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Package: r-ddalpha @ 1.3.11

Synopsis

Depth-Based classification and calculation of data depth

Description

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.

Home page
https://cran.r-project.org/web/packages/ddalpha
Location
gnu/packages/cran.scm (line: 2908, column: 2)
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