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>
License: GPL (≥ 3)
NeedsCompilation: yes
CRAN checks: HUM results


Reference manual: HUM.pdf


Package source: HUM_2.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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