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.
| System | Target | Derivation | Build status |
|---|---|---|---|
| x86_64-linux | /gnu/store/s6bazs97094y8zjsdnd1qbn8r0h15jz3-r-ddalpha-1.3.11.drv | ||
| mips64el-linux | /gnu/store/94sqffga7m0nr5ha1z99njh9s21csjx3-r-ddalpha-1.3.11.drv | ||
| i686-linux | /gnu/store/jhy6ca45nfs3y4c0imy5sjx1yqyyxdz8-r-ddalpha-1.3.11.drv | ||
| i586-gnu | /gnu/store/ysl914xq8lr89yc1h0b5dn4m7vs9m2zw-r-ddalpha-1.3.11.drv | ||
| armhf-linux | /gnu/store/nq1kn2lbgadxd9yw60l49gsajd0sy28i-r-ddalpha-1.3.11.drv | ||
| aarch64-linux | /gnu/store/6nsgzw44phn85pf0yj798hfs62s6yf2w-r-ddalpha-1.3.11.drv |
| Linter | Message | Location |
|---|---|---|
| No lint warnings ✓ | ||