ddalpha (1.3.11)
DepthBased Classification and Calculation of Data Depth.
http://cran.rproject.org/web/packages/ddalpha
Contains procedures for depthbased supervised learning, which are entirely nonparametric, in particular the DDalphaprocedure (Lange, Mosler and Mozharovskyi, 2014 ). The training data sample is transformed by a statistical depth function to a compact lowdimensional 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 ).
Maintainer:
Oleksii Pokotylo
Author(s): Oleksii Pokotylo [aut, cre], Pavlo Mozharovskyi [aut], Rainer Dyckerhoff [aut], Stanislav Nagy [aut]
License: GPL2
Uses: class, geometry, MASS, Rcpp, robustbase, sfsmisc
Reverse depends: curveDepth, TukeyRegion
Reverse suggests: butcher, recipes
Released 15 days ago.
22 previous versions
 ddalpha_1.3.10. Released 3 months ago.
 ddalpha_1.3.9. Released 10 months ago.
 ddalpha_1.3.8. Released about 1 year ago.
 ddalpha_1.3.7. Released about 1 year ago.
 ddalpha_1.3.4. Released over 1 year ago.
 ddalpha_1.3.3. Released over 1 year ago.
 ddalpha_1.3.2. Released almost 2 years ago.
 ddalpha_1.3.1.1. Released almost 2 years ago.
 ddalpha_1.3.1. Released over 2 years ago.
 ddalpha_1.2.1. Released over 3 years ago.
 ddalpha_1.2.0.1. Released over 3 years ago.
 ddalpha_1.2.0. Released over 3 years ago.
 ddalpha_1.1.3.1. Released over 4 years ago.
 ddalpha_1.1.3. Released over 4 years ago.
 ddalpha_1.1.2.3. Released over 4 years ago.
 ddalpha_1.1.2.2. Released over 4 years ago.
 ddalpha_1.1.1. Released over 4 years ago.
 ddalpha_1.1.0. Released about 5 years ago.
 ddalpha_1.0.6. Released almost 6 years ago.
 ddalpha_1.0.5. Released almost 6 years ago.
 ddalpha_1.0.4. Released over 6 years ago.
 ddalpha_1.0.3. Released almost 7 years ago.
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