ddalpha (1.3.8)
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.
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: recipes
Released about 1 month ago.
19 previous versions
 ddalpha_1.3.7. Released 2 months ago.
 ddalpha_1.3.4. Released 8 months ago.
 ddalpha_1.3.3. Released 10 months ago.
 ddalpha_1.3.2. Released 11 months ago.
 ddalpha_1.3.1.1. Released about 1 year ago.
 ddalpha_1.3.1. Released over 1 year ago.
 ddalpha_1.2.1. Released over 2 years ago.
 ddalpha_1.2.0.1. Released over 2 years ago.
 ddalpha_1.2.0. Released over 2 years ago.
 ddalpha_1.1.3.1. Released over 3 years ago.
 ddalpha_1.1.3. Released over 3 years ago.
 ddalpha_1.1.2.3. Released over 3 years ago.
 ddalpha_1.1.2.2. Released over 3 years ago.
 ddalpha_1.1.1. Released almost 4 years ago.
 ddalpha_1.1.0. Released about 4 years ago.
 ddalpha_1.0.6. Released almost 5 years ago.
 ddalpha_1.0.5. Released almost 5 years ago.
 ddalpha_1.0.4. Released almost 6 years ago.
 ddalpha_1.0.3. Released almost 6 years ago.
Ratings
Overall: 

Documentation: 

Log in to vote.
Reviews
No one has written a review of ddalpha yet. Want to be the first? Write one now.
Related packages: fda, fpca, rainbow, fds, ftsa, geofd, refund, fda.usc, dbstats, fdasrvf, switchnpreg, fdatest, fdakma, GPFDA, FDboost, growfunctions, funHDDC, funFEM, RFgroove, freqdom … (20 best matches, based on common tags.)
Search for ddalpha on google, google scholar, rhelp, rdevel.
Visit ddalpha on R Graphical Manual.