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HUM: Compute HUM Value and Visualize ROC Curves

Tools for computing HUM (Hypervolume Under the Manifold) value to estimate features ability to discriminate the class labels, visualizing the ROC curve for two or three class labels (Natalia Novoselova, Cristina Della Beffa, Junxi Wang, Jialiang Li, Frank Pessler, Frank Klawonn (2014) <doi:10.1093/bioinformatics/btu086>).

Version: 2.0
Depends: R (≥ 2.13.0), gtools, Rcpp (≥ 0.12.1)
Imports: rgl
LinkingTo: Rcpp
Published: 2022-06-21
DOI: 10.32614/CRAN.package.HUM
Author: Natalia Novoselova,Junxi Wang,Jialiang Li, Frank Pessler,Frank Klawonn
Maintainer: Natalia Novoselova <novos65 at mail.ru>
License: GPL (≥ 3)
URL: https://public.ostfalia.de/~klawonn/HUM.htm
NeedsCompilation: yes
CRAN checks: HUM results

Documentation:

Reference manual: HUM.pdf

Downloads:

Package source: HUM_2.0.tar.gz
Windows binaries: r-devel: HUM_2.0.zip, r-release: HUM_2.0.zip, r-oldrel: HUM_2.0.zip
macOS binaries: r-release (arm64): HUM_2.0.tgz, r-oldrel (arm64): HUM_2.0.tgz, r-release (x86_64): HUM_2.0.tgz, r-oldrel (x86_64): HUM_2.0.tgz
Old sources: HUM archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=HUM to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.