r-ddalpha 1.3.11 Depth-Based classification and calculation of data depth
This package contains procedures for depth-based supervised learning, which are entirely non-parametric, in particular the DDalpha-procedure (Lange, Mosler and Mozharovskyi, 2014). 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.
- Website: https://cran.r-project.org/web/packages/ddalpha
- License: GPL 2
- Package source: cran.scm
- Patches: None
- Builds: x86_64-linux, i686-linux