Package: HUM 2.0

Natalia Novoselova

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>).

Authors:Natalia Novoselova,Junxi Wang,Jialiang Li, Frank Pessler,Frank Klawonn

HUM_2.0.tar.gz
HUM_2.0.tar.gz(r-4.7-arm64)HUM_2.0.tar.gz(r-4.7-x86_64)HUM_2.0.tar.gz(r-4.6-arm64)HUM_2.0.tar.gz(r-4.6-x86_64)
HUM_2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
HUM/json (API)

# Install 'HUM' in R:
install.packages('HUM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.86 score 1 stars 12 scripts 282 downloads 6 mentions 7 exports 30 dependencies

Last updated from:f2936cb15b. Checks:4 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE136
linux-devel-x86_64NOTE132
source / vignettesOK178
linux-release-arm64NOTE158
linux-release-x86_64NOTE127
wasm-releaseOK174

Exports:CalcGeneCalcROCCalculate3DCalculateHUM_ExCalculateHUM_PlotCalculateHUM_ROCCalculateHUM_seq

Dependencies:base64encbslibcachemclidigestevaluatefastmapfontawesomefsgtoolshighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlifecyclemagrittrmemoisemimeR6rappdirsRcpprglrlangrmarkdownsasstinytexxfunyaml