-r43h7d56594_1.conda  4 months and 19 days ago 92 main
conda 1.2 MB | win-64/r-ddalpha-1.3.15-r44h4a03913_1.conda  4 months and 19 days ago 207 main
conda 1.1 MB | win-64/r-ddalpha-1.3.15-r43h4a03913_1.conda  4 months and 19 days ago 205 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.15-r43hc1e73ce_1.conda  4 months and 19 days ago 188 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.15-r44hc1e73ce_1.conda  4 months and 19 days ago 199 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.15-r43ha936806_1.conda  4 months and 19 days ago 643 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.15-r44ha936806_1.conda  4 months and 19 days ago 650 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.15-r43h250c590_1.conda  4 months and 19 days ago 101 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.15-r44h250c590_1.conda  4 months and 19 days ago 107 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.15-r43hac7c46c_0.conda  10 months and 22 days ago 122 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.15-r42hac7c46c_0.conda  10 months and 22 days ago 127 main
conda 1.1 MB | win-64/r-ddalpha-1.3.15-r41h96779af_0.conda  10 months and 22 days ago 280 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.15-r42hf61e9a4_0.conda  10 months and 22 days ago 216 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.15-r43hf61e9a4_0.conda  10 months and 22 days ago 229 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.15-r43hcf54a89_0.conda  10 months and 22 days ago 1064 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.15-r42hcf54a89_0.conda  10 months and 22 days ago 1003 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.15-r43h8675605_0.conda  10 months and 22 days ago 129 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.15-r42h8675605_0.conda  10 months and 22 days ago 135 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.13-r43hac7c46c_2.conda  1 year and 5 months ago 85 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.13-r42hac7c46c_2.conda  1 year and 5 months ago 97 main
conda 1.1 MB | win-64/r-ddalpha-1.3.13-r41h96779af_2.conda  1 year and 5 months ago 422 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.13-r43ha1020dc_2.conda  1 year and 5 months ago 212 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.13-r42ha1020dc_2.conda  1 year and 5 months ago 187 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.13-r42hcf54a89_2.conda  1 year and 5 months ago 1363 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.13-r43hcf54a89_2.conda  1 year and 5 months ago 1390 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.13-r42h8675605_2.conda  1 year and 5 months ago 129 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.13-r43h8675605_2.conda  1 year and 5 months ago 103 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.13-r42h29c5db4_1.tar.bz2  2 years and 1 month ago 31 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.13-r41h29c5db4_1.tar.bz2  2 years and 1 month ago 31 main
conda 1.2 MB | win-64/r-ddalpha-1.3.13-r41h96779af_1.tar.bz2  2 years and 1 month ago 556 main
conda 1.2 MB | osx-64/r-ddalpha-1.3.13-r41h764d036_1.tar.bz2  2 years and 1 month ago 73 main
conda 1.3 MB | osx-64/r-ddalpha-1.3.13-r42h764d036_1.tar.bz2  2 years and 1 month ago 71 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.13-r42heffd0ec_1.tar.bz2  2 years and 1 month ago 60 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.13-r41heffd0ec_1.tar.bz2  2 years and 1 month ago 56 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.13-r42hb13c81a_1.tar.bz2  2 years and 1 month ago 1522 main
conda 1.2 MB | linux-64/r-ddalpha-1.3.13-r41hb13c81a_1.tar.bz2  2 years and 1 month ago 1547 main
conda 1.2 MB | linux-ppc64le/r-ddalpha-1.3.13-r40h29c5db4_0.tar.bz2  2 years and 8 months ago 39 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.13-r41heffd0ec_0.tar.bz2  2 years and 8 months ago 65 main
conda 1.2 MB | linux-aarch64/r-ddalpha-1.3.13-r40heffd0ec_0.tar.bz2  2 years and 8 months ago 63 main

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