R-ddalpha
Port variant standard
Summary Depth-based classification and calculations
Package version 1.3.13
Homepage No known homepage
Keywords cran
Maintainer CRAN Automaton
License Not yet specified
Other variants There are no other variants.
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Last modified 27 MAR 2022, 15:43:20 UTC
Port created 15 APR 2020, 18:11:42 UTC
Subpackage Descriptions
single ddalpha: 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>).
Configuration Switches (platform-specific settings discarded)
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Package Dependencies by Type
Build (only) gmake:single:ravensys
R:primary:standard
Build and Runtime R-robustbase:single:standard
R-sfsmisc:single:standard
R-geometry:single:standard
R-Rcpp:single:standard
R-BH:single:standard
Runtime (only) R:complete:standard
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main mirror://CRAN/src/contrib
Distribution File Information
e4a60a4e0950a3587db2a2d5958ab4fbe07b2548f7c3d4795912fe45c77a4eae 490074 CRAN/ddalpha_1.3.13.tar.gz
Ports that require R-ddalpha:standard
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